diff --git "a/trainer_state.json" "b/trainer_state.json" new file mode 100644--- /dev/null +++ "b/trainer_state.json" @@ -0,0 +1,18200 @@ +{ + "best_metric": null, + "best_model_checkpoint": null, + "epoch": 2.999297541394882, + "eval_steps": 400, + "global_step": 5604, + "is_hyper_param_search": false, + "is_local_process_zero": true, + "is_world_process_zero": true, + "log_history": [ + { + "epoch": 0.002676032781401572, + "grad_norm": 2.5517993897632163, + "learning_rate": 8.9126559714795e-09, + "logits/chosen": -0.060342513024806976, + "logits/rejected": 0.15198828279972076, + "logps/chosen": -1.7157150506973267, + "logps/rejected": -1.8899202346801758, + "loss": 0.2027, + "rewards/accuracies": 0.5687500238418579, + "rewards/chosen": -1.7157150506973267, + "rewards/margins": 0.17420509457588196, + "rewards/rejected": -1.8899202346801758, + "sft_loss": 1.4683821201324463, + "step": 5 + }, + { + "epoch": 0.005352065562803144, + "grad_norm": 1.6881869363267583, + "learning_rate": 1.7825311942959e-08, + "logits/chosen": 0.01580592431128025, + "logits/rejected": 0.14093606173992157, + "logps/chosen": -1.8028850555419922, + "logps/rejected": -1.8463115692138672, + "loss": 0.2079, + "rewards/accuracies": 0.550000011920929, + "rewards/chosen": -1.8028850555419922, + "rewards/margins": 0.04342658072710037, + "rewards/rejected": -1.8463115692138672, + "sft_loss": 1.5084385871887207, + "step": 10 + }, + { + "epoch": 0.008028098344204716, + "grad_norm": 2.08872868547191, + "learning_rate": 2.67379679144385e-08, + "logits/chosen": -0.037088386714458466, + "logits/rejected": 0.06292067468166351, + "logps/chosen": -1.6352245807647705, + "logps/rejected": -1.7644548416137695, + "loss": 0.233, + "rewards/accuracies": 0.4937500059604645, + "rewards/chosen": -1.6352245807647705, + "rewards/margins": 0.12923024594783783, + "rewards/rejected": -1.7644548416137695, + "sft_loss": 1.5005210638046265, + "step": 15 + }, + { + "epoch": 0.010704131125606288, + "grad_norm": 2.666536867260419, + "learning_rate": 3.5650623885918e-08, + "logits/chosen": -0.05209019035100937, + "logits/rejected": 0.03605952113866806, + "logps/chosen": -1.7257559299468994, + "logps/rejected": -1.8052446842193604, + "loss": 0.228, + "rewards/accuracies": 0.48750001192092896, + "rewards/chosen": -1.7257559299468994, + "rewards/margins": 0.07948889583349228, + "rewards/rejected": -1.8052446842193604, + "sft_loss": 1.5005673170089722, + "step": 20 + }, + { + "epoch": 0.013380163907007862, + "grad_norm": 2.724261942986969, + "learning_rate": 4.45632798573975e-08, + "logits/chosen": -0.06255056709051132, + "logits/rejected": 0.022401634603738785, + "logps/chosen": -1.8699411153793335, + "logps/rejected": -1.7783015966415405, + "loss": 0.2564, + "rewards/accuracies": 0.3812499940395355, + "rewards/chosen": -1.8699411153793335, + "rewards/margins": -0.09163953363895416, + "rewards/rejected": -1.7783015966415405, + "sft_loss": 1.5462677478790283, + "step": 25 + }, + { + "epoch": 0.016056196688409432, + "grad_norm": 1.9807327110980395, + "learning_rate": 5.3475935828877e-08, + "logits/chosen": -0.09974177926778793, + "logits/rejected": -0.006263503339141607, + "logps/chosen": -1.9092490673065186, + "logps/rejected": -1.8333038091659546, + "loss": 0.2079, + "rewards/accuracies": 0.4437499940395355, + "rewards/chosen": -1.9092490673065186, + "rewards/margins": -0.0759454220533371, + "rewards/rejected": -1.8333038091659546, + "sft_loss": 1.6469275951385498, + "step": 30 + }, + { + "epoch": 0.018732229469811006, + "grad_norm": 2.7289585545074577, + "learning_rate": 6.23885918003565e-08, + "logits/chosen": -0.045177824795246124, + "logits/rejected": 0.12003231048583984, + "logps/chosen": -1.8494408130645752, + "logps/rejected": -1.999485969543457, + "loss": 0.2239, + "rewards/accuracies": 0.48750001192092896, + "rewards/chosen": -1.8494408130645752, + "rewards/margins": 0.1500452309846878, + "rewards/rejected": -1.999485969543457, + "sft_loss": 1.5628007650375366, + "step": 35 + }, + { + "epoch": 0.021408262251212576, + "grad_norm": 2.05592651881969, + "learning_rate": 7.1301247771836e-08, + "logits/chosen": 0.033259421586990356, + "logits/rejected": 0.20962993800640106, + "logps/chosen": -1.8854608535766602, + "logps/rejected": -1.7456992864608765, + "loss": 0.2288, + "rewards/accuracies": 0.45625001192092896, + "rewards/chosen": -1.8854608535766602, + "rewards/margins": -0.13976149260997772, + "rewards/rejected": -1.7456992864608765, + "sft_loss": 1.5202932357788086, + "step": 40 + }, + { + "epoch": 0.02408429503261415, + "grad_norm": 2.4443688144646596, + "learning_rate": 8.021390374331551e-08, + "logits/chosen": 0.030009519308805466, + "logits/rejected": 0.23175004124641418, + "logps/chosen": -1.8416560888290405, + "logps/rejected": -1.876493215560913, + "loss": 0.2214, + "rewards/accuracies": 0.48750001192092896, + "rewards/chosen": -1.8416560888290405, + "rewards/margins": 0.03483711928129196, + "rewards/rejected": -1.876493215560913, + "sft_loss": 1.5380895137786865, + "step": 45 + }, + { + "epoch": 0.026760327814015723, + "grad_norm": 2.630447917916181, + "learning_rate": 8.9126559714795e-08, + "logits/chosen": -0.04315720126032829, + "logits/rejected": 0.11193470656871796, + "logps/chosen": -1.9053493738174438, + "logps/rejected": -1.783015489578247, + "loss": 0.222, + "rewards/accuracies": 0.5062500238418579, + "rewards/chosen": -1.9053493738174438, + "rewards/margins": -0.12233398109674454, + "rewards/rejected": -1.783015489578247, + "sft_loss": 1.585577368736267, + "step": 50 + }, + { + "epoch": 0.029436360595417294, + "grad_norm": 2.2629886950410265, + "learning_rate": 9.80392156862745e-08, + "logits/chosen": -0.117431640625, + "logits/rejected": 0.10506489127874374, + "logps/chosen": -1.8451545238494873, + "logps/rejected": -1.879084825515747, + "loss": 0.2128, + "rewards/accuracies": 0.5562499761581421, + "rewards/chosen": -1.8451545238494873, + "rewards/margins": 0.03393043577671051, + "rewards/rejected": -1.879084825515747, + "sft_loss": 1.5884572267532349, + "step": 55 + }, + { + "epoch": 0.032112393376818864, + "grad_norm": 2.338561500458837, + "learning_rate": 1.06951871657754e-07, + "logits/chosen": -0.0742352232336998, + "logits/rejected": 0.12219759076833725, + "logps/chosen": -1.805419921875, + "logps/rejected": -1.9098402261734009, + "loss": 0.2039, + "rewards/accuracies": 0.518750011920929, + "rewards/chosen": -1.805419921875, + "rewards/margins": 0.10442020744085312, + "rewards/rejected": -1.9098402261734009, + "sft_loss": 1.5493417978286743, + "step": 60 + }, + { + "epoch": 0.03478842615822044, + "grad_norm": 1.7981205640913585, + "learning_rate": 1.158645276292335e-07, + "logits/chosen": -0.034505169838666916, + "logits/rejected": 0.11524344980716705, + "logps/chosen": -1.6530320644378662, + "logps/rejected": -1.7859472036361694, + "loss": 0.2193, + "rewards/accuracies": 0.5249999761581421, + "rewards/chosen": -1.6530320644378662, + "rewards/margins": 0.13291515409946442, + "rewards/rejected": -1.7859472036361694, + "sft_loss": 1.4817430973052979, + "step": 65 + }, + { + "epoch": 0.03746445893962201, + "grad_norm": 3.345104582482527, + "learning_rate": 1.24777183600713e-07, + "logits/chosen": -0.058969296514987946, + "logits/rejected": 0.0972469225525856, + "logps/chosen": -1.789322853088379, + "logps/rejected": -1.8369725942611694, + "loss": 0.2273, + "rewards/accuracies": 0.41874998807907104, + "rewards/chosen": -1.789322853088379, + "rewards/margins": 0.04764973372220993, + "rewards/rejected": -1.8369725942611694, + "sft_loss": 1.6432716846466064, + "step": 70 + }, + { + "epoch": 0.04014049172102358, + "grad_norm": 1.9956416646533002, + "learning_rate": 1.3368983957219251e-07, + "logits/chosen": -0.05575738102197647, + "logits/rejected": 0.13211320340633392, + "logps/chosen": -1.8173309564590454, + "logps/rejected": -2.084980010986328, + "loss": 0.2031, + "rewards/accuracies": 0.5249999761581421, + "rewards/chosen": -1.8173309564590454, + "rewards/margins": 0.26764941215515137, + "rewards/rejected": -2.084980010986328, + "sft_loss": 1.5819857120513916, + "step": 75 + }, + { + "epoch": 0.04281652450242515, + "grad_norm": 2.029903037156413, + "learning_rate": 1.42602495543672e-07, + "logits/chosen": 0.012477383017539978, + "logits/rejected": 0.12156625092029572, + "logps/chosen": -1.7673463821411133, + "logps/rejected": -1.8001142740249634, + "loss": 0.2234, + "rewards/accuracies": 0.512499988079071, + "rewards/chosen": -1.7673463821411133, + "rewards/margins": 0.03276783227920532, + "rewards/rejected": -1.8001142740249634, + "sft_loss": 1.548523187637329, + "step": 80 + }, + { + "epoch": 0.04549255728382673, + "grad_norm": 1.9099806770028345, + "learning_rate": 1.5151515151515152e-07, + "logits/chosen": -0.15445740520954132, + "logits/rejected": 0.09701220691204071, + "logps/chosen": -1.8502569198608398, + "logps/rejected": -2.039699077606201, + "loss": 0.2162, + "rewards/accuracies": 0.5062500238418579, + "rewards/chosen": -1.8502569198608398, + "rewards/margins": 0.18944212794303894, + "rewards/rejected": -2.039699077606201, + "sft_loss": 1.5177948474884033, + "step": 85 + }, + { + "epoch": 0.0481685900652283, + "grad_norm": 1.831509195002992, + "learning_rate": 1.6042780748663102e-07, + "logits/chosen": 0.0975041389465332, + "logits/rejected": 0.06015370413661003, + "logps/chosen": -1.8252804279327393, + "logps/rejected": -1.8346067667007446, + "loss": 0.2283, + "rewards/accuracies": 0.46875, + "rewards/chosen": -1.8252804279327393, + "rewards/margins": 0.009326416999101639, + "rewards/rejected": -1.8346067667007446, + "sft_loss": 1.4809902906417847, + "step": 90 + }, + { + "epoch": 0.05084462284662987, + "grad_norm": 1.5432952584343675, + "learning_rate": 1.693404634581105e-07, + "logits/chosen": -0.06612877547740936, + "logits/rejected": 0.08961978554725647, + "logps/chosen": -1.9097493886947632, + "logps/rejected": -1.9913265705108643, + "loss": 0.2116, + "rewards/accuracies": 0.581250011920929, + "rewards/chosen": -1.9097493886947632, + "rewards/margins": 0.08157713711261749, + "rewards/rejected": -1.9913265705108643, + "sft_loss": 1.562781810760498, + "step": 95 + }, + { + "epoch": 0.05352065562803145, + "grad_norm": 1.7047366447625705, + "learning_rate": 1.7825311942959e-07, + "logits/chosen": -0.027822494506835938, + "logits/rejected": 0.039358578622341156, + "logps/chosen": -1.7809836864471436, + "logps/rejected": -1.8937673568725586, + "loss": 0.2092, + "rewards/accuracies": 0.5062500238418579, + "rewards/chosen": -1.7809836864471436, + "rewards/margins": 0.11278347671031952, + "rewards/rejected": -1.8937673568725586, + "sft_loss": 1.5269221067428589, + "step": 100 + }, + { + "epoch": 0.05619668840943302, + "grad_norm": 1.487137343319396, + "learning_rate": 1.8716577540106952e-07, + "logits/chosen": 0.04071933031082153, + "logits/rejected": 0.06978709995746613, + "logps/chosen": -1.7587201595306396, + "logps/rejected": -1.9216934442520142, + "loss": 0.2053, + "rewards/accuracies": 0.574999988079071, + "rewards/chosen": -1.7587201595306396, + "rewards/margins": 0.16297322511672974, + "rewards/rejected": -1.9216934442520142, + "sft_loss": 1.4855430126190186, + "step": 105 + }, + { + "epoch": 0.05887272119083459, + "grad_norm": 1.7093056938051936, + "learning_rate": 1.96078431372549e-07, + "logits/chosen": 0.01955454982817173, + "logits/rejected": 0.11668159067630768, + "logps/chosen": -1.8462550640106201, + "logps/rejected": -1.9052842855453491, + "loss": 0.2213, + "rewards/accuracies": 0.5062500238418579, + "rewards/chosen": -1.8462550640106201, + "rewards/margins": 0.059028930962085724, + "rewards/rejected": -1.9052842855453491, + "sft_loss": 1.5440876483917236, + "step": 110 + }, + { + "epoch": 0.06154875397223616, + "grad_norm": 1.8143653214202433, + "learning_rate": 2.049910873440285e-07, + "logits/chosen": 0.04305744916200638, + "logits/rejected": 0.2593908905982971, + "logps/chosen": -1.8372834920883179, + "logps/rejected": -2.1679937839508057, + "loss": 0.1906, + "rewards/accuracies": 0.612500011920929, + "rewards/chosen": -1.8372834920883179, + "rewards/margins": 0.33071017265319824, + "rewards/rejected": -2.1679937839508057, + "sft_loss": 1.6622670888900757, + "step": 115 + }, + { + "epoch": 0.06422478675363773, + "grad_norm": 1.2953390821472486, + "learning_rate": 2.13903743315508e-07, + "logits/chosen": -0.040084242820739746, + "logits/rejected": 0.14749838411808014, + "logps/chosen": -1.9821832180023193, + "logps/rejected": -2.126786947250366, + "loss": 0.1955, + "rewards/accuracies": 0.4937500059604645, + "rewards/chosen": -1.9821832180023193, + "rewards/margins": 0.14460386335849762, + "rewards/rejected": -2.126786947250366, + "sft_loss": 1.6855179071426392, + "step": 120 + }, + { + "epoch": 0.0669008195350393, + "grad_norm": 2.0321252565929697, + "learning_rate": 2.2281639928698751e-07, + "logits/chosen": -0.08258192241191864, + "logits/rejected": 0.054262615740299225, + "logps/chosen": -1.880631685256958, + "logps/rejected": -1.7970972061157227, + "loss": 0.228, + "rewards/accuracies": 0.4749999940395355, + "rewards/chosen": -1.880631685256958, + "rewards/margins": -0.08353424817323685, + "rewards/rejected": -1.7970972061157227, + "sft_loss": 1.6010761260986328, + "step": 125 + }, + { + "epoch": 0.06957685231644088, + "grad_norm": 1.7026815978099512, + "learning_rate": 2.31729055258467e-07, + "logits/chosen": 0.06078602001070976, + "logits/rejected": 0.20385079085826874, + "logps/chosen": -1.9472017288208008, + "logps/rejected": -2.069502592086792, + "loss": 0.196, + "rewards/accuracies": 0.4749999940395355, + "rewards/chosen": -1.9472017288208008, + "rewards/margins": 0.1223008781671524, + "rewards/rejected": -2.069502592086792, + "sft_loss": 1.6835273504257202, + "step": 130 + }, + { + "epoch": 0.07225288509784245, + "grad_norm": 1.6062457326323307, + "learning_rate": 2.406417112299465e-07, + "logits/chosen": -0.031107574701309204, + "logits/rejected": 0.09176994860172272, + "logps/chosen": -2.0292229652404785, + "logps/rejected": -2.003788948059082, + "loss": 0.2079, + "rewards/accuracies": 0.518750011920929, + "rewards/chosen": -2.0292229652404785, + "rewards/margins": -0.025434067472815514, + "rewards/rejected": -2.003788948059082, + "sft_loss": 1.6492774486541748, + "step": 135 + }, + { + "epoch": 0.07492891787924402, + "grad_norm": 2.259464856729891, + "learning_rate": 2.49554367201426e-07, + "logits/chosen": -0.012007193639874458, + "logits/rejected": 0.16535402834415436, + "logps/chosen": -1.9944820404052734, + "logps/rejected": -2.249605655670166, + "loss": 0.1844, + "rewards/accuracies": 0.5249999761581421, + "rewards/chosen": -1.9944820404052734, + "rewards/margins": 0.2551235854625702, + "rewards/rejected": -2.249605655670166, + "sft_loss": 1.687748908996582, + "step": 140 + }, + { + "epoch": 0.0776049506606456, + "grad_norm": 1.4936273484540237, + "learning_rate": 2.5846702317290554e-07, + "logits/chosen": 0.006977976765483618, + "logits/rejected": 0.17071905732154846, + "logps/chosen": -1.963129997253418, + "logps/rejected": -2.1104207038879395, + "loss": 0.1951, + "rewards/accuracies": 0.4749999940395355, + "rewards/chosen": -1.963129997253418, + "rewards/margins": 0.14729070663452148, + "rewards/rejected": -2.1104207038879395, + "sft_loss": 1.6211490631103516, + "step": 145 + }, + { + "epoch": 0.08028098344204716, + "grad_norm": 1.7689496460453615, + "learning_rate": 2.6737967914438503e-07, + "logits/chosen": -0.0678483173251152, + "logits/rejected": 0.09999240934848785, + "logps/chosen": -1.953213095664978, + "logps/rejected": -1.9564449787139893, + "loss": 0.211, + "rewards/accuracies": 0.5249999761581421, + "rewards/chosen": -1.953213095664978, + "rewards/margins": 0.003231614828109741, + "rewards/rejected": -1.9564449787139893, + "sft_loss": 1.4884393215179443, + "step": 150 + }, + { + "epoch": 0.08295701622344874, + "grad_norm": 1.7151720647649684, + "learning_rate": 2.762923351158645e-07, + "logits/chosen": -0.03358950838446617, + "logits/rejected": 0.019218524917960167, + "logps/chosen": -2.072007179260254, + "logps/rejected": -2.119513750076294, + "loss": 0.2029, + "rewards/accuracies": 0.4937500059604645, + "rewards/chosen": -2.072007179260254, + "rewards/margins": 0.04750671610236168, + "rewards/rejected": -2.119513750076294, + "sft_loss": 1.65902578830719, + "step": 155 + }, + { + "epoch": 0.0856330490048503, + "grad_norm": 1.6343524925886426, + "learning_rate": 2.85204991087344e-07, + "logits/chosen": -0.12475484609603882, + "logits/rejected": 0.024783272296190262, + "logps/chosen": -2.2778027057647705, + "logps/rejected": -2.253194808959961, + "loss": 0.2021, + "rewards/accuracies": 0.48750001192092896, + "rewards/chosen": -2.2778027057647705, + "rewards/margins": -0.024608034640550613, + "rewards/rejected": -2.253194808959961, + "sft_loss": 1.7526813745498657, + "step": 160 + }, + { + "epoch": 0.08830908178625188, + "grad_norm": 1.5477966487473764, + "learning_rate": 2.941176470588235e-07, + "logits/chosen": -0.022026468068361282, + "logits/rejected": 0.16233108937740326, + "logps/chosen": -2.0127928256988525, + "logps/rejected": -2.321645498275757, + "loss": 0.1968, + "rewards/accuracies": 0.5687500238418579, + "rewards/chosen": -2.0127928256988525, + "rewards/margins": 0.3088526725769043, + "rewards/rejected": -2.321645498275757, + "sft_loss": 1.6046435832977295, + "step": 165 + }, + { + "epoch": 0.09098511456765346, + "grad_norm": 1.5880755708383005, + "learning_rate": 3.0303030303030305e-07, + "logits/chosen": -0.06025642156600952, + "logits/rejected": -0.0005133814993314445, + "logps/chosen": -2.291651964187622, + "logps/rejected": -2.2674951553344727, + "loss": 0.1919, + "rewards/accuracies": 0.44999998807907104, + "rewards/chosen": -2.291651964187622, + "rewards/margins": -0.02415713295340538, + "rewards/rejected": -2.2674951553344727, + "sft_loss": 1.7107826471328735, + "step": 170 + }, + { + "epoch": 0.09366114734905502, + "grad_norm": 1.5517515613243185, + "learning_rate": 3.1194295900178254e-07, + "logits/chosen": 0.0844862088561058, + "logits/rejected": 0.08593183755874634, + "logps/chosen": -2.1726529598236084, + "logps/rejected": -2.2376325130462646, + "loss": 0.2159, + "rewards/accuracies": 0.4625000059604645, + "rewards/chosen": -2.1726529598236084, + "rewards/margins": 0.06497963517904282, + "rewards/rejected": -2.2376325130462646, + "sft_loss": 1.7399260997772217, + "step": 175 + }, + { + "epoch": 0.0963371801304566, + "grad_norm": 1.1933283310629328, + "learning_rate": 3.2085561497326203e-07, + "logits/chosen": 0.05188767984509468, + "logits/rejected": 0.05493194982409477, + "logps/chosen": -2.267704486846924, + "logps/rejected": -2.23276948928833, + "loss": 0.1912, + "rewards/accuracies": 0.512499988079071, + "rewards/chosen": -2.267704486846924, + "rewards/margins": -0.03493490070104599, + "rewards/rejected": -2.23276948928833, + "sft_loss": 1.7221721410751343, + "step": 180 + }, + { + "epoch": 0.09901321291185818, + "grad_norm": 1.6240826562624862, + "learning_rate": 3.297682709447415e-07, + "logits/chosen": -0.10158465057611465, + "logits/rejected": -0.0017013490432873368, + "logps/chosen": -2.2014870643615723, + "logps/rejected": -2.292428493499756, + "loss": 0.2065, + "rewards/accuracies": 0.5062500238418579, + "rewards/chosen": -2.2014870643615723, + "rewards/margins": 0.09094144403934479, + "rewards/rejected": -2.292428493499756, + "sft_loss": 1.690645456314087, + "step": 185 + }, + { + "epoch": 0.10168924569325974, + "grad_norm": 1.8581379824371342, + "learning_rate": 3.38680926916221e-07, + "logits/chosen": -0.013663304038345814, + "logits/rejected": 0.1274757981300354, + "logps/chosen": -2.723717212677002, + "logps/rejected": -2.5758001804351807, + "loss": 0.1793, + "rewards/accuracies": 0.4749999940395355, + "rewards/chosen": -2.723717212677002, + "rewards/margins": -0.14791707694530487, + "rewards/rejected": -2.5758001804351807, + "sft_loss": 1.9519933462142944, + "step": 190 + }, + { + "epoch": 0.10436527847466132, + "grad_norm": 1.279414711742926, + "learning_rate": 3.475935828877005e-07, + "logits/chosen": 0.06727501004934311, + "logits/rejected": 0.24111323058605194, + "logps/chosen": -2.0977349281311035, + "logps/rejected": -2.1614160537719727, + "loss": 0.1942, + "rewards/accuracies": 0.512499988079071, + "rewards/chosen": -2.0977349281311035, + "rewards/margins": 0.0636814683675766, + "rewards/rejected": -2.1614160537719727, + "sft_loss": 1.5931757688522339, + "step": 195 + }, + { + "epoch": 0.1070413112560629, + "grad_norm": 1.2596713424200148, + "learning_rate": 3.5650623885918e-07, + "logits/chosen": -0.039129838347435, + "logits/rejected": 0.11606033891439438, + "logps/chosen": -2.5230002403259277, + "logps/rejected": -2.2674851417541504, + "loss": 0.1945, + "rewards/accuracies": 0.518750011920929, + "rewards/chosen": -2.5230002403259277, + "rewards/margins": -0.2555150091648102, + "rewards/rejected": -2.2674851417541504, + "sft_loss": 1.848797082901001, + "step": 200 + }, + { + "epoch": 0.10971734403746446, + "grad_norm": 1.8905095199988196, + "learning_rate": 3.654188948306595e-07, + "logits/chosen": -0.00120444071944803, + "logits/rejected": 0.16811782121658325, + "logps/chosen": -2.7844417095184326, + "logps/rejected": -2.4819183349609375, + "loss": 0.181, + "rewards/accuracies": 0.4937500059604645, + "rewards/chosen": -2.7844417095184326, + "rewards/margins": -0.3025234341621399, + "rewards/rejected": -2.4819183349609375, + "sft_loss": 1.793636679649353, + "step": 205 + }, + { + "epoch": 0.11239337681886603, + "grad_norm": 2.08986879761342, + "learning_rate": 3.7433155080213904e-07, + "logits/chosen": -0.10828781127929688, + "logits/rejected": 0.11393757164478302, + "logps/chosen": -2.6332404613494873, + "logps/rejected": -3.001659393310547, + "loss": 0.1531, + "rewards/accuracies": 0.612500011920929, + "rewards/chosen": -2.6332404613494873, + "rewards/margins": 0.36841899156570435, + "rewards/rejected": -3.001659393310547, + "sft_loss": 1.8840652704238892, + "step": 210 + }, + { + "epoch": 0.1150694096002676, + "grad_norm": 1.556477272945386, + "learning_rate": 3.8324420677361853e-07, + "logits/chosen": -0.15626616775989532, + "logits/rejected": 0.11343065649271011, + "logps/chosen": -2.4919705390930176, + "logps/rejected": -2.6139535903930664, + "loss": 0.1646, + "rewards/accuracies": 0.5625, + "rewards/chosen": -2.4919705390930176, + "rewards/margins": 0.1219831258058548, + "rewards/rejected": -2.6139535903930664, + "sft_loss": 1.9114834070205688, + "step": 215 + }, + { + "epoch": 0.11774544238166917, + "grad_norm": 1.5614653858453136, + "learning_rate": 3.92156862745098e-07, + "logits/chosen": 0.09368538856506348, + "logits/rejected": 0.21061570942401886, + "logps/chosen": -2.9574270248413086, + "logps/rejected": -3.3937385082244873, + "loss": 0.1471, + "rewards/accuracies": 0.574999988079071, + "rewards/chosen": -2.9574270248413086, + "rewards/margins": 0.4363115429878235, + "rewards/rejected": -3.3937385082244873, + "sft_loss": 2.102970600128174, + "step": 220 + }, + { + "epoch": 0.12042147516307075, + "grad_norm": 1.7111893932334987, + "learning_rate": 4.010695187165775e-07, + "logits/chosen": -0.0913754254579544, + "logits/rejected": 0.09513075649738312, + "logps/chosen": -2.7998054027557373, + "logps/rejected": -2.8793394565582275, + "loss": 0.1501, + "rewards/accuracies": 0.5375000238418579, + "rewards/chosen": -2.7998054027557373, + "rewards/margins": 0.0795338898897171, + "rewards/rejected": -2.8793394565582275, + "sft_loss": 1.8550370931625366, + "step": 225 + }, + { + "epoch": 0.12309750794447231, + "grad_norm": 1.7000316768173236, + "learning_rate": 4.09982174688057e-07, + "logits/chosen": 0.02866949513554573, + "logits/rejected": 0.12128983438014984, + "logps/chosen": -3.437687397003174, + "logps/rejected": -3.4442496299743652, + "loss": 0.15, + "rewards/accuracies": 0.5249999761581421, + "rewards/chosen": -3.437687397003174, + "rewards/margins": 0.006562310270965099, + "rewards/rejected": -3.4442496299743652, + "sft_loss": 2.032752513885498, + "step": 230 + }, + { + "epoch": 0.1257735407258739, + "grad_norm": 1.281692620921789, + "learning_rate": 4.188948306595365e-07, + "logits/chosen": 0.06882531940937042, + "logits/rejected": 0.2392643392086029, + "logps/chosen": -3.251737594604492, + "logps/rejected": -3.5582058429718018, + "loss": 0.1298, + "rewards/accuracies": 0.59375, + "rewards/chosen": -3.251737594604492, + "rewards/margins": 0.30646806955337524, + "rewards/rejected": -3.5582058429718018, + "sft_loss": 2.0187947750091553, + "step": 235 + }, + { + "epoch": 0.12844957350727546, + "grad_norm": 1.1499528240929935, + "learning_rate": 4.27807486631016e-07, + "logits/chosen": 0.028048083186149597, + "logits/rejected": 0.17282453179359436, + "logps/chosen": -3.5118629932403564, + "logps/rejected": -3.5622477531433105, + "loss": 0.1436, + "rewards/accuracies": 0.5249999761581421, + "rewards/chosen": -3.5118629932403564, + "rewards/margins": 0.05038491636514664, + "rewards/rejected": -3.5622477531433105, + "sft_loss": 2.316441059112549, + "step": 240 + }, + { + "epoch": 0.13112560628867703, + "grad_norm": 1.5446112266160616, + "learning_rate": 4.3672014260249554e-07, + "logits/chosen": 0.05068688839673996, + "logits/rejected": 0.18657876551151276, + "logps/chosen": -3.1922247409820557, + "logps/rejected": -3.881798267364502, + "loss": 0.1367, + "rewards/accuracies": 0.606249988079071, + "rewards/chosen": -3.1922247409820557, + "rewards/margins": 0.6895732879638672, + "rewards/rejected": -3.881798267364502, + "sft_loss": 2.2884485721588135, + "step": 245 + }, + { + "epoch": 0.1338016390700786, + "grad_norm": 1.9912640093824259, + "learning_rate": 4.4563279857397503e-07, + "logits/chosen": 0.0045858025550842285, + "logits/rejected": 0.19180163741111755, + "logps/chosen": -4.6741437911987305, + "logps/rejected": -4.537530422210693, + "loss": 0.1404, + "rewards/accuracies": 0.5249999761581421, + "rewards/chosen": -4.6741437911987305, + "rewards/margins": -0.13661305606365204, + "rewards/rejected": -4.537530422210693, + "sft_loss": 2.375713586807251, + "step": 250 + }, + { + "epoch": 0.1364776718514802, + "grad_norm": 1.2089128075632967, + "learning_rate": 4.545454545454545e-07, + "logits/chosen": 0.06856288760900497, + "logits/rejected": 0.2534184455871582, + "logps/chosen": -3.3681182861328125, + "logps/rejected": -4.01994514465332, + "loss": 0.1305, + "rewards/accuracies": 0.5687500238418579, + "rewards/chosen": -3.3681182861328125, + "rewards/margins": 0.6518270373344421, + "rewards/rejected": -4.01994514465332, + "sft_loss": 2.0931496620178223, + "step": 255 + }, + { + "epoch": 0.13915370463288176, + "grad_norm": 1.1096542333679758, + "learning_rate": 4.63458110516934e-07, + "logits/chosen": -0.1298966407775879, + "logits/rejected": -0.0005374863976612687, + "logps/chosen": -4.578324317932129, + "logps/rejected": -3.95367693901062, + "loss": 0.1116, + "rewards/accuracies": 0.5062500238418579, + "rewards/chosen": -4.578324317932129, + "rewards/margins": -0.6246479749679565, + "rewards/rejected": -3.95367693901062, + "sft_loss": 2.523958683013916, + "step": 260 + }, + { + "epoch": 0.1418297374142833, + "grad_norm": 0.8605577330641169, + "learning_rate": 4.723707664884135e-07, + "logits/chosen": 0.050699442625045776, + "logits/rejected": 0.14836013317108154, + "logps/chosen": -5.576754570007324, + "logps/rejected": -4.454700469970703, + "loss": 0.1309, + "rewards/accuracies": 0.4937500059604645, + "rewards/chosen": -5.576754570007324, + "rewards/margins": -1.1220548152923584, + "rewards/rejected": -4.454700469970703, + "sft_loss": 3.4844889640808105, + "step": 265 + }, + { + "epoch": 0.1445057701956849, + "grad_norm": 0.7199701899731111, + "learning_rate": 4.81283422459893e-07, + "logits/chosen": 0.06923731416463852, + "logits/rejected": 0.24406075477600098, + "logps/chosen": -4.500152587890625, + "logps/rejected": -4.8329010009765625, + "loss": 0.1177, + "rewards/accuracies": 0.53125, + "rewards/chosen": -4.500152587890625, + "rewards/margins": 0.3327482342720032, + "rewards/rejected": -4.8329010009765625, + "sft_loss": 2.607105016708374, + "step": 270 + }, + { + "epoch": 0.14718180297708647, + "grad_norm": 1.0179457688057774, + "learning_rate": 4.901960784313725e-07, + "logits/chosen": 0.17000171542167664, + "logits/rejected": 0.28452375531196594, + "logps/chosen": -5.071500778198242, + "logps/rejected": -5.720163822174072, + "loss": 0.1316, + "rewards/accuracies": 0.59375, + "rewards/chosen": -5.071500778198242, + "rewards/margins": 0.6486631631851196, + "rewards/rejected": -5.720163822174072, + "sft_loss": 3.0609421730041504, + "step": 275 + }, + { + "epoch": 0.14985783575848804, + "grad_norm": 0.6412985802048274, + "learning_rate": 4.99108734402852e-07, + "logits/chosen": 0.04470293968915939, + "logits/rejected": 0.25358039140701294, + "logps/chosen": -5.8443922996521, + "logps/rejected": -5.567430019378662, + "loss": 0.1129, + "rewards/accuracies": 0.550000011920929, + "rewards/chosen": -5.8443922996521, + "rewards/margins": -0.27696239948272705, + "rewards/rejected": -5.567430019378662, + "sft_loss": 3.784735918045044, + "step": 280 + }, + { + "epoch": 0.15253386853988962, + "grad_norm": 0.8813090112976013, + "learning_rate": 5.080213903743315e-07, + "logits/chosen": 0.07595234364271164, + "logits/rejected": 0.25720566511154175, + "logps/chosen": -5.359448432922363, + "logps/rejected": -5.277853012084961, + "loss": 0.1197, + "rewards/accuracies": 0.48750001192092896, + "rewards/chosen": -5.359448432922363, + "rewards/margins": -0.08159530162811279, + "rewards/rejected": -5.277853012084961, + "sft_loss": 2.7771780490875244, + "step": 285 + }, + { + "epoch": 0.1552099013212912, + "grad_norm": 0.4794779219011389, + "learning_rate": 5.169340463458111e-07, + "logits/chosen": 0.04704619571566582, + "logits/rejected": 0.41382455825805664, + "logps/chosen": -4.340124130249023, + "logps/rejected": -5.529976844787598, + "loss": 0.0862, + "rewards/accuracies": 0.606249988079071, + "rewards/chosen": -4.340124130249023, + "rewards/margins": 1.1898523569107056, + "rewards/rejected": -5.529976844787598, + "sft_loss": 2.859290838241577, + "step": 290 + }, + { + "epoch": 0.15788593410269275, + "grad_norm": 0.5494597370346566, + "learning_rate": 5.258467023172905e-07, + "logits/chosen": 0.11807294189929962, + "logits/rejected": 0.19528234004974365, + "logps/chosen": -5.867804050445557, + "logps/rejected": -5.229619979858398, + "loss": 0.1151, + "rewards/accuracies": 0.518750011920929, + "rewards/chosen": -5.867804050445557, + "rewards/margins": -0.6381844878196716, + "rewards/rejected": -5.229619979858398, + "sft_loss": 3.5657966136932373, + "step": 295 + }, + { + "epoch": 0.16056196688409433, + "grad_norm": 0.8770023678854048, + "learning_rate": 5.347593582887701e-07, + "logits/chosen": 0.07271115481853485, + "logits/rejected": 0.29299789667129517, + "logps/chosen": -6.19558048248291, + "logps/rejected": -6.314692497253418, + "loss": 0.1101, + "rewards/accuracies": 0.59375, + "rewards/chosen": -6.19558048248291, + "rewards/margins": 0.11911182105541229, + "rewards/rejected": -6.314692497253418, + "sft_loss": 3.1685125827789307, + "step": 300 + }, + { + "epoch": 0.1632379996654959, + "grad_norm": 0.8025435563243098, + "learning_rate": 5.436720142602496e-07, + "logits/chosen": 0.13048218190670013, + "logits/rejected": 0.22332973778247833, + "logps/chosen": -5.2905073165893555, + "logps/rejected": -5.286152362823486, + "loss": 0.1116, + "rewards/accuracies": 0.48124998807907104, + "rewards/chosen": -5.2905073165893555, + "rewards/margins": -0.004354977514594793, + "rewards/rejected": -5.286152362823486, + "sft_loss": 3.451859712600708, + "step": 305 + }, + { + "epoch": 0.16591403244689748, + "grad_norm": 0.5576591445870365, + "learning_rate": 5.52584670231729e-07, + "logits/chosen": -0.046368349343538284, + "logits/rejected": 0.07756895571947098, + "logps/chosen": -6.2411417961120605, + "logps/rejected": -6.300403118133545, + "loss": 0.1, + "rewards/accuracies": 0.512499988079071, + "rewards/chosen": -6.2411417961120605, + "rewards/margins": 0.05926106125116348, + "rewards/rejected": -6.300403118133545, + "sft_loss": 4.0066680908203125, + "step": 310 + }, + { + "epoch": 0.16859006522829906, + "grad_norm": 0.5933139332180281, + "learning_rate": 5.614973262032086e-07, + "logits/chosen": 0.1319553405046463, + "logits/rejected": 0.33041349053382874, + "logps/chosen": -5.88442850112915, + "logps/rejected": -5.793405055999756, + "loss": 0.1007, + "rewards/accuracies": 0.543749988079071, + "rewards/chosen": -5.88442850112915, + "rewards/margins": -0.09102272987365723, + "rewards/rejected": -5.793405055999756, + "sft_loss": 3.6491355895996094, + "step": 315 + }, + { + "epoch": 0.1712660980097006, + "grad_norm": 1.2532265917187888, + "learning_rate": 5.70409982174688e-07, + "logits/chosen": 0.09381995350122452, + "logits/rejected": 0.25648611783981323, + "logps/chosen": -5.447043418884277, + "logps/rejected": -5.1138739585876465, + "loss": 0.1122, + "rewards/accuracies": 0.53125, + "rewards/chosen": -5.447043418884277, + "rewards/margins": -0.3331696391105652, + "rewards/rejected": -5.1138739585876465, + "sft_loss": 3.5053176879882812, + "step": 320 + }, + { + "epoch": 0.17394213079110218, + "grad_norm": 2.11143261163554, + "learning_rate": 5.793226381461676e-07, + "logits/chosen": -0.032501980662345886, + "logits/rejected": 0.14243759214878082, + "logps/chosen": -6.821471214294434, + "logps/rejected": -7.138516426086426, + "loss": 0.0944, + "rewards/accuracies": 0.5375000238418579, + "rewards/chosen": -6.821471214294434, + "rewards/margins": 0.3170450031757355, + "rewards/rejected": -7.138516426086426, + "sft_loss": 3.6288344860076904, + "step": 325 + }, + { + "epoch": 0.17661816357250376, + "grad_norm": 1.4994788163352675, + "learning_rate": 5.88235294117647e-07, + "logits/chosen": 0.023045741021633148, + "logits/rejected": 0.22768893837928772, + "logps/chosen": -5.550793170928955, + "logps/rejected": -7.549263000488281, + "loss": 0.0808, + "rewards/accuracies": 0.5625, + "rewards/chosen": -5.550793170928955, + "rewards/margins": 1.9984703063964844, + "rewards/rejected": -7.549263000488281, + "sft_loss": 4.235267162322998, + "step": 330 + }, + { + "epoch": 0.17929419635390534, + "grad_norm": 2.6929457580136336, + "learning_rate": 5.971479500891266e-07, + "logits/chosen": 0.055640123784542084, + "logits/rejected": 0.23773732781410217, + "logps/chosen": -8.425851821899414, + "logps/rejected": -8.300704956054688, + "loss": 0.0703, + "rewards/accuracies": 0.4937500059604645, + "rewards/chosen": -8.425851821899414, + "rewards/margins": -0.12514746189117432, + "rewards/rejected": -8.300704956054688, + "sft_loss": 5.204246997833252, + "step": 335 + }, + { + "epoch": 0.18197022913530692, + "grad_norm": 2.975215002215455, + "learning_rate": 6.060606060606061e-07, + "logits/chosen": 0.018163323402404785, + "logits/rejected": 0.23212413489818573, + "logps/chosen": -7.2970075607299805, + "logps/rejected": -7.756361961364746, + "loss": 0.0668, + "rewards/accuracies": 0.574999988079071, + "rewards/chosen": -7.2970075607299805, + "rewards/margins": 0.4593542218208313, + "rewards/rejected": -7.756361961364746, + "sft_loss": 5.14938497543335, + "step": 340 + }, + { + "epoch": 0.1846462619167085, + "grad_norm": 2.8114828827778773, + "learning_rate": 6.149732620320855e-07, + "logits/chosen": 0.06455346941947937, + "logits/rejected": 0.13964493572711945, + "logps/chosen": -7.02465295791626, + "logps/rejected": -7.177855491638184, + "loss": 0.0678, + "rewards/accuracies": 0.512499988079071, + "rewards/chosen": -7.02465295791626, + "rewards/margins": 0.15320374071598053, + "rewards/rejected": -7.177855491638184, + "sft_loss": 4.932073593139648, + "step": 345 + }, + { + "epoch": 0.18732229469811004, + "grad_norm": 2.9644531334099495, + "learning_rate": 6.238859180035651e-07, + "logits/chosen": 0.033121854066848755, + "logits/rejected": 0.1822817325592041, + "logps/chosen": -6.74831485748291, + "logps/rejected": -6.182015895843506, + "loss": 0.0692, + "rewards/accuracies": 0.5, + "rewards/chosen": -6.74831485748291, + "rewards/margins": -0.5662989616394043, + "rewards/rejected": -6.182015895843506, + "sft_loss": 4.699161529541016, + "step": 350 + }, + { + "epoch": 0.18999832747951162, + "grad_norm": 2.2205782453631104, + "learning_rate": 6.327985739750445e-07, + "logits/chosen": -0.08365367352962494, + "logits/rejected": 0.1948840171098709, + "logps/chosen": -6.755923271179199, + "logps/rejected": -6.674230098724365, + "loss": 0.0638, + "rewards/accuracies": 0.512499988079071, + "rewards/chosen": -6.755923271179199, + "rewards/margins": -0.08169381320476532, + "rewards/rejected": -6.674230098724365, + "sft_loss": 5.259469032287598, + "step": 355 + }, + { + "epoch": 0.1926743602609132, + "grad_norm": 5.005317134698349, + "learning_rate": 6.417112299465241e-07, + "logits/chosen": -0.03285945951938629, + "logits/rejected": 0.06617248058319092, + "logps/chosen": -5.783998489379883, + "logps/rejected": -5.964906215667725, + "loss": 0.0631, + "rewards/accuracies": 0.543749988079071, + "rewards/chosen": -5.783998489379883, + "rewards/margins": 0.18090778589248657, + "rewards/rejected": -5.964906215667725, + "sft_loss": 4.496619701385498, + "step": 360 + }, + { + "epoch": 0.19535039304231477, + "grad_norm": 6.547065361331459, + "learning_rate": 6.506238859180035e-07, + "logits/chosen": -0.03726925700902939, + "logits/rejected": 0.07639211416244507, + "logps/chosen": -5.752418518066406, + "logps/rejected": -5.402900218963623, + "loss": 0.0633, + "rewards/accuracies": 0.5625, + "rewards/chosen": -5.752418518066406, + "rewards/margins": -0.3495188355445862, + "rewards/rejected": -5.402900218963623, + "sft_loss": 4.719771385192871, + "step": 365 + }, + { + "epoch": 0.19802642582371635, + "grad_norm": 1.5837236667583166, + "learning_rate": 6.59536541889483e-07, + "logits/chosen": 0.01798037253320217, + "logits/rejected": 0.17442074418067932, + "logps/chosen": -5.352682113647461, + "logps/rejected": -5.345147132873535, + "loss": 0.0676, + "rewards/accuracies": 0.543749988079071, + "rewards/chosen": -5.352682113647461, + "rewards/margins": -0.007535439915955067, + "rewards/rejected": -5.345147132873535, + "sft_loss": 4.657355785369873, + "step": 370 + }, + { + "epoch": 0.2007024586051179, + "grad_norm": 2.264336894541911, + "learning_rate": 6.684491978609626e-07, + "logits/chosen": -0.014740332961082458, + "logits/rejected": 0.19818945229053497, + "logps/chosen": -5.521324634552002, + "logps/rejected": -6.3202056884765625, + "loss": 0.0604, + "rewards/accuracies": 0.5874999761581421, + "rewards/chosen": -5.521324634552002, + "rewards/margins": 0.7988806366920471, + "rewards/rejected": -6.3202056884765625, + "sft_loss": 4.7174763679504395, + "step": 375 + }, + { + "epoch": 0.20337849138651948, + "grad_norm": 8.231545263083387, + "learning_rate": 6.77361853832442e-07, + "logits/chosen": 0.05013446882367134, + "logits/rejected": 0.16159534454345703, + "logps/chosen": -5.799169540405273, + "logps/rejected": -6.049595832824707, + "loss": 0.0594, + "rewards/accuracies": 0.6187499761581421, + "rewards/chosen": -5.799169540405273, + "rewards/margins": 0.250426322221756, + "rewards/rejected": -6.049595832824707, + "sft_loss": 4.898706912994385, + "step": 380 + }, + { + "epoch": 0.20605452416792105, + "grad_norm": 7.4747221469572045, + "learning_rate": 6.862745098039216e-07, + "logits/chosen": 0.11043745279312134, + "logits/rejected": 0.2178896963596344, + "logps/chosen": -5.294905662536621, + "logps/rejected": -5.705230236053467, + "loss": 0.0569, + "rewards/accuracies": 0.6000000238418579, + "rewards/chosen": -5.294905662536621, + "rewards/margins": 0.41032448410987854, + "rewards/rejected": -5.705230236053467, + "sft_loss": 4.584171772003174, + "step": 385 + }, + { + "epoch": 0.20873055694932263, + "grad_norm": 1.5104841571006231, + "learning_rate": 6.95187165775401e-07, + "logits/chosen": 0.3990798890590668, + "logits/rejected": 0.6201587915420532, + "logps/chosen": -5.837296962738037, + "logps/rejected": -6.025527000427246, + "loss": 0.0619, + "rewards/accuracies": 0.5, + "rewards/chosen": -5.837296962738037, + "rewards/margins": 0.18823003768920898, + "rewards/rejected": -6.025527000427246, + "sft_loss": 5.096214771270752, + "step": 390 + }, + { + "epoch": 0.2114065897307242, + "grad_norm": 1.563130468991321, + "learning_rate": 7.040998217468806e-07, + "logits/chosen": 0.2377520501613617, + "logits/rejected": 0.4436890184879303, + "logps/chosen": -5.419901371002197, + "logps/rejected": -5.661240577697754, + "loss": 0.0602, + "rewards/accuracies": 0.5874999761581421, + "rewards/chosen": -5.419901371002197, + "rewards/margins": 0.2413390874862671, + "rewards/rejected": -5.661240577697754, + "sft_loss": 4.7854814529418945, + "step": 395 + }, + { + "epoch": 0.2140826225121258, + "grad_norm": 1.9335448052453914, + "learning_rate": 7.1301247771836e-07, + "logits/chosen": 0.05647904798388481, + "logits/rejected": 0.21013203263282776, + "logps/chosen": -5.136744976043701, + "logps/rejected": -5.403138160705566, + "loss": 0.0548, + "rewards/accuracies": 0.581250011920929, + "rewards/chosen": -5.136744976043701, + "rewards/margins": 0.26639291644096375, + "rewards/rejected": -5.403138160705566, + "sft_loss": 4.459831714630127, + "step": 400 + }, + { + "epoch": 0.2140826225121258, + "eval_logits/chosen": 0.3255070745944977, + "eval_logits/rejected": 0.44398289918899536, + "eval_logps/chosen": -4.828823566436768, + "eval_logps/rejected": -5.042104244232178, + "eval_loss": 0.05636167898774147, + "eval_rewards/accuracies": 0.5378338098526001, + "eval_rewards/chosen": -4.828823566436768, + "eval_rewards/margins": 0.21327993273735046, + "eval_rewards/rejected": -5.042104244232178, + "eval_runtime": 44.2626, + "eval_samples_per_second": 30.387, + "eval_sft_loss": 4.225595474243164, + "eval_steps_per_second": 7.614, + "step": 400 + }, + { + "epoch": 0.21675865529352734, + "grad_norm": 3.2425814489856877, + "learning_rate": 7.219251336898395e-07, + "logits/chosen": -0.10482490062713623, + "logits/rejected": 0.020466437563300133, + "logps/chosen": -5.138674736022949, + "logps/rejected": -5.437190532684326, + "loss": 0.0593, + "rewards/accuracies": 0.5062500238418579, + "rewards/chosen": -5.138674736022949, + "rewards/margins": 0.29851633310317993, + "rewards/rejected": -5.437190532684326, + "sft_loss": 4.819356441497803, + "step": 405 + }, + { + "epoch": 0.2194346880749289, + "grad_norm": 1.246234153314806, + "learning_rate": 7.30837789661319e-07, + "logits/chosen": -0.23379549384117126, + "logits/rejected": -0.03975790739059448, + "logps/chosen": -4.86204195022583, + "logps/rejected": -5.128736972808838, + "loss": 0.0558, + "rewards/accuracies": 0.5687500238418579, + "rewards/chosen": -4.86204195022583, + "rewards/margins": 0.2666948735713959, + "rewards/rejected": -5.128736972808838, + "sft_loss": 4.390920639038086, + "step": 410 + }, + { + "epoch": 0.2221107208563305, + "grad_norm": 1.2675726442317068, + "learning_rate": 7.397504456327985e-07, + "logits/chosen": -0.3350445628166199, + "logits/rejected": -0.23910042643547058, + "logps/chosen": -5.285843849182129, + "logps/rejected": -5.223616123199463, + "loss": 0.0574, + "rewards/accuracies": 0.48750001192092896, + "rewards/chosen": -5.285843849182129, + "rewards/margins": -0.062228064984083176, + "rewards/rejected": -5.223616123199463, + "sft_loss": 4.837762355804443, + "step": 415 + }, + { + "epoch": 0.22478675363773207, + "grad_norm": 4.053916998217198, + "learning_rate": 7.486631016042781e-07, + "logits/chosen": -0.4638137221336365, + "logits/rejected": -0.07929669320583344, + "logps/chosen": -4.68533992767334, + "logps/rejected": -4.774787902832031, + "loss": 0.0572, + "rewards/accuracies": 0.518750011920929, + "rewards/chosen": -4.68533992767334, + "rewards/margins": 0.08944790065288544, + "rewards/rejected": -4.774787902832031, + "sft_loss": 4.436319828033447, + "step": 420 + }, + { + "epoch": 0.22746278641913364, + "grad_norm": 0.9091036273428365, + "learning_rate": 7.575757575757575e-07, + "logits/chosen": -0.4252164363861084, + "logits/rejected": -0.1790289580821991, + "logps/chosen": -5.022044658660889, + "logps/rejected": -5.134105682373047, + "loss": 0.0559, + "rewards/accuracies": 0.5562499761581421, + "rewards/chosen": -5.022044658660889, + "rewards/margins": 0.11206040531396866, + "rewards/rejected": -5.134105682373047, + "sft_loss": 4.640767574310303, + "step": 425 + }, + { + "epoch": 0.2301388192005352, + "grad_norm": 3.526198495194285, + "learning_rate": 7.664884135472371e-07, + "logits/chosen": -0.5839825868606567, + "logits/rejected": -0.2868669033050537, + "logps/chosen": -4.790310382843018, + "logps/rejected": -5.191717624664307, + "loss": 0.0553, + "rewards/accuracies": 0.612500011920929, + "rewards/chosen": -4.790310382843018, + "rewards/margins": 0.40140730142593384, + "rewards/rejected": -5.191717624664307, + "sft_loss": 4.370650768280029, + "step": 430 + }, + { + "epoch": 0.23281485198193677, + "grad_norm": 1.6131020839641845, + "learning_rate": 7.754010695187165e-07, + "logits/chosen": -0.3908002972602844, + "logits/rejected": -0.2709645628929138, + "logps/chosen": -5.2322797775268555, + "logps/rejected": -5.146048069000244, + "loss": 0.0566, + "rewards/accuracies": 0.5, + "rewards/chosen": -5.2322797775268555, + "rewards/margins": -0.08623187988996506, + "rewards/rejected": -5.146048069000244, + "sft_loss": 4.601866245269775, + "step": 435 + }, + { + "epoch": 0.23549088476333835, + "grad_norm": 1.816790371136798, + "learning_rate": 7.84313725490196e-07, + "logits/chosen": -0.38437846302986145, + "logits/rejected": -0.2163679152727127, + "logps/chosen": -4.9463982582092285, + "logps/rejected": -5.161070346832275, + "loss": 0.0574, + "rewards/accuracies": 0.5249999761581421, + "rewards/chosen": -4.9463982582092285, + "rewards/margins": 0.21467189490795135, + "rewards/rejected": -5.161070346832275, + "sft_loss": 4.722719669342041, + "step": 440 + }, + { + "epoch": 0.23816691754473993, + "grad_norm": 0.8271388620405082, + "learning_rate": 7.932263814616755e-07, + "logits/chosen": -0.3277231752872467, + "logits/rejected": -0.17920419573783875, + "logps/chosen": -4.781705379486084, + "logps/rejected": -5.05832052230835, + "loss": 0.0553, + "rewards/accuracies": 0.543749988079071, + "rewards/chosen": -4.781705379486084, + "rewards/margins": 0.27661508321762085, + "rewards/rejected": -5.05832052230835, + "sft_loss": 4.421566009521484, + "step": 445 + }, + { + "epoch": 0.2408429503261415, + "grad_norm": 1.9615683734384015, + "learning_rate": 8.02139037433155e-07, + "logits/chosen": -0.22028562426567078, + "logits/rejected": -0.056511811912059784, + "logps/chosen": -4.917468547821045, + "logps/rejected": -5.084526062011719, + "loss": 0.0558, + "rewards/accuracies": 0.5562499761581421, + "rewards/chosen": -4.917468547821045, + "rewards/margins": 0.1670571267604828, + "rewards/rejected": -5.084526062011719, + "sft_loss": 4.554088115692139, + "step": 450 + }, + { + "epoch": 0.24351898310754308, + "grad_norm": 2.080793689004357, + "learning_rate": 8.110516934046346e-07, + "logits/chosen": -0.31141823530197144, + "logits/rejected": -0.17871572077274323, + "logps/chosen": -4.898928642272949, + "logps/rejected": -5.2130937576293945, + "loss": 0.0551, + "rewards/accuracies": 0.637499988079071, + "rewards/chosen": -4.898928642272949, + "rewards/margins": 0.3141648471355438, + "rewards/rejected": -5.2130937576293945, + "sft_loss": 4.52283239364624, + "step": 455 + }, + { + "epoch": 0.24619501588894463, + "grad_norm": 1.6017894339058516, + "learning_rate": 8.19964349376114e-07, + "logits/chosen": -0.4909995496273041, + "logits/rejected": -0.2803053855895996, + "logps/chosen": -4.9490742683410645, + "logps/rejected": -5.1322760581970215, + "loss": 0.058, + "rewards/accuracies": 0.5562499761581421, + "rewards/chosen": -4.9490742683410645, + "rewards/margins": 0.18320170044898987, + "rewards/rejected": -5.1322760581970215, + "sft_loss": 4.714522838592529, + "step": 460 + }, + { + "epoch": 0.2488710486703462, + "grad_norm": 2.5245631885951356, + "learning_rate": 8.288770053475936e-07, + "logits/chosen": -0.20865888893604279, + "logits/rejected": -0.11569474637508392, + "logps/chosen": -4.929292678833008, + "logps/rejected": -5.23386287689209, + "loss": 0.0567, + "rewards/accuracies": 0.5687500238418579, + "rewards/chosen": -4.929292678833008, + "rewards/margins": 0.3045700192451477, + "rewards/rejected": -5.23386287689209, + "sft_loss": 4.6611008644104, + "step": 465 + }, + { + "epoch": 0.2515470814517478, + "grad_norm": 0.8415235355536271, + "learning_rate": 8.37789661319073e-07, + "logits/chosen": -0.15159404277801514, + "logits/rejected": -0.2845079302787781, + "logps/chosen": -4.953354835510254, + "logps/rejected": -5.008639335632324, + "loss": 0.0583, + "rewards/accuracies": 0.512499988079071, + "rewards/chosen": -4.953354835510254, + "rewards/margins": 0.055284250527620316, + "rewards/rejected": -5.008639335632324, + "sft_loss": 4.679515838623047, + "step": 470 + }, + { + "epoch": 0.25422311423314936, + "grad_norm": 1.032866302037683, + "learning_rate": 8.467023172905525e-07, + "logits/chosen": -0.4970584511756897, + "logits/rejected": -0.2463860958814621, + "logps/chosen": -4.74661922454834, + "logps/rejected": -5.329679489135742, + "loss": 0.0541, + "rewards/accuracies": 0.625, + "rewards/chosen": -4.74661922454834, + "rewards/margins": 0.5830600261688232, + "rewards/rejected": -5.329679489135742, + "sft_loss": 4.545025825500488, + "step": 475 + }, + { + "epoch": 0.2568991470145509, + "grad_norm": 1.4170166320453947, + "learning_rate": 8.55614973262032e-07, + "logits/chosen": -0.37650805711746216, + "logits/rejected": -0.1301797777414322, + "logps/chosen": -4.653770923614502, + "logps/rejected": -4.959628582000732, + "loss": 0.0554, + "rewards/accuracies": 0.581250011920929, + "rewards/chosen": -4.653770923614502, + "rewards/margins": 0.3058578372001648, + "rewards/rejected": -4.959628582000732, + "sft_loss": 4.32053279876709, + "step": 480 + }, + { + "epoch": 0.2595751797959525, + "grad_norm": 2.0286769162845224, + "learning_rate": 8.645276292335115e-07, + "logits/chosen": -0.2958958148956299, + "logits/rejected": -0.20120573043823242, + "logps/chosen": -5.155457496643066, + "logps/rejected": -5.184266567230225, + "loss": 0.0568, + "rewards/accuracies": 0.5375000238418579, + "rewards/chosen": -5.155457496643066, + "rewards/margins": 0.028808558359742165, + "rewards/rejected": -5.184266567230225, + "sft_loss": 4.663354396820068, + "step": 485 + }, + { + "epoch": 0.26225121257735406, + "grad_norm": 0.6716969708735916, + "learning_rate": 8.734402852049911e-07, + "logits/chosen": -0.23128321766853333, + "logits/rejected": -0.16980710625648499, + "logps/chosen": -4.904732704162598, + "logps/rejected": -5.12713623046875, + "loss": 0.0561, + "rewards/accuracies": 0.5687500238418579, + "rewards/chosen": -4.904732704162598, + "rewards/margins": 0.22240379452705383, + "rewards/rejected": -5.12713623046875, + "sft_loss": 4.582591533660889, + "step": 490 + }, + { + "epoch": 0.26492724535875567, + "grad_norm": 0.6367113828248504, + "learning_rate": 8.823529411764705e-07, + "logits/chosen": -0.3560214936733246, + "logits/rejected": -0.3447813093662262, + "logps/chosen": -4.751753807067871, + "logps/rejected": -4.852728843688965, + "loss": 0.0565, + "rewards/accuracies": 0.4749999940395355, + "rewards/chosen": -4.751753807067871, + "rewards/margins": 0.10097485780715942, + "rewards/rejected": -4.852728843688965, + "sft_loss": 4.386483669281006, + "step": 495 + }, + { + "epoch": 0.2676032781401572, + "grad_norm": 0.948109673277269, + "learning_rate": 8.912655971479501e-07, + "logits/chosen": -0.42650288343429565, + "logits/rejected": -0.29735860228538513, + "logps/chosen": -5.083521366119385, + "logps/rejected": -5.359811305999756, + "loss": 0.0548, + "rewards/accuracies": 0.5249999761581421, + "rewards/chosen": -5.083521366119385, + "rewards/margins": 0.2762903869152069, + "rewards/rejected": -5.359811305999756, + "sft_loss": 4.7258758544921875, + "step": 500 + }, + { + "epoch": 0.27027931092155877, + "grad_norm": 0.5712184638942543, + "learning_rate": 9.001782531194295e-07, + "logits/chosen": -0.41429275274276733, + "logits/rejected": -0.2482190579175949, + "logps/chosen": -4.613528251647949, + "logps/rejected": -4.611102104187012, + "loss": 0.0571, + "rewards/accuracies": 0.53125, + "rewards/chosen": -4.613528251647949, + "rewards/margins": -0.0024250433780252934, + "rewards/rejected": -4.611102104187012, + "sft_loss": 4.284755706787109, + "step": 505 + }, + { + "epoch": 0.2729553437029604, + "grad_norm": 1.6672577216332825, + "learning_rate": 9.09090909090909e-07, + "logits/chosen": -0.23879782855510712, + "logits/rejected": -0.15796609222888947, + "logps/chosen": -5.014100074768066, + "logps/rejected": -5.1457719802856445, + "loss": 0.0555, + "rewards/accuracies": 0.5062500238418579, + "rewards/chosen": -5.014100074768066, + "rewards/margins": 0.13167230784893036, + "rewards/rejected": -5.1457719802856445, + "sft_loss": 4.67844820022583, + "step": 510 + }, + { + "epoch": 0.2756313764843619, + "grad_norm": 0.6126001083433033, + "learning_rate": 9.180035650623885e-07, + "logits/chosen": -0.2774892747402191, + "logits/rejected": -0.12253077328205109, + "logps/chosen": -4.683966636657715, + "logps/rejected": -4.783071041107178, + "loss": 0.0556, + "rewards/accuracies": 0.5375000238418579, + "rewards/chosen": -4.683966636657715, + "rewards/margins": 0.09910430014133453, + "rewards/rejected": -4.783071041107178, + "sft_loss": 4.369112968444824, + "step": 515 + }, + { + "epoch": 0.27830740926576353, + "grad_norm": 0.5485133251322323, + "learning_rate": 9.26916221033868e-07, + "logits/chosen": -0.3536015748977661, + "logits/rejected": -0.1521953046321869, + "logps/chosen": -4.809085845947266, + "logps/rejected": -5.069105625152588, + "loss": 0.055, + "rewards/accuracies": 0.625, + "rewards/chosen": -4.809085845947266, + "rewards/margins": 0.2600199580192566, + "rewards/rejected": -5.069105625152588, + "sft_loss": 4.547854900360107, + "step": 520 + }, + { + "epoch": 0.2809834420471651, + "grad_norm": 0.7628792891718944, + "learning_rate": 9.358288770053476e-07, + "logits/chosen": -0.20002791285514832, + "logits/rejected": -0.06340288370847702, + "logps/chosen": -4.899701118469238, + "logps/rejected": -5.160953044891357, + "loss": 0.0551, + "rewards/accuracies": 0.5562499761581421, + "rewards/chosen": -4.899701118469238, + "rewards/margins": 0.2612523138523102, + "rewards/rejected": -5.160953044891357, + "sft_loss": 4.506587028503418, + "step": 525 + }, + { + "epoch": 0.2836594748285666, + "grad_norm": 0.6603876049230433, + "learning_rate": 9.44741532976827e-07, + "logits/chosen": -0.2737922966480255, + "logits/rejected": -0.20090286433696747, + "logps/chosen": -4.671916961669922, + "logps/rejected": -4.830391883850098, + "loss": 0.0558, + "rewards/accuracies": 0.550000011920929, + "rewards/chosen": -4.671916961669922, + "rewards/margins": 0.1584751307964325, + "rewards/rejected": -4.830391883850098, + "sft_loss": 4.443393230438232, + "step": 530 + }, + { + "epoch": 0.28633550760996823, + "grad_norm": 2.146121422661777, + "learning_rate": 9.536541889483066e-07, + "logits/chosen": -0.5321468114852905, + "logits/rejected": -0.1265200674533844, + "logps/chosen": -4.758464813232422, + "logps/rejected": -5.03375768661499, + "loss": 0.054, + "rewards/accuracies": 0.6000000238418579, + "rewards/chosen": -4.758464813232422, + "rewards/margins": 0.27529221773147583, + "rewards/rejected": -5.03375768661499, + "sft_loss": 4.482895851135254, + "step": 535 + }, + { + "epoch": 0.2890115403913698, + "grad_norm": 0.6991622921289192, + "learning_rate": 9.62566844919786e-07, + "logits/chosen": -0.36746540665626526, + "logits/rejected": -0.23171451687812805, + "logps/chosen": -4.749773979187012, + "logps/rejected": -4.893668174743652, + "loss": 0.0564, + "rewards/accuracies": 0.5562499761581421, + "rewards/chosen": -4.749773979187012, + "rewards/margins": 0.14389494061470032, + "rewards/rejected": -4.893668174743652, + "sft_loss": 4.500009059906006, + "step": 540 + }, + { + "epoch": 0.2916875731727714, + "grad_norm": 0.4631796613476105, + "learning_rate": 9.714795008912655e-07, + "logits/chosen": -0.45513319969177246, + "logits/rejected": -0.17640811204910278, + "logps/chosen": -4.959817409515381, + "logps/rejected": -5.111637592315674, + "loss": 0.0547, + "rewards/accuracies": 0.637499988079071, + "rewards/chosen": -4.959817409515381, + "rewards/margins": 0.15182055532932281, + "rewards/rejected": -5.111637592315674, + "sft_loss": 4.645677089691162, + "step": 545 + }, + { + "epoch": 0.29436360595417294, + "grad_norm": 1.6120582506856742, + "learning_rate": 9.80392156862745e-07, + "logits/chosen": -0.29082345962524414, + "logits/rejected": -0.20808687806129456, + "logps/chosen": -4.473280429840088, + "logps/rejected": -4.676797866821289, + "loss": 0.0557, + "rewards/accuracies": 0.581250011920929, + "rewards/chosen": -4.473280429840088, + "rewards/margins": 0.20351727306842804, + "rewards/rejected": -4.676797866821289, + "sft_loss": 4.248588562011719, + "step": 550 + }, + { + "epoch": 0.2970396387355745, + "grad_norm": 0.7334937725505589, + "learning_rate": 9.893048128342244e-07, + "logits/chosen": -0.37902534008026123, + "logits/rejected": -0.19630546867847443, + "logps/chosen": -4.999424934387207, + "logps/rejected": -5.183640480041504, + "loss": 0.056, + "rewards/accuracies": 0.5249999761581421, + "rewards/chosen": -4.999424934387207, + "rewards/margins": 0.18421539664268494, + "rewards/rejected": -5.183640480041504, + "sft_loss": 4.761509418487549, + "step": 555 + }, + { + "epoch": 0.2997156715169761, + "grad_norm": 0.6277633250946504, + "learning_rate": 9.98217468805704e-07, + "logits/chosen": -0.3287035822868347, + "logits/rejected": -0.26939138770103455, + "logps/chosen": -4.630910873413086, + "logps/rejected": -4.798611640930176, + "loss": 0.0552, + "rewards/accuracies": 0.5687500238418579, + "rewards/chosen": -4.630910873413086, + "rewards/margins": 0.16770049929618835, + "rewards/rejected": -4.798611640930176, + "sft_loss": 4.358144283294678, + "step": 560 + }, + { + "epoch": 0.30239170429837764, + "grad_norm": 0.844846498569962, + "learning_rate": 9.999984476788462e-07, + "logits/chosen": -0.40788155794143677, + "logits/rejected": -0.2840214967727661, + "logps/chosen": -4.668403625488281, + "logps/rejected": -4.911566257476807, + "loss": 0.055, + "rewards/accuracies": 0.5874999761581421, + "rewards/chosen": -4.668403625488281, + "rewards/margins": 0.24316303431987762, + "rewards/rejected": -4.911566257476807, + "sft_loss": 4.477941036224365, + "step": 565 + }, + { + "epoch": 0.30506773707977924, + "grad_norm": 0.7660023635754369, + "learning_rate": 9.999921413906797e-07, + "logits/chosen": -0.3872382640838623, + "logits/rejected": -0.0676632821559906, + "logps/chosen": -4.775974273681641, + "logps/rejected": -4.973284721374512, + "loss": 0.0546, + "rewards/accuracies": 0.612500011920929, + "rewards/chosen": -4.775974273681641, + "rewards/margins": 0.19731023907661438, + "rewards/rejected": -4.973284721374512, + "sft_loss": 4.47655725479126, + "step": 570 + }, + { + "epoch": 0.3077437698611808, + "grad_norm": 1.0086652767673534, + "learning_rate": 9.999809841765644e-07, + "logits/chosen": -0.36274272203445435, + "logits/rejected": -0.3295183479785919, + "logps/chosen": -4.695250511169434, + "logps/rejected": -4.898679256439209, + "loss": 0.0561, + "rewards/accuracies": 0.543749988079071, + "rewards/chosen": -4.695250511169434, + "rewards/margins": 0.20342937111854553, + "rewards/rejected": -4.898679256439209, + "sft_loss": 4.503565788269043, + "step": 575 + }, + { + "epoch": 0.3104198026425824, + "grad_norm": 0.48046001270132227, + "learning_rate": 9.999649761447477e-07, + "logits/chosen": -0.36971116065979004, + "logits/rejected": -0.11569008976221085, + "logps/chosen": -4.7068705558776855, + "logps/rejected": -5.051798343658447, + "loss": 0.0545, + "rewards/accuracies": 0.625, + "rewards/chosen": -4.7068705558776855, + "rewards/margins": 0.34492722153663635, + "rewards/rejected": -5.051798343658447, + "sft_loss": 4.506040096282959, + "step": 580 + }, + { + "epoch": 0.31309583542398395, + "grad_norm": 0.5578956622360604, + "learning_rate": 9.999441174505398e-07, + "logits/chosen": -0.3603058159351349, + "logits/rejected": -0.2358492612838745, + "logps/chosen": -4.69789981842041, + "logps/rejected": -4.912814140319824, + "loss": 0.0543, + "rewards/accuracies": 0.625, + "rewards/chosen": -4.69789981842041, + "rewards/margins": 0.21491391956806183, + "rewards/rejected": -4.912814140319824, + "sft_loss": 4.283689022064209, + "step": 585 + }, + { + "epoch": 0.3157718682053855, + "grad_norm": 1.510950356206102, + "learning_rate": 9.999184082963116e-07, + "logits/chosen": -0.39853015542030334, + "logits/rejected": -0.24396976828575134, + "logps/chosen": -4.875593662261963, + "logps/rejected": -5.044680118560791, + "loss": 0.0546, + "rewards/accuracies": 0.59375, + "rewards/chosen": -4.875593662261963, + "rewards/margins": 0.16908620297908783, + "rewards/rejected": -5.044680118560791, + "sft_loss": 4.505948066711426, + "step": 590 + }, + { + "epoch": 0.3184479009867871, + "grad_norm": 1.2404951790708159, + "learning_rate": 9.998878489314937e-07, + "logits/chosen": -0.3368639051914215, + "logits/rejected": -0.11050537973642349, + "logps/chosen": -4.7269487380981445, + "logps/rejected": -5.084804058074951, + "loss": 0.0553, + "rewards/accuracies": 0.6312500238418579, + "rewards/chosen": -4.7269487380981445, + "rewards/margins": 0.35785627365112305, + "rewards/rejected": -5.084804058074951, + "sft_loss": 4.460112571716309, + "step": 595 + }, + { + "epoch": 0.32112393376818865, + "grad_norm": 0.8285839319543857, + "learning_rate": 9.99852439652573e-07, + "logits/chosen": -0.40388503670692444, + "logits/rejected": -0.1999831646680832, + "logps/chosen": -4.579422950744629, + "logps/rejected": -4.835511207580566, + "loss": 0.0541, + "rewards/accuracies": 0.6187499761581421, + "rewards/chosen": -4.579422950744629, + "rewards/margins": 0.25608840584754944, + "rewards/rejected": -4.835511207580566, + "sft_loss": 4.344851016998291, + "step": 600 + }, + { + "epoch": 0.32379996654959026, + "grad_norm": 0.8321826130171818, + "learning_rate": 9.998121808030904e-07, + "logits/chosen": -0.357062965631485, + "logits/rejected": -0.2568349540233612, + "logps/chosen": -4.870299339294434, + "logps/rejected": -5.030634880065918, + "loss": 0.0555, + "rewards/accuracies": 0.612500011920929, + "rewards/chosen": -4.870299339294434, + "rewards/margins": 0.1603357344865799, + "rewards/rejected": -5.030634880065918, + "sft_loss": 4.602914333343506, + "step": 605 + }, + { + "epoch": 0.3264759993309918, + "grad_norm": 1.903871359660858, + "learning_rate": 9.997670727736379e-07, + "logits/chosen": -0.3140949606895447, + "logits/rejected": -0.054246217012405396, + "logps/chosen": -4.632641792297363, + "logps/rejected": -4.857050895690918, + "loss": 0.0545, + "rewards/accuracies": 0.581250011920929, + "rewards/chosen": -4.632641792297363, + "rewards/margins": 0.22440913319587708, + "rewards/rejected": -4.857050895690918, + "sft_loss": 4.307807922363281, + "step": 610 + }, + { + "epoch": 0.32915203211239336, + "grad_norm": 0.9977812625827974, + "learning_rate": 9.99717116001853e-07, + "logits/chosen": -0.32023006677627563, + "logits/rejected": -0.19051554799079895, + "logps/chosen": -4.718859672546387, + "logps/rejected": -5.049766540527344, + "loss": 0.0539, + "rewards/accuracies": 0.6312500238418579, + "rewards/chosen": -4.718859672546387, + "rewards/margins": 0.33090734481811523, + "rewards/rejected": -5.049766540527344, + "sft_loss": 4.482518196105957, + "step": 615 + }, + { + "epoch": 0.33182806489379496, + "grad_norm": 1.076283983986177, + "learning_rate": 9.996623109724173e-07, + "logits/chosen": -0.15702661871910095, + "logits/rejected": -0.042694397270679474, + "logps/chosen": -4.6651930809021, + "logps/rejected": -4.863068580627441, + "loss": 0.0546, + "rewards/accuracies": 0.625, + "rewards/chosen": -4.6651930809021, + "rewards/margins": 0.19787581264972687, + "rewards/rejected": -4.863068580627441, + "sft_loss": 4.419007301330566, + "step": 620 + }, + { + "epoch": 0.3345040976751965, + "grad_norm": 0.8598104129229739, + "learning_rate": 9.996026582170488e-07, + "logits/chosen": -0.22388014197349548, + "logits/rejected": 0.012990092858672142, + "logps/chosen": -4.589800834655762, + "logps/rejected": -4.9947404861450195, + "loss": 0.0534, + "rewards/accuracies": 0.6312500238418579, + "rewards/chosen": -4.589800834655762, + "rewards/margins": 0.40493983030319214, + "rewards/rejected": -4.9947404861450195, + "sft_loss": 4.264779090881348, + "step": 625 + }, + { + "epoch": 0.3371801304565981, + "grad_norm": 0.9323971405554444, + "learning_rate": 9.995381583144996e-07, + "logits/chosen": -0.2541266977787018, + "logits/rejected": -0.09219606220722198, + "logps/chosen": -4.74979305267334, + "logps/rejected": -5.008017539978027, + "loss": 0.0545, + "rewards/accuracies": 0.6000000238418579, + "rewards/chosen": -4.74979305267334, + "rewards/margins": 0.2582244277000427, + "rewards/rejected": -5.008017539978027, + "sft_loss": 4.4836955070495605, + "step": 630 + }, + { + "epoch": 0.33985616323799966, + "grad_norm": 1.544263012484942, + "learning_rate": 9.994688118905471e-07, + "logits/chosen": -0.29842329025268555, + "logits/rejected": 0.029618164524435997, + "logps/chosen": -4.634865760803223, + "logps/rejected": -5.008535861968994, + "loss": 0.0541, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.634865760803223, + "rewards/margins": 0.37367022037506104, + "rewards/rejected": -5.008535861968994, + "sft_loss": 4.411338806152344, + "step": 635 + }, + { + "epoch": 0.3425321960194012, + "grad_norm": 0.5957628921148597, + "learning_rate": 9.993946196179912e-07, + "logits/chosen": -0.3504573404788971, + "logits/rejected": -0.06777174770832062, + "logps/chosen": -4.82008171081543, + "logps/rejected": -5.081010341644287, + "loss": 0.055, + "rewards/accuracies": 0.581250011920929, + "rewards/chosen": -4.82008171081543, + "rewards/margins": 0.2609284222126007, + "rewards/rejected": -5.081010341644287, + "sft_loss": 4.516536235809326, + "step": 640 + }, + { + "epoch": 0.3452082288008028, + "grad_norm": 0.8031038766853787, + "learning_rate": 9.993155822166455e-07, + "logits/chosen": -0.36658331751823425, + "logits/rejected": -0.2720224857330322, + "logps/chosen": -4.595765113830566, + "logps/rejected": -4.878204345703125, + "loss": 0.0543, + "rewards/accuracies": 0.574999988079071, + "rewards/chosen": -4.595765113830566, + "rewards/margins": 0.2824389934539795, + "rewards/rejected": -4.878204345703125, + "sft_loss": 4.362072467803955, + "step": 645 + }, + { + "epoch": 0.34788426158220437, + "grad_norm": 0.6128000957148086, + "learning_rate": 9.992317004533313e-07, + "logits/chosen": -0.34441816806793213, + "logits/rejected": -0.23594839870929718, + "logps/chosen": -4.604920864105225, + "logps/rejected": -4.89302396774292, + "loss": 0.0551, + "rewards/accuracies": 0.6000000238418579, + "rewards/chosen": -4.604920864105225, + "rewards/margins": 0.28810301423072815, + "rewards/rejected": -4.89302396774292, + "sft_loss": 4.383151531219482, + "step": 650 + }, + { + "epoch": 0.350560294363606, + "grad_norm": 0.9221890544863284, + "learning_rate": 9.991429751418696e-07, + "logits/chosen": -0.34770020842552185, + "logits/rejected": -0.32439878582954407, + "logps/chosen": -4.752337455749512, + "logps/rejected": -5.003704071044922, + "loss": 0.0547, + "rewards/accuracies": 0.5874999761581421, + "rewards/chosen": -4.752337455749512, + "rewards/margins": 0.2513658106327057, + "rewards/rejected": -5.003704071044922, + "sft_loss": 4.506827354431152, + "step": 655 + }, + { + "epoch": 0.3532363271450075, + "grad_norm": 0.7097128063174312, + "learning_rate": 9.99049407143074e-07, + "logits/chosen": -0.4512445330619812, + "logits/rejected": -0.2543826997280121, + "logps/chosen": -4.896830081939697, + "logps/rejected": -4.962733745574951, + "loss": 0.056, + "rewards/accuracies": 0.550000011920929, + "rewards/chosen": -4.896830081939697, + "rewards/margins": 0.06590431928634644, + "rewards/rejected": -4.962733745574951, + "sft_loss": 4.547211647033691, + "step": 660 + }, + { + "epoch": 0.35591235992640907, + "grad_norm": 0.866563578264519, + "learning_rate": 9.989509973647416e-07, + "logits/chosen": -0.4053463339805603, + "logits/rejected": -0.20467785000801086, + "logps/chosen": -4.752414226531982, + "logps/rejected": -5.033076763153076, + "loss": 0.054, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -4.752414226531982, + "rewards/margins": 0.2806623578071594, + "rewards/rejected": -5.033076763153076, + "sft_loss": 4.508490562438965, + "step": 665 + }, + { + "epoch": 0.3585883927078107, + "grad_norm": 0.810281083281331, + "learning_rate": 9.988477467616445e-07, + "logits/chosen": -0.3855820298194885, + "logits/rejected": -0.1145135909318924, + "logps/chosen": -4.608223915100098, + "logps/rejected": -4.887753009796143, + "loss": 0.0544, + "rewards/accuracies": 0.625, + "rewards/chosen": -4.608223915100098, + "rewards/margins": 0.27952879667282104, + "rewards/rejected": -4.887753009796143, + "sft_loss": 4.343533992767334, + "step": 670 + }, + { + "epoch": 0.3612644254892122, + "grad_norm": 0.765948472723309, + "learning_rate": 9.987396563355205e-07, + "logits/chosen": -0.37758225202560425, + "logits/rejected": -0.25603145360946655, + "logps/chosen": -4.832340240478516, + "logps/rejected": -5.092775344848633, + "loss": 0.0554, + "rewards/accuracies": 0.6187499761581421, + "rewards/chosen": -4.832340240478516, + "rewards/margins": 0.2604350447654724, + "rewards/rejected": -5.092775344848633, + "sft_loss": 4.5779595375061035, + "step": 675 + }, + { + "epoch": 0.36394045827061383, + "grad_norm": 1.3162704456915373, + "learning_rate": 9.986267271350631e-07, + "logits/chosen": -0.30360686779022217, + "logits/rejected": -0.10046778619289398, + "logps/chosen": -4.6535325050354, + "logps/rejected": -4.831793785095215, + "loss": 0.0558, + "rewards/accuracies": 0.5687500238418579, + "rewards/chosen": -4.6535325050354, + "rewards/margins": 0.1782616376876831, + "rewards/rejected": -4.831793785095215, + "sft_loss": 4.3908586502075195, + "step": 680 + }, + { + "epoch": 0.3666164910520154, + "grad_norm": 0.6702119836091758, + "learning_rate": 9.985089602559123e-07, + "logits/chosen": -0.3431549072265625, + "logits/rejected": -0.09186934679746628, + "logps/chosen": -4.754274845123291, + "logps/rejected": -5.079950332641602, + "loss": 0.0536, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.754274845123291, + "rewards/margins": 0.32567575573921204, + "rewards/rejected": -5.079950332641602, + "sft_loss": 4.485215663909912, + "step": 685 + }, + { + "epoch": 0.369292523833417, + "grad_norm": 1.7364082121305755, + "learning_rate": 9.983863568406428e-07, + "logits/chosen": -0.23817995190620422, + "logits/rejected": -0.19120314717292786, + "logps/chosen": -4.565924167633057, + "logps/rejected": -4.769357681274414, + "loss": 0.055, + "rewards/accuracies": 0.581250011920929, + "rewards/chosen": -4.565924167633057, + "rewards/margins": 0.20343346893787384, + "rewards/rejected": -4.769357681274414, + "sft_loss": 4.296526908874512, + "step": 690 + }, + { + "epoch": 0.37196855661481854, + "grad_norm": 0.6355258111678728, + "learning_rate": 9.982589180787532e-07, + "logits/chosen": -0.3066914975643158, + "logits/rejected": -0.16904620826244354, + "logps/chosen": -4.9275007247924805, + "logps/rejected": -5.171297073364258, + "loss": 0.0549, + "rewards/accuracies": 0.581250011920929, + "rewards/chosen": -4.9275007247924805, + "rewards/margins": 0.24379606544971466, + "rewards/rejected": -5.171297073364258, + "sft_loss": 4.645675182342529, + "step": 695 + }, + { + "epoch": 0.3746445893962201, + "grad_norm": 1.0087240174156498, + "learning_rate": 9.981266452066553e-07, + "logits/chosen": -0.3922460973262787, + "logits/rejected": -0.16909214854240417, + "logps/chosen": -4.540804862976074, + "logps/rejected": -4.852003574371338, + "loss": 0.054, + "rewards/accuracies": 0.5874999761581421, + "rewards/chosen": -4.540804862976074, + "rewards/margins": 0.3111991286277771, + "rewards/rejected": -4.852003574371338, + "sft_loss": 4.311594009399414, + "step": 700 + }, + { + "epoch": 0.3773206221776217, + "grad_norm": 0.4712790116938098, + "learning_rate": 9.979895395076608e-07, + "logits/chosen": -0.3389566242694855, + "logits/rejected": -0.05373547226190567, + "logps/chosen": -4.65207576751709, + "logps/rejected": -4.978102684020996, + "loss": 0.054, + "rewards/accuracies": 0.612500011920929, + "rewards/chosen": -4.65207576751709, + "rewards/margins": 0.3260273039340973, + "rewards/rejected": -4.978102684020996, + "sft_loss": 4.382485389709473, + "step": 705 + }, + { + "epoch": 0.37999665495902324, + "grad_norm": 0.588171827288888, + "learning_rate": 9.9784760231197e-07, + "logits/chosen": -0.2382487952709198, + "logits/rejected": -0.08627081662416458, + "logps/chosen": -4.65833044052124, + "logps/rejected": -4.9416937828063965, + "loss": 0.054, + "rewards/accuracies": 0.625, + "rewards/chosen": -4.65833044052124, + "rewards/margins": 0.2833631634712219, + "rewards/rejected": -4.9416937828063965, + "sft_loss": 4.383979797363281, + "step": 710 + }, + { + "epoch": 0.38267268774042484, + "grad_norm": 0.5290613154317763, + "learning_rate": 9.97700834996658e-07, + "logits/chosen": -0.2827507555484772, + "logits/rejected": -0.046073682606220245, + "logps/chosen": -4.779943943023682, + "logps/rejected": -4.971959114074707, + "loss": 0.0542, + "rewards/accuracies": 0.5562499761581421, + "rewards/chosen": -4.779943943023682, + "rewards/margins": 0.19201482832431793, + "rewards/rejected": -4.971959114074707, + "sft_loss": 4.34407901763916, + "step": 715 + }, + { + "epoch": 0.3853487205218264, + "grad_norm": 0.6632322309729074, + "learning_rate": 9.97549238985662e-07, + "logits/chosen": -0.2679640054702759, + "logits/rejected": -0.01135767437517643, + "logps/chosen": -4.855249404907227, + "logps/rejected": -5.212562561035156, + "loss": 0.054, + "rewards/accuracies": 0.606249988079071, + "rewards/chosen": -4.855249404907227, + "rewards/margins": 0.3573140501976013, + "rewards/rejected": -5.212562561035156, + "sft_loss": 4.536675453186035, + "step": 720 + }, + { + "epoch": 0.38802475330322794, + "grad_norm": 0.8952742598506807, + "learning_rate": 9.973928157497674e-07, + "logits/chosen": -0.328164666891098, + "logits/rejected": -0.1100778579711914, + "logps/chosen": -4.614842891693115, + "logps/rejected": -4.933849334716797, + "loss": 0.0537, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -4.614842891693115, + "rewards/margins": 0.3190067410469055, + "rewards/rejected": -4.933849334716797, + "sft_loss": 4.245141983032227, + "step": 725 + }, + { + "epoch": 0.39070078608462955, + "grad_norm": 1.2109420104021242, + "learning_rate": 9.972315668065927e-07, + "logits/chosen": -0.36284494400024414, + "logits/rejected": -0.19368380308151245, + "logps/chosen": -4.754213809967041, + "logps/rejected": -5.005512237548828, + "loss": 0.0539, + "rewards/accuracies": 0.59375, + "rewards/chosen": -4.754213809967041, + "rewards/margins": 0.251298725605011, + "rewards/rejected": -5.005512237548828, + "sft_loss": 4.37929105758667, + "step": 730 + }, + { + "epoch": 0.3933768188660311, + "grad_norm": 0.5615055732458076, + "learning_rate": 9.97065493720576e-07, + "logits/chosen": -0.37686052918434143, + "logits/rejected": -0.21963970363140106, + "logps/chosen": -4.625882148742676, + "logps/rejected": -4.9359564781188965, + "loss": 0.0541, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -4.625882148742676, + "rewards/margins": 0.31007346510887146, + "rewards/rejected": -4.9359564781188965, + "sft_loss": 4.357583045959473, + "step": 735 + }, + { + "epoch": 0.3960528516474327, + "grad_norm": 0.6515251035088281, + "learning_rate": 9.968945981029594e-07, + "logits/chosen": -0.3726346790790558, + "logits/rejected": -0.1442079395055771, + "logps/chosen": -4.788451194763184, + "logps/rejected": -5.127315044403076, + "loss": 0.0526, + "rewards/accuracies": 0.668749988079071, + "rewards/chosen": -4.788451194763184, + "rewards/margins": 0.3388644754886627, + "rewards/rejected": -5.127315044403076, + "sft_loss": 4.329194068908691, + "step": 740 + }, + { + "epoch": 0.39872888442883425, + "grad_norm": 1.3818832254616853, + "learning_rate": 9.967188816117726e-07, + "logits/chosen": -0.26630935072898865, + "logits/rejected": -0.09576726704835892, + "logps/chosen": -4.753724098205566, + "logps/rejected": -5.164248466491699, + "loss": 0.0552, + "rewards/accuracies": 0.612500011920929, + "rewards/chosen": -4.753724098205566, + "rewards/margins": 0.41052454710006714, + "rewards/rejected": -5.164248466491699, + "sft_loss": 4.3944525718688965, + "step": 745 + }, + { + "epoch": 0.4014049172102358, + "grad_norm": 0.96053540482909, + "learning_rate": 9.965383459518179e-07, + "logits/chosen": -0.3140408396720886, + "logits/rejected": -0.02686697617173195, + "logps/chosen": -4.793798923492432, + "logps/rejected": -5.13473653793335, + "loss": 0.0541, + "rewards/accuracies": 0.6187499761581421, + "rewards/chosen": -4.793798923492432, + "rewards/margins": 0.34093838930130005, + "rewards/rejected": -5.13473653793335, + "sft_loss": 4.362773895263672, + "step": 750 + }, + { + "epoch": 0.4040809499916374, + "grad_norm": 0.6390136909223184, + "learning_rate": 9.963529928746533e-07, + "logits/chosen": -0.22388967871665955, + "logits/rejected": 0.006080237217247486, + "logps/chosen": -4.874973297119141, + "logps/rejected": -5.298001289367676, + "loss": 0.0538, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -4.874973297119141, + "rewards/margins": 0.4230283796787262, + "rewards/rejected": -5.298001289367676, + "sft_loss": 4.536044120788574, + "step": 755 + }, + { + "epoch": 0.40675698277303896, + "grad_norm": 0.7605884515321404, + "learning_rate": 9.961628241785746e-07, + "logits/chosen": -0.26968467235565186, + "logits/rejected": -0.13087113201618195, + "logps/chosen": -4.522748947143555, + "logps/rejected": -4.854702949523926, + "loss": 0.0538, + "rewards/accuracies": 0.59375, + "rewards/chosen": -4.522748947143555, + "rewards/margins": 0.3319534361362457, + "rewards/rejected": -4.854702949523926, + "sft_loss": 4.225506782531738, + "step": 760 + }, + { + "epoch": 0.40943301555444056, + "grad_norm": 0.8277696412229419, + "learning_rate": 9.959678417085998e-07, + "logits/chosen": -0.23488867282867432, + "logits/rejected": -0.1160377487540245, + "logps/chosen": -4.7814202308654785, + "logps/rejected": -4.9829325675964355, + "loss": 0.0552, + "rewards/accuracies": 0.5874999761581421, + "rewards/chosen": -4.7814202308654785, + "rewards/margins": 0.20151281356811523, + "rewards/rejected": -4.9829325675964355, + "sft_loss": 4.5762739181518555, + "step": 765 + }, + { + "epoch": 0.4121090483358421, + "grad_norm": 0.62157271815199, + "learning_rate": 9.957680473564493e-07, + "logits/chosen": -0.15221163630485535, + "logits/rejected": 0.05266900733113289, + "logps/chosen": -4.784552574157715, + "logps/rejected": -5.051705360412598, + "loss": 0.0537, + "rewards/accuracies": 0.606249988079071, + "rewards/chosen": -4.784552574157715, + "rewards/margins": 0.26715198159217834, + "rewards/rejected": -5.051705360412598, + "sft_loss": 4.40114688873291, + "step": 770 + }, + { + "epoch": 0.41478508111724366, + "grad_norm": 0.468516521364259, + "learning_rate": 9.95563443060529e-07, + "logits/chosen": -0.32061243057250977, + "logits/rejected": -0.0629098191857338, + "logps/chosen": -4.645053863525391, + "logps/rejected": -4.881279945373535, + "loss": 0.054, + "rewards/accuracies": 0.5562499761581421, + "rewards/chosen": -4.645053863525391, + "rewards/margins": 0.23622579872608185, + "rewards/rejected": -4.881279945373535, + "sft_loss": 4.328852653503418, + "step": 775 + }, + { + "epoch": 0.41746111389864526, + "grad_norm": 0.6662442429371508, + "learning_rate": 9.95354030805911e-07, + "logits/chosen": -0.4331437647342682, + "logits/rejected": -0.2046525925397873, + "logps/chosen": -4.6892008781433105, + "logps/rejected": -4.949892997741699, + "loss": 0.0538, + "rewards/accuracies": 0.5874999761581421, + "rewards/chosen": -4.6892008781433105, + "rewards/margins": 0.26069265604019165, + "rewards/rejected": -4.949892997741699, + "sft_loss": 4.416562080383301, + "step": 780 + }, + { + "epoch": 0.4201371466800468, + "grad_norm": 1.4270248860333101, + "learning_rate": 9.951398126243133e-07, + "logits/chosen": -0.2729490399360657, + "logits/rejected": -0.12573480606079102, + "logps/chosen": -4.7296462059021, + "logps/rejected": -5.007996082305908, + "loss": 0.0544, + "rewards/accuracies": 0.6312500238418579, + "rewards/chosen": -4.7296462059021, + "rewards/margins": 0.27834954857826233, + "rewards/rejected": -5.007996082305908, + "sft_loss": 4.425854682922363, + "step": 785 + }, + { + "epoch": 0.4228131794614484, + "grad_norm": 0.6149559348382854, + "learning_rate": 9.94920790594082e-07, + "logits/chosen": -0.3410663902759552, + "logits/rejected": -0.18231642246246338, + "logps/chosen": -4.601952075958252, + "logps/rejected": -4.903101921081543, + "loss": 0.0532, + "rewards/accuracies": 0.625, + "rewards/chosen": -4.601952075958252, + "rewards/margins": 0.30115026235580444, + "rewards/rejected": -4.903101921081543, + "sft_loss": 4.3076982498168945, + "step": 790 + }, + { + "epoch": 0.42548921224284997, + "grad_norm": 0.45452309863432017, + "learning_rate": 9.946969668401696e-07, + "logits/chosen": -0.4137187898159027, + "logits/rejected": -0.14778129756450653, + "logps/chosen": -4.504861354827881, + "logps/rejected": -4.95142936706543, + "loss": 0.0534, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -4.504861354827881, + "rewards/margins": 0.44656771421432495, + "rewards/rejected": -4.95142936706543, + "sft_loss": 4.271914958953857, + "step": 795 + }, + { + "epoch": 0.4281652450242516, + "grad_norm": 0.6182844933475908, + "learning_rate": 9.944683435341155e-07, + "logits/chosen": -0.26473289728164673, + "logits/rejected": -0.16446137428283691, + "logps/chosen": -4.790329933166504, + "logps/rejected": -5.15310525894165, + "loss": 0.0531, + "rewards/accuracies": 0.6875, + "rewards/chosen": -4.790329933166504, + "rewards/margins": 0.3627750277519226, + "rewards/rejected": -5.15310525894165, + "sft_loss": 4.367070198059082, + "step": 800 + }, + { + "epoch": 0.4281652450242516, + "eval_logits/chosen": 0.129440575838089, + "eval_logits/rejected": 0.25413477420806885, + "eval_logps/chosen": -4.5659942626953125, + "eval_logps/rejected": -4.939233779907227, + "eval_loss": 0.05261680856347084, + "eval_rewards/accuracies": 0.6157270073890686, + "eval_rewards/chosen": -4.5659942626953125, + "eval_rewards/margins": 0.373240202665329, + "eval_rewards/rejected": -4.939233779907227, + "eval_runtime": 43.5084, + "eval_samples_per_second": 30.914, + "eval_sft_loss": 4.0511393547058105, + "eval_steps_per_second": 7.746, + "step": 800 + }, + { + "epoch": 0.4308412778056531, + "grad_norm": 0.7182798514374586, + "learning_rate": 9.942349228940236e-07, + "logits/chosen": -0.3890208303928375, + "logits/rejected": -0.13592301309108734, + "logps/chosen": -4.470497131347656, + "logps/rejected": -5.118318557739258, + "loss": 0.0522, + "rewards/accuracies": 0.706250011920929, + "rewards/chosen": -4.470497131347656, + "rewards/margins": 0.6478214859962463, + "rewards/rejected": -5.118318557739258, + "sft_loss": 4.132109642028809, + "step": 805 + }, + { + "epoch": 0.43351731058705467, + "grad_norm": 1.2682233477491278, + "learning_rate": 9.939967071845424e-07, + "logits/chosen": -0.33702266216278076, + "logits/rejected": -0.2550191879272461, + "logps/chosen": -5.065579891204834, + "logps/rejected": -5.333920478820801, + "loss": 0.0565, + "rewards/accuracies": 0.581250011920929, + "rewards/chosen": -5.065579891204834, + "rewards/margins": 0.26833999156951904, + "rewards/rejected": -5.333920478820801, + "sft_loss": 4.749798774719238, + "step": 810 + }, + { + "epoch": 0.4361933433684563, + "grad_norm": 2.044570165392625, + "learning_rate": 9.937536987168413e-07, + "logits/chosen": -0.26246196031570435, + "logits/rejected": -0.07664032280445099, + "logps/chosen": -4.736085891723633, + "logps/rejected": -5.093490123748779, + "loss": 0.0532, + "rewards/accuracies": 0.6000000238418579, + "rewards/chosen": -4.736085891723633, + "rewards/margins": 0.35740429162979126, + "rewards/rejected": -5.093490123748779, + "sft_loss": 4.295095920562744, + "step": 815 + }, + { + "epoch": 0.4388693761498578, + "grad_norm": 0.5535126842165531, + "learning_rate": 9.935058998485896e-07, + "logits/chosen": -0.24898965656757355, + "logits/rejected": -0.23044578731060028, + "logps/chosen": -4.624701976776123, + "logps/rejected": -4.948840141296387, + "loss": 0.0542, + "rewards/accuracies": 0.6187499761581421, + "rewards/chosen": -4.624701976776123, + "rewards/margins": 0.32413753867149353, + "rewards/rejected": -4.948840141296387, + "sft_loss": 4.249537467956543, + "step": 820 + }, + { + "epoch": 0.44154540893125943, + "grad_norm": 1.2057278393769568, + "learning_rate": 9.932533129839333e-07, + "logits/chosen": -0.4744848608970642, + "logits/rejected": -0.30530792474746704, + "logps/chosen": -4.787722587585449, + "logps/rejected": -4.9824538230896, + "loss": 0.0548, + "rewards/accuracies": 0.6187499761581421, + "rewards/chosen": -4.787722587585449, + "rewards/margins": 0.19473133981227875, + "rewards/rejected": -4.9824538230896, + "sft_loss": 4.53950309753418, + "step": 825 + }, + { + "epoch": 0.444221441712661, + "grad_norm": 0.8911826448855662, + "learning_rate": 9.929959405734711e-07, + "logits/chosen": -0.3885073959827423, + "logits/rejected": -0.19365429878234863, + "logps/chosen": -4.577334403991699, + "logps/rejected": -4.867704391479492, + "loss": 0.054, + "rewards/accuracies": 0.637499988079071, + "rewards/chosen": -4.577334403991699, + "rewards/margins": 0.2903694808483124, + "rewards/rejected": -4.867704391479492, + "sft_loss": 4.387232780456543, + "step": 830 + }, + { + "epoch": 0.44689747449406253, + "grad_norm": 0.46989283083166355, + "learning_rate": 9.927337851142314e-07, + "logits/chosen": -0.45201578736305237, + "logits/rejected": -0.2976873219013214, + "logps/chosen": -4.781838417053223, + "logps/rejected": -4.962854862213135, + "loss": 0.0547, + "rewards/accuracies": 0.550000011920929, + "rewards/chosen": -4.781838417053223, + "rewards/margins": 0.18101605772972107, + "rewards/rejected": -4.962854862213135, + "sft_loss": 4.531754493713379, + "step": 835 + }, + { + "epoch": 0.44957350727546413, + "grad_norm": 0.5984158522488067, + "learning_rate": 9.924668491496474e-07, + "logits/chosen": -0.5003188848495483, + "logits/rejected": -0.19921065866947174, + "logps/chosen": -4.628960132598877, + "logps/rejected": -4.916049957275391, + "loss": 0.0538, + "rewards/accuracies": 0.6187499761581421, + "rewards/chosen": -4.628960132598877, + "rewards/margins": 0.2870899438858032, + "rewards/rejected": -4.916049957275391, + "sft_loss": 4.346935272216797, + "step": 840 + }, + { + "epoch": 0.4522495400568657, + "grad_norm": 0.41997151195828325, + "learning_rate": 9.92195135269533e-07, + "logits/chosen": -0.38395342230796814, + "logits/rejected": -0.3282047212123871, + "logps/chosen": -4.585183620452881, + "logps/rejected": -4.829873561859131, + "loss": 0.0539, + "rewards/accuracies": 0.612500011920929, + "rewards/chosen": -4.585183620452881, + "rewards/margins": 0.24468998610973358, + "rewards/rejected": -4.829873561859131, + "sft_loss": 4.319632530212402, + "step": 845 + }, + { + "epoch": 0.4549255728382673, + "grad_norm": 0.6000201095981429, + "learning_rate": 9.919186461100574e-07, + "logits/chosen": -0.5364987254142761, + "logits/rejected": -0.38975319266319275, + "logps/chosen": -4.638622283935547, + "logps/rejected": -4.927207946777344, + "loss": 0.0538, + "rewards/accuracies": 0.6187499761581421, + "rewards/chosen": -4.638622283935547, + "rewards/margins": 0.28858625888824463, + "rewards/rejected": -4.927207946777344, + "sft_loss": 4.3973798751831055, + "step": 850 + }, + { + "epoch": 0.45760160561966884, + "grad_norm": 0.6069321114919756, + "learning_rate": 9.9163738435372e-07, + "logits/chosen": -0.44249457120895386, + "logits/rejected": -0.24139097332954407, + "logps/chosen": -4.556834697723389, + "logps/rejected": -4.969690799713135, + "loss": 0.0543, + "rewards/accuracies": 0.6187499761581421, + "rewards/chosen": -4.556834697723389, + "rewards/margins": 0.41285595297813416, + "rewards/rejected": -4.969690799713135, + "sft_loss": 4.3291335105896, + "step": 855 + }, + { + "epoch": 0.4602776384010704, + "grad_norm": 1.2083997679194676, + "learning_rate": 9.913513527293234e-07, + "logits/chosen": -0.5292937159538269, + "logits/rejected": -0.29144081473350525, + "logps/chosen": -4.674202919006348, + "logps/rejected": -5.032801628112793, + "loss": 0.0538, + "rewards/accuracies": 0.6312500238418579, + "rewards/chosen": -4.674202919006348, + "rewards/margins": 0.3585989773273468, + "rewards/rejected": -5.032801628112793, + "sft_loss": 4.352255344390869, + "step": 860 + }, + { + "epoch": 0.462953671182472, + "grad_norm": 1.0394633636666102, + "learning_rate": 9.910605540119474e-07, + "logits/chosen": -0.4250844419002533, + "logits/rejected": -0.2460746318101883, + "logps/chosen": -4.961132049560547, + "logps/rejected": -5.249226093292236, + "loss": 0.0548, + "rewards/accuracies": 0.59375, + "rewards/chosen": -4.961132049560547, + "rewards/margins": 0.28809377551078796, + "rewards/rejected": -5.249226093292236, + "sft_loss": 4.555105209350586, + "step": 865 + }, + { + "epoch": 0.46562970396387354, + "grad_norm": 0.7279167565907648, + "learning_rate": 9.907649910229227e-07, + "logits/chosen": -0.49782466888427734, + "logits/rejected": -0.13824693858623505, + "logps/chosen": -4.548239707946777, + "logps/rejected": -4.925876617431641, + "loss": 0.0535, + "rewards/accuracies": 0.643750011920929, + "rewards/chosen": -4.548239707946777, + "rewards/margins": 0.37763601541519165, + "rewards/rejected": -4.925876617431641, + "sft_loss": 4.260447025299072, + "step": 870 + }, + { + "epoch": 0.46830573674527515, + "grad_norm": 0.5335372480339191, + "learning_rate": 9.90464666629803e-07, + "logits/chosen": -0.3451125919818878, + "logits/rejected": -0.2164868861436844, + "logps/chosen": -4.661952018737793, + "logps/rejected": -4.983109951019287, + "loss": 0.0549, + "rewards/accuracies": 0.5562499761581421, + "rewards/chosen": -4.661952018737793, + "rewards/margins": 0.3211577236652374, + "rewards/rejected": -4.983109951019287, + "sft_loss": 4.368287563323975, + "step": 875 + }, + { + "epoch": 0.4709817695266767, + "grad_norm": 0.9231096450635541, + "learning_rate": 9.901595837463363e-07, + "logits/chosen": -0.3921271860599518, + "logits/rejected": -0.14882740378379822, + "logps/chosen": -4.827698707580566, + "logps/rejected": -5.257676124572754, + "loss": 0.0542, + "rewards/accuracies": 0.643750011920929, + "rewards/chosen": -4.827698707580566, + "rewards/margins": 0.42997655272483826, + "rewards/rejected": -5.257676124572754, + "sft_loss": 4.5653581619262695, + "step": 880 + }, + { + "epoch": 0.47365780230807825, + "grad_norm": 0.4538265940639913, + "learning_rate": 9.898497453324384e-07, + "logits/chosen": -0.3491121828556061, + "logits/rejected": -0.24148587882518768, + "logps/chosen": -4.694242477416992, + "logps/rejected": -4.968047142028809, + "loss": 0.0534, + "rewards/accuracies": 0.6312500238418579, + "rewards/chosen": -4.694242477416992, + "rewards/margins": 0.27380457520484924, + "rewards/rejected": -4.968047142028809, + "sft_loss": 4.328099727630615, + "step": 885 + }, + { + "epoch": 0.47633383508947985, + "grad_norm": 0.5980027880690659, + "learning_rate": 9.895351543941628e-07, + "logits/chosen": -0.4275690019130707, + "logits/rejected": -0.25901514291763306, + "logps/chosen": -4.467679500579834, + "logps/rejected": -4.724061012268066, + "loss": 0.0548, + "rewards/accuracies": 0.581250011920929, + "rewards/chosen": -4.467679500579834, + "rewards/margins": 0.2563806176185608, + "rewards/rejected": -4.724061012268066, + "sft_loss": 4.149270057678223, + "step": 890 + }, + { + "epoch": 0.4790098678708814, + "grad_norm": 0.8479129823816223, + "learning_rate": 9.892158139836724e-07, + "logits/chosen": -0.35013651847839355, + "logits/rejected": -0.21295437216758728, + "logps/chosen": -5.047763824462891, + "logps/rejected": -5.160143852233887, + "loss": 0.0551, + "rewards/accuracies": 0.543749988079071, + "rewards/chosen": -5.047763824462891, + "rewards/margins": 0.11238014698028564, + "rewards/rejected": -5.160143852233887, + "sft_loss": 4.720696926116943, + "step": 895 + }, + { + "epoch": 0.481685900652283, + "grad_norm": 1.7723523796984688, + "learning_rate": 9.88891727199209e-07, + "logits/chosen": -0.42566758394241333, + "logits/rejected": -0.3050028383731842, + "logps/chosen": -4.764883518218994, + "logps/rejected": -4.984330654144287, + "loss": 0.0537, + "rewards/accuracies": 0.6187499761581421, + "rewards/chosen": -4.764883518218994, + "rewards/margins": 0.21944740414619446, + "rewards/rejected": -4.984330654144287, + "sft_loss": 4.396208763122559, + "step": 900 + }, + { + "epoch": 0.48436193343368455, + "grad_norm": 0.6330269647399032, + "learning_rate": 9.885628971850641e-07, + "logits/chosen": -0.3774091601371765, + "logits/rejected": -0.11741908639669418, + "logps/chosen": -4.430881977081299, + "logps/rejected": -4.842067718505859, + "loss": 0.0531, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.430881977081299, + "rewards/margins": 0.41118550300598145, + "rewards/rejected": -4.842067718505859, + "sft_loss": 4.126009941101074, + "step": 905 + }, + { + "epoch": 0.48703796621508616, + "grad_norm": 0.4014471425285204, + "learning_rate": 9.882293271315481e-07, + "logits/chosen": -0.40995973348617554, + "logits/rejected": -0.2649644911289215, + "logps/chosen": -4.809659004211426, + "logps/rejected": -5.131319999694824, + "loss": 0.0539, + "rewards/accuracies": 0.6312500238418579, + "rewards/chosen": -4.809659004211426, + "rewards/margins": 0.3216610848903656, + "rewards/rejected": -5.131319999694824, + "sft_loss": 4.472898006439209, + "step": 910 + }, + { + "epoch": 0.4897139989964877, + "grad_norm": 0.6118368817774394, + "learning_rate": 9.878910202749589e-07, + "logits/chosen": -0.3659573197364807, + "logits/rejected": -0.10987311601638794, + "logps/chosen": -4.581470489501953, + "logps/rejected": -4.995975494384766, + "loss": 0.0531, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -4.581470489501953, + "rewards/margins": 0.41450485587120056, + "rewards/rejected": -4.995975494384766, + "sft_loss": 4.3380351066589355, + "step": 915 + }, + { + "epoch": 0.49239003177788926, + "grad_norm": 0.6945048585807432, + "learning_rate": 9.875479798975512e-07, + "logits/chosen": -0.18761909008026123, + "logits/rejected": 0.05204455927014351, + "logps/chosen": -4.485073089599609, + "logps/rejected": -5.013813018798828, + "loss": 0.0531, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -4.485073089599609, + "rewards/margins": 0.528739869594574, + "rewards/rejected": -5.013813018798828, + "sft_loss": 4.219447135925293, + "step": 920 + }, + { + "epoch": 0.49506606455929086, + "grad_norm": 0.7348924833299391, + "learning_rate": 9.87200209327504e-07, + "logits/chosen": -0.2375284880399704, + "logits/rejected": 0.009685017168521881, + "logps/chosen": -4.710652828216553, + "logps/rejected": -4.918156147003174, + "loss": 0.0541, + "rewards/accuracies": 0.574999988079071, + "rewards/chosen": -4.710652828216553, + "rewards/margins": 0.20750336349010468, + "rewards/rejected": -4.918156147003174, + "sft_loss": 4.323351860046387, + "step": 925 + }, + { + "epoch": 0.4977420973406924, + "grad_norm": 0.8687040936956296, + "learning_rate": 9.868477119388894e-07, + "logits/chosen": -0.20819273591041565, + "logits/rejected": -0.1114293560385704, + "logps/chosen": -4.75814962387085, + "logps/rejected": -5.279811382293701, + "loss": 0.0537, + "rewards/accuracies": 0.6187499761581421, + "rewards/chosen": -4.75814962387085, + "rewards/margins": 0.521661639213562, + "rewards/rejected": -5.279811382293701, + "sft_loss": 4.488502025604248, + "step": 930 + }, + { + "epoch": 0.500418130122094, + "grad_norm": 0.6418592693754023, + "learning_rate": 9.864904911516383e-07, + "logits/chosen": -0.18937340378761292, + "logits/rejected": -0.09434659034013748, + "logps/chosen": -4.581448554992676, + "logps/rejected": -4.985015392303467, + "loss": 0.0537, + "rewards/accuracies": 0.643750011920929, + "rewards/chosen": -4.581448554992676, + "rewards/margins": 0.4035671651363373, + "rewards/rejected": -4.985015392303467, + "sft_loss": 4.2696309089660645, + "step": 935 + }, + { + "epoch": 0.5030941629034956, + "grad_norm": 0.7699757525815809, + "learning_rate": 9.861285504315084e-07, + "logits/chosen": -0.18925723433494568, + "logits/rejected": -0.07616479694843292, + "logps/chosen": -4.764031410217285, + "logps/rejected": -5.095522880554199, + "loss": 0.0545, + "rewards/accuracies": 0.6312500238418579, + "rewards/chosen": -4.764031410217285, + "rewards/margins": 0.3314912021160126, + "rewards/rejected": -5.095522880554199, + "sft_loss": 4.490479469299316, + "step": 940 + }, + { + "epoch": 0.5057701956848971, + "grad_norm": 0.37757312786798214, + "learning_rate": 9.857618932900502e-07, + "logits/chosen": -0.32902026176452637, + "logits/rejected": -0.10386113077402115, + "logps/chosen": -4.6742939949035645, + "logps/rejected": -5.106159210205078, + "loss": 0.0539, + "rewards/accuracies": 0.612500011920929, + "rewards/chosen": -4.6742939949035645, + "rewards/margins": 0.43186482787132263, + "rewards/rejected": -5.106159210205078, + "sft_loss": 4.532894134521484, + "step": 945 + }, + { + "epoch": 0.5084462284662987, + "grad_norm": 1.3493597510734785, + "learning_rate": 9.853905232845727e-07, + "logits/chosen": -0.2948172092437744, + "logits/rejected": -0.09298200905323029, + "logps/chosen": -4.439558029174805, + "logps/rejected": -4.737777233123779, + "loss": 0.0542, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -4.439558029174805, + "rewards/margins": 0.2982189357280731, + "rewards/rejected": -4.737777233123779, + "sft_loss": 4.231078624725342, + "step": 950 + }, + { + "epoch": 0.5111222612477003, + "grad_norm": 0.6918340143624974, + "learning_rate": 9.850144440181095e-07, + "logits/chosen": -0.27869707345962524, + "logits/rejected": -0.016635660082101822, + "logps/chosen": -4.659014701843262, + "logps/rejected": -4.985834121704102, + "loss": 0.0538, + "rewards/accuracies": 0.643750011920929, + "rewards/chosen": -4.659014701843262, + "rewards/margins": 0.32681965827941895, + "rewards/rejected": -4.985834121704102, + "sft_loss": 4.3856706619262695, + "step": 955 + }, + { + "epoch": 0.5137982940291018, + "grad_norm": 0.6120477442496692, + "learning_rate": 9.846336591393832e-07, + "logits/chosen": -0.29666954278945923, + "logits/rejected": -0.11472413688898087, + "logps/chosen": -4.67545223236084, + "logps/rejected": -5.038684844970703, + "loss": 0.0539, + "rewards/accuracies": 0.6875, + "rewards/chosen": -4.67545223236084, + "rewards/margins": 0.3632330298423767, + "rewards/rejected": -5.038684844970703, + "sft_loss": 4.411433696746826, + "step": 960 + }, + { + "epoch": 0.5164743268105034, + "grad_norm": 0.6360927411394314, + "learning_rate": 9.842481723427704e-07, + "logits/chosen": -0.2690829336643219, + "logits/rejected": -0.21832041442394257, + "logps/chosen": -4.791625499725342, + "logps/rejected": -5.1202778816223145, + "loss": 0.0547, + "rewards/accuracies": 0.5625, + "rewards/chosen": -4.791625499725342, + "rewards/margins": 0.32865259051322937, + "rewards/rejected": -5.1202778816223145, + "sft_loss": 4.518260955810547, + "step": 965 + }, + { + "epoch": 0.519150359591905, + "grad_norm": 0.4585645225121435, + "learning_rate": 9.838579873682658e-07, + "logits/chosen": -0.23320713639259338, + "logits/rejected": -0.23231375217437744, + "logps/chosen": -4.707311153411865, + "logps/rejected": -4.97707986831665, + "loss": 0.0544, + "rewards/accuracies": 0.612500011920929, + "rewards/chosen": -4.707311153411865, + "rewards/margins": 0.26976901292800903, + "rewards/rejected": -4.97707986831665, + "sft_loss": 4.333600044250488, + "step": 970 + }, + { + "epoch": 0.5218263923733065, + "grad_norm": 0.8276372357867279, + "learning_rate": 9.834631080014457e-07, + "logits/chosen": -0.4102146625518799, + "logits/rejected": -0.1439218968153, + "logps/chosen": -4.648586750030518, + "logps/rejected": -5.030804634094238, + "loss": 0.0525, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -4.648586750030518, + "rewards/margins": 0.38221827149391174, + "rewards/rejected": -5.030804634094238, + "sft_loss": 4.38181209564209, + "step": 975 + }, + { + "epoch": 0.5245024251547081, + "grad_norm": 0.3760930016074475, + "learning_rate": 9.830635380734312e-07, + "logits/chosen": -0.3494859039783478, + "logits/rejected": -0.1270177811384201, + "logps/chosen": -4.570178985595703, + "logps/rejected": -4.84365177154541, + "loss": 0.0538, + "rewards/accuracies": 0.6187499761581421, + "rewards/chosen": -4.570178985595703, + "rewards/margins": 0.2734723687171936, + "rewards/rejected": -4.84365177154541, + "sft_loss": 4.262513637542725, + "step": 980 + }, + { + "epoch": 0.5271784579361097, + "grad_norm": 0.5004938819787677, + "learning_rate": 9.826592814608517e-07, + "logits/chosen": -0.31395021080970764, + "logits/rejected": -0.05263252183794975, + "logps/chosen": -4.681024551391602, + "logps/rejected": -4.969412803649902, + "loss": 0.0538, + "rewards/accuracies": 0.5562499761581421, + "rewards/chosen": -4.681024551391602, + "rewards/margins": 0.2883884310722351, + "rewards/rejected": -4.969412803649902, + "sft_loss": 4.372974872589111, + "step": 985 + }, + { + "epoch": 0.5298544907175113, + "grad_norm": 0.49430068887442913, + "learning_rate": 9.822503420858067e-07, + "logits/chosen": -0.2046670913696289, + "logits/rejected": -0.21365389227867126, + "logps/chosen": -4.76826810836792, + "logps/rejected": -4.973118782043457, + "loss": 0.0538, + "rewards/accuracies": 0.606249988079071, + "rewards/chosen": -4.76826810836792, + "rewards/margins": 0.204850435256958, + "rewards/rejected": -4.973118782043457, + "sft_loss": 4.4387311935424805, + "step": 990 + }, + { + "epoch": 0.5325305234989128, + "grad_norm": 1.0140502437702155, + "learning_rate": 9.818367239158277e-07, + "logits/chosen": -0.17163081467151642, + "logits/rejected": -0.09935864061117172, + "logps/chosen": -4.683056831359863, + "logps/rejected": -4.941170692443848, + "loss": 0.0534, + "rewards/accuracies": 0.5874999761581421, + "rewards/chosen": -4.683056831359863, + "rewards/margins": 0.25811368227005005, + "rewards/rejected": -4.941170692443848, + "sft_loss": 4.2819976806640625, + "step": 995 + }, + { + "epoch": 0.5352065562803144, + "grad_norm": 1.440440192039452, + "learning_rate": 9.8141843096384e-07, + "logits/chosen": -0.3152937889099121, + "logits/rejected": -0.10964254289865494, + "logps/chosen": -4.703091621398926, + "logps/rejected": -5.163810729980469, + "loss": 0.0536, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.703091621398926, + "rewards/margins": 0.4607190489768982, + "rewards/rejected": -5.163810729980469, + "sft_loss": 4.443800449371338, + "step": 1000 + }, + { + "epoch": 0.537882589061716, + "grad_norm": 1.0886331697539264, + "learning_rate": 9.809954672881237e-07, + "logits/chosen": -0.23827552795410156, + "logits/rejected": -0.03300425410270691, + "logps/chosen": -4.738983154296875, + "logps/rejected": -5.138331413269043, + "loss": 0.0538, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -4.738983154296875, + "rewards/margins": 0.3993481993675232, + "rewards/rejected": -5.138331413269043, + "sft_loss": 4.400278568267822, + "step": 1005 + }, + { + "epoch": 0.5405586218431175, + "grad_norm": 0.6781935583905428, + "learning_rate": 9.80567836992274e-07, + "logits/chosen": -0.3267586827278137, + "logits/rejected": -0.09511874616146088, + "logps/chosen": -4.486596584320068, + "logps/rejected": -4.954394817352295, + "loss": 0.0546, + "rewards/accuracies": 0.65625, + "rewards/chosen": -4.486596584320068, + "rewards/margins": 0.46779879927635193, + "rewards/rejected": -4.954394817352295, + "sft_loss": 4.237526893615723, + "step": 1010 + }, + { + "epoch": 0.5432346546245191, + "grad_norm": 0.7937538622908429, + "learning_rate": 9.801355442251625e-07, + "logits/chosen": -0.41196519136428833, + "logits/rejected": -0.193257674574852, + "logps/chosen": -4.8689775466918945, + "logps/rejected": -5.184229850769043, + "loss": 0.0548, + "rewards/accuracies": 0.6187499761581421, + "rewards/chosen": -4.8689775466918945, + "rewards/margins": 0.31525272130966187, + "rewards/rejected": -5.184229850769043, + "sft_loss": 4.687333583831787, + "step": 1015 + }, + { + "epoch": 0.5459106874059207, + "grad_norm": 0.48285731675044546, + "learning_rate": 9.796985931808949e-07, + "logits/chosen": -0.2822311818599701, + "logits/rejected": -0.05952910706400871, + "logps/chosen": -4.48281192779541, + "logps/rejected": -4.878383159637451, + "loss": 0.0527, + "rewards/accuracies": 0.6937500238418579, + "rewards/chosen": -4.48281192779541, + "rewards/margins": 0.3955712616443634, + "rewards/rejected": -4.878383159637451, + "sft_loss": 4.184176921844482, + "step": 1020 + }, + { + "epoch": 0.5485867201873222, + "grad_norm": 0.5871656423761598, + "learning_rate": 9.792569880987724e-07, + "logits/chosen": -0.34577301144599915, + "logits/rejected": -0.21086709201335907, + "logps/chosen": -4.423378944396973, + "logps/rejected": -4.85945463180542, + "loss": 0.0532, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.423378944396973, + "rewards/margins": 0.4360765814781189, + "rewards/rejected": -4.85945463180542, + "sft_loss": 4.179055690765381, + "step": 1025 + }, + { + "epoch": 0.5512627529687238, + "grad_norm": 1.0261344581081517, + "learning_rate": 9.788107332632493e-07, + "logits/chosen": -0.29197707772254944, + "logits/rejected": -0.21821355819702148, + "logps/chosen": -4.797837257385254, + "logps/rejected": -4.941165447235107, + "loss": 0.0565, + "rewards/accuracies": 0.59375, + "rewards/chosen": -4.797837257385254, + "rewards/margins": 0.14332810044288635, + "rewards/rejected": -4.941165447235107, + "sft_loss": 4.4789838790893555, + "step": 1030 + }, + { + "epoch": 0.5539387857501255, + "grad_norm": 0.5987597520451127, + "learning_rate": 9.783598330038924e-07, + "logits/chosen": -0.44390901923179626, + "logits/rejected": -0.2985840141773224, + "logps/chosen": -4.808468818664551, + "logps/rejected": -5.11653995513916, + "loss": 0.0535, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -4.808468818664551, + "rewards/margins": 0.30807098746299744, + "rewards/rejected": -5.11653995513916, + "sft_loss": 4.517810344696045, + "step": 1035 + }, + { + "epoch": 0.5566148185315271, + "grad_norm": 1.3410928250414738, + "learning_rate": 9.779042916953376e-07, + "logits/chosen": -0.3711450397968292, + "logits/rejected": -0.1343696415424347, + "logps/chosen": -4.317525386810303, + "logps/rejected": -4.88651704788208, + "loss": 0.053, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -4.317525386810303, + "rewards/margins": 0.5689913630485535, + "rewards/rejected": -4.88651704788208, + "sft_loss": 4.090031147003174, + "step": 1040 + }, + { + "epoch": 0.5592908513129285, + "grad_norm": 0.6046804881921751, + "learning_rate": 9.774441137572487e-07, + "logits/chosen": -0.5188158750534058, + "logits/rejected": -0.32569143176078796, + "logps/chosen": -4.639094352722168, + "logps/rejected": -5.114212989807129, + "loss": 0.0523, + "rewards/accuracies": 0.637499988079071, + "rewards/chosen": -4.639094352722168, + "rewards/margins": 0.47511839866638184, + "rewards/rejected": -5.114212989807129, + "sft_loss": 4.275861740112305, + "step": 1045 + }, + { + "epoch": 0.5619668840943302, + "grad_norm": 0.727761819568303, + "learning_rate": 9.76979303654274e-07, + "logits/chosen": -0.48094066977500916, + "logits/rejected": -0.3623979687690735, + "logps/chosen": -4.618509769439697, + "logps/rejected": -5.188958644866943, + "loss": 0.053, + "rewards/accuracies": 0.6312500238418579, + "rewards/chosen": -4.618509769439697, + "rewards/margins": 0.5704492330551147, + "rewards/rejected": -5.188958644866943, + "sft_loss": 4.3454790115356445, + "step": 1050 + }, + { + "epoch": 0.5646429168757318, + "grad_norm": 0.8760146437675645, + "learning_rate": 9.765098658960035e-07, + "logits/chosen": -0.3562444746494293, + "logits/rejected": -0.325128972530365, + "logps/chosen": -4.573696613311768, + "logps/rejected": -4.9885149002075195, + "loss": 0.0534, + "rewards/accuracies": 0.6312500238418579, + "rewards/chosen": -4.573696613311768, + "rewards/margins": 0.41481804847717285, + "rewards/rejected": -4.9885149002075195, + "sft_loss": 4.260937213897705, + "step": 1055 + }, + { + "epoch": 0.5673189496571333, + "grad_norm": 0.802977546333446, + "learning_rate": 9.76035805036924e-07, + "logits/chosen": -0.3120496869087219, + "logits/rejected": -0.09086918830871582, + "logps/chosen": -4.732306480407715, + "logps/rejected": -5.12726354598999, + "loss": 0.0532, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.732306480407715, + "rewards/margins": 0.3949572741985321, + "rewards/rejected": -5.12726354598999, + "sft_loss": 4.444137096405029, + "step": 1060 + }, + { + "epoch": 0.5699949824385349, + "grad_norm": 0.9673416308705352, + "learning_rate": 9.755571256763764e-07, + "logits/chosen": -0.29424819350242615, + "logits/rejected": -0.14790078997612, + "logps/chosen": -4.532229423522949, + "logps/rejected": -4.993153095245361, + "loss": 0.0526, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.532229423522949, + "rewards/margins": 0.46092328429222107, + "rewards/rejected": -4.993153095245361, + "sft_loss": 4.201886177062988, + "step": 1065 + }, + { + "epoch": 0.5726710152199365, + "grad_norm": 0.5666923403824389, + "learning_rate": 9.750738324585097e-07, + "logits/chosen": -0.3320736289024353, + "logits/rejected": -0.025298094376921654, + "logps/chosen": -4.440112113952637, + "logps/rejected": -4.799773693084717, + "loss": 0.0542, + "rewards/accuracies": 0.6187499761581421, + "rewards/chosen": -4.440112113952637, + "rewards/margins": 0.35966160893440247, + "rewards/rejected": -4.799773693084717, + "sft_loss": 4.199597358703613, + "step": 1070 + }, + { + "epoch": 0.5753470480013381, + "grad_norm": 0.44035129891612645, + "learning_rate": 9.74585930072237e-07, + "logits/chosen": -0.31049054861068726, + "logits/rejected": -0.14209868013858795, + "logps/chosen": -4.721621513366699, + "logps/rejected": -5.203892230987549, + "loss": 0.053, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.721621513366699, + "rewards/margins": 0.48226994276046753, + "rewards/rejected": -5.203892230987549, + "sft_loss": 4.439929008483887, + "step": 1075 + }, + { + "epoch": 0.5780230807827396, + "grad_norm": 0.6528718226252765, + "learning_rate": 9.740934232511892e-07, + "logits/chosen": -0.40927377343177795, + "logits/rejected": -0.30179300904273987, + "logps/chosen": -4.7493462562561035, + "logps/rejected": -4.999502182006836, + "loss": 0.054, + "rewards/accuracies": 0.643750011920929, + "rewards/chosen": -4.7493462562561035, + "rewards/margins": 0.25015532970428467, + "rewards/rejected": -4.999502182006836, + "sft_loss": 4.381531238555908, + "step": 1080 + }, + { + "epoch": 0.5806991135641412, + "grad_norm": 0.7930608365339971, + "learning_rate": 9.735963167736698e-07, + "logits/chosen": -0.33609557151794434, + "logits/rejected": -0.16135595738887787, + "logps/chosen": -4.694324016571045, + "logps/rejected": -5.053614616394043, + "loss": 0.0533, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -4.694324016571045, + "rewards/margins": 0.35929054021835327, + "rewards/rejected": -5.053614616394043, + "sft_loss": 4.386763572692871, + "step": 1085 + }, + { + "epoch": 0.5833751463455428, + "grad_norm": 0.47738026027240005, + "learning_rate": 9.730946154626078e-07, + "logits/chosen": -0.35580259561538696, + "logits/rejected": -0.2341255247592926, + "logps/chosen": -4.645298957824707, + "logps/rejected": -4.98961877822876, + "loss": 0.0534, + "rewards/accuracies": 0.6187499761581421, + "rewards/chosen": -4.645298957824707, + "rewards/margins": 0.34431982040405273, + "rewards/rejected": -4.98961877822876, + "sft_loss": 4.297326564788818, + "step": 1090 + }, + { + "epoch": 0.5860511791269443, + "grad_norm": 0.7722621819178563, + "learning_rate": 9.725883241855117e-07, + "logits/chosen": -0.5120664834976196, + "logits/rejected": -0.31316810846328735, + "logps/chosen": -4.726617336273193, + "logps/rejected": -5.2124552726745605, + "loss": 0.0534, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.726617336273193, + "rewards/margins": 0.4858378469944, + "rewards/rejected": -5.2124552726745605, + "sft_loss": 4.445858478546143, + "step": 1095 + }, + { + "epoch": 0.5887272119083459, + "grad_norm": 0.468710955964014, + "learning_rate": 9.720774478544218e-07, + "logits/chosen": -0.4066757261753082, + "logits/rejected": -0.21096296608448029, + "logps/chosen": -4.593195915222168, + "logps/rejected": -4.990599632263184, + "loss": 0.0533, + "rewards/accuracies": 0.606249988079071, + "rewards/chosen": -4.593195915222168, + "rewards/margins": 0.3974037170410156, + "rewards/rejected": -4.990599632263184, + "sft_loss": 4.210533142089844, + "step": 1100 + }, + { + "epoch": 0.5914032446897475, + "grad_norm": 0.4850745935833459, + "learning_rate": 9.715619914258624e-07, + "logits/chosen": -0.5011038184165955, + "logits/rejected": -0.40338534116744995, + "logps/chosen": -4.631552696228027, + "logps/rejected": -4.955190658569336, + "loss": 0.0528, + "rewards/accuracies": 0.637499988079071, + "rewards/chosen": -4.631552696228027, + "rewards/margins": 0.3236382007598877, + "rewards/rejected": -4.955190658569336, + "sft_loss": 4.248339653015137, + "step": 1105 + }, + { + "epoch": 0.594079277471149, + "grad_norm": 0.6066841066596538, + "learning_rate": 9.710419599007937e-07, + "logits/chosen": -0.42508071660995483, + "logits/rejected": -0.22229401767253876, + "logps/chosen": -4.685879230499268, + "logps/rejected": -4.9598894119262695, + "loss": 0.0541, + "rewards/accuracies": 0.6000000238418579, + "rewards/chosen": -4.685879230499268, + "rewards/margins": 0.27401041984558105, + "rewards/rejected": -4.9598894119262695, + "sft_loss": 4.450253486633301, + "step": 1110 + }, + { + "epoch": 0.5967553102525506, + "grad_norm": 0.5307786150955166, + "learning_rate": 9.705173583245643e-07, + "logits/chosen": -0.398245632648468, + "logits/rejected": -0.16045819222927094, + "logps/chosen": -4.601614475250244, + "logps/rejected": -4.990357875823975, + "loss": 0.0532, + "rewards/accuracies": 0.643750011920929, + "rewards/chosen": -4.601614475250244, + "rewards/margins": 0.38874366879463196, + "rewards/rejected": -4.990357875823975, + "sft_loss": 4.338308334350586, + "step": 1115 + }, + { + "epoch": 0.5994313430339522, + "grad_norm": 0.6123739703017412, + "learning_rate": 9.699881917868609e-07, + "logits/chosen": -0.4760781228542328, + "logits/rejected": -0.3271307349205017, + "logps/chosen": -4.407635688781738, + "logps/rejected": -4.813516616821289, + "loss": 0.0528, + "rewards/accuracies": 0.706250011920929, + "rewards/chosen": -4.407635688781738, + "rewards/margins": 0.40588098764419556, + "rewards/rejected": -4.813516616821289, + "sft_loss": 4.171958923339844, + "step": 1120 + }, + { + "epoch": 0.6021073758153538, + "grad_norm": 0.7914767753782926, + "learning_rate": 9.694544654216594e-07, + "logits/chosen": -0.47358283400535583, + "logits/rejected": -0.22326794266700745, + "logps/chosen": -4.694055557250977, + "logps/rejected": -5.164431571960449, + "loss": 0.0531, + "rewards/accuracies": 0.71875, + "rewards/chosen": -4.694055557250977, + "rewards/margins": 0.4703756272792816, + "rewards/rejected": -5.164431571960449, + "sft_loss": 4.425846576690674, + "step": 1125 + }, + { + "epoch": 0.6047834085967553, + "grad_norm": 0.9510732497274381, + "learning_rate": 9.689161844071755e-07, + "logits/chosen": -0.26579126715660095, + "logits/rejected": -0.17085936665534973, + "logps/chosen": -4.490574836730957, + "logps/rejected": -4.834324836730957, + "loss": 0.0535, + "rewards/accuracies": 0.6312500238418579, + "rewards/chosen": -4.490574836730957, + "rewards/margins": 0.3437500596046448, + "rewards/rejected": -4.834324836730957, + "sft_loss": 4.2078447341918945, + "step": 1130 + }, + { + "epoch": 0.6074594413781569, + "grad_norm": 0.7961761760788758, + "learning_rate": 9.683733539658138e-07, + "logits/chosen": -0.42702335119247437, + "logits/rejected": -0.15605299174785614, + "logps/chosen": -4.632594108581543, + "logps/rejected": -5.0079216957092285, + "loss": 0.0531, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -4.632594108581543, + "rewards/margins": 0.37532731890678406, + "rewards/rejected": -5.0079216957092285, + "sft_loss": 4.2640180587768555, + "step": 1135 + }, + { + "epoch": 0.6101354741595585, + "grad_norm": 0.5850151425803274, + "learning_rate": 9.678259793641178e-07, + "logits/chosen": -0.4158720374107361, + "logits/rejected": -0.3845767080783844, + "logps/chosen": -4.806016445159912, + "logps/rejected": -5.06912899017334, + "loss": 0.0541, + "rewards/accuracies": 0.574999988079071, + "rewards/chosen": -4.806016445159912, + "rewards/margins": 0.2631130516529083, + "rewards/rejected": -5.06912899017334, + "sft_loss": 4.499835014343262, + "step": 1140 + }, + { + "epoch": 0.61281150694096, + "grad_norm": 0.5229820274227105, + "learning_rate": 9.672740659127183e-07, + "logits/chosen": -0.6019136905670166, + "logits/rejected": -0.4428686499595642, + "logps/chosen": -4.538661003112793, + "logps/rejected": -4.9497575759887695, + "loss": 0.0526, + "rewards/accuracies": 0.668749988079071, + "rewards/chosen": -4.538661003112793, + "rewards/margins": 0.4110962450504303, + "rewards/rejected": -4.9497575759887695, + "sft_loss": 4.195460796356201, + "step": 1145 + }, + { + "epoch": 0.6154875397223616, + "grad_norm": 0.5160354493749963, + "learning_rate": 9.667176189662818e-07, + "logits/chosen": -0.4998350739479065, + "logits/rejected": -0.3440905213356018, + "logps/chosen": -4.655890464782715, + "logps/rejected": -5.005198955535889, + "loss": 0.0532, + "rewards/accuracies": 0.637499988079071, + "rewards/chosen": -4.655890464782715, + "rewards/margins": 0.3493087589740753, + "rewards/rejected": -5.005198955535889, + "sft_loss": 4.31349515914917, + "step": 1150 + }, + { + "epoch": 0.6181635725037632, + "grad_norm": 0.6761895399930434, + "learning_rate": 9.661566439234592e-07, + "logits/chosen": -0.4355531632900238, + "logits/rejected": -0.34337887167930603, + "logps/chosen": -4.707452297210693, + "logps/rejected": -5.022680759429932, + "loss": 0.0539, + "rewards/accuracies": 0.6187499761581421, + "rewards/chosen": -4.707452297210693, + "rewards/margins": 0.31522828340530396, + "rewards/rejected": -5.022680759429932, + "sft_loss": 4.4109697341918945, + "step": 1155 + }, + { + "epoch": 0.6208396052851648, + "grad_norm": 0.6315681379626232, + "learning_rate": 9.655911462268327e-07, + "logits/chosen": -0.441682904958725, + "logits/rejected": -0.32130274176597595, + "logps/chosen": -4.531501770019531, + "logps/rejected": -5.022608757019043, + "loss": 0.052, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -4.531501770019531, + "rewards/margins": 0.49110645055770874, + "rewards/rejected": -5.022608757019043, + "sft_loss": 4.199594974517822, + "step": 1160 + }, + { + "epoch": 0.6235156380665663, + "grad_norm": 0.44366417469202174, + "learning_rate": 9.650211313628636e-07, + "logits/chosen": -0.5553628206253052, + "logits/rejected": -0.42054757475852966, + "logps/chosen": -4.666576385498047, + "logps/rejected": -4.8848371505737305, + "loss": 0.0555, + "rewards/accuracies": 0.574999988079071, + "rewards/chosen": -4.666576385498047, + "rewards/margins": 0.21826043725013733, + "rewards/rejected": -4.8848371505737305, + "sft_loss": 4.408822536468506, + "step": 1165 + }, + { + "epoch": 0.6261916708479679, + "grad_norm": 0.6056416701665308, + "learning_rate": 9.644466048618386e-07, + "logits/chosen": -0.603181779384613, + "logits/rejected": -0.40562668442726135, + "logps/chosen": -5.020796298980713, + "logps/rejected": -5.293118000030518, + "loss": 0.0538, + "rewards/accuracies": 0.581250011920929, + "rewards/chosen": -5.020796298980713, + "rewards/margins": 0.27232202887535095, + "rewards/rejected": -5.293118000030518, + "sft_loss": 4.58329963684082, + "step": 1170 + }, + { + "epoch": 0.6288677036293695, + "grad_norm": 0.9446275846980485, + "learning_rate": 9.63867572297816e-07, + "logits/chosen": -0.5902566909790039, + "logits/rejected": -0.3584633767604828, + "logps/chosen": -4.559604644775391, + "logps/rejected": -4.992661476135254, + "loss": 0.0535, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -4.559604644775391, + "rewards/margins": 0.43305715918540955, + "rewards/rejected": -4.992661476135254, + "sft_loss": 4.308629512786865, + "step": 1175 + }, + { + "epoch": 0.631543736410771, + "grad_norm": 0.4500636348047423, + "learning_rate": 9.632840392885727e-07, + "logits/chosen": -0.5505040884017944, + "logits/rejected": -0.3412054479122162, + "logps/chosen": -4.407847881317139, + "logps/rejected": -4.881197929382324, + "loss": 0.0531, + "rewards/accuracies": 0.6937500238418579, + "rewards/chosen": -4.407847881317139, + "rewards/margins": 0.4733501374721527, + "rewards/rejected": -4.881197929382324, + "sft_loss": 4.203124046325684, + "step": 1180 + }, + { + "epoch": 0.6342197691921726, + "grad_norm": 0.5749447318840571, + "learning_rate": 9.626960114955483e-07, + "logits/chosen": -0.5030391812324524, + "logits/rejected": -0.30937737226486206, + "logps/chosen": -4.541576385498047, + "logps/rejected": -5.093584060668945, + "loss": 0.0529, + "rewards/accuracies": 0.643750011920929, + "rewards/chosen": -4.541576385498047, + "rewards/margins": 0.5520075559616089, + "rewards/rejected": -5.093584060668945, + "sft_loss": 4.283493995666504, + "step": 1185 + }, + { + "epoch": 0.6368958019735742, + "grad_norm": 0.7945504810635882, + "learning_rate": 9.621034946237909e-07, + "logits/chosen": -0.5639665722846985, + "logits/rejected": -0.3761981129646301, + "logps/chosen": -4.790976524353027, + "logps/rejected": -5.246044635772705, + "loss": 0.0536, + "rewards/accuracies": 0.6312500238418579, + "rewards/chosen": -4.790976524353027, + "rewards/margins": 0.4550676941871643, + "rewards/rejected": -5.246044635772705, + "sft_loss": 4.545467376708984, + "step": 1190 + }, + { + "epoch": 0.6395718347549757, + "grad_norm": 0.918118566263642, + "learning_rate": 9.615064944219021e-07, + "logits/chosen": -0.3779866695404053, + "logits/rejected": -0.2322605401277542, + "logps/chosen": -4.440630912780762, + "logps/rejected": -4.815564155578613, + "loss": 0.0524, + "rewards/accuracies": 0.668749988079071, + "rewards/chosen": -4.440630912780762, + "rewards/margins": 0.37493371963500977, + "rewards/rejected": -4.815564155578613, + "sft_loss": 4.151522159576416, + "step": 1195 + }, + { + "epoch": 0.6422478675363773, + "grad_norm": 1.124345862015933, + "learning_rate": 9.609050166819803e-07, + "logits/chosen": -0.3529793620109558, + "logits/rejected": -0.3029939532279968, + "logps/chosen": -4.427321910858154, + "logps/rejected": -4.819708347320557, + "loss": 0.0534, + "rewards/accuracies": 0.6937500238418579, + "rewards/chosen": -4.427321910858154, + "rewards/margins": 0.3923860490322113, + "rewards/rejected": -4.819708347320557, + "sft_loss": 4.087639331817627, + "step": 1200 + }, + { + "epoch": 0.6422478675363773, + "eval_logits/chosen": 0.13734911382198334, + "eval_logits/rejected": 0.25018125772476196, + "eval_logps/chosen": -4.564990043640137, + "eval_logps/rejected": -5.039029121398926, + "eval_loss": 0.051919735968112946, + "eval_rewards/accuracies": 0.6387240290641785, + "eval_rewards/chosen": -4.564990043640137, + "eval_rewards/margins": 0.474039226770401, + "eval_rewards/rejected": -5.039029121398926, + "eval_runtime": 43.8519, + "eval_samples_per_second": 30.671, + "eval_sft_loss": 4.1662516593933105, + "eval_steps_per_second": 7.685, + "step": 1200 + }, + { + "epoch": 0.6449239003177789, + "grad_norm": 0.8910664029545721, + "learning_rate": 9.602990672395653e-07, + "logits/chosen": -0.44046729803085327, + "logits/rejected": -0.23592495918273926, + "logps/chosen": -4.662482261657715, + "logps/rejected": -5.179293632507324, + "loss": 0.0522, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.662482261657715, + "rewards/margins": 0.5168113708496094, + "rewards/rejected": -5.179293632507324, + "sft_loss": 4.375925540924072, + "step": 1205 + }, + { + "epoch": 0.6475999330991805, + "grad_norm": 0.5819370591266501, + "learning_rate": 9.59688651973581e-07, + "logits/chosen": -0.37753215432167053, + "logits/rejected": -0.10312284529209137, + "logps/chosen": -4.637939929962158, + "logps/rejected": -5.1369781494140625, + "loss": 0.0537, + "rewards/accuracies": 0.625, + "rewards/chosen": -4.637939929962158, + "rewards/margins": 0.4990386366844177, + "rewards/rejected": -5.1369781494140625, + "sft_loss": 4.380990982055664, + "step": 1210 + }, + { + "epoch": 0.650275965880582, + "grad_norm": 1.7442043523885287, + "learning_rate": 9.590737768062792e-07, + "logits/chosen": -0.44216713309288025, + "logits/rejected": -0.26396456360816956, + "logps/chosen": -4.606910228729248, + "logps/rejected": -4.996204853057861, + "loss": 0.0537, + "rewards/accuracies": 0.65625, + "rewards/chosen": -4.606910228729248, + "rewards/margins": 0.3892943859100342, + "rewards/rejected": -4.996204853057861, + "sft_loss": 4.274650573730469, + "step": 1215 + }, + { + "epoch": 0.6529519986619836, + "grad_norm": 0.5603360085959345, + "learning_rate": 9.584544477031816e-07, + "logits/chosen": -0.2555375397205353, + "logits/rejected": -0.11275085061788559, + "logps/chosen": -4.6473894119262695, + "logps/rejected": -4.993066787719727, + "loss": 0.0535, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -4.6473894119262695, + "rewards/margins": 0.3456771969795227, + "rewards/rejected": -4.993066787719727, + "sft_loss": 4.389549255371094, + "step": 1220 + }, + { + "epoch": 0.6556280314433852, + "grad_norm": 0.6020112529125976, + "learning_rate": 9.578306706730215e-07, + "logits/chosen": -0.5618133544921875, + "logits/rejected": -0.2998881936073303, + "logps/chosen": -4.613956928253174, + "logps/rejected": -4.942728519439697, + "loss": 0.0533, + "rewards/accuracies": 0.625, + "rewards/chosen": -4.613956928253174, + "rewards/margins": 0.3287719190120697, + "rewards/rejected": -4.942728519439697, + "sft_loss": 4.343696117401123, + "step": 1225 + }, + { + "epoch": 0.6583040642247867, + "grad_norm": 0.5351752048514509, + "learning_rate": 9.572024517676865e-07, + "logits/chosen": -0.5340681076049805, + "logits/rejected": -0.4061642289161682, + "logps/chosen": -4.5606770515441895, + "logps/rejected": -4.903503894805908, + "loss": 0.0548, + "rewards/accuracies": 0.65625, + "rewards/chosen": -4.5606770515441895, + "rewards/margins": 0.342826783657074, + "rewards/rejected": -4.903503894805908, + "sft_loss": 4.410942077636719, + "step": 1230 + }, + { + "epoch": 0.6609800970061883, + "grad_norm": 0.4114910997444331, + "learning_rate": 9.565697970821593e-07, + "logits/chosen": -0.6076026558876038, + "logits/rejected": -0.3636246621608734, + "logps/chosen": -4.661266326904297, + "logps/rejected": -5.00773811340332, + "loss": 0.053, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -4.661266326904297, + "rewards/margins": 0.34647196531295776, + "rewards/rejected": -5.00773811340332, + "sft_loss": 4.367223262786865, + "step": 1235 + }, + { + "epoch": 0.6636561297875899, + "grad_norm": 0.3821500021648199, + "learning_rate": 9.559327127544585e-07, + "logits/chosen": -0.6492784023284912, + "logits/rejected": -0.5114136934280396, + "logps/chosen": -4.658950328826904, + "logps/rejected": -4.979151248931885, + "loss": 0.053, + "rewards/accuracies": 0.5874999761581421, + "rewards/chosen": -4.658950328826904, + "rewards/margins": 0.3202006220817566, + "rewards/rejected": -4.979151248931885, + "sft_loss": 4.328720569610596, + "step": 1240 + }, + { + "epoch": 0.6663321625689914, + "grad_norm": 0.7051365917980006, + "learning_rate": 9.552912049655789e-07, + "logits/chosen": -0.5670667886734009, + "logits/rejected": -0.35566020011901855, + "logps/chosen": -4.4767937660217285, + "logps/rejected": -4.880216121673584, + "loss": 0.0535, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -4.4767937660217285, + "rewards/margins": 0.40342283248901367, + "rewards/rejected": -4.880216121673584, + "sft_loss": 4.220599174499512, + "step": 1245 + }, + { + "epoch": 0.669008195350393, + "grad_norm": 0.4327969316914716, + "learning_rate": 9.546452799394315e-07, + "logits/chosen": -0.632597804069519, + "logits/rejected": -0.3552798926830292, + "logps/chosen": -4.6764044761657715, + "logps/rejected": -5.064030170440674, + "loss": 0.0533, + "rewards/accuracies": 0.612500011920929, + "rewards/chosen": -4.6764044761657715, + "rewards/margins": 0.387625515460968, + "rewards/rejected": -5.064030170440674, + "sft_loss": 4.441939353942871, + "step": 1250 + }, + { + "epoch": 0.6716842281317946, + "grad_norm": 0.4897895362851165, + "learning_rate": 9.539949439427846e-07, + "logits/chosen": -0.5445303320884705, + "logits/rejected": -0.4101172983646393, + "logps/chosen": -4.643481254577637, + "logps/rejected": -5.050748348236084, + "loss": 0.0541, + "rewards/accuracies": 0.612500011920929, + "rewards/chosen": -4.643481254577637, + "rewards/margins": 0.4072669446468353, + "rewards/rejected": -5.050748348236084, + "sft_loss": 4.35919189453125, + "step": 1255 + }, + { + "epoch": 0.6743602609131962, + "grad_norm": 0.9125178245322394, + "learning_rate": 9.533402032852002e-07, + "logits/chosen": -0.621421217918396, + "logits/rejected": -0.42496657371520996, + "logps/chosen": -4.675678730010986, + "logps/rejected": -5.152283668518066, + "loss": 0.053, + "rewards/accuracies": 0.612500011920929, + "rewards/chosen": -4.675678730010986, + "rewards/margins": 0.47660455107688904, + "rewards/rejected": -5.152283668518066, + "sft_loss": 4.386681079864502, + "step": 1260 + }, + { + "epoch": 0.6770362936945977, + "grad_norm": 0.6925728581597821, + "learning_rate": 9.526810643189754e-07, + "logits/chosen": -0.5201088190078735, + "logits/rejected": -0.2703739106655121, + "logps/chosen": -4.4367218017578125, + "logps/rejected": -4.994024753570557, + "loss": 0.0527, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.4367218017578125, + "rewards/margins": 0.5573024749755859, + "rewards/rejected": -4.994024753570557, + "sft_loss": 4.24059534072876, + "step": 1265 + }, + { + "epoch": 0.6797123264759993, + "grad_norm": 0.4113242227701877, + "learning_rate": 9.52017533439079e-07, + "logits/chosen": -0.556021511554718, + "logits/rejected": -0.4820549488067627, + "logps/chosen": -4.537997722625732, + "logps/rejected": -4.888774871826172, + "loss": 0.0546, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -4.537997722625732, + "rewards/margins": 0.35077688097953796, + "rewards/rejected": -4.888774871826172, + "sft_loss": 4.333981513977051, + "step": 1270 + }, + { + "epoch": 0.6823883592574009, + "grad_norm": 0.7023369925776866, + "learning_rate": 9.513496170830909e-07, + "logits/chosen": -0.6368690729141235, + "logits/rejected": -0.5348054766654968, + "logps/chosen": -4.6768693923950195, + "logps/rejected": -5.018296241760254, + "loss": 0.0534, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -4.6768693923950195, + "rewards/margins": 0.34142667055130005, + "rewards/rejected": -5.018296241760254, + "sft_loss": 4.391101360321045, + "step": 1275 + }, + { + "epoch": 0.6850643920388024, + "grad_norm": 0.4512299234757288, + "learning_rate": 9.506773217311382e-07, + "logits/chosen": -0.5606462359428406, + "logits/rejected": -0.36210232973098755, + "logps/chosen": -4.614706993103027, + "logps/rejected": -4.951892375946045, + "loss": 0.0528, + "rewards/accuracies": 0.668749988079071, + "rewards/chosen": -4.614706993103027, + "rewards/margins": 0.3371860086917877, + "rewards/rejected": -4.951892375946045, + "sft_loss": 4.3583831787109375, + "step": 1280 + }, + { + "epoch": 0.687740424820204, + "grad_norm": 0.55139517235157, + "learning_rate": 9.500006539058334e-07, + "logits/chosen": -0.4866880476474762, + "logits/rejected": -0.2489084005355835, + "logps/chosen": -4.362078666687012, + "logps/rejected": -4.660861015319824, + "loss": 0.0532, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.362078666687012, + "rewards/margins": 0.2987823486328125, + "rewards/rejected": -4.660861015319824, + "sft_loss": 4.076572895050049, + "step": 1285 + }, + { + "epoch": 0.6904164576016056, + "grad_norm": 0.512709938509456, + "learning_rate": 9.493196201722109e-07, + "logits/chosen": -0.6232250928878784, + "logits/rejected": -0.4323170781135559, + "logps/chosen": -4.718006610870361, + "logps/rejected": -5.043827056884766, + "loss": 0.0532, + "rewards/accuracies": 0.643750011920929, + "rewards/chosen": -4.718006610870361, + "rewards/margins": 0.3258204162120819, + "rewards/rejected": -5.043827056884766, + "sft_loss": 4.426468372344971, + "step": 1290 + }, + { + "epoch": 0.6930924903830072, + "grad_norm": 0.6757673766592351, + "learning_rate": 9.486342271376628e-07, + "logits/chosen": -0.561558723449707, + "logits/rejected": -0.6280849575996399, + "logps/chosen": -4.768039226531982, + "logps/rejected": -5.107489585876465, + "loss": 0.0534, + "rewards/accuracies": 0.59375, + "rewards/chosen": -4.768039226531982, + "rewards/margins": 0.3394501805305481, + "rewards/rejected": -5.107489585876465, + "sft_loss": 4.384146213531494, + "step": 1295 + }, + { + "epoch": 0.6957685231644087, + "grad_norm": 0.5244603902807886, + "learning_rate": 9.479444814518755e-07, + "logits/chosen": -0.4877176880836487, + "logits/rejected": -0.19087229669094086, + "logps/chosen": -4.417885780334473, + "logps/rejected": -5.015279769897461, + "loss": 0.0512, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.417885780334473, + "rewards/margins": 0.5973935127258301, + "rewards/rejected": -5.015279769897461, + "sft_loss": 4.055281639099121, + "step": 1300 + }, + { + "epoch": 0.6984445559458103, + "grad_norm": 0.45556924214498573, + "learning_rate": 9.472503898067645e-07, + "logits/chosen": -0.3125198483467102, + "logits/rejected": -0.2833731174468994, + "logps/chosen": -4.696566581726074, + "logps/rejected": -4.89750862121582, + "loss": 0.0551, + "rewards/accuracies": 0.5874999761581421, + "rewards/chosen": -4.696566581726074, + "rewards/margins": 0.2009415626525879, + "rewards/rejected": -4.89750862121582, + "sft_loss": 4.270197868347168, + "step": 1305 + }, + { + "epoch": 0.701120588727212, + "grad_norm": 0.7878307361209527, + "learning_rate": 9.465519589364099e-07, + "logits/chosen": -0.3498966693878174, + "logits/rejected": -0.2786726653575897, + "logps/chosen": -5.017477035522461, + "logps/rejected": -5.288748741149902, + "loss": 0.0537, + "rewards/accuracies": 0.625, + "rewards/chosen": -5.017477035522461, + "rewards/margins": 0.27127185463905334, + "rewards/rejected": -5.288748741149902, + "sft_loss": 4.640139102935791, + "step": 1310 + }, + { + "epoch": 0.7037966215086134, + "grad_norm": 0.8920286120051915, + "learning_rate": 9.458491956169914e-07, + "logits/chosen": -0.37086111307144165, + "logits/rejected": -0.16999824345111847, + "logps/chosen": -4.605779647827148, + "logps/rejected": -4.944549083709717, + "loss": 0.0531, + "rewards/accuracies": 0.6187499761581421, + "rewards/chosen": -4.605779647827148, + "rewards/margins": 0.33876991271972656, + "rewards/rejected": -4.944549083709717, + "sft_loss": 4.18860387802124, + "step": 1315 + }, + { + "epoch": 0.706472654290015, + "grad_norm": 0.6429781778928714, + "learning_rate": 9.451421066667215e-07, + "logits/chosen": -0.4545694887638092, + "logits/rejected": -0.23324093222618103, + "logps/chosen": -4.4322896003723145, + "logps/rejected": -4.9902520179748535, + "loss": 0.052, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -4.4322896003723145, + "rewards/margins": 0.5579624176025391, + "rewards/rejected": -4.9902520179748535, + "sft_loss": 4.132850646972656, + "step": 1320 + }, + { + "epoch": 0.7091486870714167, + "grad_norm": 0.6153340134014024, + "learning_rate": 9.444306989457805e-07, + "logits/chosen": -0.1503096967935562, + "logits/rejected": -0.038341958075761795, + "logps/chosen": -4.885147571563721, + "logps/rejected": -5.25883674621582, + "loss": 0.0535, + "rewards/accuracies": 0.59375, + "rewards/chosen": -4.885147571563721, + "rewards/margins": 0.3736896216869354, + "rewards/rejected": -5.25883674621582, + "sft_loss": 4.402420997619629, + "step": 1325 + }, + { + "epoch": 0.7118247198528181, + "grad_norm": 0.8037003037295921, + "learning_rate": 9.437149793562489e-07, + "logits/chosen": -0.2632639408111572, + "logits/rejected": -0.12199203670024872, + "logps/chosen": -4.701368808746338, + "logps/rejected": -5.090550899505615, + "loss": 0.0539, + "rewards/accuracies": 0.6187499761581421, + "rewards/chosen": -4.701368808746338, + "rewards/margins": 0.38918226957321167, + "rewards/rejected": -5.090550899505615, + "sft_loss": 4.425740718841553, + "step": 1330 + }, + { + "epoch": 0.7145007526342197, + "grad_norm": 0.4360448850251985, + "learning_rate": 9.429949548420417e-07, + "logits/chosen": -0.3493057191371918, + "logits/rejected": -0.23026664555072784, + "logps/chosen": -4.643458843231201, + "logps/rejected": -5.04981803894043, + "loss": 0.0526, + "rewards/accuracies": 0.6187499761581421, + "rewards/chosen": -4.643458843231201, + "rewards/margins": 0.4063592553138733, + "rewards/rejected": -5.04981803894043, + "sft_loss": 4.333911418914795, + "step": 1335 + }, + { + "epoch": 0.7171767854156214, + "grad_norm": 0.8043804348967304, + "learning_rate": 9.422706323888396e-07, + "logits/chosen": -0.34672215580940247, + "logits/rejected": -0.3123110234737396, + "logps/chosen": -4.475564956665039, + "logps/rejected": -4.835718631744385, + "loss": 0.0529, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.475564956665039, + "rewards/margins": 0.3601534962654114, + "rewards/rejected": -4.835718631744385, + "sft_loss": 4.1928300857543945, + "step": 1340 + }, + { + "epoch": 0.719852818197023, + "grad_norm": 0.4814926832557905, + "learning_rate": 9.415420190240225e-07, + "logits/chosen": -0.43331629037857056, + "logits/rejected": -0.17016439139842987, + "logps/chosen": -4.414015293121338, + "logps/rejected": -5.072504997253418, + "loss": 0.0509, + "rewards/accuracies": 0.737500011920929, + "rewards/chosen": -4.414015293121338, + "rewards/margins": 0.6584896445274353, + "rewards/rejected": -5.072504997253418, + "sft_loss": 4.189124584197998, + "step": 1345 + }, + { + "epoch": 0.7225288509784245, + "grad_norm": 0.9425522188384677, + "learning_rate": 9.408091218166002e-07, + "logits/chosen": -0.40453529357910156, + "logits/rejected": -0.34088414907455444, + "logps/chosen": -4.602755069732666, + "logps/rejected": -4.866302967071533, + "loss": 0.054, + "rewards/accuracies": 0.643750011920929, + "rewards/chosen": -4.602755069732666, + "rewards/margins": 0.26354801654815674, + "rewards/rejected": -4.866302967071533, + "sft_loss": 4.257199764251709, + "step": 1350 + }, + { + "epoch": 0.7252048837598261, + "grad_norm": 0.6496226271390918, + "learning_rate": 9.400719478771449e-07, + "logits/chosen": -0.49114522337913513, + "logits/rejected": -0.13422870635986328, + "logps/chosen": -4.723020076751709, + "logps/rejected": -5.311274528503418, + "loss": 0.052, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.723020076751709, + "rewards/margins": 0.5882546901702881, + "rewards/rejected": -5.311274528503418, + "sft_loss": 4.348706245422363, + "step": 1355 + }, + { + "epoch": 0.7278809165412277, + "grad_norm": 0.695843448626192, + "learning_rate": 9.393305043577209e-07, + "logits/chosen": -0.4368442893028259, + "logits/rejected": -0.31888890266418457, + "logps/chosen": -4.5367536544799805, + "logps/rejected": -5.105678558349609, + "loss": 0.053, + "rewards/accuracies": 0.65625, + "rewards/chosen": -4.5367536544799805, + "rewards/margins": 0.5689245462417603, + "rewards/rejected": -5.105678558349609, + "sft_loss": 4.157050609588623, + "step": 1360 + }, + { + "epoch": 0.7305569493226292, + "grad_norm": 0.5517771060033767, + "learning_rate": 9.38584798451817e-07, + "logits/chosen": -0.524268388748169, + "logits/rejected": -0.3451070189476013, + "logps/chosen": -4.593259811401367, + "logps/rejected": -5.034455299377441, + "loss": 0.0524, + "rewards/accuracies": 0.65625, + "rewards/chosen": -4.593259811401367, + "rewards/margins": 0.4411951005458832, + "rewards/rejected": -5.034455299377441, + "sft_loss": 4.305645942687988, + "step": 1365 + }, + { + "epoch": 0.7332329821040308, + "grad_norm": 0.5616207099026281, + "learning_rate": 9.37834837394275e-07, + "logits/chosen": -0.4677620530128479, + "logits/rejected": -0.3105335831642151, + "logps/chosen": -4.563145160675049, + "logps/rejected": -5.219221591949463, + "loss": 0.0524, + "rewards/accuracies": 0.6875, + "rewards/chosen": -4.563145160675049, + "rewards/margins": 0.6560760736465454, + "rewards/rejected": -5.219221591949463, + "sft_loss": 4.315075397491455, + "step": 1370 + }, + { + "epoch": 0.7359090148854324, + "grad_norm": 0.6524802965194981, + "learning_rate": 9.370806284612203e-07, + "logits/chosen": -0.5127910375595093, + "logits/rejected": -0.3530833125114441, + "logps/chosen": -4.410710334777832, + "logps/rejected": -4.95272159576416, + "loss": 0.0521, + "rewards/accuracies": 0.643750011920929, + "rewards/chosen": -4.410710334777832, + "rewards/margins": 0.542011559009552, + "rewards/rejected": -4.95272159576416, + "sft_loss": 4.096310615539551, + "step": 1375 + }, + { + "epoch": 0.738585047666834, + "grad_norm": 0.49778298805300486, + "learning_rate": 9.363221789699912e-07, + "logits/chosen": -0.6387651562690735, + "logits/rejected": -0.4769114851951599, + "logps/chosen": -4.669447898864746, + "logps/rejected": -5.161695957183838, + "loss": 0.0531, + "rewards/accuracies": 0.668749988079071, + "rewards/chosen": -4.669447898864746, + "rewards/margins": 0.4922473430633545, + "rewards/rejected": -5.161695957183838, + "sft_loss": 4.3861799240112305, + "step": 1380 + }, + { + "epoch": 0.7412610804482355, + "grad_norm": 0.4973033903636775, + "learning_rate": 9.355594962790682e-07, + "logits/chosen": -0.6316344141960144, + "logits/rejected": -0.4682461619377136, + "logps/chosen": -4.618069171905518, + "logps/rejected": -5.081037998199463, + "loss": 0.0525, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.618069171905518, + "rewards/margins": 0.4629689157009125, + "rewards/rejected": -5.081037998199463, + "sft_loss": 4.341340065002441, + "step": 1385 + }, + { + "epoch": 0.7439371132296371, + "grad_norm": 0.8456456840740274, + "learning_rate": 9.34792587788002e-07, + "logits/chosen": -0.4881487488746643, + "logits/rejected": -0.3412144184112549, + "logps/chosen": -4.493343830108643, + "logps/rejected": -4.900251865386963, + "loss": 0.0538, + "rewards/accuracies": 0.643750011920929, + "rewards/chosen": -4.493343830108643, + "rewards/margins": 0.4069080948829651, + "rewards/rejected": -4.900251865386963, + "sft_loss": 4.154688358306885, + "step": 1390 + }, + { + "epoch": 0.7466131460110387, + "grad_norm": 0.7559539589520664, + "learning_rate": 9.34021460937342e-07, + "logits/chosen": -0.5141401886940002, + "logits/rejected": -0.4605598449707031, + "logps/chosen": -4.662027359008789, + "logps/rejected": -4.994131088256836, + "loss": 0.0541, + "rewards/accuracies": 0.612500011920929, + "rewards/chosen": -4.662027359008789, + "rewards/margins": 0.332103431224823, + "rewards/rejected": -4.994131088256836, + "sft_loss": 4.393918037414551, + "step": 1395 + }, + { + "epoch": 0.7492891787924402, + "grad_norm": 0.8170734818445623, + "learning_rate": 9.332461232085646e-07, + "logits/chosen": -0.7511906623840332, + "logits/rejected": -0.5474541783332825, + "logps/chosen": -4.761792182922363, + "logps/rejected": -5.100632667541504, + "loss": 0.0538, + "rewards/accuracies": 0.606249988079071, + "rewards/chosen": -4.761792182922363, + "rewards/margins": 0.33883994817733765, + "rewards/rejected": -5.100632667541504, + "sft_loss": 4.543351650238037, + "step": 1400 + }, + { + "epoch": 0.7519652115738418, + "grad_norm": 0.97472817753204, + "learning_rate": 9.324665821239998e-07, + "logits/chosen": -0.6370987296104431, + "logits/rejected": -0.3644103407859802, + "logps/chosen": -4.321720123291016, + "logps/rejected": -4.904634952545166, + "loss": 0.0532, + "rewards/accuracies": 0.65625, + "rewards/chosen": -4.321720123291016, + "rewards/margins": 0.5829154253005981, + "rewards/rejected": -4.904634952545166, + "sft_loss": 4.122037887573242, + "step": 1405 + }, + { + "epoch": 0.7546412443552434, + "grad_norm": 0.8592950845747594, + "learning_rate": 9.316828452467583e-07, + "logits/chosen": -0.5598332285881042, + "logits/rejected": -0.37060433626174927, + "logps/chosen": -4.467704772949219, + "logps/rejected": -4.977252960205078, + "loss": 0.0526, + "rewards/accuracies": 0.706250011920929, + "rewards/chosen": -4.467704772949219, + "rewards/margins": 0.509548008441925, + "rewards/rejected": -4.977252960205078, + "sft_loss": 4.292231559753418, + "step": 1410 + }, + { + "epoch": 0.7573172771366449, + "grad_norm": 0.5166200986995931, + "learning_rate": 9.30894920180659e-07, + "logits/chosen": -0.4799424111843109, + "logits/rejected": -0.37270790338516235, + "logps/chosen": -4.589459419250488, + "logps/rejected": -4.9591264724731445, + "loss": 0.052, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -4.589459419250488, + "rewards/margins": 0.36966708302497864, + "rewards/rejected": -4.9591264724731445, + "sft_loss": 4.216407775878906, + "step": 1415 + }, + { + "epoch": 0.7599933099180465, + "grad_norm": 0.6004760886252983, + "learning_rate": 9.301028145701543e-07, + "logits/chosen": -0.46649855375289917, + "logits/rejected": -0.2898474335670471, + "logps/chosen": -4.495982646942139, + "logps/rejected": -5.16299295425415, + "loss": 0.0524, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.495982646942139, + "rewards/margins": 0.6670098304748535, + "rewards/rejected": -5.16299295425415, + "sft_loss": 4.211665153503418, + "step": 1420 + }, + { + "epoch": 0.7626693426994481, + "grad_norm": 0.4895814230369738, + "learning_rate": 9.293065361002563e-07, + "logits/chosen": -0.4595528542995453, + "logits/rejected": -0.27548545598983765, + "logps/chosen": -4.439912796020508, + "logps/rejected": -4.987391948699951, + "loss": 0.0544, + "rewards/accuracies": 0.6875, + "rewards/chosen": -4.439912796020508, + "rewards/margins": 0.5474788546562195, + "rewards/rejected": -4.987391948699951, + "sft_loss": 4.122614860534668, + "step": 1425 + }, + { + "epoch": 0.7653453754808497, + "grad_norm": 0.5974027929532499, + "learning_rate": 9.285060924964622e-07, + "logits/chosen": -0.6105833053588867, + "logits/rejected": -0.47843295335769653, + "logps/chosen": -4.8134660720825195, + "logps/rejected": -5.239222049713135, + "loss": 0.0525, + "rewards/accuracies": 0.625, + "rewards/chosen": -4.8134660720825195, + "rewards/margins": 0.42575669288635254, + "rewards/rejected": -5.239222049713135, + "sft_loss": 4.412846088409424, + "step": 1430 + }, + { + "epoch": 0.7680214082622512, + "grad_norm": 1.3370991265640622, + "learning_rate": 9.277014915246792e-07, + "logits/chosen": -0.48557156324386597, + "logits/rejected": -0.4342361390590668, + "logps/chosen": -4.64917516708374, + "logps/rejected": -5.111618518829346, + "loss": 0.0538, + "rewards/accuracies": 0.625, + "rewards/chosen": -4.64917516708374, + "rewards/margins": 0.4624432921409607, + "rewards/rejected": -5.111618518829346, + "sft_loss": 4.41920804977417, + "step": 1435 + }, + { + "epoch": 0.7706974410436528, + "grad_norm": 0.4623632733003547, + "learning_rate": 9.268927409911498e-07, + "logits/chosen": -0.5703449249267578, + "logits/rejected": -0.4686836302280426, + "logps/chosen": -4.393882751464844, + "logps/rejected": -4.764910697937012, + "loss": 0.0529, + "rewards/accuracies": 0.625, + "rewards/chosen": -4.393882751464844, + "rewards/margins": 0.37102851271629333, + "rewards/rejected": -4.764910697937012, + "sft_loss": 4.038668155670166, + "step": 1440 + }, + { + "epoch": 0.7733734738250544, + "grad_norm": 0.5960811044321848, + "learning_rate": 9.260798487423749e-07, + "logits/chosen": -0.8741840124130249, + "logits/rejected": -0.581978976726532, + "logps/chosen": -4.775782108306885, + "logps/rejected": -5.2636637687683105, + "loss": 0.0526, + "rewards/accuracies": 0.6875, + "rewards/chosen": -4.775782108306885, + "rewards/margins": 0.48788174986839294, + "rewards/rejected": -5.2636637687683105, + "sft_loss": 4.456978797912598, + "step": 1445 + }, + { + "epoch": 0.7760495066064559, + "grad_norm": 0.39021583689376327, + "learning_rate": 9.252628226650389e-07, + "logits/chosen": -0.6951247453689575, + "logits/rejected": -0.6016863584518433, + "logps/chosen": -4.730222702026367, + "logps/rejected": -4.985324859619141, + "loss": 0.053, + "rewards/accuracies": 0.6000000238418579, + "rewards/chosen": -4.730222702026367, + "rewards/margins": 0.25510215759277344, + "rewards/rejected": -4.985324859619141, + "sft_loss": 4.339371681213379, + "step": 1450 + }, + { + "epoch": 0.7787255393878575, + "grad_norm": 0.7638939236955999, + "learning_rate": 9.244416706859321e-07, + "logits/chosen": -0.6787390112876892, + "logits/rejected": -0.47037848830223083, + "logps/chosen": -4.361235618591309, + "logps/rejected": -4.954770565032959, + "loss": 0.0527, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.361235618591309, + "rewards/margins": 0.5935350656509399, + "rewards/rejected": -4.954770565032959, + "sft_loss": 4.1188554763793945, + "step": 1455 + }, + { + "epoch": 0.7814015721692591, + "grad_norm": 0.5921846292678737, + "learning_rate": 9.23616400771875e-07, + "logits/chosen": -0.6849501729011536, + "logits/rejected": -0.4271467328071594, + "logps/chosen": -4.496269226074219, + "logps/rejected": -4.904913902282715, + "loss": 0.0517, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -4.496269226074219, + "rewards/margins": 0.40864452719688416, + "rewards/rejected": -4.904913902282715, + "sft_loss": 4.193645000457764, + "step": 1460 + }, + { + "epoch": 0.7840776049506607, + "grad_norm": 0.5140729230742062, + "learning_rate": 9.227870209296395e-07, + "logits/chosen": -0.5369542837142944, + "logits/rejected": -0.361372709274292, + "logps/chosen": -4.5893235206604, + "logps/rejected": -4.978590965270996, + "loss": 0.053, + "rewards/accuracies": 0.65625, + "rewards/chosen": -4.5893235206604, + "rewards/margins": 0.3892673850059509, + "rewards/rejected": -4.978590965270996, + "sft_loss": 4.30275821685791, + "step": 1465 + }, + { + "epoch": 0.7867536377320622, + "grad_norm": 0.7138005925509934, + "learning_rate": 9.219535392058728e-07, + "logits/chosen": -0.5888296365737915, + "logits/rejected": -0.6135191321372986, + "logps/chosen": -4.756964206695557, + "logps/rejected": -5.122450351715088, + "loss": 0.0537, + "rewards/accuracies": 0.625, + "rewards/chosen": -4.756964206695557, + "rewards/margins": 0.3654859662055969, + "rewards/rejected": -5.122450351715088, + "sft_loss": 4.438687801361084, + "step": 1470 + }, + { + "epoch": 0.7894296705134638, + "grad_norm": 0.6792551404068019, + "learning_rate": 9.211159636870181e-07, + "logits/chosen": -0.6354023218154907, + "logits/rejected": -0.4295397698879242, + "logps/chosen": -4.545450210571289, + "logps/rejected": -5.067888259887695, + "loss": 0.052, + "rewards/accuracies": 0.6937500238418579, + "rewards/chosen": -4.545450210571289, + "rewards/margins": 0.5224383473396301, + "rewards/rejected": -5.067888259887695, + "sft_loss": 4.248089790344238, + "step": 1475 + }, + { + "epoch": 0.7921057032948654, + "grad_norm": 0.5258294806269868, + "learning_rate": 9.202743024992367e-07, + "logits/chosen": -0.32514700293540955, + "logits/rejected": -0.24210067093372345, + "logps/chosen": -4.494786739349365, + "logps/rejected": -4.912075996398926, + "loss": 0.0536, + "rewards/accuracies": 0.606249988079071, + "rewards/chosen": -4.494786739349365, + "rewards/margins": 0.41728848218917847, + "rewards/rejected": -4.912075996398926, + "sft_loss": 4.201507091522217, + "step": 1480 + }, + { + "epoch": 0.7947817360762669, + "grad_norm": 0.5507357931137226, + "learning_rate": 9.194285638083293e-07, + "logits/chosen": -0.467916876077652, + "logits/rejected": -0.29624345898628235, + "logps/chosen": -4.507334232330322, + "logps/rejected": -4.973681449890137, + "loss": 0.0515, + "rewards/accuracies": 0.643750011920929, + "rewards/chosen": -4.507334232330322, + "rewards/margins": 0.4663466811180115, + "rewards/rejected": -4.973681449890137, + "sft_loss": 4.084946632385254, + "step": 1485 + }, + { + "epoch": 0.7974577688576685, + "grad_norm": 0.7427535420687216, + "learning_rate": 9.185787558196562e-07, + "logits/chosen": -0.526081383228302, + "logits/rejected": -0.4255906939506531, + "logps/chosen": -4.713466644287109, + "logps/rejected": -5.259469985961914, + "loss": 0.052, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.713466644287109, + "rewards/margins": 0.5460041165351868, + "rewards/rejected": -5.259469985961914, + "sft_loss": 4.401684284210205, + "step": 1490 + }, + { + "epoch": 0.8001338016390701, + "grad_norm": 0.5552710520792367, + "learning_rate": 9.177248867780583e-07, + "logits/chosen": -0.3650432229042053, + "logits/rejected": -0.2875578701496124, + "logps/chosen": -4.637053966522217, + "logps/rejected": -4.971064567565918, + "loss": 0.0545, + "rewards/accuracies": 0.637499988079071, + "rewards/chosen": -4.637053966522217, + "rewards/margins": 0.33401015400886536, + "rewards/rejected": -4.971064567565918, + "sft_loss": 4.287173271179199, + "step": 1495 + }, + { + "epoch": 0.8028098344204716, + "grad_norm": 0.6545200457585186, + "learning_rate": 9.168669649677769e-07, + "logits/chosen": -0.5093628168106079, + "logits/rejected": -0.363433301448822, + "logps/chosen": -4.705319881439209, + "logps/rejected": -5.057621479034424, + "loss": 0.0544, + "rewards/accuracies": 0.581250011920929, + "rewards/chosen": -4.705319881439209, + "rewards/margins": 0.3523014187812805, + "rewards/rejected": -5.057621479034424, + "sft_loss": 4.391488075256348, + "step": 1500 + }, + { + "epoch": 0.8054858672018732, + "grad_norm": 0.693732510533624, + "learning_rate": 9.16004998712373e-07, + "logits/chosen": -0.48523417115211487, + "logits/rejected": -0.3940420150756836, + "logps/chosen": -4.654600620269775, + "logps/rejected": -5.024332046508789, + "loss": 0.0528, + "rewards/accuracies": 0.643750011920929, + "rewards/chosen": -4.654600620269775, + "rewards/margins": 0.36973097920417786, + "rewards/rejected": -5.024332046508789, + "sft_loss": 4.359921455383301, + "step": 1505 + }, + { + "epoch": 0.8081618999832748, + "grad_norm": 0.8529497338023002, + "learning_rate": 9.151389963746472e-07, + "logits/chosen": -0.5112209320068359, + "logits/rejected": -0.11440527439117432, + "logps/chosen": -4.373734951019287, + "logps/rejected": -5.003460884094238, + "loss": 0.0521, + "rewards/accuracies": 0.737500011920929, + "rewards/chosen": -4.373734951019287, + "rewards/margins": 0.6297259330749512, + "rewards/rejected": -5.003460884094238, + "sft_loss": 4.172287940979004, + "step": 1510 + }, + { + "epoch": 0.8108379327646764, + "grad_norm": 0.5936951496458619, + "learning_rate": 9.142689663565577e-07, + "logits/chosen": -0.43221956491470337, + "logits/rejected": -0.3605879843235016, + "logps/chosen": -4.363806247711182, + "logps/rejected": -4.777824401855469, + "loss": 0.0536, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.363806247711182, + "rewards/margins": 0.41401776671409607, + "rewards/rejected": -4.777824401855469, + "sft_loss": 4.124611854553223, + "step": 1515 + }, + { + "epoch": 0.8135139655460779, + "grad_norm": 0.6096514301908822, + "learning_rate": 9.133949170991397e-07, + "logits/chosen": -0.519121527671814, + "logits/rejected": -0.4197636544704437, + "logps/chosen": -4.7988386154174805, + "logps/rejected": -5.091773986816406, + "loss": 0.0538, + "rewards/accuracies": 0.625, + "rewards/chosen": -4.7988386154174805, + "rewards/margins": 0.2929350435733795, + "rewards/rejected": -5.091773986816406, + "sft_loss": 4.553792953491211, + "step": 1520 + }, + { + "epoch": 0.8161899983274795, + "grad_norm": 0.5746404976910024, + "learning_rate": 9.125168570824231e-07, + "logits/chosen": -0.6563237309455872, + "logits/rejected": -0.4389188885688782, + "logps/chosen": -4.557305335998535, + "logps/rejected": -4.995202541351318, + "loss": 0.0529, + "rewards/accuracies": 0.637499988079071, + "rewards/chosen": -4.557305335998535, + "rewards/margins": 0.43789729475975037, + "rewards/rejected": -4.995202541351318, + "sft_loss": 4.281145095825195, + "step": 1525 + }, + { + "epoch": 0.8188660311088811, + "grad_norm": 0.6697475255234172, + "learning_rate": 9.116347948253496e-07, + "logits/chosen": -0.6038469672203064, + "logits/rejected": -0.4111461639404297, + "logps/chosen": -4.381692409515381, + "logps/rejected": -4.818631649017334, + "loss": 0.053, + "rewards/accuracies": 0.6937500238418579, + "rewards/chosen": -4.381692409515381, + "rewards/margins": 0.43693867325782776, + "rewards/rejected": -4.818631649017334, + "sft_loss": 4.0797834396362305, + "step": 1530 + }, + { + "epoch": 0.8215420638902826, + "grad_norm": 0.801191616568803, + "learning_rate": 9.107487388856916e-07, + "logits/chosen": -0.7121357917785645, + "logits/rejected": -0.4746119976043701, + "logps/chosen": -4.668355464935303, + "logps/rejected": -5.093571662902832, + "loss": 0.0521, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -4.668355464935303, + "rewards/margins": 0.42521581053733826, + "rewards/rejected": -5.093571662902832, + "sft_loss": 4.296419143676758, + "step": 1535 + }, + { + "epoch": 0.8242180966716842, + "grad_norm": 1.2012408006490007, + "learning_rate": 9.098586978599673e-07, + "logits/chosen": -0.584466814994812, + "logits/rejected": -0.39628341794013977, + "logps/chosen": -4.556466102600098, + "logps/rejected": -5.13347864151001, + "loss": 0.0522, + "rewards/accuracies": 0.65625, + "rewards/chosen": -4.556466102600098, + "rewards/margins": 0.5770123600959778, + "rewards/rejected": -5.13347864151001, + "sft_loss": 4.171639442443848, + "step": 1540 + }, + { + "epoch": 0.8268941294530858, + "grad_norm": 0.8295755986531027, + "learning_rate": 9.089646803833588e-07, + "logits/chosen": -0.6427966356277466, + "logits/rejected": -0.4719253480434418, + "logps/chosen": -4.530259609222412, + "logps/rejected": -5.066699981689453, + "loss": 0.0519, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -4.530259609222412, + "rewards/margins": 0.5364402532577515, + "rewards/rejected": -5.066699981689453, + "sft_loss": 4.1909990310668945, + "step": 1545 + }, + { + "epoch": 0.8295701622344873, + "grad_norm": 0.45575866706602736, + "learning_rate": 9.080666951296276e-07, + "logits/chosen": -0.7682622671127319, + "logits/rejected": -0.4284500479698181, + "logps/chosen": -4.4875359535217285, + "logps/rejected": -5.184557914733887, + "loss": 0.0514, + "rewards/accuracies": 0.706250011920929, + "rewards/chosen": -4.4875359535217285, + "rewards/margins": 0.6970220804214478, + "rewards/rejected": -5.184557914733887, + "sft_loss": 4.240321159362793, + "step": 1550 + }, + { + "epoch": 0.8322461950158889, + "grad_norm": 0.8616340059854087, + "learning_rate": 9.071647508110305e-07, + "logits/chosen": -0.6000322103500366, + "logits/rejected": -0.2714582085609436, + "logps/chosen": -4.265105247497559, + "logps/rejected": -5.043358325958252, + "loss": 0.0507, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -4.265105247497559, + "rewards/margins": 0.7782524228096008, + "rewards/rejected": -5.043358325958252, + "sft_loss": 3.936190128326416, + "step": 1555 + }, + { + "epoch": 0.8349222277972905, + "grad_norm": 0.4884634696994051, + "learning_rate": 9.062588561782354e-07, + "logits/chosen": -0.5129867792129517, + "logits/rejected": -0.44472289085388184, + "logps/chosen": -4.736525058746338, + "logps/rejected": -5.098237037658691, + "loss": 0.054, + "rewards/accuracies": 0.65625, + "rewards/chosen": -4.736525058746338, + "rewards/margins": 0.3617119789123535, + "rewards/rejected": -5.098237037658691, + "sft_loss": 4.419918060302734, + "step": 1560 + }, + { + "epoch": 0.8375982605786921, + "grad_norm": 0.7754204271070733, + "learning_rate": 9.053490200202358e-07, + "logits/chosen": -0.5212528705596924, + "logits/rejected": -0.46367019414901733, + "logps/chosen": -4.657750129699707, + "logps/rejected": -5.107029914855957, + "loss": 0.0541, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.657750129699707, + "rewards/margins": 0.44928041100502014, + "rewards/rejected": -5.107029914855957, + "sft_loss": 4.432155609130859, + "step": 1565 + }, + { + "epoch": 0.8402742933600936, + "grad_norm": 0.8302273442870804, + "learning_rate": 9.044352511642661e-07, + "logits/chosen": -0.6087560057640076, + "logits/rejected": -0.5251113176345825, + "logps/chosen": -4.926453590393066, + "logps/rejected": -5.241636753082275, + "loss": 0.0544, + "rewards/accuracies": 0.6312500238418579, + "rewards/chosen": -4.926453590393066, + "rewards/margins": 0.315182626247406, + "rewards/rejected": -5.241636753082275, + "sft_loss": 4.637141227722168, + "step": 1570 + }, + { + "epoch": 0.8429503261414952, + "grad_norm": 0.6513636122476614, + "learning_rate": 9.03517558475716e-07, + "logits/chosen": -0.6366342306137085, + "logits/rejected": -0.5109571218490601, + "logps/chosen": -4.386017799377441, + "logps/rejected": -4.666255950927734, + "loss": 0.0554, + "rewards/accuracies": 0.6000000238418579, + "rewards/chosen": -4.386017799377441, + "rewards/margins": 0.2802382707595825, + "rewards/rejected": -4.666255950927734, + "sft_loss": 4.119292259216309, + "step": 1575 + }, + { + "epoch": 0.8456263589228968, + "grad_norm": 0.48291708229520947, + "learning_rate": 9.025959508580436e-07, + "logits/chosen": -0.7007150650024414, + "logits/rejected": -0.39889538288116455, + "logps/chosen": -4.4623637199401855, + "logps/rejected": -4.950345039367676, + "loss": 0.0516, + "rewards/accuracies": 0.706250011920929, + "rewards/chosen": -4.4623637199401855, + "rewards/margins": 0.48798173666000366, + "rewards/rejected": -4.950345039367676, + "sft_loss": 4.182068824768066, + "step": 1580 + }, + { + "epoch": 0.8483023917042983, + "grad_norm": 0.39776745797415436, + "learning_rate": 9.016704372526905e-07, + "logits/chosen": -0.7292011976242065, + "logits/rejected": -0.4912241995334625, + "logps/chosen": -4.48965311050415, + "logps/rejected": -5.049952983856201, + "loss": 0.0527, + "rewards/accuracies": 0.6312500238418579, + "rewards/chosen": -4.48965311050415, + "rewards/margins": 0.5602999925613403, + "rewards/rejected": -5.049952983856201, + "sft_loss": 4.21937370300293, + "step": 1585 + }, + { + "epoch": 0.8509784244856999, + "grad_norm": 0.4963728592025816, + "learning_rate": 9.007410266389934e-07, + "logits/chosen": -0.8241753578186035, + "logits/rejected": -0.8256832361221313, + "logps/chosen": -4.682924270629883, + "logps/rejected": -4.960546016693115, + "loss": 0.0535, + "rewards/accuracies": 0.612500011920929, + "rewards/chosen": -4.682924270629883, + "rewards/margins": 0.27762192487716675, + "rewards/rejected": -4.960546016693115, + "sft_loss": 4.291807174682617, + "step": 1590 + }, + { + "epoch": 0.8536544572671015, + "grad_norm": 0.8785993229541145, + "learning_rate": 8.998077280340981e-07, + "logits/chosen": -0.7560137510299683, + "logits/rejected": -0.7197335958480835, + "logps/chosen": -4.887700080871582, + "logps/rejected": -5.31774377822876, + "loss": 0.053, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -4.887700080871582, + "rewards/margins": 0.4300435483455658, + "rewards/rejected": -5.31774377822876, + "sft_loss": 4.426878929138184, + "step": 1595 + }, + { + "epoch": 0.8563304900485031, + "grad_norm": 0.4973210847144275, + "learning_rate": 8.988705504928722e-07, + "logits/chosen": -0.7660343647003174, + "logits/rejected": -0.5587971210479736, + "logps/chosen": -4.545231819152832, + "logps/rejected": -5.228125095367432, + "loss": 0.0511, + "rewards/accuracies": 0.737500011920929, + "rewards/chosen": -4.545231819152832, + "rewards/margins": 0.6828934550285339, + "rewards/rejected": -5.228125095367432, + "sft_loss": 4.198379993438721, + "step": 1600 + }, + { + "epoch": 0.8563304900485031, + "eval_logits/chosen": -0.15241743624210358, + "eval_logits/rejected": -0.06400942802429199, + "eval_logps/chosen": -4.4388813972473145, + "eval_logps/rejected": -4.92216157913208, + "eval_loss": 0.05129525065422058, + "eval_rewards/accuracies": 0.6357566714286804, + "eval_rewards/chosen": -4.4388813972473145, + "eval_rewards/margins": 0.4832801818847656, + "eval_rewards/rejected": -4.92216157913208, + "eval_runtime": 43.7335, + "eval_samples_per_second": 30.754, + "eval_sft_loss": 3.9593169689178467, + "eval_steps_per_second": 7.706, + "step": 1600 + }, + { + "epoch": 0.8590065228299046, + "grad_norm": 0.6767207852208145, + "learning_rate": 8.979295031078157e-07, + "logits/chosen": -0.6382713913917542, + "logits/rejected": -0.3558812141418457, + "logps/chosen": -4.260805606842041, + "logps/rejected": -4.816983699798584, + "loss": 0.0516, + "rewards/accuracies": 0.7437499761581421, + "rewards/chosen": -4.260805606842041, + "rewards/margins": 0.5561773180961609, + "rewards/rejected": -4.816983699798584, + "sft_loss": 3.9126687049865723, + "step": 1605 + }, + { + "epoch": 0.8616825556113062, + "grad_norm": 0.3932300699915947, + "learning_rate": 8.969845950089751e-07, + "logits/chosen": -0.7118608355522156, + "logits/rejected": -0.4848446249961853, + "logps/chosen": -4.688570022583008, + "logps/rejected": -5.197754859924316, + "loss": 0.0533, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.688570022583008, + "rewards/margins": 0.5091850161552429, + "rewards/rejected": -5.197754859924316, + "sft_loss": 4.411562919616699, + "step": 1610 + }, + { + "epoch": 0.8643585883927078, + "grad_norm": 0.5646465640543609, + "learning_rate": 8.960358353638526e-07, + "logits/chosen": -0.5377587080001831, + "logits/rejected": -0.3963084816932678, + "logps/chosen": -4.799404144287109, + "logps/rejected": -5.366022109985352, + "loss": 0.0528, + "rewards/accuracies": 0.6187499761581421, + "rewards/chosen": -4.799404144287109, + "rewards/margins": 0.5666177272796631, + "rewards/rejected": -5.366022109985352, + "sft_loss": 4.420165061950684, + "step": 1615 + }, + { + "epoch": 0.8670346211741093, + "grad_norm": 0.7546229368883803, + "learning_rate": 8.950832333773184e-07, + "logits/chosen": -0.5079709887504578, + "logits/rejected": -0.2918342649936676, + "logps/chosen": -4.613333702087402, + "logps/rejected": -4.944863319396973, + "loss": 0.0543, + "rewards/accuracies": 0.606249988079071, + "rewards/chosen": -4.613333702087402, + "rewards/margins": 0.33153027296066284, + "rewards/rejected": -4.944863319396973, + "sft_loss": 4.2668962478637695, + "step": 1620 + }, + { + "epoch": 0.869710653955511, + "grad_norm": 1.0035032298444153, + "learning_rate": 8.941267982915213e-07, + "logits/chosen": -0.4892359673976898, + "logits/rejected": -0.41767483949661255, + "logps/chosen": -4.5956902503967285, + "logps/rejected": -4.8582048416137695, + "loss": 0.0555, + "rewards/accuracies": 0.612500011920929, + "rewards/chosen": -4.5956902503967285, + "rewards/margins": 0.26251503825187683, + "rewards/rejected": -4.8582048416137695, + "sft_loss": 4.35836124420166, + "step": 1625 + }, + { + "epoch": 0.8723866867369126, + "grad_norm": 0.6730402571466032, + "learning_rate": 8.931665393857983e-07, + "logits/chosen": -0.5518749952316284, + "logits/rejected": -0.38204655051231384, + "logps/chosen": -4.6279096603393555, + "logps/rejected": -5.244035243988037, + "loss": 0.053, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.6279096603393555, + "rewards/margins": 0.6161251664161682, + "rewards/rejected": -5.244035243988037, + "sft_loss": 4.439146995544434, + "step": 1630 + }, + { + "epoch": 0.875062719518314, + "grad_norm": 0.4254278641604274, + "learning_rate": 8.922024659765861e-07, + "logits/chosen": -0.7097309827804565, + "logits/rejected": -0.5215593576431274, + "logps/chosen": -4.5009846687316895, + "logps/rejected": -5.05783748626709, + "loss": 0.053, + "rewards/accuracies": 0.6875, + "rewards/chosen": -4.5009846687316895, + "rewards/margins": 0.5568532347679138, + "rewards/rejected": -5.05783748626709, + "sft_loss": 4.314332962036133, + "step": 1635 + }, + { + "epoch": 0.8777387522997157, + "grad_norm": 0.7546877143418629, + "learning_rate": 8.912345874173288e-07, + "logits/chosen": -0.7383396625518799, + "logits/rejected": -0.551169753074646, + "logps/chosen": -4.638089656829834, + "logps/rejected": -5.158759117126465, + "loss": 0.0528, + "rewards/accuracies": 0.637499988079071, + "rewards/chosen": -4.638089656829834, + "rewards/margins": 0.5206692814826965, + "rewards/rejected": -5.158759117126465, + "sft_loss": 4.348078727722168, + "step": 1640 + }, + { + "epoch": 0.8804147850811173, + "grad_norm": 0.6031239823905878, + "learning_rate": 8.902629130983885e-07, + "logits/chosen": -0.7252805829048157, + "logits/rejected": -0.6789249181747437, + "logps/chosen": -4.596409797668457, + "logps/rejected": -4.8939619064331055, + "loss": 0.0545, + "rewards/accuracies": 0.59375, + "rewards/chosen": -4.596409797668457, + "rewards/margins": 0.2975528836250305, + "rewards/rejected": -4.8939619064331055, + "sft_loss": 4.3586626052856445, + "step": 1645 + }, + { + "epoch": 0.8830908178625189, + "grad_norm": 0.8993478357101632, + "learning_rate": 8.892874524469537e-07, + "logits/chosen": -0.5916559100151062, + "logits/rejected": -0.5924795269966125, + "logps/chosen": -4.407802104949951, + "logps/rejected": -4.78812313079834, + "loss": 0.0527, + "rewards/accuracies": 0.6187499761581421, + "rewards/chosen": -4.407802104949951, + "rewards/margins": 0.3803215026855469, + "rewards/rejected": -4.78812313079834, + "sft_loss": 4.095881462097168, + "step": 1650 + }, + { + "epoch": 0.8857668506439204, + "grad_norm": 0.3917673900254094, + "learning_rate": 8.883082149269478e-07, + "logits/chosen": -0.7587140798568726, + "logits/rejected": -0.6571011543273926, + "logps/chosen": -4.616636753082275, + "logps/rejected": -5.03781795501709, + "loss": 0.0525, + "rewards/accuracies": 0.6312500238418579, + "rewards/chosen": -4.616636753082275, + "rewards/margins": 0.4211810231208801, + "rewards/rejected": -5.03781795501709, + "sft_loss": 4.352169990539551, + "step": 1655 + }, + { + "epoch": 0.888442883425322, + "grad_norm": 0.7381492187402137, + "learning_rate": 8.873252100389377e-07, + "logits/chosen": -0.7679041028022766, + "logits/rejected": -0.7441409230232239, + "logps/chosen": -4.568779945373535, + "logps/rejected": -4.98103141784668, + "loss": 0.0531, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.568779945373535, + "rewards/margins": 0.41225147247314453, + "rewards/rejected": -4.98103141784668, + "sft_loss": 4.325723648071289, + "step": 1660 + }, + { + "epoch": 0.8911189162067236, + "grad_norm": 0.7190038370520179, + "learning_rate": 8.863384473200411e-07, + "logits/chosen": -0.5483480095863342, + "logits/rejected": -0.516470193862915, + "logps/chosen": -4.5403594970703125, + "logps/rejected": -4.815312385559082, + "loss": 0.0541, + "rewards/accuracies": 0.59375, + "rewards/chosen": -4.5403594970703125, + "rewards/margins": 0.27495282888412476, + "rewards/rejected": -4.815312385559082, + "sft_loss": 4.229251861572266, + "step": 1665 + }, + { + "epoch": 0.8937949489881251, + "grad_norm": 0.42330802181269084, + "learning_rate": 8.853479363438342e-07, + "logits/chosen": -0.5562044382095337, + "logits/rejected": -0.35739031434059143, + "logps/chosen": -4.675718784332275, + "logps/rejected": -5.102102279663086, + "loss": 0.0534, + "rewards/accuracies": 0.6187499761581421, + "rewards/chosen": -4.675718784332275, + "rewards/margins": 0.4263841509819031, + "rewards/rejected": -5.102102279663086, + "sft_loss": 4.358043670654297, + "step": 1670 + }, + { + "epoch": 0.8964709817695267, + "grad_norm": 0.6266125822436, + "learning_rate": 8.843536867202588e-07, + "logits/chosen": -0.6752755045890808, + "logits/rejected": -0.4606241285800934, + "logps/chosen": -4.621033668518066, + "logps/rejected": -5.194036483764648, + "loss": 0.0535, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -4.621033668518066, + "rewards/margins": 0.5730026960372925, + "rewards/rejected": -5.194036483764648, + "sft_loss": 4.461909294128418, + "step": 1675 + }, + { + "epoch": 0.8991470145509283, + "grad_norm": 0.529054946655314, + "learning_rate": 8.833557080955292e-07, + "logits/chosen": -0.7238949537277222, + "logits/rejected": -0.5741681456565857, + "logps/chosen": -4.534304618835449, + "logps/rejected": -4.89604377746582, + "loss": 0.0549, + "rewards/accuracies": 0.6187499761581421, + "rewards/chosen": -4.534304618835449, + "rewards/margins": 0.3617388606071472, + "rewards/rejected": -4.89604377746582, + "sft_loss": 4.328090190887451, + "step": 1680 + }, + { + "epoch": 0.9018230473323299, + "grad_norm": 0.4533672050451873, + "learning_rate": 8.823540101520381e-07, + "logits/chosen": -0.6906416416168213, + "logits/rejected": -0.44059187173843384, + "logps/chosen": -4.62170934677124, + "logps/rejected": -5.1143317222595215, + "loss": 0.0523, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.62170934677124, + "rewards/margins": 0.49262285232543945, + "rewards/rejected": -5.1143317222595215, + "sft_loss": 4.356869220733643, + "step": 1685 + }, + { + "epoch": 0.9044990801137314, + "grad_norm": 0.47576777011310917, + "learning_rate": 8.813486026082637e-07, + "logits/chosen": -0.6736524701118469, + "logits/rejected": -0.4422256350517273, + "logps/chosen": -4.475247383117676, + "logps/rejected": -5.043217658996582, + "loss": 0.0512, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.475247383117676, + "rewards/margins": 0.5679700970649719, + "rewards/rejected": -5.043217658996582, + "sft_loss": 4.141319274902344, + "step": 1690 + }, + { + "epoch": 0.907175112895133, + "grad_norm": 0.7702839097262766, + "learning_rate": 8.803394952186742e-07, + "logits/chosen": -0.6925588846206665, + "logits/rejected": -0.5139236450195312, + "logps/chosen": -4.497862815856934, + "logps/rejected": -4.9205546379089355, + "loss": 0.0527, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -4.497862815856934, + "rewards/margins": 0.4226916432380676, + "rewards/rejected": -4.9205546379089355, + "sft_loss": 4.133333683013916, + "step": 1695 + }, + { + "epoch": 0.9098511456765346, + "grad_norm": 0.6048631380799233, + "learning_rate": 8.793266977736342e-07, + "logits/chosen": -0.5745486617088318, + "logits/rejected": -0.7098916172981262, + "logps/chosen": -4.716115474700928, + "logps/rejected": -4.911401748657227, + "loss": 0.0554, + "rewards/accuracies": 0.5375000238418579, + "rewards/chosen": -4.716115474700928, + "rewards/margins": 0.19528572261333466, + "rewards/rejected": -4.911401748657227, + "sft_loss": 4.486597537994385, + "step": 1700 + }, + { + "epoch": 0.9125271784579361, + "grad_norm": 0.5319797114763031, + "learning_rate": 8.783102200993085e-07, + "logits/chosen": -0.5865694284439087, + "logits/rejected": -0.4831927418708801, + "logps/chosen": -4.619460105895996, + "logps/rejected": -5.135631084442139, + "loss": 0.0522, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.619460105895996, + "rewards/margins": 0.5161705017089844, + "rewards/rejected": -5.135631084442139, + "sft_loss": 4.320430278778076, + "step": 1705 + }, + { + "epoch": 0.9152032112393377, + "grad_norm": 0.49342138650309186, + "learning_rate": 8.772900720575683e-07, + "logits/chosen": -0.5916703939437866, + "logits/rejected": -0.44493407011032104, + "logps/chosen": -4.688383102416992, + "logps/rejected": -5.003859519958496, + "loss": 0.0532, + "rewards/accuracies": 0.625, + "rewards/chosen": -4.688383102416992, + "rewards/margins": 0.3154762387275696, + "rewards/rejected": -5.003859519958496, + "sft_loss": 4.402092933654785, + "step": 1710 + }, + { + "epoch": 0.9178792440207393, + "grad_norm": 0.6350320047855338, + "learning_rate": 8.762662635458944e-07, + "logits/chosen": -0.6132705211639404, + "logits/rejected": -0.4131240248680115, + "logps/chosen": -4.4683003425598145, + "logps/rejected": -4.932827949523926, + "loss": 0.0528, + "rewards/accuracies": 0.65625, + "rewards/chosen": -4.4683003425598145, + "rewards/margins": 0.46452799439430237, + "rewards/rejected": -4.932827949523926, + "sft_loss": 4.192587375640869, + "step": 1715 + }, + { + "epoch": 0.9205552768021408, + "grad_norm": 0.677549094236319, + "learning_rate": 8.752388044972811e-07, + "logits/chosen": -0.4829626679420471, + "logits/rejected": -0.40973132848739624, + "logps/chosen": -4.489928722381592, + "logps/rejected": -4.995810508728027, + "loss": 0.0522, + "rewards/accuracies": 0.625, + "rewards/chosen": -4.489928722381592, + "rewards/margins": 0.5058815479278564, + "rewards/rejected": -4.995810508728027, + "sft_loss": 4.183096885681152, + "step": 1720 + }, + { + "epoch": 0.9232313095835424, + "grad_norm": 1.1901222995185778, + "learning_rate": 8.74207704880141e-07, + "logits/chosen": -0.46341466903686523, + "logits/rejected": -0.3583849370479584, + "logps/chosen": -4.485856533050537, + "logps/rejected": -5.075121879577637, + "loss": 0.0516, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.485856533050537, + "rewards/margins": 0.5892654657363892, + "rewards/rejected": -5.075121879577637, + "sft_loss": 4.133608341217041, + "step": 1725 + }, + { + "epoch": 0.925907342364944, + "grad_norm": 0.7088852396963751, + "learning_rate": 8.731729746982068e-07, + "logits/chosen": -0.5381177663803101, + "logits/rejected": -0.5030028820037842, + "logps/chosen": -4.645955562591553, + "logps/rejected": -5.002853870391846, + "loss": 0.0532, + "rewards/accuracies": 0.637499988079071, + "rewards/chosen": -4.645955562591553, + "rewards/margins": 0.35689815878868103, + "rewards/rejected": -5.002853870391846, + "sft_loss": 4.37051248550415, + "step": 1730 + }, + { + "epoch": 0.9285833751463456, + "grad_norm": 0.5727877301628497, + "learning_rate": 8.721346239904355e-07, + "logits/chosen": -0.7422673106193542, + "logits/rejected": -0.4506010413169861, + "logps/chosen": -4.574130535125732, + "logps/rejected": -5.225555896759033, + "loss": 0.0534, + "rewards/accuracies": 0.637499988079071, + "rewards/chosen": -4.574130535125732, + "rewards/margins": 0.6514250636100769, + "rewards/rejected": -5.225555896759033, + "sft_loss": 4.303416728973389, + "step": 1735 + }, + { + "epoch": 0.9312594079277471, + "grad_norm": 0.7587320919835171, + "learning_rate": 8.710926628309101e-07, + "logits/chosen": -0.7008196115493774, + "logits/rejected": -0.4706336557865143, + "logps/chosen": -4.421854019165039, + "logps/rejected": -4.918593406677246, + "loss": 0.0518, + "rewards/accuracies": 0.668749988079071, + "rewards/chosen": -4.421854019165039, + "rewards/margins": 0.49673953652381897, + "rewards/rejected": -4.918593406677246, + "sft_loss": 4.130229473114014, + "step": 1740 + }, + { + "epoch": 0.9339354407091487, + "grad_norm": 0.4268332165756312, + "learning_rate": 8.700471013287424e-07, + "logits/chosen": -0.4801374077796936, + "logits/rejected": -0.528005063533783, + "logps/chosen": -4.628663063049316, + "logps/rejected": -4.9589996337890625, + "loss": 0.0539, + "rewards/accuracies": 0.6187499761581421, + "rewards/chosen": -4.628663063049316, + "rewards/margins": 0.3303371071815491, + "rewards/rejected": -4.9589996337890625, + "sft_loss": 4.288285255432129, + "step": 1745 + }, + { + "epoch": 0.9366114734905503, + "grad_norm": 0.5580153572580532, + "learning_rate": 8.689979496279746e-07, + "logits/chosen": -0.6604480743408203, + "logits/rejected": -0.6128295660018921, + "logps/chosen": -4.892617225646973, + "logps/rejected": -5.17832088470459, + "loss": 0.0556, + "rewards/accuracies": 0.5874999761581421, + "rewards/chosen": -4.892617225646973, + "rewards/margins": 0.2857045531272888, + "rewards/rejected": -5.17832088470459, + "sft_loss": 4.655879974365234, + "step": 1750 + }, + { + "epoch": 0.9392875062719518, + "grad_norm": 0.5349767701486052, + "learning_rate": 8.679452179074811e-07, + "logits/chosen": -0.6491625308990479, + "logits/rejected": -0.5268028974533081, + "logps/chosen": -4.43688440322876, + "logps/rejected": -4.887360095977783, + "loss": 0.0521, + "rewards/accuracies": 0.731249988079071, + "rewards/chosen": -4.43688440322876, + "rewards/margins": 0.4504762291908264, + "rewards/rejected": -4.887360095977783, + "sft_loss": 4.223998069763184, + "step": 1755 + }, + { + "epoch": 0.9419635390533534, + "grad_norm": 0.7804616441099496, + "learning_rate": 8.668889163808698e-07, + "logits/chosen": -0.5952499508857727, + "logits/rejected": -0.4252048432826996, + "logps/chosen": -4.258835792541504, + "logps/rejected": -4.69142484664917, + "loss": 0.0529, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -4.258835792541504, + "rewards/margins": 0.4325889050960541, + "rewards/rejected": -4.69142484664917, + "sft_loss": 4.0244221687316895, + "step": 1760 + }, + { + "epoch": 0.944639571834755, + "grad_norm": 0.6776172207965506, + "learning_rate": 8.658290552963827e-07, + "logits/chosen": -0.6151505708694458, + "logits/rejected": -0.5384581685066223, + "logps/chosen": -4.684379577636719, + "logps/rejected": -5.083588123321533, + "loss": 0.0543, + "rewards/accuracies": 0.637499988079071, + "rewards/chosen": -4.684379577636719, + "rewards/margins": 0.39920786023139954, + "rewards/rejected": -5.083588123321533, + "sft_loss": 4.437235355377197, + "step": 1765 + }, + { + "epoch": 0.9473156046161565, + "grad_norm": 0.5500351388760678, + "learning_rate": 8.647656449367966e-07, + "logits/chosen": -0.6593262553215027, + "logits/rejected": -0.46565479040145874, + "logps/chosen": -4.797619342803955, + "logps/rejected": -5.164062023162842, + "loss": 0.054, + "rewards/accuracies": 0.6000000238418579, + "rewards/chosen": -4.797619342803955, + "rewards/margins": 0.36644285917282104, + "rewards/rejected": -5.164062023162842, + "sft_loss": 4.57346248626709, + "step": 1770 + }, + { + "epoch": 0.9499916373975581, + "grad_norm": 0.45624990753318817, + "learning_rate": 8.636986956193235e-07, + "logits/chosen": -0.654018759727478, + "logits/rejected": -0.48784175515174866, + "logps/chosen": -4.523144721984863, + "logps/rejected": -5.065670490264893, + "loss": 0.0523, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -4.523144721984863, + "rewards/margins": 0.5425251126289368, + "rewards/rejected": -5.065670490264893, + "sft_loss": 4.223518371582031, + "step": 1775 + }, + { + "epoch": 0.9526676701789597, + "grad_norm": 0.7841405500905427, + "learning_rate": 8.626282176955104e-07, + "logits/chosen": -0.5684636831283569, + "logits/rejected": -0.4489496648311615, + "logps/chosen": -4.506833076477051, + "logps/rejected": -5.011999607086182, + "loss": 0.0531, + "rewards/accuracies": 0.6875, + "rewards/chosen": -4.506833076477051, + "rewards/margins": 0.5051662921905518, + "rewards/rejected": -5.011999607086182, + "sft_loss": 4.277122497558594, + "step": 1780 + }, + { + "epoch": 0.9553437029603613, + "grad_norm": 0.5493539692038344, + "learning_rate": 8.615542215511389e-07, + "logits/chosen": -0.49908360838890076, + "logits/rejected": -0.44331297278404236, + "logps/chosen": -4.55692195892334, + "logps/rejected": -4.80039644241333, + "loss": 0.0546, + "rewards/accuracies": 0.59375, + "rewards/chosen": -4.55692195892334, + "rewards/margins": 0.24347443878650665, + "rewards/rejected": -4.80039644241333, + "sft_loss": 4.2864179611206055, + "step": 1785 + }, + { + "epoch": 0.9580197357417628, + "grad_norm": 0.4241587327498337, + "learning_rate": 8.604767176061241e-07, + "logits/chosen": -0.5102593302726746, + "logits/rejected": -0.3818404972553253, + "logps/chosen": -4.6066484451293945, + "logps/rejected": -5.100188732147217, + "loss": 0.0523, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -4.6066484451293945, + "rewards/margins": 0.49354037642478943, + "rewards/rejected": -5.100188732147217, + "sft_loss": 4.308642864227295, + "step": 1790 + }, + { + "epoch": 0.9606957685231644, + "grad_norm": 0.4506243224072321, + "learning_rate": 8.593957163144141e-07, + "logits/chosen": -0.6658445596694946, + "logits/rejected": -0.4980512261390686, + "logps/chosen": -4.553849220275879, + "logps/rejected": -5.111265659332275, + "loss": 0.0523, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.553849220275879, + "rewards/margins": 0.5574164986610413, + "rewards/rejected": -5.111265659332275, + "sft_loss": 4.330379486083984, + "step": 1795 + }, + { + "epoch": 0.963371801304566, + "grad_norm": 0.6366553615073793, + "learning_rate": 8.58311228163888e-07, + "logits/chosen": -0.5685151815414429, + "logits/rejected": -0.5260004997253418, + "logps/chosen": -4.504071235656738, + "logps/rejected": -4.883088111877441, + "loss": 0.0531, + "rewards/accuracies": 0.65625, + "rewards/chosen": -4.504071235656738, + "rewards/margins": 0.379016637802124, + "rewards/rejected": -4.883088111877441, + "sft_loss": 4.236390590667725, + "step": 1800 + }, + { + "epoch": 0.9660478340859675, + "grad_norm": 0.5830645566330016, + "learning_rate": 8.57223263676255e-07, + "logits/chosen": -0.7408885359764099, + "logits/rejected": -0.6090444326400757, + "logps/chosen": -4.397838592529297, + "logps/rejected": -5.064319133758545, + "loss": 0.0519, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.397838592529297, + "rewards/margins": 0.666480541229248, + "rewards/rejected": -5.064319133758545, + "sft_loss": 4.16245174407959, + "step": 1805 + }, + { + "epoch": 0.9687238668673691, + "grad_norm": 0.6669481125026742, + "learning_rate": 8.561318334069511e-07, + "logits/chosen": -0.6110736727714539, + "logits/rejected": -0.47679129242897034, + "logps/chosen": -4.537700653076172, + "logps/rejected": -5.0156378746032715, + "loss": 0.0524, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -4.537700653076172, + "rewards/margins": 0.4779374599456787, + "rewards/rejected": -5.0156378746032715, + "sft_loss": 4.280492305755615, + "step": 1810 + }, + { + "epoch": 0.9713998996487707, + "grad_norm": 0.49609737085138966, + "learning_rate": 8.550369479450375e-07, + "logits/chosen": -0.5063800811767578, + "logits/rejected": -0.38122016191482544, + "logps/chosen": -4.3638410568237305, + "logps/rejected": -4.9832963943481445, + "loss": 0.0513, + "rewards/accuracies": 0.706250011920929, + "rewards/chosen": -4.3638410568237305, + "rewards/margins": 0.6194550395011902, + "rewards/rejected": -4.9832963943481445, + "sft_loss": 4.111771583557129, + "step": 1815 + }, + { + "epoch": 0.9740759324301723, + "grad_norm": 0.541835888004766, + "learning_rate": 8.539386179130977e-07, + "logits/chosen": -0.4187532067298889, + "logits/rejected": -0.39255669713020325, + "logps/chosen": -4.4981207847595215, + "logps/rejected": -4.965208530426025, + "loss": 0.0524, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.4981207847595215, + "rewards/margins": 0.46708765625953674, + "rewards/rejected": -4.965208530426025, + "sft_loss": 4.165301322937012, + "step": 1820 + }, + { + "epoch": 0.9767519652115738, + "grad_norm": 0.447270816688456, + "learning_rate": 8.528368539671347e-07, + "logits/chosen": -0.48422351479530334, + "logits/rejected": -0.27786120772361755, + "logps/chosen": -4.647488594055176, + "logps/rejected": -5.433849334716797, + "loss": 0.0523, + "rewards/accuracies": 0.706250011920929, + "rewards/chosen": -4.647488594055176, + "rewards/margins": 0.7863603234291077, + "rewards/rejected": -5.433849334716797, + "sft_loss": 4.390246868133545, + "step": 1825 + }, + { + "epoch": 0.9794279979929754, + "grad_norm": 0.6637116050670254, + "learning_rate": 8.51731666796467e-07, + "logits/chosen": -0.30430883169174194, + "logits/rejected": -0.2598590850830078, + "logps/chosen": -4.423822402954102, + "logps/rejected": -4.9025678634643555, + "loss": 0.0525, + "rewards/accuracies": 0.637499988079071, + "rewards/chosen": -4.423822402954102, + "rewards/margins": 0.47874531149864197, + "rewards/rejected": -4.9025678634643555, + "sft_loss": 4.121176719665527, + "step": 1830 + }, + { + "epoch": 0.982104030774377, + "grad_norm": 0.5088849120728498, + "learning_rate": 8.506230671236254e-07, + "logits/chosen": -0.44984373450279236, + "logits/rejected": -0.3657299876213074, + "logps/chosen": -4.600604057312012, + "logps/rejected": -5.050408840179443, + "loss": 0.0523, + "rewards/accuracies": 0.65625, + "rewards/chosen": -4.600604057312012, + "rewards/margins": 0.4498043954372406, + "rewards/rejected": -5.050408840179443, + "sft_loss": 4.382790565490723, + "step": 1835 + }, + { + "epoch": 0.9847800635557785, + "grad_norm": 0.4254169373696342, + "learning_rate": 8.495110657042488e-07, + "logits/chosen": -0.48050135374069214, + "logits/rejected": -0.2589623034000397, + "logps/chosen": -4.520174980163574, + "logps/rejected": -5.064302921295166, + "loss": 0.0537, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.520174980163574, + "rewards/margins": 0.5441280007362366, + "rewards/rejected": -5.064302921295166, + "sft_loss": 4.346188545227051, + "step": 1840 + }, + { + "epoch": 0.9874560963371801, + "grad_norm": 0.5339016448514589, + "learning_rate": 8.483956733269799e-07, + "logits/chosen": -0.4132794439792633, + "logits/rejected": -0.33570170402526855, + "logps/chosen": -4.530377388000488, + "logps/rejected": -4.925265312194824, + "loss": 0.0528, + "rewards/accuracies": 0.643750011920929, + "rewards/chosen": -4.530377388000488, + "rewards/margins": 0.39488789439201355, + "rewards/rejected": -4.925265312194824, + "sft_loss": 4.196063041687012, + "step": 1845 + }, + { + "epoch": 0.9901321291185817, + "grad_norm": 0.39421322656444285, + "learning_rate": 8.472769008133602e-07, + "logits/chosen": -0.7014116048812866, + "logits/rejected": -0.5663411021232605, + "logps/chosen": -4.50463342666626, + "logps/rejected": -4.918387413024902, + "loss": 0.0533, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -4.50463342666626, + "rewards/margins": 0.41375404596328735, + "rewards/rejected": -4.918387413024902, + "sft_loss": 4.1834001541137695, + "step": 1850 + }, + { + "epoch": 0.9928081618999832, + "grad_norm": 0.3506549867803869, + "learning_rate": 8.461547590177259e-07, + "logits/chosen": -0.614751935005188, + "logits/rejected": -0.4481315016746521, + "logps/chosen": -4.661157131195068, + "logps/rejected": -5.182382583618164, + "loss": 0.0506, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.661157131195068, + "rewards/margins": 0.5212251543998718, + "rewards/rejected": -5.182382583618164, + "sft_loss": 4.169110298156738, + "step": 1855 + }, + { + "epoch": 0.9954841946813848, + "grad_norm": 0.5869023743074764, + "learning_rate": 8.450292588271014e-07, + "logits/chosen": -0.6788508892059326, + "logits/rejected": -0.5645800232887268, + "logps/chosen": -4.581757545471191, + "logps/rejected": -5.108978271484375, + "loss": 0.0514, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.581757545471191, + "rewards/margins": 0.527221143245697, + "rewards/rejected": -5.108978271484375, + "sft_loss": 4.166073799133301, + "step": 1860 + }, + { + "epoch": 0.9981602274627864, + "grad_norm": 0.515411170688192, + "learning_rate": 8.439004111610945e-07, + "logits/chosen": -0.6239068508148193, + "logits/rejected": -0.5635244846343994, + "logps/chosen": -4.709362983703613, + "logps/rejected": -5.0980119705200195, + "loss": 0.0525, + "rewards/accuracies": 0.643750011920929, + "rewards/chosen": -4.709362983703613, + "rewards/margins": 0.3886488378047943, + "rewards/rejected": -5.0980119705200195, + "sft_loss": 4.291287422180176, + "step": 1865 + }, + { + "epoch": 1.000836260244188, + "grad_norm": 0.33794993218177366, + "learning_rate": 8.427682269717901e-07, + "logits/chosen": -0.6590108275413513, + "logits/rejected": -0.5278070569038391, + "logps/chosen": -4.459053039550781, + "logps/rejected": -5.024530410766602, + "loss": 0.0518, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.459053039550781, + "rewards/margins": 0.5654768943786621, + "rewards/rejected": -5.024530410766602, + "sft_loss": 4.135066032409668, + "step": 1870 + }, + { + "epoch": 1.0035122930255895, + "grad_norm": 0.5783993800466185, + "learning_rate": 8.416327172436446e-07, + "logits/chosen": -0.8413249254226685, + "logits/rejected": -0.662590742111206, + "logps/chosen": -4.73525333404541, + "logps/rejected": -5.038640975952148, + "loss": 0.0539, + "rewards/accuracies": 0.6187499761581421, + "rewards/chosen": -4.73525333404541, + "rewards/margins": 0.30338791012763977, + "rewards/rejected": -5.038640975952148, + "sft_loss": 4.415173053741455, + "step": 1875 + }, + { + "epoch": 1.0061883258069912, + "grad_norm": 0.41696547083413266, + "learning_rate": 8.404938929933778e-07, + "logits/chosen": -0.6675068736076355, + "logits/rejected": -0.5564897060394287, + "logps/chosen": -4.614431858062744, + "logps/rejected": -5.160069465637207, + "loss": 0.0515, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -4.614431858062744, + "rewards/margins": 0.5456372499465942, + "rewards/rejected": -5.160069465637207, + "sft_loss": 4.223735332489014, + "step": 1880 + }, + { + "epoch": 1.0088643585883927, + "grad_norm": 0.36499730825474014, + "learning_rate": 8.39351765269868e-07, + "logits/chosen": -0.6835610866546631, + "logits/rejected": -0.6262503862380981, + "logps/chosen": -4.598526477813721, + "logps/rejected": -4.998991012573242, + "loss": 0.0538, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -4.598526477813721, + "rewards/margins": 0.4004649221897125, + "rewards/rejected": -4.998991012573242, + "sft_loss": 4.258669376373291, + "step": 1885 + }, + { + "epoch": 1.0115403913697942, + "grad_norm": 0.8910511813148269, + "learning_rate": 8.382063451540431e-07, + "logits/chosen": -0.6892908811569214, + "logits/rejected": -0.43145257234573364, + "logps/chosen": -4.353154182434082, + "logps/rejected": -4.833468914031982, + "loss": 0.0528, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.353154182434082, + "rewards/margins": 0.4803146421909332, + "rewards/rejected": -4.833468914031982, + "sft_loss": 4.148338317871094, + "step": 1890 + }, + { + "epoch": 1.014216424151196, + "grad_norm": 0.4638056210783794, + "learning_rate": 8.370576437587742e-07, + "logits/chosen": -0.6934480667114258, + "logits/rejected": -0.6940955519676208, + "logps/chosen": -4.60874080657959, + "logps/rejected": -4.962925434112549, + "loss": 0.0526, + "rewards/accuracies": 0.643750011920929, + "rewards/chosen": -4.60874080657959, + "rewards/margins": 0.3541843593120575, + "rewards/rejected": -4.962925434112549, + "sft_loss": 4.259464263916016, + "step": 1895 + }, + { + "epoch": 1.0168924569325974, + "grad_norm": 0.5627287270307829, + "learning_rate": 8.359056722287674e-07, + "logits/chosen": -0.9412443041801453, + "logits/rejected": -0.5999225378036499, + "logps/chosen": -4.6828742027282715, + "logps/rejected": -5.225579261779785, + "loss": 0.0521, + "rewards/accuracies": 0.706250011920929, + "rewards/chosen": -4.6828742027282715, + "rewards/margins": 0.5427041053771973, + "rewards/rejected": -5.225579261779785, + "sft_loss": 4.4391069412231445, + "step": 1900 + }, + { + "epoch": 1.019568489713999, + "grad_norm": 0.9109919294767956, + "learning_rate": 8.347504417404553e-07, + "logits/chosen": -0.6489143967628479, + "logits/rejected": -0.5207082629203796, + "logps/chosen": -4.5325493812561035, + "logps/rejected": -4.916535377502441, + "loss": 0.0541, + "rewards/accuracies": 0.606249988079071, + "rewards/chosen": -4.5325493812561035, + "rewards/margins": 0.3839864730834961, + "rewards/rejected": -4.916535377502441, + "sft_loss": 4.197742938995361, + "step": 1905 + }, + { + "epoch": 1.0222445224954007, + "grad_norm": 0.6385895149089236, + "learning_rate": 8.335919635018893e-07, + "logits/chosen": -0.8187878727912903, + "logits/rejected": -0.692855954170227, + "logps/chosen": -4.600462436676025, + "logps/rejected": -4.971292495727539, + "loss": 0.0537, + "rewards/accuracies": 0.637499988079071, + "rewards/chosen": -4.600462436676025, + "rewards/margins": 0.37083056569099426, + "rewards/rejected": -4.971292495727539, + "sft_loss": 4.280551910400391, + "step": 1910 + }, + { + "epoch": 1.0249205552768021, + "grad_norm": 0.3806885389438999, + "learning_rate": 8.324302487526303e-07, + "logits/chosen": -0.8339389562606812, + "logits/rejected": -0.7144932150840759, + "logps/chosen": -4.63545036315918, + "logps/rejected": -5.065112113952637, + "loss": 0.0524, + "rewards/accuracies": 0.668749988079071, + "rewards/chosen": -4.63545036315918, + "rewards/margins": 0.42966145277023315, + "rewards/rejected": -5.065112113952637, + "sft_loss": 4.315610885620117, + "step": 1915 + }, + { + "epoch": 1.0275965880582036, + "grad_norm": 0.341027383832509, + "learning_rate": 8.312653087636398e-07, + "logits/chosen": -0.7597075700759888, + "logits/rejected": -0.6759294271469116, + "logps/chosen": -4.549553871154785, + "logps/rejected": -5.001124858856201, + "loss": 0.0532, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.549553871154785, + "rewards/margins": 0.4515710771083832, + "rewards/rejected": -5.001124858856201, + "sft_loss": 4.2656426429748535, + "step": 1920 + }, + { + "epoch": 1.0302726208396054, + "grad_norm": 0.43588735059126427, + "learning_rate": 8.300971548371711e-07, + "logits/chosen": -0.8216022253036499, + "logits/rejected": -0.5611480474472046, + "logps/chosen": -4.342541217803955, + "logps/rejected": -4.886130332946777, + "loss": 0.0514, + "rewards/accuracies": 0.6937500238418579, + "rewards/chosen": -4.342541217803955, + "rewards/margins": 0.5435891151428223, + "rewards/rejected": -4.886130332946777, + "sft_loss": 4.013619899749756, + "step": 1925 + }, + { + "epoch": 1.0329486536210069, + "grad_norm": 0.5927348233728311, + "learning_rate": 8.289257983066582e-07, + "logits/chosen": -0.7210015058517456, + "logits/rejected": -0.5344971418380737, + "logps/chosen": -4.541009426116943, + "logps/rejected": -5.115367412567139, + "loss": 0.0521, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.541009426116943, + "rewards/margins": 0.5743576288223267, + "rewards/rejected": -5.115367412567139, + "sft_loss": 4.244875431060791, + "step": 1930 + }, + { + "epoch": 1.0356246864024083, + "grad_norm": 0.5215888392879336, + "learning_rate": 8.277512505366077e-07, + "logits/chosen": -0.7188865542411804, + "logits/rejected": -0.45655688643455505, + "logps/chosen": -4.600197792053223, + "logps/rejected": -5.111001014709473, + "loss": 0.0531, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.600197792053223, + "rewards/margins": 0.5108031034469604, + "rewards/rejected": -5.111001014709473, + "sft_loss": 4.36060905456543, + "step": 1935 + }, + { + "epoch": 1.03830071918381, + "grad_norm": 0.7020676703184485, + "learning_rate": 8.265735229224868e-07, + "logits/chosen": -0.5967748165130615, + "logits/rejected": -0.5061367154121399, + "logps/chosen": -4.4757161140441895, + "logps/rejected": -5.118129253387451, + "loss": 0.051, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -4.4757161140441895, + "rewards/margins": 0.6424133777618408, + "rewards/rejected": -5.118129253387451, + "sft_loss": 4.093837261199951, + "step": 1940 + }, + { + "epoch": 1.0409767519652116, + "grad_norm": 0.4171584848961562, + "learning_rate": 8.253926268906144e-07, + "logits/chosen": -0.6828538179397583, + "logits/rejected": -0.5208674073219299, + "logps/chosen": -4.653429985046387, + "logps/rejected": -5.346189498901367, + "loss": 0.052, + "rewards/accuracies": 0.6937500238418579, + "rewards/chosen": -4.653429985046387, + "rewards/margins": 0.6927592158317566, + "rewards/rejected": -5.346189498901367, + "sft_loss": 4.30237340927124, + "step": 1945 + }, + { + "epoch": 1.043652784746613, + "grad_norm": 0.3546205575640321, + "learning_rate": 8.242085738980487e-07, + "logits/chosen": -0.48705941438674927, + "logits/rejected": -0.22814413905143738, + "logps/chosen": -4.460116863250732, + "logps/rejected": -5.026163101196289, + "loss": 0.0524, + "rewards/accuracies": 0.7250000238418579, + "rewards/chosen": -4.460116863250732, + "rewards/margins": 0.5660470724105835, + "rewards/rejected": -5.026163101196289, + "sft_loss": 4.1621503829956055, + "step": 1950 + }, + { + "epoch": 1.0463288175280148, + "grad_norm": 0.48678173573302397, + "learning_rate": 8.230213754324772e-07, + "logits/chosen": -0.6345669031143188, + "logits/rejected": -0.5644513964653015, + "logps/chosen": -4.458856582641602, + "logps/rejected": -4.922835826873779, + "loss": 0.0533, + "rewards/accuracies": 0.65625, + "rewards/chosen": -4.458856582641602, + "rewards/margins": 0.4639790952205658, + "rewards/rejected": -4.922835826873779, + "sft_loss": 4.2498321533203125, + "step": 1955 + }, + { + "epoch": 1.0490048503094163, + "grad_norm": 0.3506005641509898, + "learning_rate": 8.218310430121045e-07, + "logits/chosen": -0.5607764720916748, + "logits/rejected": -0.5480314493179321, + "logps/chosen": -4.631636619567871, + "logps/rejected": -4.987282752990723, + "loss": 0.0532, + "rewards/accuracies": 0.612500011920929, + "rewards/chosen": -4.631636619567871, + "rewards/margins": 0.3556460738182068, + "rewards/rejected": -4.987282752990723, + "sft_loss": 4.387399673461914, + "step": 1960 + }, + { + "epoch": 1.051680883090818, + "grad_norm": 0.596663355978495, + "learning_rate": 8.20637588185541e-07, + "logits/chosen": -0.5426192879676819, + "logits/rejected": -0.4666765332221985, + "logps/chosen": -4.4706830978393555, + "logps/rejected": -5.0566205978393555, + "loss": 0.0519, + "rewards/accuracies": 0.6875, + "rewards/chosen": -4.4706830978393555, + "rewards/margins": 0.5859369039535522, + "rewards/rejected": -5.0566205978393555, + "sft_loss": 4.242679595947266, + "step": 1965 + }, + { + "epoch": 1.0543569158722195, + "grad_norm": 0.4693059687739037, + "learning_rate": 8.194410225316906e-07, + "logits/chosen": -0.5588054656982422, + "logits/rejected": -0.37931281328201294, + "logps/chosen": -4.505526065826416, + "logps/rejected": -5.0229082107543945, + "loss": 0.052, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -4.505526065826416, + "rewards/margins": 0.5173822641372681, + "rewards/rejected": -5.0229082107543945, + "sft_loss": 4.1600446701049805, + "step": 1970 + }, + { + "epoch": 1.057032948653621, + "grad_norm": 0.41002932138245163, + "learning_rate": 8.182413576596385e-07, + "logits/chosen": -0.3452656865119934, + "logits/rejected": -0.3023213744163513, + "logps/chosen": -4.485015869140625, + "logps/rejected": -5.055952548980713, + "loss": 0.0528, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.485015869140625, + "rewards/margins": 0.5709371566772461, + "rewards/rejected": -5.055952548980713, + "sft_loss": 4.246888637542725, + "step": 1975 + }, + { + "epoch": 1.0597089814350227, + "grad_norm": 0.378319037298122, + "learning_rate": 8.170386052085389e-07, + "logits/chosen": -0.4670163691043854, + "logits/rejected": -0.34650593996047974, + "logps/chosen": -4.661363124847412, + "logps/rejected": -5.084620952606201, + "loss": 0.0527, + "rewards/accuracies": 0.612500011920929, + "rewards/chosen": -4.661363124847412, + "rewards/margins": 0.4232582449913025, + "rewards/rejected": -5.084620952606201, + "sft_loss": 4.353013038635254, + "step": 1980 + }, + { + "epoch": 1.0623850142164242, + "grad_norm": 0.45885368018202954, + "learning_rate": 8.158327768475008e-07, + "logits/chosen": -0.582227349281311, + "logits/rejected": -0.4262891709804535, + "logps/chosen": -4.639840126037598, + "logps/rejected": -5.0006208419799805, + "loss": 0.0525, + "rewards/accuracies": 0.643750011920929, + "rewards/chosen": -4.639840126037598, + "rewards/margins": 0.36078134179115295, + "rewards/rejected": -5.0006208419799805, + "sft_loss": 4.249001979827881, + "step": 1985 + }, + { + "epoch": 1.0650610469978257, + "grad_norm": 0.44103614728408597, + "learning_rate": 8.146238842754767e-07, + "logits/chosen": -0.6692488193511963, + "logits/rejected": -0.5590274930000305, + "logps/chosen": -4.661190986633301, + "logps/rejected": -5.144232273101807, + "loss": 0.0531, + "rewards/accuracies": 0.643750011920929, + "rewards/chosen": -4.661190986633301, + "rewards/margins": 0.4830414652824402, + "rewards/rejected": -5.144232273101807, + "sft_loss": 4.309359073638916, + "step": 1990 + }, + { + "epoch": 1.0677370797792274, + "grad_norm": 0.6839720555757945, + "learning_rate": 8.134119392211476e-07, + "logits/chosen": -0.5654734969139099, + "logits/rejected": -0.3846448063850403, + "logps/chosen": -4.629153251647949, + "logps/rejected": -5.220393180847168, + "loss": 0.0523, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -4.629153251647949, + "rewards/margins": 0.5912397503852844, + "rewards/rejected": -5.220393180847168, + "sft_loss": 4.2791266441345215, + "step": 1995 + }, + { + "epoch": 1.0704131125606289, + "grad_norm": 0.33463115623057726, + "learning_rate": 8.121969534428094e-07, + "logits/chosen": -0.8162349462509155, + "logits/rejected": -0.6354729533195496, + "logps/chosen": -4.752208232879639, + "logps/rejected": -5.289694786071777, + "loss": 0.0533, + "rewards/accuracies": 0.668749988079071, + "rewards/chosen": -4.752208232879639, + "rewards/margins": 0.537487268447876, + "rewards/rejected": -5.289694786071777, + "sft_loss": 4.394679546356201, + "step": 2000 + }, + { + "epoch": 1.0704131125606289, + "eval_logits/chosen": -0.11113026738166809, + "eval_logits/rejected": -0.025689993053674698, + "eval_logps/chosen": -4.431623458862305, + "eval_logps/rejected": -4.957681179046631, + "eval_loss": 0.05090980976819992, + "eval_rewards/accuracies": 0.6483679413795471, + "eval_rewards/chosen": -4.431623458862305, + "eval_rewards/margins": 0.5260574221611023, + "eval_rewards/rejected": -4.957681179046631, + "eval_runtime": 43.8103, + "eval_samples_per_second": 30.701, + "eval_sft_loss": 3.9533112049102783, + "eval_steps_per_second": 7.692, + "step": 2000 + }, + { + "epoch": 1.0730891453420304, + "grad_norm": 0.5058588176420259, + "learning_rate": 8.109789387282599e-07, + "logits/chosen": -0.6308828592300415, + "logits/rejected": -0.6025933623313904, + "logps/chosen": -4.522896766662598, + "logps/rejected": -4.889641284942627, + "loss": 0.0533, + "rewards/accuracies": 0.625, + "rewards/chosen": -4.522896766662598, + "rewards/margins": 0.3667449951171875, + "rewards/rejected": -4.889641284942627, + "sft_loss": 4.171763896942139, + "step": 2005 + }, + { + "epoch": 1.075765178123432, + "grad_norm": 0.5743062543345286, + "learning_rate": 8.097579068946827e-07, + "logits/chosen": -0.742906391620636, + "logits/rejected": -0.6353303790092468, + "logps/chosen": -4.552280426025391, + "logps/rejected": -5.1396074295043945, + "loss": 0.0514, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -4.552280426025391, + "rewards/margins": 0.5873273611068726, + "rewards/rejected": -5.1396074295043945, + "sft_loss": 4.1930928230285645, + "step": 2010 + }, + { + "epoch": 1.0784412109048336, + "grad_norm": 0.5980063663594536, + "learning_rate": 8.085338697885344e-07, + "logits/chosen": -0.6874445080757141, + "logits/rejected": -0.5575221180915833, + "logps/chosen": -4.699803352355957, + "logps/rejected": -5.109753608703613, + "loss": 0.053, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -4.699803352355957, + "rewards/margins": 0.4099506735801697, + "rewards/rejected": -5.109753608703613, + "sft_loss": 4.357962131500244, + "step": 2015 + }, + { + "epoch": 1.081117243686235, + "grad_norm": 0.5994974306382295, + "learning_rate": 8.073068392854282e-07, + "logits/chosen": -0.8651019930839539, + "logits/rejected": -0.6130464673042297, + "logps/chosen": -4.371953010559082, + "logps/rejected": -4.994250297546387, + "loss": 0.0508, + "rewards/accuracies": 0.7437499761581421, + "rewards/chosen": -4.371953010559082, + "rewards/margins": 0.622296929359436, + "rewards/rejected": -4.994250297546387, + "sft_loss": 4.145905494689941, + "step": 2020 + }, + { + "epoch": 1.0837932764676368, + "grad_norm": 0.7043192940476449, + "learning_rate": 8.060768272900193e-07, + "logits/chosen": -0.5605143308639526, + "logits/rejected": -0.38041457533836365, + "logps/chosen": -4.351266860961914, + "logps/rejected": -4.961604595184326, + "loss": 0.0519, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.351266860961914, + "rewards/margins": 0.6103374361991882, + "rewards/rejected": -4.961604595184326, + "sft_loss": 4.081421852111816, + "step": 2025 + }, + { + "epoch": 1.0864693092490383, + "grad_norm": 0.3620270131811262, + "learning_rate": 8.0484384573589e-07, + "logits/chosen": -0.5562458038330078, + "logits/rejected": -0.5688826441764832, + "logps/chosen": -4.398291110992432, + "logps/rejected": -4.868541717529297, + "loss": 0.0531, + "rewards/accuracies": 0.625, + "rewards/chosen": -4.398291110992432, + "rewards/margins": 0.4702511727809906, + "rewards/rejected": -4.868541717529297, + "sft_loss": 4.141671180725098, + "step": 2030 + }, + { + "epoch": 1.0891453420304398, + "grad_norm": 0.43748978323171417, + "learning_rate": 8.03607906585432e-07, + "logits/chosen": -0.5927788019180298, + "logits/rejected": -0.4347759783267975, + "logps/chosen": -4.721604347229004, + "logps/rejected": -5.251805305480957, + "loss": 0.0527, + "rewards/accuracies": 0.6875, + "rewards/chosen": -4.721604347229004, + "rewards/margins": 0.53020179271698, + "rewards/rejected": -5.251805305480957, + "sft_loss": 4.432992935180664, + "step": 2035 + }, + { + "epoch": 1.0918213748118415, + "grad_norm": 0.47166444822286063, + "learning_rate": 8.023690218297329e-07, + "logits/chosen": -0.5683757066726685, + "logits/rejected": -0.5649135708808899, + "logps/chosen": -4.666032314300537, + "logps/rejected": -5.096746921539307, + "loss": 0.0519, + "rewards/accuracies": 0.6187499761581421, + "rewards/chosen": -4.666032314300537, + "rewards/margins": 0.4307146668434143, + "rewards/rejected": -5.096746921539307, + "sft_loss": 4.308411598205566, + "step": 2040 + }, + { + "epoch": 1.094497407593243, + "grad_norm": 1.2425475829574255, + "learning_rate": 8.01127203488458e-07, + "logits/chosen": -0.49305790662765503, + "logits/rejected": -0.4600808024406433, + "logps/chosen": -4.512884616851807, + "logps/rejected": -5.031808376312256, + "loss": 0.0535, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -4.512884616851807, + "rewards/margins": 0.5189234614372253, + "rewards/rejected": -5.031808376312256, + "sft_loss": 4.13416862487793, + "step": 2045 + }, + { + "epoch": 1.0971734403746445, + "grad_norm": 0.4847523769952426, + "learning_rate": 7.998824636097339e-07, + "logits/chosen": -0.6031547784805298, + "logits/rejected": -0.4596533179283142, + "logps/chosen": -4.451432228088379, + "logps/rejected": -4.968292713165283, + "loss": 0.0537, + "rewards/accuracies": 0.668749988079071, + "rewards/chosen": -4.451432228088379, + "rewards/margins": 0.5168604254722595, + "rewards/rejected": -4.968292713165283, + "sft_loss": 4.238602638244629, + "step": 2050 + }, + { + "epoch": 1.0998494731560462, + "grad_norm": 0.5885884487554622, + "learning_rate": 7.986348142700328e-07, + "logits/chosen": -0.7163101434707642, + "logits/rejected": -0.5847815275192261, + "logps/chosen": -4.645443916320801, + "logps/rejected": -5.1462788581848145, + "loss": 0.053, + "rewards/accuracies": 0.731249988079071, + "rewards/chosen": -4.645443916320801, + "rewards/margins": 0.5008349418640137, + "rewards/rejected": -5.1462788581848145, + "sft_loss": 4.428071022033691, + "step": 2055 + }, + { + "epoch": 1.1025255059374477, + "grad_norm": 0.35783765779838983, + "learning_rate": 7.973842675740539e-07, + "logits/chosen": -0.6504713296890259, + "logits/rejected": -0.6073805689811707, + "logps/chosen": -4.593170166015625, + "logps/rejected": -5.16645622253418, + "loss": 0.0516, + "rewards/accuracies": 0.706250011920929, + "rewards/chosen": -4.593170166015625, + "rewards/margins": 0.5732863545417786, + "rewards/rejected": -5.16645622253418, + "sft_loss": 4.3151750564575195, + "step": 2060 + }, + { + "epoch": 1.1052015387188494, + "grad_norm": 0.5921086419726374, + "learning_rate": 7.961308356546066e-07, + "logits/chosen": -0.7081059217453003, + "logits/rejected": -0.5758619904518127, + "logps/chosen": -4.213842868804932, + "logps/rejected": -4.782872200012207, + "loss": 0.0518, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.213842868804932, + "rewards/margins": 0.569028913974762, + "rewards/rejected": -4.782872200012207, + "sft_loss": 3.9818127155303955, + "step": 2065 + }, + { + "epoch": 1.107877571500251, + "grad_norm": 0.4200367833057126, + "learning_rate": 7.948745306724931e-07, + "logits/chosen": -0.6793488264083862, + "logits/rejected": -0.5395691990852356, + "logps/chosen": -4.421175479888916, + "logps/rejected": -5.0171284675598145, + "loss": 0.051, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.421175479888916, + "rewards/margins": 0.5959528088569641, + "rewards/rejected": -5.0171284675598145, + "sft_loss": 4.115272045135498, + "step": 2070 + }, + { + "epoch": 1.1105536042816524, + "grad_norm": 0.4506521379869919, + "learning_rate": 7.936153648163897e-07, + "logits/chosen": -0.78980952501297, + "logits/rejected": -0.6935015916824341, + "logps/chosen": -4.609810829162598, + "logps/rejected": -5.01607608795166, + "loss": 0.0529, + "rewards/accuracies": 0.6187499761581421, + "rewards/chosen": -4.609810829162598, + "rewards/margins": 0.40626534819602966, + "rewards/rejected": -5.01607608795166, + "sft_loss": 4.334246635437012, + "step": 2075 + }, + { + "epoch": 1.1132296370630541, + "grad_norm": 0.38637977769852344, + "learning_rate": 7.92353350302729e-07, + "logits/chosen": -0.7808972001075745, + "logits/rejected": -0.6138529777526855, + "logps/chosen": -4.381281852722168, + "logps/rejected": -4.917135715484619, + "loss": 0.0525, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -4.381281852722168, + "rewards/margins": 0.5358539819717407, + "rewards/rejected": -4.917135715484619, + "sft_loss": 4.087695121765137, + "step": 2080 + }, + { + "epoch": 1.1159056698444556, + "grad_norm": 0.6129264862444803, + "learning_rate": 7.910884993755816e-07, + "logits/chosen": -0.7120209336280823, + "logits/rejected": -0.647143542766571, + "logps/chosen": -4.497712135314941, + "logps/rejected": -5.308043003082275, + "loss": 0.0514, + "rewards/accuracies": 0.7749999761581421, + "rewards/chosen": -4.497712135314941, + "rewards/margins": 0.8103300333023071, + "rewards/rejected": -5.308043003082275, + "sft_loss": 4.245053291320801, + "step": 2085 + }, + { + "epoch": 1.118581702625857, + "grad_norm": 0.9472551023205663, + "learning_rate": 7.898208243065367e-07, + "logits/chosen": -0.6690019369125366, + "logits/rejected": -0.7030475735664368, + "logps/chosen": -4.6517486572265625, + "logps/rejected": -5.016876697540283, + "loss": 0.053, + "rewards/accuracies": 0.6187499761581421, + "rewards/chosen": -4.6517486572265625, + "rewards/margins": 0.36512771248817444, + "rewards/rejected": -5.016876697540283, + "sft_loss": 4.246583938598633, + "step": 2090 + }, + { + "epoch": 1.1212577354072588, + "grad_norm": 0.4164060497069248, + "learning_rate": 7.88550337394583e-07, + "logits/chosen": -0.8282628059387207, + "logits/rejected": -0.6851271390914917, + "logps/chosen": -4.366282939910889, + "logps/rejected": -4.938212871551514, + "loss": 0.052, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -4.366282939910889, + "rewards/margins": 0.5719300508499146, + "rewards/rejected": -4.938212871551514, + "sft_loss": 4.170043468475342, + "step": 2095 + }, + { + "epoch": 1.1239337681886603, + "grad_norm": 0.44100357427268927, + "learning_rate": 7.872770509659905e-07, + "logits/chosen": -0.582910418510437, + "logits/rejected": -0.5721174478530884, + "logps/chosen": -4.609631061553955, + "logps/rejected": -5.009383201599121, + "loss": 0.0521, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -4.609631061553955, + "rewards/margins": 0.39975276589393616, + "rewards/rejected": -5.009383201599121, + "sft_loss": 4.247095584869385, + "step": 2100 + }, + { + "epoch": 1.1266098009700618, + "grad_norm": 0.46519432301850133, + "learning_rate": 7.860009773741896e-07, + "logits/chosen": -0.5506517291069031, + "logits/rejected": -0.3862597644329071, + "logps/chosen": -4.553868770599365, + "logps/rejected": -5.183063983917236, + "loss": 0.0519, + "rewards/accuracies": 0.6875, + "rewards/chosen": -4.553868770599365, + "rewards/margins": 0.6291950941085815, + "rewards/rejected": -5.183063983917236, + "sft_loss": 4.281840801239014, + "step": 2105 + }, + { + "epoch": 1.1292858337514635, + "grad_norm": 0.4942654454653144, + "learning_rate": 7.84722128999652e-07, + "logits/chosen": -0.5422680974006653, + "logits/rejected": -0.41944044828414917, + "logps/chosen": -4.61797571182251, + "logps/rejected": -5.248989105224609, + "loss": 0.0533, + "rewards/accuracies": 0.6187499761581421, + "rewards/chosen": -4.61797571182251, + "rewards/margins": 0.6310136914253235, + "rewards/rejected": -5.248989105224609, + "sft_loss": 4.303167343139648, + "step": 2110 + }, + { + "epoch": 1.131961866532865, + "grad_norm": 0.8090209327976161, + "learning_rate": 7.834405182497699e-07, + "logits/chosen": -0.4767027795314789, + "logits/rejected": -0.46281296014785767, + "logps/chosen": -4.557481288909912, + "logps/rejected": -5.096904754638672, + "loss": 0.0529, + "rewards/accuracies": 0.637499988079071, + "rewards/chosen": -4.557481288909912, + "rewards/margins": 0.5394233465194702, + "rewards/rejected": -5.096904754638672, + "sft_loss": 4.297233581542969, + "step": 2115 + }, + { + "epoch": 1.1346378993142665, + "grad_norm": 0.42648107064600993, + "learning_rate": 7.821561575587368e-07, + "logits/chosen": -0.648400068283081, + "logits/rejected": -0.6427134275436401, + "logps/chosen": -4.454525947570801, + "logps/rejected": -4.900279521942139, + "loss": 0.0535, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.454525947570801, + "rewards/margins": 0.4457532465457916, + "rewards/rejected": -4.900279521942139, + "sft_loss": 4.263405799865723, + "step": 2120 + }, + { + "epoch": 1.1373139320956682, + "grad_norm": 0.38934184489413604, + "learning_rate": 7.808690593874254e-07, + "logits/chosen": -0.7590117454528809, + "logits/rejected": -0.666256844997406, + "logps/chosen": -4.5700836181640625, + "logps/rejected": -5.170238494873047, + "loss": 0.0536, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.5700836181640625, + "rewards/margins": 0.6001549363136292, + "rewards/rejected": -5.170238494873047, + "sft_loss": 4.343713283538818, + "step": 2125 + }, + { + "epoch": 1.1399899648770697, + "grad_norm": 0.5519627541956967, + "learning_rate": 7.79579236223268e-07, + "logits/chosen": -0.5651447772979736, + "logits/rejected": -0.30045801401138306, + "logps/chosen": -4.452510833740234, + "logps/rejected": -5.143182277679443, + "loss": 0.05, + "rewards/accuracies": 0.737500011920929, + "rewards/chosen": -4.452510833740234, + "rewards/margins": 0.6906719207763672, + "rewards/rejected": -5.143182277679443, + "sft_loss": 4.1111884117126465, + "step": 2130 + }, + { + "epoch": 1.1426659976584714, + "grad_norm": 0.5613782212929518, + "learning_rate": 7.782867005801346e-07, + "logits/chosen": -0.6042733192443848, + "logits/rejected": -0.3875576853752136, + "logps/chosen": -4.237351417541504, + "logps/rejected": -4.909454345703125, + "loss": 0.0525, + "rewards/accuracies": 0.7250000238418579, + "rewards/chosen": -4.237351417541504, + "rewards/margins": 0.6721026301383972, + "rewards/rejected": -4.909454345703125, + "sft_loss": 4.003586292266846, + "step": 2135 + }, + { + "epoch": 1.145342030439873, + "grad_norm": 0.5813948989883637, + "learning_rate": 7.769914649982117e-07, + "logits/chosen": -0.6354474425315857, + "logits/rejected": -0.4989188313484192, + "logps/chosen": -4.546786785125732, + "logps/rejected": -5.131110191345215, + "loss": 0.0516, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.546786785125732, + "rewards/margins": 0.5843238830566406, + "rewards/rejected": -5.131110191345215, + "sft_loss": 4.286316394805908, + "step": 2140 + }, + { + "epoch": 1.1480180632212744, + "grad_norm": 0.6806839299359042, + "learning_rate": 7.756935420438803e-07, + "logits/chosen": -0.568804144859314, + "logits/rejected": -0.5142095685005188, + "logps/chosen": -4.532443046569824, + "logps/rejected": -5.189213752746582, + "loss": 0.0506, + "rewards/accuracies": 0.65625, + "rewards/chosen": -4.532443046569824, + "rewards/margins": 0.6567710041999817, + "rewards/rejected": -5.189213752746582, + "sft_loss": 4.172651767730713, + "step": 2145 + }, + { + "epoch": 1.1506940960026761, + "grad_norm": 0.7857281039646198, + "learning_rate": 7.743929443095951e-07, + "logits/chosen": -0.5835979580879211, + "logits/rejected": -0.5579145550727844, + "logps/chosen": -4.318539619445801, + "logps/rejected": -4.9528326988220215, + "loss": 0.053, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -4.318539619445801, + "rewards/margins": 0.6342941522598267, + "rewards/rejected": -4.9528326988220215, + "sft_loss": 4.007269382476807, + "step": 2150 + }, + { + "epoch": 1.1533701287840776, + "grad_norm": 0.7275614780443926, + "learning_rate": 7.730896844137609e-07, + "logits/chosen": -0.6391198635101318, + "logits/rejected": -0.549577534198761, + "logps/chosen": -4.828595161437988, + "logps/rejected": -5.2178263664245605, + "loss": 0.0535, + "rewards/accuracies": 0.606249988079071, + "rewards/chosen": -4.828595161437988, + "rewards/margins": 0.38923168182373047, + "rewards/rejected": -5.2178263664245605, + "sft_loss": 4.5139970779418945, + "step": 2155 + }, + { + "epoch": 1.1560461615654791, + "grad_norm": 0.4940992460164979, + "learning_rate": 7.717837750006106e-07, + "logits/chosen": -0.6821721792221069, + "logits/rejected": -0.6354080438613892, + "logps/chosen": -4.713136672973633, + "logps/rejected": -5.284125328063965, + "loss": 0.0524, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.713136672973633, + "rewards/margins": 0.5709878206253052, + "rewards/rejected": -5.284125328063965, + "sft_loss": 4.511738300323486, + "step": 2160 + }, + { + "epoch": 1.1587221943468808, + "grad_norm": 0.7421895395176694, + "learning_rate": 7.704752287400832e-07, + "logits/chosen": -0.6947080492973328, + "logits/rejected": -0.48819500207901, + "logps/chosen": -4.358445167541504, + "logps/rejected": -4.839158535003662, + "loss": 0.0529, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.358445167541504, + "rewards/margins": 0.48071417212486267, + "rewards/rejected": -4.839158535003662, + "sft_loss": 4.1708197593688965, + "step": 2165 + }, + { + "epoch": 1.1613982271282823, + "grad_norm": 0.44878522274791, + "learning_rate": 7.691640583277004e-07, + "logits/chosen": -0.6316672563552856, + "logits/rejected": -0.4783342480659485, + "logps/chosen": -4.266995906829834, + "logps/rejected": -4.869975566864014, + "loss": 0.0514, + "rewards/accuracies": 0.706250011920929, + "rewards/chosen": -4.266995906829834, + "rewards/margins": 0.6029794812202454, + "rewards/rejected": -4.869975566864014, + "sft_loss": 3.9994354248046875, + "step": 2170 + }, + { + "epoch": 1.1640742599096838, + "grad_norm": 0.548935259573157, + "learning_rate": 7.678502764844433e-07, + "logits/chosen": -0.7553048133850098, + "logits/rejected": -0.49919694662094116, + "logps/chosen": -4.464298248291016, + "logps/rejected": -4.863472938537598, + "loss": 0.0526, + "rewards/accuracies": 0.606249988079071, + "rewards/chosen": -4.464298248291016, + "rewards/margins": 0.3991743326187134, + "rewards/rejected": -4.863472938537598, + "sft_loss": 4.170223236083984, + "step": 2175 + }, + { + "epoch": 1.1667502926910855, + "grad_norm": 0.4851729321288679, + "learning_rate": 7.665338959566288e-07, + "logits/chosen": -0.7407499551773071, + "logits/rejected": -0.6942411661148071, + "logps/chosen": -4.578423023223877, + "logps/rejected": -5.188458442687988, + "loss": 0.0509, + "rewards/accuracies": 0.71875, + "rewards/chosen": -4.578423023223877, + "rewards/margins": 0.61003577709198, + "rewards/rejected": -5.188458442687988, + "sft_loss": 4.262111186981201, + "step": 2180 + }, + { + "epoch": 1.169426325472487, + "grad_norm": 0.6447142613386584, + "learning_rate": 7.652149295157868e-07, + "logits/chosen": -0.6532949209213257, + "logits/rejected": -0.4770034849643707, + "logps/chosen": -4.581149578094482, + "logps/rejected": -4.976588249206543, + "loss": 0.0526, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -4.581149578094482, + "rewards/margins": 0.3954388201236725, + "rewards/rejected": -4.976588249206543, + "sft_loss": 4.257651329040527, + "step": 2185 + }, + { + "epoch": 1.1721023582538885, + "grad_norm": 0.6132451344551202, + "learning_rate": 7.638933899585354e-07, + "logits/chosen": -0.4752999246120453, + "logits/rejected": -0.5158058404922485, + "logps/chosen": -4.38538932800293, + "logps/rejected": -5.0396928787231445, + "loss": 0.0514, + "rewards/accuracies": 0.6875, + "rewards/chosen": -4.38538932800293, + "rewards/margins": 0.6543041467666626, + "rewards/rejected": -5.0396928787231445, + "sft_loss": 4.061063289642334, + "step": 2190 + }, + { + "epoch": 1.1747783910352902, + "grad_norm": 0.7387059160839864, + "learning_rate": 7.625692901064573e-07, + "logits/chosen": -0.6472002267837524, + "logits/rejected": -0.5495957136154175, + "logps/chosen": -4.54372501373291, + "logps/rejected": -5.037572860717773, + "loss": 0.055, + "rewards/accuracies": 0.581250011920929, + "rewards/chosen": -4.54372501373291, + "rewards/margins": 0.4938478469848633, + "rewards/rejected": -5.037572860717773, + "sft_loss": 4.294220447540283, + "step": 2195 + }, + { + "epoch": 1.1774544238166917, + "grad_norm": 0.5059293471702357, + "learning_rate": 7.61242642805975e-07, + "logits/chosen": -0.72947758436203, + "logits/rejected": -0.7847334742546082, + "logps/chosen": -4.876827716827393, + "logps/rejected": -5.208680152893066, + "loss": 0.0538, + "rewards/accuracies": 0.6187499761581421, + "rewards/chosen": -4.876827716827393, + "rewards/margins": 0.3318529427051544, + "rewards/rejected": -5.208680152893066, + "sft_loss": 4.526150703430176, + "step": 2200 + }, + { + "epoch": 1.1801304565980932, + "grad_norm": 0.38361611712787774, + "learning_rate": 7.599134609282266e-07, + "logits/chosen": -0.7986024618148804, + "logits/rejected": -0.5711261034011841, + "logps/chosen": -4.482367515563965, + "logps/rejected": -5.0834221839904785, + "loss": 0.0522, + "rewards/accuracies": 0.6875, + "rewards/chosen": -4.482367515563965, + "rewards/margins": 0.6010543704032898, + "rewards/rejected": -5.0834221839904785, + "sft_loss": 4.313359260559082, + "step": 2205 + }, + { + "epoch": 1.182806489379495, + "grad_norm": 0.5286962744432987, + "learning_rate": 7.585817573689402e-07, + "logits/chosen": -0.6769399642944336, + "logits/rejected": -0.5752993822097778, + "logps/chosen": -4.282863140106201, + "logps/rejected": -4.965208530426025, + "loss": 0.0513, + "rewards/accuracies": 0.7562500238418579, + "rewards/chosen": -4.282863140106201, + "rewards/margins": 0.6823452711105347, + "rewards/rejected": -4.965208530426025, + "sft_loss": 4.119072914123535, + "step": 2210 + }, + { + "epoch": 1.1854825221608964, + "grad_norm": 0.5139603924787693, + "learning_rate": 7.572475450483098e-07, + "logits/chosen": -0.5727382898330688, + "logits/rejected": -0.4771631360054016, + "logps/chosen": -4.298099517822266, + "logps/rejected": -4.936698913574219, + "loss": 0.0515, + "rewards/accuracies": 0.706250011920929, + "rewards/chosen": -4.298099517822266, + "rewards/margins": 0.638599693775177, + "rewards/rejected": -4.936698913574219, + "sft_loss": 4.037377834320068, + "step": 2215 + }, + { + "epoch": 1.188158554942298, + "grad_norm": 0.5154609146458041, + "learning_rate": 7.559108369108689e-07, + "logits/chosen": -0.5601507425308228, + "logits/rejected": -0.445406049489975, + "logps/chosen": -4.282214164733887, + "logps/rejected": -4.886294364929199, + "loss": 0.0528, + "rewards/accuracies": 0.7250000238418579, + "rewards/chosen": -4.282214164733887, + "rewards/margins": 0.6040805578231812, + "rewards/rejected": -4.886294364929199, + "sft_loss": 4.023911476135254, + "step": 2220 + }, + { + "epoch": 1.1908345877236997, + "grad_norm": 0.5711027835530442, + "learning_rate": 7.54571645925366e-07, + "logits/chosen": -0.605337917804718, + "logits/rejected": -0.3317146897315979, + "logps/chosen": -4.7101922035217285, + "logps/rejected": -5.524775505065918, + "loss": 0.0519, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.7101922035217285, + "rewards/margins": 0.8145831823348999, + "rewards/rejected": -5.524775505065918, + "sft_loss": 4.352533340454102, + "step": 2225 + }, + { + "epoch": 1.1935106205051011, + "grad_norm": 0.6611235187630187, + "learning_rate": 7.532299850846378e-07, + "logits/chosen": -0.5842553377151489, + "logits/rejected": -0.38650670647621155, + "logps/chosen": -4.717400550842285, + "logps/rejected": -5.565418243408203, + "loss": 0.0519, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.717400550842285, + "rewards/margins": 0.8480178713798523, + "rewards/rejected": -5.565418243408203, + "sft_loss": 4.386633396148682, + "step": 2230 + }, + { + "epoch": 1.1961866532865026, + "grad_norm": 0.6642588343412641, + "learning_rate": 7.518858674054838e-07, + "logits/chosen": -0.546658992767334, + "logits/rejected": -0.3431429862976074, + "logps/chosen": -4.502182483673096, + "logps/rejected": -5.018511772155762, + "loss": 0.0524, + "rewards/accuracies": 0.65625, + "rewards/chosen": -4.502182483673096, + "rewards/margins": 0.5163294076919556, + "rewards/rejected": -5.018511772155762, + "sft_loss": 4.152172088623047, + "step": 2235 + }, + { + "epoch": 1.1988626860679044, + "grad_norm": 0.4519687145218764, + "learning_rate": 7.505393059285394e-07, + "logits/chosen": -0.6633430123329163, + "logits/rejected": -0.4812769889831543, + "logps/chosen": -4.417510032653809, + "logps/rejected": -4.820703506469727, + "loss": 0.0529, + "rewards/accuracies": 0.668749988079071, + "rewards/chosen": -4.417510032653809, + "rewards/margins": 0.40319404006004333, + "rewards/rejected": -4.820703506469727, + "sft_loss": 4.104281902313232, + "step": 2240 + }, + { + "epoch": 1.2015387188493059, + "grad_norm": 0.4856591123771306, + "learning_rate": 7.491903137181501e-07, + "logits/chosen": -0.626348078250885, + "logits/rejected": -0.6236867904663086, + "logps/chosen": -4.471949100494385, + "logps/rejected": -4.941003322601318, + "loss": 0.0529, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -4.471949100494385, + "rewards/margins": 0.46905431151390076, + "rewards/rejected": -4.941003322601318, + "sft_loss": 4.249975681304932, + "step": 2245 + }, + { + "epoch": 1.2042147516307076, + "grad_norm": 0.5777401710820074, + "learning_rate": 7.478389038622441e-07, + "logits/chosen": -0.5622078776359558, + "logits/rejected": -0.5374001264572144, + "logps/chosen": -4.538549900054932, + "logps/rejected": -5.063116550445557, + "loss": 0.0521, + "rewards/accuracies": 0.643750011920929, + "rewards/chosen": -4.538549900054932, + "rewards/margins": 0.5245659947395325, + "rewards/rejected": -5.063116550445557, + "sft_loss": 4.267182350158691, + "step": 2250 + }, + { + "epoch": 1.206890784412109, + "grad_norm": 0.7421281314697232, + "learning_rate": 7.46485089472206e-07, + "logits/chosen": -0.6193834543228149, + "logits/rejected": -0.5974622368812561, + "logps/chosen": -4.5142621994018555, + "logps/rejected": -4.9804887771606445, + "loss": 0.0535, + "rewards/accuracies": 0.65625, + "rewards/chosen": -4.5142621994018555, + "rewards/margins": 0.46622681617736816, + "rewards/rejected": -4.9804887771606445, + "sft_loss": 4.24161434173584, + "step": 2255 + }, + { + "epoch": 1.2095668171935106, + "grad_norm": 0.4926243336718459, + "learning_rate": 7.451288836827487e-07, + "logits/chosen": -0.5476628541946411, + "logits/rejected": -0.5884389877319336, + "logps/chosen": -4.725428581237793, + "logps/rejected": -5.089140892028809, + "loss": 0.0531, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -4.725428581237793, + "rewards/margins": 0.36371201276779175, + "rewards/rejected": -5.089140892028809, + "sft_loss": 4.442521572113037, + "step": 2260 + }, + { + "epoch": 1.2122428499749123, + "grad_norm": 0.6415635469256901, + "learning_rate": 7.437702996517869e-07, + "logits/chosen": -0.5639731884002686, + "logits/rejected": -0.4645105004310608, + "logps/chosen": -4.587918758392334, + "logps/rejected": -5.001802921295166, + "loss": 0.0525, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -4.587918758392334, + "rewards/margins": 0.4138834476470947, + "rewards/rejected": -5.001802921295166, + "sft_loss": 4.319118976593018, + "step": 2265 + }, + { + "epoch": 1.2149188827563138, + "grad_norm": 0.4712570754741204, + "learning_rate": 7.424093505603087e-07, + "logits/chosen": -0.6785644888877869, + "logits/rejected": -0.4742724299430847, + "logps/chosen": -4.364579200744629, + "logps/rejected": -4.939398765563965, + "loss": 0.0509, + "rewards/accuracies": 0.7250000238418579, + "rewards/chosen": -4.364579200744629, + "rewards/margins": 0.5748197436332703, + "rewards/rejected": -4.939398765563965, + "sft_loss": 4.10079288482666, + "step": 2270 + }, + { + "epoch": 1.2175949155377153, + "grad_norm": 0.5846752602767853, + "learning_rate": 7.410460496122482e-07, + "logits/chosen": -0.5660977363586426, + "logits/rejected": -0.42410382628440857, + "logps/chosen": -4.356973648071289, + "logps/rejected": -5.0322394371032715, + "loss": 0.0506, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.356973648071289, + "rewards/margins": 0.6752651333808899, + "rewards/rejected": -5.0322394371032715, + "sft_loss": 3.96946382522583, + "step": 2275 + }, + { + "epoch": 1.220270948319117, + "grad_norm": 0.5951245481805585, + "learning_rate": 7.396804100343572e-07, + "logits/chosen": -0.6611990928649902, + "logits/rejected": -0.46632593870162964, + "logps/chosen": -4.34031343460083, + "logps/rejected": -4.975114822387695, + "loss": 0.0504, + "rewards/accuracies": 0.6875, + "rewards/chosen": -4.34031343460083, + "rewards/margins": 0.6348011493682861, + "rewards/rejected": -4.975114822387695, + "sft_loss": 3.9688549041748047, + "step": 2280 + }, + { + "epoch": 1.2229469811005185, + "grad_norm": 0.45475296718893476, + "learning_rate": 7.383124450760768e-07, + "logits/chosen": -0.6614982485771179, + "logits/rejected": -0.4856722354888916, + "logps/chosen": -4.491690635681152, + "logps/rejected": -5.2794342041015625, + "loss": 0.0509, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -4.491690635681152, + "rewards/margins": 0.7877441644668579, + "rewards/rejected": -5.2794342041015625, + "sft_loss": 4.181609153747559, + "step": 2285 + }, + { + "epoch": 1.22562301388192, + "grad_norm": 0.6018584647524708, + "learning_rate": 7.369421680094091e-07, + "logits/chosen": -0.8093674778938293, + "logits/rejected": -0.6580020189285278, + "logps/chosen": -4.6645588874816895, + "logps/rejected": -5.214623928070068, + "loss": 0.0522, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -4.6645588874816895, + "rewards/margins": 0.5500649213790894, + "rewards/rejected": -5.214623928070068, + "sft_loss": 4.357946872711182, + "step": 2290 + }, + { + "epoch": 1.2282990466633217, + "grad_norm": 0.8161047546333619, + "learning_rate": 7.355695921287881e-07, + "logits/chosen": -0.7041813135147095, + "logits/rejected": -0.6303861141204834, + "logps/chosen": -4.555066108703613, + "logps/rejected": -5.077036380767822, + "loss": 0.053, + "rewards/accuracies": 0.65625, + "rewards/chosen": -4.555066108703613, + "rewards/margins": 0.5219703912734985, + "rewards/rejected": -5.077036380767822, + "sft_loss": 4.199130058288574, + "step": 2295 + }, + { + "epoch": 1.2309750794447232, + "grad_norm": 0.43306078189188285, + "learning_rate": 7.341947307509513e-07, + "logits/chosen": -0.6474259495735168, + "logits/rejected": -0.5673624873161316, + "logps/chosen": -4.532158851623535, + "logps/rejected": -5.043374061584473, + "loss": 0.0517, + "rewards/accuracies": 0.6937500238418579, + "rewards/chosen": -4.532158851623535, + "rewards/margins": 0.5112149119377136, + "rewards/rejected": -5.043374061584473, + "sft_loss": 4.234317302703857, + "step": 2300 + }, + { + "epoch": 1.233651112226125, + "grad_norm": 0.4728830918294627, + "learning_rate": 7.328175972148094e-07, + "logits/chosen": -0.7278068661689758, + "logits/rejected": -0.6084392666816711, + "logps/chosen": -4.6190505027771, + "logps/rejected": -5.242172718048096, + "loss": 0.0526, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -4.6190505027771, + "rewards/margins": 0.6231220364570618, + "rewards/rejected": -5.242172718048096, + "sft_loss": 4.327923774719238, + "step": 2305 + }, + { + "epoch": 1.2363271450075264, + "grad_norm": 0.7656650013875022, + "learning_rate": 7.314382048813185e-07, + "logits/chosen": -0.7033382654190063, + "logits/rejected": -0.4409807324409485, + "logps/chosen": -4.301620960235596, + "logps/rejected": -5.104963302612305, + "loss": 0.05, + "rewards/accuracies": 0.762499988079071, + "rewards/chosen": -4.301620960235596, + "rewards/margins": 0.8033429384231567, + "rewards/rejected": -5.104963302612305, + "sft_loss": 4.030623435974121, + "step": 2310 + }, + { + "epoch": 1.2390031777889279, + "grad_norm": 0.7429383315365543, + "learning_rate": 7.300565671333486e-07, + "logits/chosen": -0.7581867575645447, + "logits/rejected": -0.5539118051528931, + "logps/chosen": -4.46927547454834, + "logps/rejected": -5.120739936828613, + "loss": 0.051, + "rewards/accuracies": 0.706250011920929, + "rewards/chosen": -4.46927547454834, + "rewards/margins": 0.6514642834663391, + "rewards/rejected": -5.120739936828613, + "sft_loss": 4.156338691711426, + "step": 2315 + }, + { + "epoch": 1.2416792105703296, + "grad_norm": 0.32278258162480566, + "learning_rate": 7.286726973755554e-07, + "logits/chosen": -0.5927146077156067, + "logits/rejected": -0.5882304906845093, + "logps/chosen": -4.348783016204834, + "logps/rejected": -4.928504943847656, + "loss": 0.0518, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.348783016204834, + "rewards/margins": 0.5797222852706909, + "rewards/rejected": -4.928504943847656, + "sft_loss": 3.991481065750122, + "step": 2320 + }, + { + "epoch": 1.244355243351731, + "grad_norm": 0.511211768593372, + "learning_rate": 7.272866090342493e-07, + "logits/chosen": -0.47499561309814453, + "logits/rejected": -0.4513750672340393, + "logps/chosen": -4.4810991287231445, + "logps/rejected": -5.18906307220459, + "loss": 0.0507, + "rewards/accuracies": 0.7250000238418579, + "rewards/chosen": -4.4810991287231445, + "rewards/margins": 0.7079639434814453, + "rewards/rejected": -5.18906307220459, + "sft_loss": 4.083864212036133, + "step": 2325 + }, + { + "epoch": 1.2470312761331326, + "grad_norm": 0.6003732079575774, + "learning_rate": 7.258983155572656e-07, + "logits/chosen": -0.6991143822669983, + "logits/rejected": -0.634955108165741, + "logps/chosen": -4.761792182922363, + "logps/rejected": -5.33829402923584, + "loss": 0.052, + "rewards/accuracies": 0.637499988079071, + "rewards/chosen": -4.761792182922363, + "rewards/margins": 0.5765026807785034, + "rewards/rejected": -5.33829402923584, + "sft_loss": 4.341994285583496, + "step": 2330 + }, + { + "epoch": 1.2497073089145343, + "grad_norm": 0.9922752441546293, + "learning_rate": 7.245078304138335e-07, + "logits/chosen": -0.6240192651748657, + "logits/rejected": -0.5747882127761841, + "logps/chosen": -4.513253211975098, + "logps/rejected": -5.224671363830566, + "loss": 0.0522, + "rewards/accuracies": 0.6875, + "rewards/chosen": -4.513253211975098, + "rewards/margins": 0.7114177942276001, + "rewards/rejected": -5.224671363830566, + "sft_loss": 4.258262634277344, + "step": 2335 + }, + { + "epoch": 1.2523833416959358, + "grad_norm": 0.37104576148005725, + "learning_rate": 7.231151670944462e-07, + "logits/chosen": -0.8994210362434387, + "logits/rejected": -0.6443474888801575, + "logps/chosen": -4.498259544372559, + "logps/rejected": -5.11997127532959, + "loss": 0.0521, + "rewards/accuracies": 0.706250011920929, + "rewards/chosen": -4.498259544372559, + "rewards/margins": 0.6217113733291626, + "rewards/rejected": -5.11997127532959, + "sft_loss": 4.2076215744018555, + "step": 2340 + }, + { + "epoch": 1.2550593744773373, + "grad_norm": 0.4405812382355525, + "learning_rate": 7.217203391107291e-07, + "logits/chosen": -0.8214927911758423, + "logits/rejected": -0.6504918932914734, + "logps/chosen": -4.451966285705566, + "logps/rejected": -5.12908935546875, + "loss": 0.0518, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -4.451966285705566, + "rewards/margins": 0.6771237254142761, + "rewards/rejected": -5.12908935546875, + "sft_loss": 4.1210761070251465, + "step": 2345 + }, + { + "epoch": 1.257735407258739, + "grad_norm": 0.691705223908103, + "learning_rate": 7.203233599953096e-07, + "logits/chosen": -0.8120743036270142, + "logits/rejected": -0.6662536263465881, + "logps/chosen": -4.297300338745117, + "logps/rejected": -4.907609462738037, + "loss": 0.052, + "rewards/accuracies": 0.7250000238418579, + "rewards/chosen": -4.297300338745117, + "rewards/margins": 0.6103091835975647, + "rewards/rejected": -4.907609462738037, + "sft_loss": 4.046349048614502, + "step": 2350 + }, + { + "epoch": 1.2604114400401405, + "grad_norm": 0.4580382761374032, + "learning_rate": 7.189242433016852e-07, + "logits/chosen": -0.7498005628585815, + "logits/rejected": -0.6268131136894226, + "logps/chosen": -4.600125312805176, + "logps/rejected": -5.273111820220947, + "loss": 0.0524, + "rewards/accuracies": 0.706250011920929, + "rewards/chosen": -4.600125312805176, + "rewards/margins": 0.6729866862297058, + "rewards/rejected": -5.273111820220947, + "sft_loss": 4.308657646179199, + "step": 2355 + }, + { + "epoch": 1.263087472821542, + "grad_norm": 0.5915020215955263, + "learning_rate": 7.17523002604092e-07, + "logits/chosen": -0.8824199438095093, + "logits/rejected": -0.6876664161682129, + "logps/chosen": -4.512190341949463, + "logps/rejected": -5.1109418869018555, + "loss": 0.0518, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.512190341949463, + "rewards/margins": 0.5987512469291687, + "rewards/rejected": -5.1109418869018555, + "sft_loss": 4.2525835037231445, + "step": 2360 + }, + { + "epoch": 1.2657635056029437, + "grad_norm": 0.5690946194765862, + "learning_rate": 7.161196514973734e-07, + "logits/chosen": -0.6747918128967285, + "logits/rejected": -0.5300695300102234, + "logps/chosen": -4.3710174560546875, + "logps/rejected": -5.1945085525512695, + "loss": 0.0525, + "rewards/accuracies": 0.75, + "rewards/chosen": -4.3710174560546875, + "rewards/margins": 0.8234914541244507, + "rewards/rejected": -5.1945085525512695, + "sft_loss": 4.117964744567871, + "step": 2365 + }, + { + "epoch": 1.2684395383843452, + "grad_norm": 0.4351018604218048, + "learning_rate": 7.147142035968483e-07, + "logits/chosen": -0.6003702878952026, + "logits/rejected": -0.4170975089073181, + "logps/chosen": -4.435196876525879, + "logps/rejected": -5.031000137329102, + "loss": 0.0521, + "rewards/accuracies": 0.706250011920929, + "rewards/chosen": -4.435196876525879, + "rewards/margins": 0.5958040356636047, + "rewards/rejected": -5.031000137329102, + "sft_loss": 4.136528015136719, + "step": 2370 + }, + { + "epoch": 1.2711155711657467, + "grad_norm": 0.7303957463893005, + "learning_rate": 7.133066725381781e-07, + "logits/chosen": -0.7778987288475037, + "logits/rejected": -0.5770991444587708, + "logps/chosen": -4.4204912185668945, + "logps/rejected": -5.063147068023682, + "loss": 0.0524, + "rewards/accuracies": 0.706250011920929, + "rewards/chosen": -4.4204912185668945, + "rewards/margins": 0.6426565051078796, + "rewards/rejected": -5.063147068023682, + "sft_loss": 4.2004265785217285, + "step": 2375 + }, + { + "epoch": 1.2737916039471484, + "grad_norm": 0.485169085052069, + "learning_rate": 7.118970719772354e-07, + "logits/chosen": -0.7188619375228882, + "logits/rejected": -0.5356766581535339, + "logps/chosen": -4.620368003845215, + "logps/rejected": -5.3475141525268555, + "loss": 0.0517, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -4.620368003845215, + "rewards/margins": 0.7271462678909302, + "rewards/rejected": -5.3475141525268555, + "sft_loss": 4.352916240692139, + "step": 2380 + }, + { + "epoch": 1.27646763672855, + "grad_norm": 0.4763305452143226, + "learning_rate": 7.104854155899711e-07, + "logits/chosen": -0.6405320167541504, + "logits/rejected": -0.5557799935340881, + "logps/chosen": -4.4577178955078125, + "logps/rejected": -5.03024435043335, + "loss": 0.0516, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.4577178955078125, + "rewards/margins": 0.572527289390564, + "rewards/rejected": -5.03024435043335, + "sft_loss": 4.169253349304199, + "step": 2385 + }, + { + "epoch": 1.2791436695099514, + "grad_norm": 0.5990467306969168, + "learning_rate": 7.090717170722817e-07, + "logits/chosen": -0.5321937799453735, + "logits/rejected": -0.5410672426223755, + "logps/chosen": -4.411266326904297, + "logps/rejected": -5.152445316314697, + "loss": 0.0504, + "rewards/accuracies": 0.706250011920929, + "rewards/chosen": -4.411266326904297, + "rewards/margins": 0.741179347038269, + "rewards/rejected": -5.152445316314697, + "sft_loss": 4.109254837036133, + "step": 2390 + }, + { + "epoch": 1.2818197022913531, + "grad_norm": 0.6012987235900056, + "learning_rate": 7.076559901398762e-07, + "logits/chosen": -0.6546708941459656, + "logits/rejected": -0.5062588453292847, + "logps/chosen": -4.278241157531738, + "logps/rejected": -4.8308024406433105, + "loss": 0.052, + "rewards/accuracies": 0.6875, + "rewards/chosen": -4.278241157531738, + "rewards/margins": 0.552561342716217, + "rewards/rejected": -4.8308024406433105, + "sft_loss": 4.041296005249023, + "step": 2395 + }, + { + "epoch": 1.2844957350727546, + "grad_norm": 0.4866774374056064, + "learning_rate": 7.062382485281436e-07, + "logits/chosen": -0.5467609167098999, + "logits/rejected": -0.42013612389564514, + "logps/chosen": -4.223976135253906, + "logps/rejected": -4.85884952545166, + "loss": 0.0527, + "rewards/accuracies": 0.731249988079071, + "rewards/chosen": -4.223976135253906, + "rewards/margins": 0.634873628616333, + "rewards/rejected": -4.85884952545166, + "sft_loss": 3.980189085006714, + "step": 2400 + }, + { + "epoch": 1.2844957350727546, + "eval_logits/chosen": -0.1385614424943924, + "eval_logits/rejected": -0.05511578917503357, + "eval_logps/chosen": -4.712944984436035, + "eval_logps/rejected": -5.373843669891357, + "eval_loss": 0.0507567897439003, + "eval_rewards/accuracies": 0.6609792113304138, + "eval_rewards/chosen": -4.712944984436035, + "eval_rewards/margins": 0.660898745059967, + "eval_rewards/rejected": -5.373843669891357, + "eval_runtime": 43.5868, + "eval_samples_per_second": 30.858, + "eval_sft_loss": 4.281847953796387, + "eval_steps_per_second": 7.732, + "step": 2400 + }, + { + "epoch": 1.287171767854156, + "grad_norm": 0.8751626388888276, + "learning_rate": 7.048185059920193e-07, + "logits/chosen": -0.5422787666320801, + "logits/rejected": -0.4219578206539154, + "logps/chosen": -4.8283233642578125, + "logps/rejected": -5.523282051086426, + "loss": 0.052, + "rewards/accuracies": 0.6937500238418579, + "rewards/chosen": -4.8283233642578125, + "rewards/margins": 0.6949586868286133, + "rewards/rejected": -5.523282051086426, + "sft_loss": 4.508396625518799, + "step": 2405 + }, + { + "epoch": 1.2898478006355578, + "grad_norm": 0.53586381052944, + "learning_rate": 7.033967763058516e-07, + "logits/chosen": -0.614895224571228, + "logits/rejected": -0.46858900785446167, + "logps/chosen": -4.68340539932251, + "logps/rejected": -5.169063568115234, + "loss": 0.0509, + "rewards/accuracies": 0.643750011920929, + "rewards/chosen": -4.68340539932251, + "rewards/margins": 0.4856584668159485, + "rewards/rejected": -5.169063568115234, + "sft_loss": 4.267060279846191, + "step": 2410 + }, + { + "epoch": 1.2925238334169593, + "grad_norm": 0.5770283777467645, + "learning_rate": 7.019730732632681e-07, + "logits/chosen": -0.4095725119113922, + "logits/rejected": -0.324873685836792, + "logps/chosen": -4.341700077056885, + "logps/rejected": -5.165848731994629, + "loss": 0.0508, + "rewards/accuracies": 0.737500011920929, + "rewards/chosen": -4.341700077056885, + "rewards/margins": 0.8241486549377441, + "rewards/rejected": -5.165848731994629, + "sft_loss": 4.013070583343506, + "step": 2415 + }, + { + "epoch": 1.2951998661983608, + "grad_norm": 0.6535497371525489, + "learning_rate": 7.005474106770418e-07, + "logits/chosen": -0.4207722544670105, + "logits/rejected": -0.3212054371833801, + "logps/chosen": -4.347165584564209, + "logps/rejected": -4.952691555023193, + "loss": 0.0514, + "rewards/accuracies": 0.668749988079071, + "rewards/chosen": -4.347165584564209, + "rewards/margins": 0.6055256128311157, + "rewards/rejected": -4.952691555023193, + "sft_loss": 3.9859261512756348, + "step": 2420 + }, + { + "epoch": 1.2978758989797625, + "grad_norm": 0.9515981981928276, + "learning_rate": 6.991198023789577e-07, + "logits/chosen": -0.4071879982948303, + "logits/rejected": -0.3304407000541687, + "logps/chosen": -4.39312744140625, + "logps/rejected": -4.891679763793945, + "loss": 0.0536, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -4.39312744140625, + "rewards/margins": 0.4985523819923401, + "rewards/rejected": -4.891679763793945, + "sft_loss": 4.153935432434082, + "step": 2425 + }, + { + "epoch": 1.300551931761164, + "grad_norm": 0.5250671890303608, + "learning_rate": 6.976902622196776e-07, + "logits/chosen": -0.49113330245018005, + "logits/rejected": -0.4230748116970062, + "logps/chosen": -4.6922197341918945, + "logps/rejected": -5.178853511810303, + "loss": 0.0531, + "rewards/accuracies": 0.668749988079071, + "rewards/chosen": -4.6922197341918945, + "rewards/margins": 0.48663386702537537, + "rewards/rejected": -5.178853511810303, + "sft_loss": 4.355113506317139, + "step": 2430 + }, + { + "epoch": 1.3032279645425655, + "grad_norm": 0.3705273880797938, + "learning_rate": 6.962588040686064e-07, + "logits/chosen": -0.5611008405685425, + "logits/rejected": -0.38462042808532715, + "logps/chosen": -4.640923023223877, + "logps/rejected": -5.155377388000488, + "loss": 0.0529, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.640923023223877, + "rewards/margins": 0.5144541263580322, + "rewards/rejected": -5.155377388000488, + "sft_loss": 4.4788007736206055, + "step": 2435 + }, + { + "epoch": 1.3059039973239672, + "grad_norm": 0.500862424455962, + "learning_rate": 6.948254418137573e-07, + "logits/chosen": -0.46678757667541504, + "logits/rejected": -0.33529505133628845, + "logps/chosen": -4.563943862915039, + "logps/rejected": -5.159988880157471, + "loss": 0.0524, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.563943862915039, + "rewards/margins": 0.596044659614563, + "rewards/rejected": -5.159988880157471, + "sft_loss": 4.286484718322754, + "step": 2440 + }, + { + "epoch": 1.3085800301053687, + "grad_norm": 0.44326807018661724, + "learning_rate": 6.933901893616174e-07, + "logits/chosen": -0.5239390134811401, + "logits/rejected": -0.3764905333518982, + "logps/chosen": -4.383409023284912, + "logps/rejected": -5.040538787841797, + "loss": 0.0513, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.383409023284912, + "rewards/margins": 0.6571294069290161, + "rewards/rejected": -5.040538787841797, + "sft_loss": 4.0584516525268555, + "step": 2445 + }, + { + "epoch": 1.3112560628867704, + "grad_norm": 0.5170339642505193, + "learning_rate": 6.919530606370121e-07, + "logits/chosen": -0.4882650375366211, + "logits/rejected": -0.3291659951210022, + "logps/chosen": -4.313410758972168, + "logps/rejected": -4.961250305175781, + "loss": 0.0513, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.313410758972168, + "rewards/margins": 0.6478389501571655, + "rewards/rejected": -4.961250305175781, + "sft_loss": 4.071700096130371, + "step": 2450 + }, + { + "epoch": 1.313932095668172, + "grad_norm": 0.43429799958723836, + "learning_rate": 6.905140695829706e-07, + "logits/chosen": -0.5654727816581726, + "logits/rejected": -0.278671532869339, + "logps/chosen": -4.373675346374512, + "logps/rejected": -5.146459102630615, + "loss": 0.0506, + "rewards/accuracies": 0.668749988079071, + "rewards/chosen": -4.373675346374512, + "rewards/margins": 0.7727841734886169, + "rewards/rejected": -5.146459102630615, + "sft_loss": 4.107213020324707, + "step": 2455 + }, + { + "epoch": 1.3166081284495736, + "grad_norm": 0.6815478221410864, + "learning_rate": 6.890732301605904e-07, + "logits/chosen": -0.39504489302635193, + "logits/rejected": -0.30925464630126953, + "logps/chosen": -4.52138614654541, + "logps/rejected": -5.0054850578308105, + "loss": 0.0523, + "rewards/accuracies": 0.637499988079071, + "rewards/chosen": -4.52138614654541, + "rewards/margins": 0.48409897089004517, + "rewards/rejected": -5.0054850578308105, + "sft_loss": 4.16397762298584, + "step": 2460 + }, + { + "epoch": 1.3192841612309751, + "grad_norm": 0.5019498889032347, + "learning_rate": 6.876305563489021e-07, + "logits/chosen": -0.4539240896701813, + "logits/rejected": -0.4017064571380615, + "logps/chosen": -4.319275856018066, + "logps/rejected": -5.132537841796875, + "loss": 0.0499, + "rewards/accuracies": 0.7250000238418579, + "rewards/chosen": -4.319275856018066, + "rewards/margins": 0.8132628202438354, + "rewards/rejected": -5.132537841796875, + "sft_loss": 3.9580626487731934, + "step": 2465 + }, + { + "epoch": 1.3219601940123766, + "grad_norm": 0.6126362013577834, + "learning_rate": 6.861860621447331e-07, + "logits/chosen": -0.6290256381034851, + "logits/rejected": -0.5144913792610168, + "logps/chosen": -4.654995441436768, + "logps/rejected": -5.2134881019592285, + "loss": 0.053, + "rewards/accuracies": 0.6875, + "rewards/chosen": -4.654995441436768, + "rewards/margins": 0.558492124080658, + "rewards/rejected": -5.2134881019592285, + "sft_loss": 4.4049787521362305, + "step": 2470 + }, + { + "epoch": 1.3246362267937783, + "grad_norm": 1.1242885884848643, + "learning_rate": 6.847397615625725e-07, + "logits/chosen": -0.4887451231479645, + "logits/rejected": -0.46777215600013733, + "logps/chosen": -4.643002986907959, + "logps/rejected": -5.143282890319824, + "loss": 0.0519, + "rewards/accuracies": 0.65625, + "rewards/chosen": -4.643002986907959, + "rewards/margins": 0.5002797842025757, + "rewards/rejected": -5.143282890319824, + "sft_loss": 4.291563034057617, + "step": 2475 + }, + { + "epoch": 1.3273122595751798, + "grad_norm": 0.6843958430147569, + "learning_rate": 6.83291668634435e-07, + "logits/chosen": -0.6661633849143982, + "logits/rejected": -0.4752282202243805, + "logps/chosen": -4.608720779418945, + "logps/rejected": -5.240445137023926, + "loss": 0.052, + "rewards/accuracies": 0.71875, + "rewards/chosen": -4.608720779418945, + "rewards/margins": 0.6317241787910461, + "rewards/rejected": -5.240445137023926, + "sft_loss": 4.33678674697876, + "step": 2480 + }, + { + "epoch": 1.3299882923565813, + "grad_norm": 0.6108029915362448, + "learning_rate": 6.818417974097246e-07, + "logits/chosen": -0.4230140149593353, + "logits/rejected": -0.2956461012363434, + "logps/chosen": -4.4645538330078125, + "logps/rejected": -5.2208757400512695, + "loss": 0.051, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.4645538330078125, + "rewards/margins": 0.7563215494155884, + "rewards/rejected": -5.2208757400512695, + "sft_loss": 4.190750598907471, + "step": 2485 + }, + { + "epoch": 1.332664325137983, + "grad_norm": 0.5206999138913958, + "learning_rate": 6.803901619550981e-07, + "logits/chosen": -0.5323997735977173, + "logits/rejected": -0.4850800931453705, + "logps/chosen": -4.313595771789551, + "logps/rejected": -4.872060775756836, + "loss": 0.0527, + "rewards/accuracies": 0.706250011920929, + "rewards/chosen": -4.313595771789551, + "rewards/margins": 0.5584650635719299, + "rewards/rejected": -4.872060775756836, + "sft_loss": 4.027804374694824, + "step": 2490 + }, + { + "epoch": 1.3353403579193845, + "grad_norm": 0.7606406487104825, + "learning_rate": 6.789367763543292e-07, + "logits/chosen": -0.4217154383659363, + "logits/rejected": -0.402413934469223, + "logps/chosen": -4.401356220245361, + "logps/rejected": -4.916018009185791, + "loss": 0.0543, + "rewards/accuracies": 0.6937500238418579, + "rewards/chosen": -4.401356220245361, + "rewards/margins": 0.5146620273590088, + "rewards/rejected": -4.916018009185791, + "sft_loss": 4.163581848144531, + "step": 2495 + }, + { + "epoch": 1.338016390700786, + "grad_norm": 0.8740369373885283, + "learning_rate": 6.774816547081714e-07, + "logits/chosen": -0.517784059047699, + "logits/rejected": -0.32167983055114746, + "logps/chosen": -4.534006595611572, + "logps/rejected": -5.119873046875, + "loss": 0.0529, + "rewards/accuracies": 0.625, + "rewards/chosen": -4.534006595611572, + "rewards/margins": 0.5858662724494934, + "rewards/rejected": -5.119873046875, + "sft_loss": 4.325592994689941, + "step": 2500 + }, + { + "epoch": 1.3406924234821878, + "grad_norm": 0.37955249063988084, + "learning_rate": 6.760248111342211e-07, + "logits/chosen": -0.5520938634872437, + "logits/rejected": -0.37044256925582886, + "logps/chosen": -4.716580390930176, + "logps/rejected": -5.31876277923584, + "loss": 0.0517, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -4.716580390930176, + "rewards/margins": 0.6021825075149536, + "rewards/rejected": -5.31876277923584, + "sft_loss": 4.433178901672363, + "step": 2505 + }, + { + "epoch": 1.3433684562635893, + "grad_norm": 0.5526291475670098, + "learning_rate": 6.745662597667813e-07, + "logits/chosen": -0.5777138471603394, + "logits/rejected": -0.42819347977638245, + "logps/chosen": -4.469142436981201, + "logps/rejected": -5.03638219833374, + "loss": 0.0512, + "rewards/accuracies": 0.71875, + "rewards/chosen": -4.469142436981201, + "rewards/margins": 0.56723952293396, + "rewards/rejected": -5.03638219833374, + "sft_loss": 4.1554365158081055, + "step": 2510 + }, + { + "epoch": 1.3460444890449907, + "grad_norm": 0.5123609275560559, + "learning_rate": 6.731060147567236e-07, + "logits/chosen": -0.42814022302627563, + "logits/rejected": -0.3708665668964386, + "logps/chosen": -4.259950637817383, + "logps/rejected": -4.8878889083862305, + "loss": 0.0515, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.259950637817383, + "rewards/margins": 0.6279383301734924, + "rewards/rejected": -4.8878889083862305, + "sft_loss": 3.9868011474609375, + "step": 2515 + }, + { + "epoch": 1.3487205218263925, + "grad_norm": 1.043578134549379, + "learning_rate": 6.716440902713515e-07, + "logits/chosen": -0.5802567601203918, + "logits/rejected": -0.5306234955787659, + "logps/chosen": -4.2891154289245605, + "logps/rejected": -4.734459400177002, + "loss": 0.0526, + "rewards/accuracies": 0.637499988079071, + "rewards/chosen": -4.2891154289245605, + "rewards/margins": 0.4453437924385071, + "rewards/rejected": -4.734459400177002, + "sft_loss": 3.9280121326446533, + "step": 2520 + }, + { + "epoch": 1.351396554607794, + "grad_norm": 0.4368528274403268, + "learning_rate": 6.701805004942627e-07, + "logits/chosen": -0.5906983613967896, + "logits/rejected": -0.5404535531997681, + "logps/chosen": -4.676029205322266, + "logps/rejected": -5.317166805267334, + "loss": 0.0526, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -4.676029205322266, + "rewards/margins": 0.6411380767822266, + "rewards/rejected": -5.317166805267334, + "sft_loss": 4.461281776428223, + "step": 2525 + }, + { + "epoch": 1.3540725873891954, + "grad_norm": 0.7322308576700994, + "learning_rate": 6.687152596252119e-07, + "logits/chosen": -0.7153034210205078, + "logits/rejected": -0.6650447249412537, + "logps/chosen": -4.918754577636719, + "logps/rejected": -5.285243511199951, + "loss": 0.0535, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.918754577636719, + "rewards/margins": 0.3664887249469757, + "rewards/rejected": -5.285243511199951, + "sft_loss": 4.644976615905762, + "step": 2530 + }, + { + "epoch": 1.3567486201705972, + "grad_norm": 0.44941070367181873, + "learning_rate": 6.672483818799722e-07, + "logits/chosen": -0.7034205794334412, + "logits/rejected": -0.5504308938980103, + "logps/chosen": -4.57156229019165, + "logps/rejected": -5.094230651855469, + "loss": 0.0525, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -4.57156229019165, + "rewards/margins": 0.5226688385009766, + "rewards/rejected": -5.094230651855469, + "sft_loss": 4.343292236328125, + "step": 2535 + }, + { + "epoch": 1.3594246529519987, + "grad_norm": 0.4046531817450191, + "learning_rate": 6.657798814901978e-07, + "logits/chosen": -0.6097856760025024, + "logits/rejected": -0.4016978144645691, + "logps/chosen": -4.473921775817871, + "logps/rejected": -4.938872337341309, + "loss": 0.0514, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.473921775817871, + "rewards/margins": 0.46495094895362854, + "rewards/rejected": -4.938872337341309, + "sft_loss": 4.1183295249938965, + "step": 2540 + }, + { + "epoch": 1.3621006857334002, + "grad_norm": 0.5055596445159121, + "learning_rate": 6.643097727032863e-07, + "logits/chosen": -0.5995045900344849, + "logits/rejected": -0.38927775621414185, + "logps/chosen": -4.236147880554199, + "logps/rejected": -4.9611687660217285, + "loss": 0.0511, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.236147880554199, + "rewards/margins": 0.7250210642814636, + "rewards/rejected": -4.9611687660217285, + "sft_loss": 4.008961200714111, + "step": 2545 + }, + { + "epoch": 1.3647767185148019, + "grad_norm": 0.5850481177585032, + "learning_rate": 6.628380697822392e-07, + "logits/chosen": -0.5949841737747192, + "logits/rejected": -0.43908077478408813, + "logps/chosen": -4.427455902099609, + "logps/rejected": -4.932312965393066, + "loss": 0.0524, + "rewards/accuracies": 0.6937500238418579, + "rewards/chosen": -4.427455902099609, + "rewards/margins": 0.5048567056655884, + "rewards/rejected": -4.932312965393066, + "sft_loss": 4.125482082366943, + "step": 2550 + }, + { + "epoch": 1.3674527512962034, + "grad_norm": 0.5054164459036671, + "learning_rate": 6.61364787005525e-07, + "logits/chosen": -0.5829646587371826, + "logits/rejected": -0.4393673837184906, + "logps/chosen": -4.557315349578857, + "logps/rejected": -5.199041843414307, + "loss": 0.0523, + "rewards/accuracies": 0.6937500238418579, + "rewards/chosen": -4.557315349578857, + "rewards/margins": 0.6417262554168701, + "rewards/rejected": -5.199041843414307, + "sft_loss": 4.364875793457031, + "step": 2555 + }, + { + "epoch": 1.3701287840776049, + "grad_norm": 0.5769754442294773, + "learning_rate": 6.598899386669395e-07, + "logits/chosen": -0.6286736130714417, + "logits/rejected": -0.5021859407424927, + "logps/chosen": -4.56746768951416, + "logps/rejected": -5.148749351501465, + "loss": 0.0526, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.56746768951416, + "rewards/margins": 0.5812815427780151, + "rewards/rejected": -5.148749351501465, + "sft_loss": 4.27559757232666, + "step": 2560 + }, + { + "epoch": 1.3728048168590066, + "grad_norm": 0.5198057081298884, + "learning_rate": 6.584135390754679e-07, + "logits/chosen": -0.6246506571769714, + "logits/rejected": -0.4918225407600403, + "logps/chosen": -4.391090393066406, + "logps/rejected": -5.208021640777588, + "loss": 0.051, + "rewards/accuracies": 0.6937500238418579, + "rewards/chosen": -4.391090393066406, + "rewards/margins": 0.8169304132461548, + "rewards/rejected": -5.208021640777588, + "sft_loss": 4.124699592590332, + "step": 2565 + }, + { + "epoch": 1.375480849640408, + "grad_norm": 0.3904175802781019, + "learning_rate": 6.569356025551454e-07, + "logits/chosen": -0.569642186164856, + "logits/rejected": -0.5206794738769531, + "logps/chosen": -4.505235195159912, + "logps/rejected": -5.000717639923096, + "loss": 0.0516, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.505235195159912, + "rewards/margins": 0.49548235535621643, + "rewards/rejected": -5.000717639923096, + "sft_loss": 4.084939479827881, + "step": 2570 + }, + { + "epoch": 1.3781568824218096, + "grad_norm": 0.4284126301502038, + "learning_rate": 6.554561434449186e-07, + "logits/chosen": -0.6713020205497742, + "logits/rejected": -0.4908788800239563, + "logps/chosen": -4.553044319152832, + "logps/rejected": -5.149251461029053, + "loss": 0.0521, + "rewards/accuracies": 0.6937500238418579, + "rewards/chosen": -4.553044319152832, + "rewards/margins": 0.5962072610855103, + "rewards/rejected": -5.149251461029053, + "sft_loss": 4.29677677154541, + "step": 2575 + }, + { + "epoch": 1.3808329152032113, + "grad_norm": 0.43693773117100526, + "learning_rate": 6.539751760985063e-07, + "logits/chosen": -0.5928459763526917, + "logits/rejected": -0.518842339515686, + "logps/chosen": -4.526194095611572, + "logps/rejected": -4.862375259399414, + "loss": 0.0537, + "rewards/accuracies": 0.637499988079071, + "rewards/chosen": -4.526194095611572, + "rewards/margins": 0.33618125319480896, + "rewards/rejected": -4.862375259399414, + "sft_loss": 4.17771577835083, + "step": 2580 + }, + { + "epoch": 1.3835089479846128, + "grad_norm": 0.4272368591632599, + "learning_rate": 6.524927148842602e-07, + "logits/chosen": -0.49407991766929626, + "logits/rejected": -0.31041932106018066, + "logps/chosen": -4.6627631187438965, + "logps/rejected": -5.185405731201172, + "loss": 0.0514, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.6627631187438965, + "rewards/margins": 0.5226420164108276, + "rewards/rejected": -5.185405731201172, + "sft_loss": 4.263367176055908, + "step": 2585 + }, + { + "epoch": 1.3861849807660143, + "grad_norm": 0.6017253938081369, + "learning_rate": 6.510087741850254e-07, + "logits/chosen": -0.5680667161941528, + "logits/rejected": -0.45448827743530273, + "logps/chosen": -4.5009260177612305, + "logps/rejected": -5.0340142250061035, + "loss": 0.0522, + "rewards/accuracies": 0.6312500238418579, + "rewards/chosen": -4.5009260177612305, + "rewards/margins": 0.5330880880355835, + "rewards/rejected": -5.0340142250061035, + "sft_loss": 4.204409599304199, + "step": 2590 + }, + { + "epoch": 1.388861013547416, + "grad_norm": 0.3834732299898269, + "learning_rate": 6.495233683980012e-07, + "logits/chosen": -0.6274980306625366, + "logits/rejected": -0.5894747376441956, + "logps/chosen": -4.352082252502441, + "logps/rejected": -4.913810729980469, + "loss": 0.0522, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.352082252502441, + "rewards/margins": 0.561728835105896, + "rewards/rejected": -4.913810729980469, + "sft_loss": 4.131616592407227, + "step": 2595 + }, + { + "epoch": 1.3915370463288175, + "grad_norm": 0.7113553800524897, + "learning_rate": 6.480365119346011e-07, + "logits/chosen": -0.5005598068237305, + "logits/rejected": -0.3732762336730957, + "logps/chosen": -4.533462047576904, + "logps/rejected": -4.987781524658203, + "loss": 0.0521, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.533462047576904, + "rewards/margins": 0.45431938767433167, + "rewards/rejected": -4.987781524658203, + "sft_loss": 4.211251258850098, + "step": 2600 + }, + { + "epoch": 1.394213079110219, + "grad_norm": 0.46171155185512186, + "learning_rate": 6.465482192203129e-07, + "logits/chosen": -0.5044493079185486, + "logits/rejected": -0.43740129470825195, + "logps/chosen": -4.586564064025879, + "logps/rejected": -5.1160783767700195, + "loss": 0.0527, + "rewards/accuracies": 0.643750011920929, + "rewards/chosen": -4.586564064025879, + "rewards/margins": 0.5295146107673645, + "rewards/rejected": -5.1160783767700195, + "sft_loss": 4.3244524002075195, + "step": 2605 + }, + { + "epoch": 1.3968891118916207, + "grad_norm": 0.4123811680795034, + "learning_rate": 6.45058504694559e-07, + "logits/chosen": -0.4199046194553375, + "logits/rejected": -0.4002401828765869, + "logps/chosen": -4.472055435180664, + "logps/rejected": -5.099357604980469, + "loss": 0.0523, + "rewards/accuracies": 0.6937500238418579, + "rewards/chosen": -4.472055435180664, + "rewards/margins": 0.627302348613739, + "rewards/rejected": -5.099357604980469, + "sft_loss": 4.206655502319336, + "step": 2610 + }, + { + "epoch": 1.3995651446730222, + "grad_norm": 0.6033441928029727, + "learning_rate": 6.435673828105564e-07, + "logits/chosen": -0.536944568157196, + "logits/rejected": -0.3742099106311798, + "logps/chosen": -4.438148498535156, + "logps/rejected": -5.0379743576049805, + "loss": 0.0532, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.438148498535156, + "rewards/margins": 0.5998249053955078, + "rewards/rejected": -5.0379743576049805, + "sft_loss": 4.172540187835693, + "step": 2615 + }, + { + "epoch": 1.402241177454424, + "grad_norm": 0.6677651851881835, + "learning_rate": 6.420748680351763e-07, + "logits/chosen": -0.4909477233886719, + "logits/rejected": -0.5832905173301697, + "logps/chosen": -4.574097156524658, + "logps/rejected": -5.0403947830200195, + "loss": 0.0538, + "rewards/accuracies": 0.668749988079071, + "rewards/chosen": -4.574097156524658, + "rewards/margins": 0.46629753708839417, + "rewards/rejected": -5.0403947830200195, + "sft_loss": 4.372440338134766, + "step": 2620 + }, + { + "epoch": 1.4049172102358254, + "grad_norm": 0.41337147810438973, + "learning_rate": 6.405809748488032e-07, + "logits/chosen": -0.6795511245727539, + "logits/rejected": -0.5350240468978882, + "logps/chosen": -4.659113883972168, + "logps/rejected": -5.271306991577148, + "loss": 0.0516, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.659113883972168, + "rewards/margins": 0.6121935248374939, + "rewards/rejected": -5.271306991577148, + "sft_loss": 4.381941318511963, + "step": 2625 + }, + { + "epoch": 1.4075932430172269, + "grad_norm": 0.4699970379173335, + "learning_rate": 6.390857177451956e-07, + "logits/chosen": -0.7591134309768677, + "logits/rejected": -0.5330101847648621, + "logps/chosen": -4.584787845611572, + "logps/rejected": -5.0374627113342285, + "loss": 0.0531, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -4.584787845611572, + "rewards/margins": 0.4526752531528473, + "rewards/rejected": -5.0374627113342285, + "sft_loss": 4.36737585067749, + "step": 2630 + }, + { + "epoch": 1.4102692757986286, + "grad_norm": 0.48120506353502984, + "learning_rate": 6.375891112313445e-07, + "logits/chosen": -0.7231135368347168, + "logits/rejected": -0.6274951100349426, + "logps/chosen": -4.365334510803223, + "logps/rejected": -4.895984649658203, + "loss": 0.0509, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.365334510803223, + "rewards/margins": 0.530649721622467, + "rewards/rejected": -4.895984649658203, + "sft_loss": 4.074070453643799, + "step": 2635 + }, + { + "epoch": 1.41294530858003, + "grad_norm": 0.7025950418032688, + "learning_rate": 6.360911698273326e-07, + "logits/chosen": -0.5732952952384949, + "logits/rejected": -0.4492496848106384, + "logps/chosen": -4.392951011657715, + "logps/rejected": -4.779691219329834, + "loss": 0.0541, + "rewards/accuracies": 0.65625, + "rewards/chosen": -4.392951011657715, + "rewards/margins": 0.3867405951023102, + "rewards/rejected": -4.779691219329834, + "sft_loss": 4.139547348022461, + "step": 2640 + }, + { + "epoch": 1.4156213413614318, + "grad_norm": 0.3817804751124299, + "learning_rate": 6.345919080661944e-07, + "logits/chosen": -0.6146822571754456, + "logits/rejected": -0.5575979351997375, + "logps/chosen": -4.378892421722412, + "logps/rejected": -5.082538604736328, + "loss": 0.0513, + "rewards/accuracies": 0.706250011920929, + "rewards/chosen": -4.378892421722412, + "rewards/margins": 0.7036463022232056, + "rewards/rejected": -5.082538604736328, + "sft_loss": 4.1927947998046875, + "step": 2645 + }, + { + "epoch": 1.4182973741428333, + "grad_norm": 0.3484067347185367, + "learning_rate": 6.330913404937737e-07, + "logits/chosen": -0.6765519380569458, + "logits/rejected": -0.5006201863288879, + "logps/chosen": -4.664497375488281, + "logps/rejected": -5.329741477966309, + "loss": 0.0514, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -4.664497375488281, + "rewards/margins": 0.6652437448501587, + "rewards/rejected": -5.329741477966309, + "sft_loss": 4.3615312576293945, + "step": 2650 + }, + { + "epoch": 1.4209734069242348, + "grad_norm": 0.5359963623152867, + "learning_rate": 6.315894816685838e-07, + "logits/chosen": -0.507836639881134, + "logits/rejected": -0.3151811957359314, + "logps/chosen": -4.616525650024414, + "logps/rejected": -4.9871506690979, + "loss": 0.0524, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -4.616525650024414, + "rewards/margins": 0.37062522768974304, + "rewards/rejected": -4.9871506690979, + "sft_loss": 4.264617443084717, + "step": 2655 + }, + { + "epoch": 1.4236494397056365, + "grad_norm": 0.5569788457008981, + "learning_rate": 6.300863461616657e-07, + "logits/chosen": -0.4941771924495697, + "logits/rejected": -0.404980331659317, + "logps/chosen": -4.432186603546143, + "logps/rejected": -4.979880332946777, + "loss": 0.0525, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.432186603546143, + "rewards/margins": 0.5476942658424377, + "rewards/rejected": -4.979880332946777, + "sft_loss": 4.154915809631348, + "step": 2660 + }, + { + "epoch": 1.426325472487038, + "grad_norm": 0.5557224282438943, + "learning_rate": 6.285819485564465e-07, + "logits/chosen": -0.6572912931442261, + "logits/rejected": -0.4884692132472992, + "logps/chosen": -4.340250492095947, + "logps/rejected": -4.960097789764404, + "loss": 0.052, + "rewards/accuracies": 0.706250011920929, + "rewards/chosen": -4.340250492095947, + "rewards/margins": 0.6198478937149048, + "rewards/rejected": -4.960097789764404, + "sft_loss": 4.011279106140137, + "step": 2665 + }, + { + "epoch": 1.4290015052684395, + "grad_norm": 0.4966264028029257, + "learning_rate": 6.270763034485986e-07, + "logits/chosen": -0.5745595693588257, + "logits/rejected": -0.45156174898147583, + "logps/chosen": -4.528615474700928, + "logps/rejected": -5.070132255554199, + "loss": 0.0509, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.528615474700928, + "rewards/margins": 0.5415170788764954, + "rewards/rejected": -5.070132255554199, + "sft_loss": 4.147845268249512, + "step": 2670 + }, + { + "epoch": 1.4316775380498412, + "grad_norm": 0.5516956159885005, + "learning_rate": 6.255694254458972e-07, + "logits/chosen": -0.7048081159591675, + "logits/rejected": -0.5410698056221008, + "logps/chosen": -4.632177352905273, + "logps/rejected": -5.155903339385986, + "loss": 0.0527, + "rewards/accuracies": 0.643750011920929, + "rewards/chosen": -4.632177352905273, + "rewards/margins": 0.5237262845039368, + "rewards/rejected": -5.155903339385986, + "sft_loss": 4.193863391876221, + "step": 2675 + }, + { + "epoch": 1.4343535708312427, + "grad_norm": 0.6798152772865235, + "learning_rate": 6.240613291680795e-07, + "logits/chosen": -0.6842337846755981, + "logits/rejected": -0.5142254829406738, + "logps/chosen": -4.667544364929199, + "logps/rejected": -5.1955060958862305, + "loss": 0.0523, + "rewards/accuracies": 0.625, + "rewards/chosen": -4.667544364929199, + "rewards/margins": 0.5279615521430969, + "rewards/rejected": -5.1955060958862305, + "sft_loss": 4.322264194488525, + "step": 2680 + }, + { + "epoch": 1.4370296036126442, + "grad_norm": 0.4794517877865857, + "learning_rate": 6.225520292467021e-07, + "logits/chosen": -0.6852758526802063, + "logits/rejected": -0.47948360443115234, + "logps/chosen": -4.298248291015625, + "logps/rejected": -5.128951072692871, + "loss": 0.0492, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.298248291015625, + "rewards/margins": 0.8307035565376282, + "rewards/rejected": -5.128951072692871, + "sft_loss": 4.007875919342041, + "step": 2685 + }, + { + "epoch": 1.439705636394046, + "grad_norm": 0.5931639917236166, + "learning_rate": 6.210415403249993e-07, + "logits/chosen": -0.7698257565498352, + "logits/rejected": -0.49045735597610474, + "logps/chosen": -4.419869899749756, + "logps/rejected": -5.26506233215332, + "loss": 0.051, + "rewards/accuracies": 0.7562500238418579, + "rewards/chosen": -4.419869899749756, + "rewards/margins": 0.8451923131942749, + "rewards/rejected": -5.26506233215332, + "sft_loss": 3.9987094402313232, + "step": 2690 + }, + { + "epoch": 1.4423816691754474, + "grad_norm": 0.6680417881685654, + "learning_rate": 6.195298770577415e-07, + "logits/chosen": -0.6223223209381104, + "logits/rejected": -0.6436036825180054, + "logps/chosen": -4.467902183532715, + "logps/rejected": -5.064675331115723, + "loss": 0.0528, + "rewards/accuracies": 0.706250011920929, + "rewards/chosen": -4.467902183532715, + "rewards/margins": 0.5967725515365601, + "rewards/rejected": -5.064675331115723, + "sft_loss": 4.223404407501221, + "step": 2695 + }, + { + "epoch": 1.445057701956849, + "grad_norm": 0.41813825541952365, + "learning_rate": 6.180170541110923e-07, + "logits/chosen": -0.6707671880722046, + "logits/rejected": -0.47789353132247925, + "logps/chosen": -4.537481307983398, + "logps/rejected": -5.07298469543457, + "loss": 0.0531, + "rewards/accuracies": 0.6937500238418579, + "rewards/chosen": -4.537481307983398, + "rewards/margins": 0.5355033874511719, + "rewards/rejected": -5.07298469543457, + "sft_loss": 4.25797176361084, + "step": 2700 + }, + { + "epoch": 1.4477337347382506, + "grad_norm": 0.4045049853183389, + "learning_rate": 6.165030861624663e-07, + "logits/chosen": -0.8904841542243958, + "logits/rejected": -0.5857111215591431, + "logps/chosen": -4.475926399230957, + "logps/rejected": -5.331136703491211, + "loss": 0.0513, + "rewards/accuracies": 0.731249988079071, + "rewards/chosen": -4.475926399230957, + "rewards/margins": 0.8552104830741882, + "rewards/rejected": -5.331136703491211, + "sft_loss": 4.307584762573242, + "step": 2705 + }, + { + "epoch": 1.4504097675196521, + "grad_norm": 0.4023569815722522, + "learning_rate": 6.149879879003876e-07, + "logits/chosen": -0.6515690088272095, + "logits/rejected": -0.6833658814430237, + "logps/chosen": -4.548512935638428, + "logps/rejected": -4.988827705383301, + "loss": 0.0522, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.548512935638428, + "rewards/margins": 0.44031429290771484, + "rewards/rejected": -4.988827705383301, + "sft_loss": 4.278894901275635, + "step": 2710 + }, + { + "epoch": 1.4530858003010536, + "grad_norm": 0.397208497229481, + "learning_rate": 6.13471774024346e-07, + "logits/chosen": -0.8046046495437622, + "logits/rejected": -0.6881554126739502, + "logps/chosen": -4.304449081420898, + "logps/rejected": -4.92133903503418, + "loss": 0.0507, + "rewards/accuracies": 0.7562500238418579, + "rewards/chosen": -4.304449081420898, + "rewards/margins": 0.6168895363807678, + "rewards/rejected": -4.92133903503418, + "sft_loss": 4.068329811096191, + "step": 2715 + }, + { + "epoch": 1.4557618330824553, + "grad_norm": 0.5095693467130826, + "learning_rate": 6.119544592446551e-07, + "logits/chosen": -0.6910004019737244, + "logits/rejected": -0.5953119993209839, + "logps/chosen": -4.223155498504639, + "logps/rejected": -4.724904537200928, + "loss": 0.0522, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -4.223155498504639, + "rewards/margins": 0.5017491579055786, + "rewards/rejected": -4.724904537200928, + "sft_loss": 3.9544272422790527, + "step": 2720 + }, + { + "epoch": 1.4584378658638568, + "grad_norm": 0.4349881324413229, + "learning_rate": 6.104360582823096e-07, + "logits/chosen": -0.7427471876144409, + "logits/rejected": -0.6419012546539307, + "logps/chosen": -4.591288089752197, + "logps/rejected": -5.109165191650391, + "loss": 0.0526, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.591288089752197, + "rewards/margins": 0.5178766846656799, + "rewards/rejected": -5.109165191650391, + "sft_loss": 4.29121208190918, + "step": 2725 + }, + { + "epoch": 1.4611138986452583, + "grad_norm": 0.5332361503745241, + "learning_rate": 6.089165858688423e-07, + "logits/chosen": -0.6411378383636475, + "logits/rejected": -0.4586389660835266, + "logps/chosen": -4.49960994720459, + "logps/rejected": -5.278151988983154, + "loss": 0.0502, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.49960994720459, + "rewards/margins": 0.7785428762435913, + "rewards/rejected": -5.278151988983154, + "sft_loss": 4.1990766525268555, + "step": 2730 + }, + { + "epoch": 1.46378993142666, + "grad_norm": 0.6425686695108819, + "learning_rate": 6.073960567461811e-07, + "logits/chosen": -0.638020932674408, + "logits/rejected": -0.4485744535923004, + "logps/chosen": -4.348964691162109, + "logps/rejected": -5.104625225067139, + "loss": 0.0502, + "rewards/accuracies": 0.7250000238418579, + "rewards/chosen": -4.348964691162109, + "rewards/margins": 0.7556604146957397, + "rewards/rejected": -5.104625225067139, + "sft_loss": 4.003968715667725, + "step": 2735 + }, + { + "epoch": 1.4664659642080615, + "grad_norm": 0.3893109326659487, + "learning_rate": 6.058744856665065e-07, + "logits/chosen": -0.576491117477417, + "logits/rejected": -0.5205652117729187, + "logps/chosen": -4.520781517028809, + "logps/rejected": -5.457547187805176, + "loss": 0.0501, + "rewards/accuracies": 0.706250011920929, + "rewards/chosen": -4.520781517028809, + "rewards/margins": 0.9367659687995911, + "rewards/rejected": -5.457547187805176, + "sft_loss": 4.14150333404541, + "step": 2740 + }, + { + "epoch": 1.469141996989463, + "grad_norm": 0.4766405887480856, + "learning_rate": 6.043518873921074e-07, + "logits/chosen": -0.6036868691444397, + "logits/rejected": -0.4955274164676666, + "logps/chosen": -4.2526655197143555, + "logps/rejected": -4.9464311599731445, + "loss": 0.0509, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -4.2526655197143555, + "rewards/margins": 0.6937664151191711, + "rewards/rejected": -4.9464311599731445, + "sft_loss": 3.8363234996795654, + "step": 2745 + }, + { + "epoch": 1.4718180297708647, + "grad_norm": 0.5286565847045684, + "learning_rate": 6.028282766952393e-07, + "logits/chosen": -0.5392686128616333, + "logits/rejected": -0.47638773918151855, + "logps/chosen": -4.556574821472168, + "logps/rejected": -5.3537187576293945, + "loss": 0.0499, + "rewards/accuracies": 0.71875, + "rewards/chosen": -4.556574821472168, + "rewards/margins": 0.7971442937850952, + "rewards/rejected": -5.3537187576293945, + "sft_loss": 4.128913879394531, + "step": 2750 + }, + { + "epoch": 1.4744940625522662, + "grad_norm": 0.5894915869003183, + "learning_rate": 6.013036683579798e-07, + "logits/chosen": -0.533528745174408, + "logits/rejected": -0.45111075043678284, + "logps/chosen": -4.42080020904541, + "logps/rejected": -5.1628546714782715, + "loss": 0.0512, + "rewards/accuracies": 0.7437499761581421, + "rewards/chosen": -4.42080020904541, + "rewards/margins": 0.7420543432235718, + "rewards/rejected": -5.1628546714782715, + "sft_loss": 4.113458156585693, + "step": 2755 + }, + { + "epoch": 1.4771700953336677, + "grad_norm": 0.494258977667678, + "learning_rate": 5.997780771720854e-07, + "logits/chosen": -0.696727991104126, + "logits/rejected": -0.4603763520717621, + "logps/chosen": -4.480790138244629, + "logps/rejected": -5.2772603034973145, + "loss": 0.0517, + "rewards/accuracies": 0.6875, + "rewards/chosen": -4.480790138244629, + "rewards/margins": 0.7964698076248169, + "rewards/rejected": -5.2772603034973145, + "sft_loss": 4.252973556518555, + "step": 2760 + }, + { + "epoch": 1.4798461281150694, + "grad_norm": 0.5824907531945315, + "learning_rate": 5.982515179388486e-07, + "logits/chosen": -0.5312920808792114, + "logits/rejected": -0.42109164595603943, + "logps/chosen": -4.590191841125488, + "logps/rejected": -5.211472988128662, + "loss": 0.0521, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.590191841125488, + "rewards/margins": 0.6212812662124634, + "rewards/rejected": -5.211472988128662, + "sft_loss": 4.298916816711426, + "step": 2765 + }, + { + "epoch": 1.482522160896471, + "grad_norm": 0.39799397306324386, + "learning_rate": 5.967240054689541e-07, + "logits/chosen": -0.6680682301521301, + "logits/rejected": -0.6447493433952332, + "logps/chosen": -4.263683319091797, + "logps/rejected": -4.877932548522949, + "loss": 0.0519, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.263683319091797, + "rewards/margins": 0.6142495274543762, + "rewards/rejected": -4.877932548522949, + "sft_loss": 4.076264381408691, + "step": 2770 + }, + { + "epoch": 1.4851981936778724, + "grad_norm": 0.38749152187510244, + "learning_rate": 5.951955545823342e-07, + "logits/chosen": -0.6154682040214539, + "logits/rejected": -0.5455372929573059, + "logps/chosen": -4.43137788772583, + "logps/rejected": -5.089561462402344, + "loss": 0.053, + "rewards/accuracies": 0.6937500238418579, + "rewards/chosen": -4.43137788772583, + "rewards/margins": 0.6581836938858032, + "rewards/rejected": -5.089561462402344, + "sft_loss": 4.259114742279053, + "step": 2775 + }, + { + "epoch": 1.4878742264592741, + "grad_norm": 0.3419474438030561, + "learning_rate": 5.936661801080263e-07, + "logits/chosen": -0.5836928486824036, + "logits/rejected": -0.5123255848884583, + "logps/chosen": -4.479122638702393, + "logps/rejected": -5.086029052734375, + "loss": 0.0521, + "rewards/accuracies": 0.668749988079071, + "rewards/chosen": -4.479122638702393, + "rewards/margins": 0.6069061160087585, + "rewards/rejected": -5.086029052734375, + "sft_loss": 4.2064971923828125, + "step": 2780 + }, + { + "epoch": 1.4905502592406756, + "grad_norm": 0.46022415654201376, + "learning_rate": 5.92135896884028e-07, + "logits/chosen": -0.7167954444885254, + "logits/rejected": -0.5608044862747192, + "logps/chosen": -4.5941009521484375, + "logps/rejected": -5.4228925704956055, + "loss": 0.0515, + "rewards/accuracies": 0.731249988079071, + "rewards/chosen": -4.5941009521484375, + "rewards/margins": 0.828791618347168, + "rewards/rejected": -5.4228925704956055, + "sft_loss": 4.3245368003845215, + "step": 2785 + }, + { + "epoch": 1.4932262920220774, + "grad_norm": 0.5843407203787223, + "learning_rate": 5.906047197571541e-07, + "logits/chosen": -0.5601950287818909, + "logits/rejected": -0.6335816979408264, + "logps/chosen": -4.622066020965576, + "logps/rejected": -5.09460973739624, + "loss": 0.054, + "rewards/accuracies": 0.612500011920929, + "rewards/chosen": -4.622066020965576, + "rewards/margins": 0.4725441336631775, + "rewards/rejected": -5.09460973739624, + "sft_loss": 4.3805437088012695, + "step": 2790 + }, + { + "epoch": 1.4959023248034788, + "grad_norm": 0.5774938255693773, + "learning_rate": 5.890726635828919e-07, + "logits/chosen": -0.5170835256576538, + "logits/rejected": -0.5625238418579102, + "logps/chosen": -4.416979789733887, + "logps/rejected": -4.956758975982666, + "loss": 0.0531, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -4.416979789733887, + "rewards/margins": 0.539779007434845, + "rewards/rejected": -4.956758975982666, + "sft_loss": 4.20320463180542, + "step": 2795 + }, + { + "epoch": 1.4985783575848803, + "grad_norm": 0.5595353471210672, + "learning_rate": 5.875397432252569e-07, + "logits/chosen": -0.6986640691757202, + "logits/rejected": -0.6899408102035522, + "logps/chosen": -4.487471580505371, + "logps/rejected": -5.051347255706787, + "loss": 0.0513, + "rewards/accuracies": 0.6937500238418579, + "rewards/chosen": -4.487471580505371, + "rewards/margins": 0.5638760328292847, + "rewards/rejected": -5.051347255706787, + "sft_loss": 4.179348468780518, + "step": 2800 + }, + { + "epoch": 1.4985783575848803, + "eval_logits/chosen": -0.2576724588871002, + "eval_logits/rejected": -0.17293211817741394, + "eval_logps/chosen": -4.4932732582092285, + "eval_logps/rejected": -5.13569974899292, + "eval_loss": 0.05055845528841019, + "eval_rewards/accuracies": 0.6817507147789001, + "eval_rewards/chosen": -4.4932732582092285, + "eval_rewards/margins": 0.6424273252487183, + "eval_rewards/rejected": -5.13569974899292, + "eval_runtime": 43.9283, + "eval_samples_per_second": 30.618, + "eval_sft_loss": 4.150156497955322, + "eval_steps_per_second": 7.672, + "step": 2800 + }, + { + "epoch": 1.5012543903662818, + "grad_norm": 0.768983230997841, + "learning_rate": 5.860059735566491e-07, + "logits/chosen": -0.9295442700386047, + "logits/rejected": -0.7197269201278687, + "logps/chosen": -4.4977641105651855, + "logps/rejected": -5.085012435913086, + "loss": 0.052, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.4977641105651855, + "rewards/margins": 0.587248682975769, + "rewards/rejected": -5.085012435913086, + "sft_loss": 4.269857406616211, + "step": 2805 + }, + { + "epoch": 1.5039304231476835, + "grad_norm": 0.6637208426197561, + "learning_rate": 5.844713694577087e-07, + "logits/chosen": -0.66325843334198, + "logits/rejected": -0.5970256924629211, + "logps/chosen": -4.535934925079346, + "logps/rejected": -5.195251941680908, + "loss": 0.0514, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -4.535934925079346, + "rewards/margins": 0.6593173146247864, + "rewards/rejected": -5.195251941680908, + "sft_loss": 4.343783378601074, + "step": 2810 + }, + { + "epoch": 1.5066064559290853, + "grad_norm": 0.8015889363748395, + "learning_rate": 5.829359458171714e-07, + "logits/chosen": -0.6388770937919617, + "logits/rejected": -0.5585208535194397, + "logps/chosen": -4.257367134094238, + "logps/rejected": -5.059530735015869, + "loss": 0.0505, + "rewards/accuracies": 0.762499988079071, + "rewards/chosen": -4.257367134094238, + "rewards/margins": 0.8021625280380249, + "rewards/rejected": -5.059530735015869, + "sft_loss": 4.100651741027832, + "step": 2815 + }, + { + "epoch": 1.5092824887104868, + "grad_norm": 0.821817257528352, + "learning_rate": 5.81399717531724e-07, + "logits/chosen": -0.691882312297821, + "logits/rejected": -0.5029860734939575, + "logps/chosen": -4.201731204986572, + "logps/rejected": -4.800837516784668, + "loss": 0.0527, + "rewards/accuracies": 0.6875, + "rewards/chosen": -4.201731204986572, + "rewards/margins": 0.5991066694259644, + "rewards/rejected": -4.800837516784668, + "sft_loss": 4.004908084869385, + "step": 2820 + }, + { + "epoch": 1.5119585214918883, + "grad_norm": 0.5884059335614251, + "learning_rate": 5.798626995058602e-07, + "logits/chosen": -0.8955677151679993, + "logits/rejected": -0.6793142557144165, + "logps/chosen": -4.418914794921875, + "logps/rejected": -5.227511405944824, + "loss": 0.0516, + "rewards/accuracies": 0.75, + "rewards/chosen": -4.418914794921875, + "rewards/margins": 0.808597207069397, + "rewards/rejected": -5.227511405944824, + "sft_loss": 4.196443557739258, + "step": 2825 + }, + { + "epoch": 1.51463455427329, + "grad_norm": 0.5937357282897382, + "learning_rate": 5.783249066517354e-07, + "logits/chosen": -0.7414668798446655, + "logits/rejected": -0.7135878801345825, + "logps/chosen": -4.4636054039001465, + "logps/rejected": -5.124371528625488, + "loss": 0.0495, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.4636054039001465, + "rewards/margins": 0.6607660055160522, + "rewards/rejected": -5.124371528625488, + "sft_loss": 4.119414329528809, + "step": 2830 + }, + { + "epoch": 1.5173105870546915, + "grad_norm": 0.44498445784467033, + "learning_rate": 5.767863538890228e-07, + "logits/chosen": -0.7979896664619446, + "logits/rejected": -0.6582103967666626, + "logps/chosen": -4.36227560043335, + "logps/rejected": -5.178773880004883, + "loss": 0.0511, + "rewards/accuracies": 0.731249988079071, + "rewards/chosen": -4.36227560043335, + "rewards/margins": 0.8164981603622437, + "rewards/rejected": -5.178773880004883, + "sft_loss": 4.110637187957764, + "step": 2835 + }, + { + "epoch": 1.519986619836093, + "grad_norm": 0.5440672665662433, + "learning_rate": 5.75247056144768e-07, + "logits/chosen": -0.7303460240364075, + "logits/rejected": -0.7098056674003601, + "logps/chosen": -4.405373573303223, + "logps/rejected": -4.896122455596924, + "loss": 0.0534, + "rewards/accuracies": 0.643750011920929, + "rewards/chosen": -4.405373573303223, + "rewards/margins": 0.49074921011924744, + "rewards/rejected": -4.896122455596924, + "sft_loss": 4.130322456359863, + "step": 2840 + }, + { + "epoch": 1.5226626526174947, + "grad_norm": 0.4417864165021903, + "learning_rate": 5.737070283532444e-07, + "logits/chosen": -0.8585020899772644, + "logits/rejected": -0.7397746443748474, + "logps/chosen": -4.672549247741699, + "logps/rejected": -5.209013938903809, + "loss": 0.053, + "rewards/accuracies": 0.668749988079071, + "rewards/chosen": -4.672549247741699, + "rewards/margins": 0.5364635586738586, + "rewards/rejected": -5.209013938903809, + "sft_loss": 4.422049522399902, + "step": 2845 + }, + { + "epoch": 1.5253386853988962, + "grad_norm": 0.6708033380316883, + "learning_rate": 5.721662854558084e-07, + "logits/chosen": -0.8504046201705933, + "logits/rejected": -0.803429901599884, + "logps/chosen": -4.534087181091309, + "logps/rejected": -5.290635585784912, + "loss": 0.0503, + "rewards/accuracies": 0.768750011920929, + "rewards/chosen": -4.534087181091309, + "rewards/margins": 0.7565481066703796, + "rewards/rejected": -5.290635585784912, + "sft_loss": 4.170504570007324, + "step": 2850 + }, + { + "epoch": 1.5280147181802977, + "grad_norm": 0.5434085857536741, + "learning_rate": 5.706248424007545e-07, + "logits/chosen": -0.8644043207168579, + "logits/rejected": -0.653121829032898, + "logps/chosen": -4.300144672393799, + "logps/rejected": -4.864175796508789, + "loss": 0.052, + "rewards/accuracies": 0.706250011920929, + "rewards/chosen": -4.300144672393799, + "rewards/margins": 0.5640307664871216, + "rewards/rejected": -4.864175796508789, + "sft_loss": 4.084044456481934, + "step": 2855 + }, + { + "epoch": 1.5306907509616994, + "grad_norm": 0.4363012859825485, + "learning_rate": 5.690827141431699e-07, + "logits/chosen": -0.903763473033905, + "logits/rejected": -0.6830427050590515, + "logps/chosen": -4.534507751464844, + "logps/rejected": -5.026754379272461, + "loss": 0.0517, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.534507751464844, + "rewards/margins": 0.4922458529472351, + "rewards/rejected": -5.026754379272461, + "sft_loss": 4.220981121063232, + "step": 2860 + }, + { + "epoch": 1.5333667837431009, + "grad_norm": 0.7916839888433597, + "learning_rate": 5.675399156447897e-07, + "logits/chosen": -0.8549512028694153, + "logits/rejected": -0.7020593881607056, + "logps/chosen": -4.545232772827148, + "logps/rejected": -5.0495147705078125, + "loss": 0.0531, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -4.545232772827148, + "rewards/margins": 0.5042813420295715, + "rewards/rejected": -5.0495147705078125, + "sft_loss": 4.266694068908691, + "step": 2865 + }, + { + "epoch": 1.5360428165245024, + "grad_norm": 0.5390968937670435, + "learning_rate": 5.659964618738515e-07, + "logits/chosen": -0.7600046396255493, + "logits/rejected": -0.6426360011100769, + "logps/chosen": -4.455992698669434, + "logps/rejected": -5.1160993576049805, + "loss": 0.0508, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -4.455992698669434, + "rewards/margins": 0.6601068377494812, + "rewards/rejected": -5.1160993576049805, + "sft_loss": 4.049184322357178, + "step": 2870 + }, + { + "epoch": 1.538718849305904, + "grad_norm": 0.5207081742722265, + "learning_rate": 5.644523678049509e-07, + "logits/chosen": -0.7210767269134521, + "logits/rejected": -0.6467476487159729, + "logps/chosen": -4.41653299331665, + "logps/rejected": -4.965178489685059, + "loss": 0.0504, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -4.41653299331665, + "rewards/margins": 0.5486454963684082, + "rewards/rejected": -4.965178489685059, + "sft_loss": 3.9591877460479736, + "step": 2875 + }, + { + "epoch": 1.5413948820873056, + "grad_norm": 0.754243559002919, + "learning_rate": 5.629076484188952e-07, + "logits/chosen": -0.5206449031829834, + "logits/rejected": -0.43926820158958435, + "logps/chosen": -4.605841636657715, + "logps/rejected": -5.2476396560668945, + "loss": 0.0521, + "rewards/accuracies": 0.65625, + "rewards/chosen": -4.605841636657715, + "rewards/margins": 0.6417974233627319, + "rewards/rejected": -5.2476396560668945, + "sft_loss": 4.207988262176514, + "step": 2880 + }, + { + "epoch": 1.544070914868707, + "grad_norm": 0.4468744859117235, + "learning_rate": 5.613623187025587e-07, + "logits/chosen": -0.7043927311897278, + "logits/rejected": -0.6246447563171387, + "logps/chosen": -4.531125545501709, + "logps/rejected": -5.215548992156982, + "loss": 0.0511, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -4.531125545501709, + "rewards/margins": 0.68442302942276, + "rewards/rejected": -5.215548992156982, + "sft_loss": 4.1478352546691895, + "step": 2885 + }, + { + "epoch": 1.5467469476501088, + "grad_norm": 0.5475211187345611, + "learning_rate": 5.598163936487369e-07, + "logits/chosen": -0.6709910035133362, + "logits/rejected": -0.5131962299346924, + "logps/chosen": -4.403019428253174, + "logps/rejected": -5.154913425445557, + "loss": 0.0512, + "rewards/accuracies": 0.71875, + "rewards/chosen": -4.403019428253174, + "rewards/margins": 0.7518946528434753, + "rewards/rejected": -5.154913425445557, + "sft_loss": 4.077244758605957, + "step": 2890 + }, + { + "epoch": 1.5494229804315103, + "grad_norm": 0.48649288414648467, + "learning_rate": 5.582698882560017e-07, + "logits/chosen": -0.5866044759750366, + "logits/rejected": -0.4063977301120758, + "logps/chosen": -4.6435089111328125, + "logps/rejected": -5.319693565368652, + "loss": 0.0527, + "rewards/accuracies": 0.668749988079071, + "rewards/chosen": -4.6435089111328125, + "rewards/margins": 0.6761849522590637, + "rewards/rejected": -5.319693565368652, + "sft_loss": 4.325295448303223, + "step": 2895 + }, + { + "epoch": 1.5520990132129118, + "grad_norm": 0.6173505156011603, + "learning_rate": 5.567228175285549e-07, + "logits/chosen": -0.477353036403656, + "logits/rejected": -0.4176778793334961, + "logps/chosen": -4.330788612365723, + "logps/rejected": -5.041531562805176, + "loss": 0.0492, + "rewards/accuracies": 0.6937500238418579, + "rewards/chosen": -4.330788612365723, + "rewards/margins": 0.7107427716255188, + "rewards/rejected": -5.041531562805176, + "sft_loss": 3.901872158050537, + "step": 2900 + }, + { + "epoch": 1.5547750459943135, + "grad_norm": 0.6301059988922334, + "learning_rate": 5.551751964760838e-07, + "logits/chosen": -0.4368586540222168, + "logits/rejected": -0.4734298288822174, + "logps/chosen": -4.526708602905273, + "logps/rejected": -5.055941581726074, + "loss": 0.0524, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.526708602905273, + "rewards/margins": 0.529233455657959, + "rewards/rejected": -5.055941581726074, + "sft_loss": 4.226334571838379, + "step": 2905 + }, + { + "epoch": 1.557451078775715, + "grad_norm": 0.4399652694603445, + "learning_rate": 5.536270401136145e-07, + "logits/chosen": -0.5751160383224487, + "logits/rejected": -0.4912167191505432, + "logps/chosen": -4.352970600128174, + "logps/rejected": -4.974688529968262, + "loss": 0.0505, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -4.352970600128174, + "rewards/margins": 0.621717095375061, + "rewards/rejected": -4.974688529968262, + "sft_loss": 4.020804405212402, + "step": 2910 + }, + { + "epoch": 1.5601271115571165, + "grad_norm": 0.530012826816097, + "learning_rate": 5.520783634613667e-07, + "logits/chosen": -0.45896950364112854, + "logits/rejected": -0.2448553591966629, + "logps/chosen": -4.597033500671387, + "logps/rejected": -5.2001471519470215, + "loss": 0.0517, + "rewards/accuracies": 0.668749988079071, + "rewards/chosen": -4.597033500671387, + "rewards/margins": 0.6031134724617004, + "rewards/rejected": -5.2001471519470215, + "sft_loss": 4.241999626159668, + "step": 2915 + }, + { + "epoch": 1.5628031443385182, + "grad_norm": 1.465870477887042, + "learning_rate": 5.505291815446082e-07, + "logits/chosen": -0.5133945345878601, + "logits/rejected": -0.40424662828445435, + "logps/chosen": -4.378600120544434, + "logps/rejected": -5.0904035568237305, + "loss": 0.0523, + "rewards/accuracies": 0.731249988079071, + "rewards/chosen": -4.378600120544434, + "rewards/margins": 0.71180260181427, + "rewards/rejected": -5.0904035568237305, + "sft_loss": 4.154856204986572, + "step": 2920 + }, + { + "epoch": 1.5654791771199197, + "grad_norm": 0.5803605093266383, + "learning_rate": 5.489795093935089e-07, + "logits/chosen": -0.46809881925582886, + "logits/rejected": -0.38210025429725647, + "logps/chosen": -4.535780429840088, + "logps/rejected": -5.164534568786621, + "loss": 0.0514, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -4.535780429840088, + "rewards/margins": 0.6287539601325989, + "rewards/rejected": -5.164534568786621, + "sft_loss": 4.194882392883301, + "step": 2925 + }, + { + "epoch": 1.5681552099013212, + "grad_norm": 0.4478023247588819, + "learning_rate": 5.474293620429946e-07, + "logits/chosen": -0.6563531160354614, + "logits/rejected": -0.49145808815956116, + "logps/chosen": -4.50363302230835, + "logps/rejected": -5.435848236083984, + "loss": 0.0501, + "rewards/accuracies": 0.71875, + "rewards/chosen": -4.50363302230835, + "rewards/margins": 0.9322155117988586, + "rewards/rejected": -5.435848236083984, + "sft_loss": 4.1722307205200195, + "step": 2930 + }, + { + "epoch": 1.570831242682723, + "grad_norm": 0.5590239470097637, + "learning_rate": 5.458787545326018e-07, + "logits/chosen": -0.6394512057304382, + "logits/rejected": -0.5258924961090088, + "logps/chosen": -4.511829376220703, + "logps/rejected": -5.0560808181762695, + "loss": 0.0532, + "rewards/accuracies": 0.668749988079071, + "rewards/chosen": -4.511829376220703, + "rewards/margins": 0.5442512035369873, + "rewards/rejected": -5.0560808181762695, + "sft_loss": 4.22859001159668, + "step": 2935 + }, + { + "epoch": 1.5735072754641244, + "grad_norm": 0.5089043258820021, + "learning_rate": 5.443277019063311e-07, + "logits/chosen": -0.623425304889679, + "logits/rejected": -0.485008180141449, + "logps/chosen": -4.466963768005371, + "logps/rejected": -5.209366321563721, + "loss": 0.0517, + "rewards/accuracies": 0.706250011920929, + "rewards/chosen": -4.466963768005371, + "rewards/margins": 0.7424025535583496, + "rewards/rejected": -5.209366321563721, + "sft_loss": 4.249908447265625, + "step": 2940 + }, + { + "epoch": 1.5761833082455259, + "grad_norm": 1.0036333777326483, + "learning_rate": 5.427762192125023e-07, + "logits/chosen": -0.5547440052032471, + "logits/rejected": -0.46942177414894104, + "logps/chosen": -4.215888023376465, + "logps/rejected": -4.870157718658447, + "loss": 0.0515, + "rewards/accuracies": 0.706250011920929, + "rewards/chosen": -4.215888023376465, + "rewards/margins": 0.6542699337005615, + "rewards/rejected": -4.870157718658447, + "sft_loss": 3.8963356018066406, + "step": 2945 + }, + { + "epoch": 1.5788593410269276, + "grad_norm": 0.6082716686519534, + "learning_rate": 5.41224321503607e-07, + "logits/chosen": -0.615654468536377, + "logits/rejected": -0.34824177622795105, + "logps/chosen": -4.432827949523926, + "logps/rejected": -5.264912128448486, + "loss": 0.0507, + "rewards/accuracies": 0.7437499761581421, + "rewards/chosen": -4.432827949523926, + "rewards/margins": 0.8320847749710083, + "rewards/rejected": -5.264912128448486, + "sft_loss": 4.204735279083252, + "step": 2950 + }, + { + "epoch": 1.5815353738083293, + "grad_norm": 0.790082231714183, + "learning_rate": 5.396720238361637e-07, + "logits/chosen": -0.581564724445343, + "logits/rejected": -0.4562462270259857, + "logps/chosen": -4.6167497634887695, + "logps/rejected": -5.168881893157959, + "loss": 0.0519, + "rewards/accuracies": 0.65625, + "rewards/chosen": -4.6167497634887695, + "rewards/margins": 0.5521320700645447, + "rewards/rejected": -5.168881893157959, + "sft_loss": 4.3020734786987305, + "step": 2955 + }, + { + "epoch": 1.5842114065897306, + "grad_norm": 0.7409971306533258, + "learning_rate": 5.381193412705711e-07, + "logits/chosen": -0.6942346692085266, + "logits/rejected": -0.5436898469924927, + "logps/chosen": -4.458543300628662, + "logps/rejected": -5.094224452972412, + "loss": 0.0518, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.458543300628662, + "rewards/margins": 0.63568115234375, + "rewards/rejected": -5.094224452972412, + "sft_loss": 4.1265668869018555, + "step": 2960 + }, + { + "epoch": 1.5868874393711323, + "grad_norm": 0.43937386822640034, + "learning_rate": 5.365662888709622e-07, + "logits/chosen": -0.6356379985809326, + "logits/rejected": -0.48853403329849243, + "logps/chosen": -4.4219865798950195, + "logps/rejected": -5.067595958709717, + "loss": 0.0519, + "rewards/accuracies": 0.706250011920929, + "rewards/chosen": -4.4219865798950195, + "rewards/margins": 0.6456089615821838, + "rewards/rejected": -5.067595958709717, + "sft_loss": 4.14740514755249, + "step": 2965 + }, + { + "epoch": 1.589563472152534, + "grad_norm": 0.4882088431216468, + "learning_rate": 5.350128817050585e-07, + "logits/chosen": -0.6768869161605835, + "logits/rejected": -0.49296027421951294, + "logps/chosen": -4.4894700050354, + "logps/rejected": -5.249065399169922, + "loss": 0.0506, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.4894700050354, + "rewards/margins": 0.7595952749252319, + "rewards/rejected": -5.249065399169922, + "sft_loss": 4.124958515167236, + "step": 2970 + }, + { + "epoch": 1.5922395049339353, + "grad_norm": 0.7357666157407255, + "learning_rate": 5.334591348440229e-07, + "logits/chosen": -0.6499765515327454, + "logits/rejected": -0.49098148941993713, + "logps/chosen": -4.480090141296387, + "logps/rejected": -5.1628313064575195, + "loss": 0.0522, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -4.480090141296387, + "rewards/margins": 0.6827414035797119, + "rewards/rejected": -5.1628313064575195, + "sft_loss": 4.206170558929443, + "step": 2975 + }, + { + "epoch": 1.594915537715337, + "grad_norm": 0.46193921490301953, + "learning_rate": 5.319050633623141e-07, + "logits/chosen": -0.7076265215873718, + "logits/rejected": -0.5210967659950256, + "logps/chosen": -4.467806816101074, + "logps/rejected": -5.050066947937012, + "loss": 0.0521, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -4.467806816101074, + "rewards/margins": 0.5822607278823853, + "rewards/rejected": -5.050066947937012, + "sft_loss": 4.146100044250488, + "step": 2980 + }, + { + "epoch": 1.5975915704967387, + "grad_norm": 0.4814929534898333, + "learning_rate": 5.303506823375409e-07, + "logits/chosen": -0.7259056568145752, + "logits/rejected": -0.5022546648979187, + "logps/chosen": -4.393611907958984, + "logps/rejected": -5.1992363929748535, + "loss": 0.0507, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.393611907958984, + "rewards/margins": 0.8056240081787109, + "rewards/rejected": -5.1992363929748535, + "sft_loss": 4.143006801605225, + "step": 2985 + }, + { + "epoch": 1.60026760327814, + "grad_norm": 0.4446825637324848, + "learning_rate": 5.287960068503143e-07, + "logits/chosen": -0.715182363986969, + "logits/rejected": -0.5113447904586792, + "logps/chosen": -4.382565021514893, + "logps/rejected": -5.109246253967285, + "loss": 0.0515, + "rewards/accuracies": 0.7250000238418579, + "rewards/chosen": -4.382565021514893, + "rewards/margins": 0.726681113243103, + "rewards/rejected": -5.109246253967285, + "sft_loss": 4.164192199707031, + "step": 2990 + }, + { + "epoch": 1.6029436360595417, + "grad_norm": 0.5996440568914445, + "learning_rate": 5.272410519841032e-07, + "logits/chosen": -0.5031524896621704, + "logits/rejected": -0.4284706711769104, + "logps/chosen": -4.4230217933654785, + "logps/rejected": -5.265072345733643, + "loss": 0.0498, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -4.4230217933654785, + "rewards/margins": 0.8420506715774536, + "rewards/rejected": -5.265072345733643, + "sft_loss": 4.037542343139648, + "step": 2995 + }, + { + "epoch": 1.6056196688409434, + "grad_norm": 0.5391392676271535, + "learning_rate": 5.256858328250861e-07, + "logits/chosen": -0.6340783834457397, + "logits/rejected": -0.423819363117218, + "logps/chosen": -4.520924091339111, + "logps/rejected": -5.115809440612793, + "loss": 0.0513, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.520924091339111, + "rewards/margins": 0.5948851704597473, + "rewards/rejected": -5.115809440612793, + "sft_loss": 4.174069881439209, + "step": 3000 + }, + { + "epoch": 1.608295701622345, + "grad_norm": 0.8379306755066839, + "learning_rate": 5.241303644620063e-07, + "logits/chosen": -0.7196758985519409, + "logits/rejected": -0.48901844024658203, + "logps/chosen": -4.500253200531006, + "logps/rejected": -4.98700475692749, + "loss": 0.0537, + "rewards/accuracies": 0.668749988079071, + "rewards/chosen": -4.500253200531006, + "rewards/margins": 0.4867522120475769, + "rewards/rejected": -4.98700475692749, + "sft_loss": 4.1780219078063965, + "step": 3005 + }, + { + "epoch": 1.6109717344037464, + "grad_norm": 0.4655577368767824, + "learning_rate": 5.225746619860248e-07, + "logits/chosen": -0.7154421806335449, + "logits/rejected": -0.5863774418830872, + "logps/chosen": -4.440865516662598, + "logps/rejected": -5.217991828918457, + "loss": 0.053, + "rewards/accuracies": 0.6875, + "rewards/chosen": -4.440865516662598, + "rewards/margins": 0.7771264314651489, + "rewards/rejected": -5.217991828918457, + "sft_loss": 4.147049903869629, + "step": 3010 + }, + { + "epoch": 1.6136477671851481, + "grad_norm": 0.4660757476109834, + "learning_rate": 5.210187404905735e-07, + "logits/chosen": -0.5504111647605896, + "logits/rejected": -0.48893022537231445, + "logps/chosen": -4.7645158767700195, + "logps/rejected": -5.19139289855957, + "loss": 0.0532, + "rewards/accuracies": 0.6312500238418579, + "rewards/chosen": -4.7645158767700195, + "rewards/margins": 0.4268765449523926, + "rewards/rejected": -5.19139289855957, + "sft_loss": 4.44781494140625, + "step": 3015 + }, + { + "epoch": 1.6163237999665496, + "grad_norm": 0.3871637628506248, + "learning_rate": 5.194626150712098e-07, + "logits/chosen": -0.7384278774261475, + "logits/rejected": -0.6122447848320007, + "logps/chosen": -4.537661075592041, + "logps/rejected": -5.120093822479248, + "loss": 0.0527, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.537661075592041, + "rewards/margins": 0.5824323892593384, + "rewards/rejected": -5.120093822479248, + "sft_loss": 4.368290901184082, + "step": 3020 + }, + { + "epoch": 1.6189998327479511, + "grad_norm": 0.4037726105537447, + "learning_rate": 5.179063008254695e-07, + "logits/chosen": -0.6896153092384338, + "logits/rejected": -0.4879343509674072, + "logps/chosen": -4.333171367645264, + "logps/rejected": -4.875120639801025, + "loss": 0.0518, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.333171367645264, + "rewards/margins": 0.5419489145278931, + "rewards/rejected": -4.875120639801025, + "sft_loss": 4.054774761199951, + "step": 3025 + }, + { + "epoch": 1.6216758655293528, + "grad_norm": 0.6217082596751843, + "learning_rate": 5.163498128527199e-07, + "logits/chosen": -0.6020374298095703, + "logits/rejected": -0.46034756302833557, + "logps/chosen": -4.333188056945801, + "logps/rejected": -4.944770812988281, + "loss": 0.0515, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.333188056945801, + "rewards/margins": 0.611582338809967, + "rewards/rejected": -4.944770812988281, + "sft_loss": 4.070063591003418, + "step": 3030 + }, + { + "epoch": 1.6243518983107543, + "grad_norm": 0.5262751016496414, + "learning_rate": 5.147931662540144e-07, + "logits/chosen": -0.5743936896324158, + "logits/rejected": -0.4724980294704437, + "logps/chosen": -4.352665901184082, + "logps/rejected": -4.921462535858154, + "loss": 0.0505, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.352665901184082, + "rewards/margins": 0.5687968134880066, + "rewards/rejected": -4.921462535858154, + "sft_loss": 4.013000965118408, + "step": 3035 + }, + { + "epoch": 1.6270279310921558, + "grad_norm": 0.6059579771244825, + "learning_rate": 5.132363761319449e-07, + "logits/chosen": -0.7480147480964661, + "logits/rejected": -0.6982057690620422, + "logps/chosen": -4.525022506713867, + "logps/rejected": -5.196837425231934, + "loss": 0.0514, + "rewards/accuracies": 0.65625, + "rewards/chosen": -4.525022506713867, + "rewards/margins": 0.6718145608901978, + "rewards/rejected": -5.196837425231934, + "sft_loss": 4.182358741760254, + "step": 3040 + }, + { + "epoch": 1.6297039638735575, + "grad_norm": 0.7560128571308733, + "learning_rate": 5.116794575904962e-07, + "logits/chosen": -0.5923138856887817, + "logits/rejected": -0.5394676923751831, + "logps/chosen": -4.500862121582031, + "logps/rejected": -5.164424419403076, + "loss": 0.0506, + "rewards/accuracies": 0.706250011920929, + "rewards/chosen": -4.500862121582031, + "rewards/margins": 0.6635624170303345, + "rewards/rejected": -5.164424419403076, + "sft_loss": 4.127222061157227, + "step": 3045 + }, + { + "epoch": 1.632379996654959, + "grad_norm": 0.39703076849796204, + "learning_rate": 5.101224257348987e-07, + "logits/chosen": -0.6253441572189331, + "logits/rejected": -0.5251750946044922, + "logps/chosen": -4.559195518493652, + "logps/rejected": -5.241268157958984, + "loss": 0.0506, + "rewards/accuracies": 0.668749988079071, + "rewards/chosen": -4.559195518493652, + "rewards/margins": 0.6820730566978455, + "rewards/rejected": -5.241268157958984, + "sft_loss": 4.102574348449707, + "step": 3050 + }, + { + "epoch": 1.6350560294363605, + "grad_norm": 0.43989357842306076, + "learning_rate": 5.085652956714823e-07, + "logits/chosen": -0.7432211637496948, + "logits/rejected": -0.5417572855949402, + "logps/chosen": -4.619542598724365, + "logps/rejected": -5.228615760803223, + "loss": 0.0529, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -4.619542598724365, + "rewards/margins": 0.6090730428695679, + "rewards/rejected": -5.228615760803223, + "sft_loss": 4.360207557678223, + "step": 3055 + }, + { + "epoch": 1.6377320622177622, + "grad_norm": 0.44075806779111804, + "learning_rate": 5.070080825075298e-07, + "logits/chosen": -0.5573010444641113, + "logits/rejected": -0.37539201974868774, + "logps/chosen": -4.312080383300781, + "logps/rejected": -5.0412750244140625, + "loss": 0.0519, + "rewards/accuracies": 0.668749988079071, + "rewards/chosen": -4.312080383300781, + "rewards/margins": 0.7291947603225708, + "rewards/rejected": -5.0412750244140625, + "sft_loss": 4.037957191467285, + "step": 3060 + }, + { + "epoch": 1.6404080949991637, + "grad_norm": 0.5272575555335578, + "learning_rate": 5.0545080135113e-07, + "logits/chosen": -0.5241907238960266, + "logits/rejected": -0.4427323341369629, + "logps/chosen": -4.395872592926025, + "logps/rejected": -5.07017707824707, + "loss": 0.0528, + "rewards/accuracies": 0.643750011920929, + "rewards/chosen": -4.395872592926025, + "rewards/margins": 0.6743049621582031, + "rewards/rejected": -5.07017707824707, + "sft_loss": 4.139717102050781, + "step": 3065 + }, + { + "epoch": 1.6430841277805652, + "grad_norm": 0.5559871804749301, + "learning_rate": 5.038934673110316e-07, + "logits/chosen": -0.6505641937255859, + "logits/rejected": -0.5425621271133423, + "logps/chosen": -4.486371040344238, + "logps/rejected": -5.178048610687256, + "loss": 0.052, + "rewards/accuracies": 0.643750011920929, + "rewards/chosen": -4.486371040344238, + "rewards/margins": 0.6916787028312683, + "rewards/rejected": -5.178048610687256, + "sft_loss": 4.203831672668457, + "step": 3070 + }, + { + "epoch": 1.645760160561967, + "grad_norm": 0.4182529948232291, + "learning_rate": 5.023360954964963e-07, + "logits/chosen": -0.7273457050323486, + "logits/rejected": -0.6802915930747986, + "logps/chosen": -4.684045314788818, + "logps/rejected": -5.266082286834717, + "loss": 0.0521, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.684045314788818, + "rewards/margins": 0.5820373296737671, + "rewards/rejected": -5.266082286834717, + "sft_loss": 4.290963649749756, + "step": 3075 + }, + { + "epoch": 1.6484361933433684, + "grad_norm": 0.4147006496703341, + "learning_rate": 5.007787010171524e-07, + "logits/chosen": -0.775445282459259, + "logits/rejected": -0.5694190263748169, + "logps/chosen": -4.3551249504089355, + "logps/rejected": -5.173240661621094, + "loss": 0.0504, + "rewards/accuracies": 0.7749999761581421, + "rewards/chosen": -4.3551249504089355, + "rewards/margins": 0.8181155920028687, + "rewards/rejected": -5.173240661621094, + "sft_loss": 4.108549118041992, + "step": 3080 + }, + { + "epoch": 1.65111222612477, + "grad_norm": 0.3045952783005783, + "learning_rate": 4.992212989828477e-07, + "logits/chosen": -0.6025485992431641, + "logits/rejected": -0.5876261591911316, + "logps/chosen": -4.600819110870361, + "logps/rejected": -5.143906593322754, + "loss": 0.0525, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -4.600819110870361, + "rewards/margins": 0.5430876612663269, + "rewards/rejected": -5.143906593322754, + "sft_loss": 4.310132026672363, + "step": 3085 + }, + { + "epoch": 1.6537882589061716, + "grad_norm": 0.540673347551131, + "learning_rate": 4.976639045035036e-07, + "logits/chosen": -0.5635827779769897, + "logits/rejected": -0.5256134271621704, + "logps/chosen": -4.392816543579102, + "logps/rejected": -4.900942802429199, + "loss": 0.0529, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -4.392816543579102, + "rewards/margins": 0.5081263780593872, + "rewards/rejected": -4.900942802429199, + "sft_loss": 4.163025856018066, + "step": 3090 + }, + { + "epoch": 1.6564642916875731, + "grad_norm": 0.7200415092163559, + "learning_rate": 4.961065326889683e-07, + "logits/chosen": -0.6170357465744019, + "logits/rejected": -0.45310425758361816, + "logps/chosen": -4.459501266479492, + "logps/rejected": -5.003754138946533, + "loss": 0.0531, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.459501266479492, + "rewards/margins": 0.544252872467041, + "rewards/rejected": -5.003754138946533, + "sft_loss": 4.138365268707275, + "step": 3095 + }, + { + "epoch": 1.6591403244689746, + "grad_norm": 0.45647313442948984, + "learning_rate": 4.9454919864887e-07, + "logits/chosen": -0.7191554307937622, + "logits/rejected": -0.6085395812988281, + "logps/chosen": -4.476665496826172, + "logps/rejected": -5.1111249923706055, + "loss": 0.0519, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.476665496826172, + "rewards/margins": 0.634459376335144, + "rewards/rejected": -5.1111249923706055, + "sft_loss": 4.225938320159912, + "step": 3100 + }, + { + "epoch": 1.6618163572503764, + "grad_norm": 0.5788266893138243, + "learning_rate": 4.929919174924701e-07, + "logits/chosen": -0.7438724637031555, + "logits/rejected": -0.49867621064186096, + "logps/chosen": -4.484989166259766, + "logps/rejected": -5.13234281539917, + "loss": 0.0523, + "rewards/accuracies": 0.75, + "rewards/chosen": -4.484989166259766, + "rewards/margins": 0.6473537087440491, + "rewards/rejected": -5.13234281539917, + "sft_loss": 4.27896785736084, + "step": 3105 + }, + { + "epoch": 1.6644923900317778, + "grad_norm": 0.4575082397926408, + "learning_rate": 4.914347043285177e-07, + "logits/chosen": -0.5735903978347778, + "logits/rejected": -0.4313809275627136, + "logps/chosen": -4.549923419952393, + "logps/rejected": -5.196960926055908, + "loss": 0.0508, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -4.549923419952393, + "rewards/margins": 0.6470370292663574, + "rewards/rejected": -5.196960926055908, + "sft_loss": 4.106003761291504, + "step": 3110 + }, + { + "epoch": 1.6671684228131793, + "grad_norm": 0.5661296376240132, + "learning_rate": 4.898775742651013e-07, + "logits/chosen": -0.49922671914100647, + "logits/rejected": -0.3821621835231781, + "logps/chosen": -4.460130214691162, + "logps/rejected": -5.07846212387085, + "loss": 0.0511, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.460130214691162, + "rewards/margins": 0.6183321475982666, + "rewards/rejected": -5.07846212387085, + "sft_loss": 4.051510810852051, + "step": 3115 + }, + { + "epoch": 1.669844455594581, + "grad_norm": 0.5038668419054537, + "learning_rate": 4.883205424095037e-07, + "logits/chosen": -0.6256593465805054, + "logits/rejected": -0.4619271159172058, + "logps/chosen": -4.252190589904785, + "logps/rejected": -5.054263114929199, + "loss": 0.051, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.252190589904785, + "rewards/margins": 0.8020722270011902, + "rewards/rejected": -5.054263114929199, + "sft_loss": 3.9893879890441895, + "step": 3120 + }, + { + "epoch": 1.6725204883759828, + "grad_norm": 0.5153425298726638, + "learning_rate": 4.86763623868055e-07, + "logits/chosen": -0.551916241645813, + "logits/rejected": -0.42506498098373413, + "logps/chosen": -4.627806186676025, + "logps/rejected": -5.251055717468262, + "loss": 0.0517, + "rewards/accuracies": 0.6875, + "rewards/chosen": -4.627806186676025, + "rewards/margins": 0.6232494115829468, + "rewards/rejected": -5.251055717468262, + "sft_loss": 4.246230602264404, + "step": 3125 + }, + { + "epoch": 1.675196521157384, + "grad_norm": 0.3997125689536002, + "learning_rate": 4.852068337459856e-07, + "logits/chosen": -0.459419310092926, + "logits/rejected": -0.2802503705024719, + "logps/chosen": -4.408881664276123, + "logps/rejected": -5.176243782043457, + "loss": 0.0504, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -4.408881664276123, + "rewards/margins": 0.7673624157905579, + "rewards/rejected": -5.176243782043457, + "sft_loss": 4.061155796051025, + "step": 3130 + }, + { + "epoch": 1.6778725539387858, + "grad_norm": 0.46776480880751287, + "learning_rate": 4.8365018714728e-07, + "logits/chosen": -0.3843730092048645, + "logits/rejected": -0.3154175877571106, + "logps/chosen": -4.531125068664551, + "logps/rejected": -5.120407581329346, + "loss": 0.0532, + "rewards/accuracies": 0.65625, + "rewards/chosen": -4.531125068664551, + "rewards/margins": 0.5892825722694397, + "rewards/rejected": -5.120407581329346, + "sft_loss": 4.253077030181885, + "step": 3135 + }, + { + "epoch": 1.6805485867201875, + "grad_norm": 0.39289055029028164, + "learning_rate": 4.820936991745304e-07, + "logits/chosen": -0.7061978578567505, + "logits/rejected": -0.5787612795829773, + "logps/chosen": -4.551207065582275, + "logps/rejected": -5.057315349578857, + "loss": 0.0521, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.551207065582275, + "rewards/margins": 0.5061080455780029, + "rewards/rejected": -5.057315349578857, + "sft_loss": 4.190797328948975, + "step": 3140 + }, + { + "epoch": 1.6832246195015887, + "grad_norm": 0.5248974986121218, + "learning_rate": 4.8053738492879e-07, + "logits/chosen": -0.49673542380332947, + "logits/rejected": -0.3729138970375061, + "logps/chosen": -4.485753059387207, + "logps/rejected": -5.2956743240356445, + "loss": 0.0511, + "rewards/accuracies": 0.668749988079071, + "rewards/chosen": -4.485753059387207, + "rewards/margins": 0.809921145439148, + "rewards/rejected": -5.2956743240356445, + "sft_loss": 4.1620683670043945, + "step": 3145 + }, + { + "epoch": 1.6859006522829905, + "grad_norm": 0.5275843311190732, + "learning_rate": 4.789812595094265e-07, + "logits/chosen": -0.6816089153289795, + "logits/rejected": -0.5871399641036987, + "logps/chosen": -4.438056945800781, + "logps/rejected": -5.106205940246582, + "loss": 0.0514, + "rewards/accuracies": 0.6875, + "rewards/chosen": -4.438056945800781, + "rewards/margins": 0.6681481599807739, + "rewards/rejected": -5.106205940246582, + "sft_loss": 4.150810241699219, + "step": 3150 + }, + { + "epoch": 1.6885766850643922, + "grad_norm": 0.4727466138483916, + "learning_rate": 4.774253380139752e-07, + "logits/chosen": -0.6856822967529297, + "logits/rejected": -0.5773698091506958, + "logps/chosen": -4.567780494689941, + "logps/rejected": -5.124373435974121, + "loss": 0.0521, + "rewards/accuracies": 0.6937500238418579, + "rewards/chosen": -4.567780494689941, + "rewards/margins": 0.5565928816795349, + "rewards/rejected": -5.124373435974121, + "sft_loss": 4.247193813323975, + "step": 3155 + }, + { + "epoch": 1.6912527178457935, + "grad_norm": 0.5162834128478235, + "learning_rate": 4.758696355379936e-07, + "logits/chosen": -0.4406503140926361, + "logits/rejected": -0.557584822177887, + "logps/chosen": -4.5678558349609375, + "logps/rejected": -5.084294319152832, + "loss": 0.0521, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -4.5678558349609375, + "rewards/margins": 0.5164377093315125, + "rewards/rejected": -5.084294319152832, + "sft_loss": 4.25069522857666, + "step": 3160 + }, + { + "epoch": 1.6939287506271952, + "grad_norm": 0.7013298937578976, + "learning_rate": 4.743141671749138e-07, + "logits/chosen": -0.7435869574546814, + "logits/rejected": -0.5817897319793701, + "logps/chosen": -4.2917985916137695, + "logps/rejected": -4.787955284118652, + "loss": 0.0534, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -4.2917985916137695, + "rewards/margins": 0.496157169342041, + "rewards/rejected": -4.787955284118652, + "sft_loss": 4.076413154602051, + "step": 3165 + }, + { + "epoch": 1.6966047834085969, + "grad_norm": 0.43754853602093785, + "learning_rate": 4.727589480158968e-07, + "logits/chosen": -0.6555178761482239, + "logits/rejected": -0.5711929798126221, + "logps/chosen": -4.529534339904785, + "logps/rejected": -5.278780460357666, + "loss": 0.0512, + "rewards/accuracies": 0.75, + "rewards/chosen": -4.529534339904785, + "rewards/margins": 0.7492465972900391, + "rewards/rejected": -5.278780460357666, + "sft_loss": 4.292778491973877, + "step": 3170 + }, + { + "epoch": 1.6992808161899984, + "grad_norm": 0.4647068491991218, + "learning_rate": 4.712039931496855e-07, + "logits/chosen": -0.6414646506309509, + "logits/rejected": -0.4491817355155945, + "logps/chosen": -4.58360481262207, + "logps/rejected": -5.076839447021484, + "loss": 0.0521, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.58360481262207, + "rewards/margins": 0.49323463439941406, + "rewards/rejected": -5.076839447021484, + "sft_loss": 4.294300556182861, + "step": 3175 + }, + { + "epoch": 1.7019568489713999, + "grad_norm": 0.4432376622568674, + "learning_rate": 4.6964931766245905e-07, + "logits/chosen": -0.5140138268470764, + "logits/rejected": -0.48328647017478943, + "logps/chosen": -4.412505626678467, + "logps/rejected": -5.062849044799805, + "loss": 0.0531, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -4.412505626678467, + "rewards/margins": 0.650343120098114, + "rewards/rejected": -5.062849044799805, + "sft_loss": 4.1344075202941895, + "step": 3180 + }, + { + "epoch": 1.7046328817528016, + "grad_norm": 0.4461820119109125, + "learning_rate": 4.6809493663768575e-07, + "logits/chosen": -0.6357397437095642, + "logits/rejected": -0.6165580749511719, + "logps/chosen": -4.6179914474487305, + "logps/rejected": -4.951748847961426, + "loss": 0.052, + "rewards/accuracies": 0.5687500238418579, + "rewards/chosen": -4.6179914474487305, + "rewards/margins": 0.33375757932662964, + "rewards/rejected": -4.951748847961426, + "sft_loss": 4.208844184875488, + "step": 3185 + }, + { + "epoch": 1.707308914534203, + "grad_norm": 0.4226026064147668, + "learning_rate": 4.6654086515597716e-07, + "logits/chosen": -0.8228461146354675, + "logits/rejected": -0.61443030834198, + "logps/chosen": -4.3584394454956055, + "logps/rejected": -5.0693278312683105, + "loss": 0.0509, + "rewards/accuracies": 0.668749988079071, + "rewards/chosen": -4.3584394454956055, + "rewards/margins": 0.7108885645866394, + "rewards/rejected": -5.0693278312683105, + "sft_loss": 4.128300666809082, + "step": 3190 + }, + { + "epoch": 1.7099849473156046, + "grad_norm": 0.4939402773038487, + "learning_rate": 4.6498711829494154e-07, + "logits/chosen": -0.8291040658950806, + "logits/rejected": -0.7133563756942749, + "logps/chosen": -4.560546875, + "logps/rejected": -5.0296454429626465, + "loss": 0.0536, + "rewards/accuracies": 0.637499988079071, + "rewards/chosen": -4.560546875, + "rewards/margins": 0.46909865736961365, + "rewards/rejected": -5.0296454429626465, + "sft_loss": 4.325606822967529, + "step": 3195 + }, + { + "epoch": 1.7126609800970063, + "grad_norm": 0.5429553430237601, + "learning_rate": 4.6343371112903777e-07, + "logits/chosen": -0.691290020942688, + "logits/rejected": -0.48237770795822144, + "logps/chosen": -4.563403129577637, + "logps/rejected": -5.202398777008057, + "loss": 0.0527, + "rewards/accuracies": 0.637499988079071, + "rewards/chosen": -4.563403129577637, + "rewards/margins": 0.6389960050582886, + "rewards/rejected": -5.202398777008057, + "sft_loss": 4.276124477386475, + "step": 3200 + }, + { + "epoch": 1.7126609800970063, + "eval_logits/chosen": -0.15210114419460297, + "eval_logits/rejected": -0.0613933689892292, + "eval_logps/chosen": -4.472229480743408, + "eval_logps/rejected": -5.117489814758301, + "eval_loss": 0.05049404874444008, + "eval_rewards/accuracies": 0.674332320690155, + "eval_rewards/chosen": -4.472229480743408, + "eval_rewards/margins": 0.6452605128288269, + "eval_rewards/rejected": -5.117489814758301, + "eval_runtime": 43.5886, + "eval_samples_per_second": 30.857, + "eval_sft_loss": 4.108198642730713, + "eval_steps_per_second": 7.731, + "step": 3200 + }, + { + "epoch": 1.7153370128784078, + "grad_norm": 0.5192944808895836, + "learning_rate": 4.618806587294291e-07, + "logits/chosen": -0.7633549571037292, + "logits/rejected": -0.6807888150215149, + "logps/chosen": -4.452502727508545, + "logps/rejected": -5.129948616027832, + "loss": 0.0512, + "rewards/accuracies": 0.706250011920929, + "rewards/chosen": -4.452502727508545, + "rewards/margins": 0.6774452924728394, + "rewards/rejected": -5.129948616027832, + "sft_loss": 4.249197959899902, + "step": 3205 + }, + { + "epoch": 1.7180130456598093, + "grad_norm": 0.4037862112128149, + "learning_rate": 4.603279761638365e-07, + "logits/chosen": -0.8041302561759949, + "logits/rejected": -0.6776725053787231, + "logps/chosen": -4.4214606285095215, + "logps/rejected": -5.059202194213867, + "loss": 0.0518, + "rewards/accuracies": 0.668749988079071, + "rewards/chosen": -4.4214606285095215, + "rewards/margins": 0.6377416849136353, + "rewards/rejected": -5.059202194213867, + "sft_loss": 4.173728942871094, + "step": 3210 + }, + { + "epoch": 1.720689078441211, + "grad_norm": 0.38702959064108305, + "learning_rate": 4.5877567849639315e-07, + "logits/chosen": -0.6881679892539978, + "logits/rejected": -0.6041558980941772, + "logps/chosen": -4.4578046798706055, + "logps/rejected": -5.0373406410217285, + "loss": 0.0521, + "rewards/accuracies": 0.668749988079071, + "rewards/chosen": -4.4578046798706055, + "rewards/margins": 0.5795360803604126, + "rewards/rejected": -5.0373406410217285, + "sft_loss": 4.222383975982666, + "step": 3215 + }, + { + "epoch": 1.7233651112226125, + "grad_norm": 0.5192188486985571, + "learning_rate": 4.572237807874979e-07, + "logits/chosen": -0.8102655410766602, + "logits/rejected": -0.4698098301887512, + "logps/chosen": -4.444644927978516, + "logps/rejected": -5.1222944259643555, + "loss": 0.0512, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -4.444644927978516, + "rewards/margins": 0.6776494979858398, + "rewards/rejected": -5.1222944259643555, + "sft_loss": 4.182662010192871, + "step": 3220 + }, + { + "epoch": 1.726041144004014, + "grad_norm": 0.4902322890035671, + "learning_rate": 4.5567229809366895e-07, + "logits/chosen": -0.6690499186515808, + "logits/rejected": -0.5294996500015259, + "logps/chosen": -4.391629219055176, + "logps/rejected": -4.9917378425598145, + "loss": 0.0518, + "rewards/accuracies": 0.637499988079071, + "rewards/chosen": -4.391629219055176, + "rewards/margins": 0.6001091599464417, + "rewards/rejected": -4.9917378425598145, + "sft_loss": 4.090245723724365, + "step": 3225 + }, + { + "epoch": 1.7287171767854157, + "grad_norm": 0.4975080015555503, + "learning_rate": 4.541212454673984e-07, + "logits/chosen": -0.7487164735794067, + "logits/rejected": -0.5614835023880005, + "logps/chosen": -4.513947486877441, + "logps/rejected": -5.419942855834961, + "loss": 0.0511, + "rewards/accuracies": 0.6937500238418579, + "rewards/chosen": -4.513947486877441, + "rewards/margins": 0.9059955477714539, + "rewards/rejected": -5.419942855834961, + "sft_loss": 4.26330041885376, + "step": 3230 + }, + { + "epoch": 1.7313932095668172, + "grad_norm": 0.5103254937323408, + "learning_rate": 4.525706379570055e-07, + "logits/chosen": -0.7287732362747192, + "logits/rejected": -0.6540551781654358, + "logps/chosen": -4.286916255950928, + "logps/rejected": -4.951821327209473, + "loss": 0.0517, + "rewards/accuracies": 0.762499988079071, + "rewards/chosen": -4.286916255950928, + "rewards/margins": 0.664903998374939, + "rewards/rejected": -4.951821327209473, + "sft_loss": 4.128801345825195, + "step": 3235 + }, + { + "epoch": 1.7340692423482187, + "grad_norm": 0.5500963923007846, + "learning_rate": 4.510204906064911e-07, + "logits/chosen": -0.6376282572746277, + "logits/rejected": -0.4842913746833801, + "logps/chosen": -4.394224166870117, + "logps/rejected": -5.104223728179932, + "loss": 0.0508, + "rewards/accuracies": 0.75, + "rewards/chosen": -4.394224166870117, + "rewards/margins": 0.709998607635498, + "rewards/rejected": -5.104223728179932, + "sft_loss": 4.103116035461426, + "step": 3240 + }, + { + "epoch": 1.7367452751296204, + "grad_norm": 1.3227037437294287, + "learning_rate": 4.4947081845539177e-07, + "logits/chosen": -0.7193289399147034, + "logits/rejected": -0.6123319268226624, + "logps/chosen": -4.325865268707275, + "logps/rejected": -5.033795356750488, + "loss": 0.0516, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.325865268707275, + "rewards/margins": 0.7079305052757263, + "rewards/rejected": -5.033795356750488, + "sft_loss": 4.012349605560303, + "step": 3245 + }, + { + "epoch": 1.739421307911022, + "grad_norm": 0.48991792894292036, + "learning_rate": 4.479216365386333e-07, + "logits/chosen": -0.5226157307624817, + "logits/rejected": -0.3413340449333191, + "logps/chosen": -4.1164045333862305, + "logps/rejected": -5.005209445953369, + "loss": 0.0498, + "rewards/accuracies": 0.737500011920929, + "rewards/chosen": -4.1164045333862305, + "rewards/margins": 0.8888049125671387, + "rewards/rejected": -5.005209445953369, + "sft_loss": 3.805973768234253, + "step": 3250 + }, + { + "epoch": 1.7420973406924234, + "grad_norm": 0.504866696897772, + "learning_rate": 4.4637295988638555e-07, + "logits/chosen": -0.6154767870903015, + "logits/rejected": -0.5357116460800171, + "logps/chosen": -4.35190486907959, + "logps/rejected": -5.079216480255127, + "loss": 0.051, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.35190486907959, + "rewards/margins": 0.7273120880126953, + "rewards/rejected": -5.079216480255127, + "sft_loss": 4.064234733581543, + "step": 3255 + }, + { + "epoch": 1.744773373473825, + "grad_norm": 0.7218864401426324, + "learning_rate": 4.4482480352391623e-07, + "logits/chosen": -0.6496624946594238, + "logits/rejected": -0.5319706797599792, + "logps/chosen": -4.618185520172119, + "logps/rejected": -5.271091461181641, + "loss": 0.0532, + "rewards/accuracies": 0.6937500238418579, + "rewards/chosen": -4.618185520172119, + "rewards/margins": 0.6529065370559692, + "rewards/rejected": -5.271091461181641, + "sft_loss": 4.362316131591797, + "step": 3260 + }, + { + "epoch": 1.7474494062552266, + "grad_norm": 0.7384956872787122, + "learning_rate": 4.4327718247144507e-07, + "logits/chosen": -0.5355771780014038, + "logits/rejected": -0.3831943869590759, + "logps/chosen": -4.874344825744629, + "logps/rejected": -5.482754707336426, + "loss": 0.0535, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -4.874344825744629, + "rewards/margins": 0.6084098219871521, + "rewards/rejected": -5.482754707336426, + "sft_loss": 4.577004909515381, + "step": 3265 + }, + { + "epoch": 1.750125439036628, + "grad_norm": 0.4852721808398797, + "learning_rate": 4.417301117439984e-07, + "logits/chosen": -0.675261378288269, + "logits/rejected": -0.531201183795929, + "logps/chosen": -4.468598365783691, + "logps/rejected": -5.062955379486084, + "loss": 0.0522, + "rewards/accuracies": 0.6312500238418579, + "rewards/chosen": -4.468598365783691, + "rewards/margins": 0.594357430934906, + "rewards/rejected": -5.062955379486084, + "sft_loss": 4.193814277648926, + "step": 3270 + }, + { + "epoch": 1.7528014718180298, + "grad_norm": 0.44552316816909177, + "learning_rate": 4.401836063512631e-07, + "logits/chosen": -0.7346017360687256, + "logits/rejected": -0.3838501572608948, + "logps/chosen": -4.396548271179199, + "logps/rejected": -5.152390956878662, + "loss": 0.0504, + "rewards/accuracies": 0.6875, + "rewards/chosen": -4.396548271179199, + "rewards/margins": 0.7558425068855286, + "rewards/rejected": -5.152390956878662, + "sft_loss": 4.075710296630859, + "step": 3275 + }, + { + "epoch": 1.7554775045994313, + "grad_norm": 0.69846171922734, + "learning_rate": 4.386376812974413e-07, + "logits/chosen": -0.645746111869812, + "logits/rejected": -0.635964572429657, + "logps/chosen": -4.513228416442871, + "logps/rejected": -5.130314826965332, + "loss": 0.0518, + "rewards/accuracies": 0.7250000238418579, + "rewards/chosen": -4.513228416442871, + "rewards/margins": 0.6170862913131714, + "rewards/rejected": -5.130314826965332, + "sft_loss": 4.255279064178467, + "step": 3280 + }, + { + "epoch": 1.7581535373808328, + "grad_norm": 0.41749008448426816, + "learning_rate": 4.370923515811048e-07, + "logits/chosen": -0.6760843992233276, + "logits/rejected": -0.4505118727684021, + "logps/chosen": -4.28780460357666, + "logps/rejected": -4.993500709533691, + "loss": 0.0511, + "rewards/accuracies": 0.6875, + "rewards/chosen": -4.28780460357666, + "rewards/margins": 0.7056947946548462, + "rewards/rejected": -4.993500709533691, + "sft_loss": 3.97005033493042, + "step": 3285 + }, + { + "epoch": 1.7608295701622345, + "grad_norm": 0.41402381522478005, + "learning_rate": 4.35547632195049e-07, + "logits/chosen": -0.6169165372848511, + "logits/rejected": -0.5249618291854858, + "logps/chosen": -4.62155294418335, + "logps/rejected": -5.299553394317627, + "loss": 0.0518, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.62155294418335, + "rewards/margins": 0.6780003309249878, + "rewards/rejected": -5.299553394317627, + "sft_loss": 4.248922348022461, + "step": 3290 + }, + { + "epoch": 1.763505602943636, + "grad_norm": 0.594226689061985, + "learning_rate": 4.340035381261484e-07, + "logits/chosen": -0.6368000507354736, + "logits/rejected": -0.5852474570274353, + "logps/chosen": -4.4297966957092285, + "logps/rejected": -5.215722560882568, + "loss": 0.0502, + "rewards/accuracies": 0.7250000238418579, + "rewards/chosen": -4.4297966957092285, + "rewards/margins": 0.7859266400337219, + "rewards/rejected": -5.215722560882568, + "sft_loss": 4.1008195877075195, + "step": 3295 + }, + { + "epoch": 1.7661816357250375, + "grad_norm": 0.4261141203167247, + "learning_rate": 4.324600843552104e-07, + "logits/chosen": -0.773404598236084, + "logits/rejected": -0.6615234613418579, + "logps/chosen": -4.449922561645508, + "logps/rejected": -5.212803840637207, + "loss": 0.0509, + "rewards/accuracies": 0.706250011920929, + "rewards/chosen": -4.449922561645508, + "rewards/margins": 0.7628811001777649, + "rewards/rejected": -5.212803840637207, + "sft_loss": 4.144711494445801, + "step": 3300 + }, + { + "epoch": 1.7688576685064392, + "grad_norm": 0.4033807179932179, + "learning_rate": 4.309172858568302e-07, + "logits/chosen": -0.7160771489143372, + "logits/rejected": -0.5191089510917664, + "logps/chosen": -4.4391279220581055, + "logps/rejected": -5.147273063659668, + "loss": 0.0508, + "rewards/accuracies": 0.7250000238418579, + "rewards/chosen": -4.4391279220581055, + "rewards/margins": 0.7081449627876282, + "rewards/rejected": -5.147273063659668, + "sft_loss": 4.143710136413574, + "step": 3305 + }, + { + "epoch": 1.771533701287841, + "grad_norm": 0.6842510296567842, + "learning_rate": 4.293751575992455e-07, + "logits/chosen": -0.5255097150802612, + "logits/rejected": -0.517221987247467, + "logps/chosen": -4.5699992179870605, + "logps/rejected": -5.127143383026123, + "loss": 0.0524, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.5699992179870605, + "rewards/margins": 0.5571444630622864, + "rewards/rejected": -5.127143383026123, + "sft_loss": 4.320311546325684, + "step": 3310 + }, + { + "epoch": 1.7742097340692422, + "grad_norm": 0.3413623804505247, + "learning_rate": 4.278337145441916e-07, + "logits/chosen": -0.6041097044944763, + "logits/rejected": -0.41528400778770447, + "logps/chosen": -4.342318534851074, + "logps/rejected": -5.069688320159912, + "loss": 0.0511, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.342318534851074, + "rewards/margins": 0.7273694276809692, + "rewards/rejected": -5.069688320159912, + "sft_loss": 4.100344657897949, + "step": 3315 + }, + { + "epoch": 1.776885766850644, + "grad_norm": 0.44520283256192456, + "learning_rate": 4.262929716467556e-07, + "logits/chosen": -0.5153679847717285, + "logits/rejected": -0.2379719465970993, + "logps/chosen": -4.302934169769287, + "logps/rejected": -5.132648944854736, + "loss": 0.0516, + "rewards/accuracies": 0.6937500238418579, + "rewards/chosen": -4.302934169769287, + "rewards/margins": 0.8297148942947388, + "rewards/rejected": -5.132648944854736, + "sft_loss": 4.078235626220703, + "step": 3320 + }, + { + "epoch": 1.7795617996320456, + "grad_norm": 0.42105726517447006, + "learning_rate": 4.247529438552321e-07, + "logits/chosen": -0.6211832165718079, + "logits/rejected": -0.38394981622695923, + "logps/chosen": -4.535687446594238, + "logps/rejected": -5.059223175048828, + "loss": 0.0527, + "rewards/accuracies": 0.668749988079071, + "rewards/chosen": -4.535687446594238, + "rewards/margins": 0.5235356092453003, + "rewards/rejected": -5.059223175048828, + "sft_loss": 4.289804935455322, + "step": 3325 + }, + { + "epoch": 1.782237832413447, + "grad_norm": 0.5285680264653614, + "learning_rate": 4.232136461109773e-07, + "logits/chosen": -0.5854800939559937, + "logits/rejected": -0.48620110750198364, + "logps/chosen": -4.470789909362793, + "logps/rejected": -5.155722618103027, + "loss": 0.0508, + "rewards/accuracies": 0.668749988079071, + "rewards/chosen": -4.470789909362793, + "rewards/margins": 0.6849329471588135, + "rewards/rejected": -5.155722618103027, + "sft_loss": 4.172421455383301, + "step": 3330 + }, + { + "epoch": 1.7849138651948486, + "grad_norm": 0.4396477416091562, + "learning_rate": 4.216750933482646e-07, + "logits/chosen": -0.5841988325119019, + "logits/rejected": -0.4032633304595947, + "logps/chosen": -4.558676242828369, + "logps/rejected": -5.077760696411133, + "loss": 0.0525, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.558676242828369, + "rewards/margins": 0.5190838575363159, + "rewards/rejected": -5.077760696411133, + "sft_loss": 4.182391166687012, + "step": 3335 + }, + { + "epoch": 1.7875898979762503, + "grad_norm": 0.640109669762743, + "learning_rate": 4.2013730049413986e-07, + "logits/chosen": -0.5710462331771851, + "logits/rejected": -0.37740975618362427, + "logps/chosen": -4.278960227966309, + "logps/rejected": -5.2915873527526855, + "loss": 0.05, + "rewards/accuracies": 0.793749988079071, + "rewards/chosen": -4.278960227966309, + "rewards/margins": 1.0126279592514038, + "rewards/rejected": -5.2915873527526855, + "sft_loss": 4.033893585205078, + "step": 3340 + }, + { + "epoch": 1.7902659307576518, + "grad_norm": 0.4039240436873603, + "learning_rate": 4.1860028246827594e-07, + "logits/chosen": -0.5724278688430786, + "logits/rejected": -0.32125282287597656, + "logps/chosen": -4.434798240661621, + "logps/rejected": -5.011025905609131, + "loss": 0.0515, + "rewards/accuracies": 0.731249988079071, + "rewards/chosen": -4.434798240661621, + "rewards/margins": 0.5762277841567993, + "rewards/rejected": -5.011025905609131, + "sft_loss": 4.190737724304199, + "step": 3345 + }, + { + "epoch": 1.7929419635390533, + "grad_norm": 0.5223364436039674, + "learning_rate": 4.170640541828285e-07, + "logits/chosen": -0.7454400062561035, + "logits/rejected": -0.6011232137680054, + "logps/chosen": -4.344622611999512, + "logps/rejected": -4.949635982513428, + "loss": 0.0523, + "rewards/accuracies": 0.6875, + "rewards/chosen": -4.344622611999512, + "rewards/margins": 0.6050136089324951, + "rewards/rejected": -4.949635982513428, + "sft_loss": 4.138838768005371, + "step": 3350 + }, + { + "epoch": 1.795617996320455, + "grad_norm": 0.4545793741818451, + "learning_rate": 4.1552863054229116e-07, + "logits/chosen": -0.5223687887191772, + "logits/rejected": -0.48168906569480896, + "logps/chosen": -4.478524684906006, + "logps/rejected": -5.133755683898926, + "loss": 0.0517, + "rewards/accuracies": 0.6875, + "rewards/chosen": -4.478524684906006, + "rewards/margins": 0.6552313566207886, + "rewards/rejected": -5.133755683898926, + "sft_loss": 4.1638383865356445, + "step": 3355 + }, + { + "epoch": 1.7982940291018565, + "grad_norm": 0.6727654772149192, + "learning_rate": 4.139940264433508e-07, + "logits/chosen": -0.6394672989845276, + "logits/rejected": -0.43455833196640015, + "logps/chosen": -4.370895862579346, + "logps/rejected": -5.10739803314209, + "loss": 0.051, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -4.370895862579346, + "rewards/margins": 0.7365025877952576, + "rewards/rejected": -5.10739803314209, + "sft_loss": 4.044856548309326, + "step": 3360 + }, + { + "epoch": 1.800970061883258, + "grad_norm": 0.3589502265745943, + "learning_rate": 4.1246025677474303e-07, + "logits/chosen": -0.7238172888755798, + "logits/rejected": -0.47152742743492126, + "logps/chosen": -4.547296047210693, + "logps/rejected": -5.125532627105713, + "loss": 0.053, + "rewards/accuracies": 0.6937500238418579, + "rewards/chosen": -4.547296047210693, + "rewards/margins": 0.5782366991043091, + "rewards/rejected": -5.125532627105713, + "sft_loss": 4.311211585998535, + "step": 3365 + }, + { + "epoch": 1.8036460946646597, + "grad_norm": 0.40595128955105286, + "learning_rate": 4.10927336417108e-07, + "logits/chosen": -0.6705687642097473, + "logits/rejected": -0.4331951141357422, + "logps/chosen": -4.5498223304748535, + "logps/rejected": -4.988067626953125, + "loss": 0.0529, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -4.5498223304748535, + "rewards/margins": 0.4382452070713043, + "rewards/rejected": -4.988067626953125, + "sft_loss": 4.224373817443848, + "step": 3370 + }, + { + "epoch": 1.8063221274460612, + "grad_norm": 0.6417927401398111, + "learning_rate": 4.093952802428457e-07, + "logits/chosen": -0.5054597854614258, + "logits/rejected": -0.49510788917541504, + "logps/chosen": -4.723372459411621, + "logps/rejected": -5.253734111785889, + "loss": 0.0531, + "rewards/accuracies": 0.643750011920929, + "rewards/chosen": -4.723372459411621, + "rewards/margins": 0.5303624272346497, + "rewards/rejected": -5.253734111785889, + "sft_loss": 4.410287857055664, + "step": 3375 + }, + { + "epoch": 1.8089981602274627, + "grad_norm": 0.6132712392051819, + "learning_rate": 4.0786410311597184e-07, + "logits/chosen": -0.7825726270675659, + "logits/rejected": -0.5462926030158997, + "logps/chosen": -4.558102607727051, + "logps/rejected": -5.160484790802002, + "loss": 0.0515, + "rewards/accuracies": 0.668749988079071, + "rewards/chosen": -4.558102607727051, + "rewards/margins": 0.602383017539978, + "rewards/rejected": -5.160484790802002, + "sft_loss": 4.206010818481445, + "step": 3380 + }, + { + "epoch": 1.8116741930088645, + "grad_norm": 0.385967798232852, + "learning_rate": 4.063338198919737e-07, + "logits/chosen": -0.6903921961784363, + "logits/rejected": -0.7371004223823547, + "logps/chosen": -4.396435737609863, + "logps/rejected": -4.971739768981934, + "loss": 0.0524, + "rewards/accuracies": 0.637499988079071, + "rewards/chosen": -4.396435737609863, + "rewards/margins": 0.5753039121627808, + "rewards/rejected": -4.971739768981934, + "sft_loss": 4.139103889465332, + "step": 3385 + }, + { + "epoch": 1.814350225790266, + "grad_norm": 0.39338215064487586, + "learning_rate": 4.0480444541766575e-07, + "logits/chosen": -0.7332966327667236, + "logits/rejected": -0.5903289914131165, + "logps/chosen": -4.715156078338623, + "logps/rejected": -5.369782447814941, + "loss": 0.0527, + "rewards/accuracies": 0.7250000238418579, + "rewards/chosen": -4.715156078338623, + "rewards/margins": 0.6546260714530945, + "rewards/rejected": -5.369782447814941, + "sft_loss": 4.377230167388916, + "step": 3390 + }, + { + "epoch": 1.8170262585716674, + "grad_norm": 0.6030105319663668, + "learning_rate": 4.0327599453104606e-07, + "logits/chosen": -0.8181564211845398, + "logits/rejected": -0.6402052640914917, + "logps/chosen": -4.497122764587402, + "logps/rejected": -5.083517551422119, + "loss": 0.0506, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.497122764587402, + "rewards/margins": 0.5863949656486511, + "rewards/rejected": -5.083517551422119, + "sft_loss": 4.141504764556885, + "step": 3395 + }, + { + "epoch": 1.8197022913530692, + "grad_norm": 0.5048991888888651, + "learning_rate": 4.017484820611514e-07, + "logits/chosen": -0.645340085029602, + "logits/rejected": -0.5028203129768372, + "logps/chosen": -4.37846565246582, + "logps/rejected": -5.11088228225708, + "loss": 0.0504, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.37846565246582, + "rewards/margins": 0.7324164509773254, + "rewards/rejected": -5.11088228225708, + "sft_loss": 4.0104265213012695, + "step": 3400 + }, + { + "epoch": 1.8223783241344707, + "grad_norm": 1.0651671122689967, + "learning_rate": 4.002219228279148e-07, + "logits/chosen": -0.7175520658493042, + "logits/rejected": -0.5956283211708069, + "logps/chosen": -4.275979518890381, + "logps/rejected": -4.8901238441467285, + "loss": 0.0513, + "rewards/accuracies": 0.7250000238418579, + "rewards/chosen": -4.275979518890381, + "rewards/margins": 0.6141440868377686, + "rewards/rejected": -4.8901238441467285, + "sft_loss": 3.992905855178833, + "step": 3405 + }, + { + "epoch": 1.8250543569158721, + "grad_norm": 0.5449755198054754, + "learning_rate": 3.9869633164202045e-07, + "logits/chosen": -0.7337294220924377, + "logits/rejected": -0.4620814323425293, + "logps/chosen": -4.322390556335449, + "logps/rejected": -5.124471664428711, + "loss": 0.0504, + "rewards/accuracies": 0.75, + "rewards/chosen": -4.322390556335449, + "rewards/margins": 0.8020809888839722, + "rewards/rejected": -5.124471664428711, + "sft_loss": 4.025493621826172, + "step": 3410 + }, + { + "epoch": 1.8277303896972739, + "grad_norm": 0.7352016662381, + "learning_rate": 3.9717172330476077e-07, + "logits/chosen": -0.8215198516845703, + "logits/rejected": -0.7087420225143433, + "logps/chosen": -4.538886070251465, + "logps/rejected": -5.233793258666992, + "loss": 0.0516, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.538886070251465, + "rewards/margins": 0.6949065327644348, + "rewards/rejected": -5.233793258666992, + "sft_loss": 4.277106285095215, + "step": 3415 + }, + { + "epoch": 1.8304064224786754, + "grad_norm": 0.5604027114659111, + "learning_rate": 3.956481126078927e-07, + "logits/chosen": -0.5984781980514526, + "logits/rejected": -0.49451103806495667, + "logps/chosen": -4.805777072906494, + "logps/rejected": -5.480899333953857, + "loss": 0.0543, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -4.805777072906494, + "rewards/margins": 0.6751219034194946, + "rewards/rejected": -5.480899333953857, + "sft_loss": 4.538644313812256, + "step": 3420 + }, + { + "epoch": 1.8330824552600768, + "grad_norm": 0.5545760801706651, + "learning_rate": 3.941255143334937e-07, + "logits/chosen": -0.7788869142532349, + "logits/rejected": -0.7783342599868774, + "logps/chosen": -4.51423454284668, + "logps/rejected": -5.1121721267700195, + "loss": 0.051, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.51423454284668, + "rewards/margins": 0.5979379415512085, + "rewards/rejected": -5.1121721267700195, + "sft_loss": 4.199769020080566, + "step": 3425 + }, + { + "epoch": 1.8357584880414786, + "grad_norm": 0.370388145556135, + "learning_rate": 3.9260394325381895e-07, + "logits/chosen": -0.7272287011146545, + "logits/rejected": -0.6226170659065247, + "logps/chosen": -4.263165473937988, + "logps/rejected": -5.2529520988464355, + "loss": 0.0496, + "rewards/accuracies": 0.7250000238418579, + "rewards/chosen": -4.263165473937988, + "rewards/margins": 0.9897869825363159, + "rewards/rejected": -5.2529520988464355, + "sft_loss": 3.947901487350464, + "step": 3430 + }, + { + "epoch": 1.83843452082288, + "grad_norm": 0.5459081295394673, + "learning_rate": 3.9108341413115784e-07, + "logits/chosen": -0.647996723651886, + "logits/rejected": -0.5486742258071899, + "logps/chosen": -4.266923427581787, + "logps/rejected": -4.853913307189941, + "loss": 0.0511, + "rewards/accuracies": 0.71875, + "rewards/chosen": -4.266923427581787, + "rewards/margins": 0.5869892239570618, + "rewards/rejected": -4.853913307189941, + "sft_loss": 3.897509813308716, + "step": 3435 + }, + { + "epoch": 1.8411105536042816, + "grad_norm": 0.5711559005897949, + "learning_rate": 3.895639417176905e-07, + "logits/chosen": -0.7516553997993469, + "logits/rejected": -0.6304369568824768, + "logps/chosen": -4.520443916320801, + "logps/rejected": -5.215183258056641, + "loss": 0.0543, + "rewards/accuracies": 0.6937500238418579, + "rewards/chosen": -4.520443916320801, + "rewards/margins": 0.6947392225265503, + "rewards/rejected": -5.215183258056641, + "sft_loss": 4.249512672424316, + "step": 3440 + }, + { + "epoch": 1.8437865863856833, + "grad_norm": 0.5234020888177435, + "learning_rate": 3.8804554075534497e-07, + "logits/chosen": -0.7366546392440796, + "logits/rejected": -0.4990767538547516, + "logps/chosen": -4.357216835021973, + "logps/rejected": -5.187743663787842, + "loss": 0.051, + "rewards/accuracies": 0.706250011920929, + "rewards/chosen": -4.357216835021973, + "rewards/margins": 0.8305273056030273, + "rewards/rejected": -5.187743663787842, + "sft_loss": 4.121443748474121, + "step": 3445 + }, + { + "epoch": 1.8464626191670848, + "grad_norm": 0.5833773670559123, + "learning_rate": 3.8652822597565403e-07, + "logits/chosen": -0.7845597267150879, + "logits/rejected": -0.5876230001449585, + "logps/chosen": -4.595117568969727, + "logps/rejected": -5.286187648773193, + "loss": 0.0521, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.595117568969727, + "rewards/margins": 0.6910702586174011, + "rewards/rejected": -5.286187648773193, + "sft_loss": 4.322709560394287, + "step": 3450 + }, + { + "epoch": 1.8491386519484863, + "grad_norm": 0.5746118595998752, + "learning_rate": 3.850120120996123e-07, + "logits/chosen": -0.738675057888031, + "logits/rejected": -0.4819965362548828, + "logps/chosen": -4.569746017456055, + "logps/rejected": -5.286129951477051, + "loss": 0.0516, + "rewards/accuracies": 0.71875, + "rewards/chosen": -4.569746017456055, + "rewards/margins": 0.7163844108581543, + "rewards/rejected": -5.286129951477051, + "sft_loss": 4.353842735290527, + "step": 3455 + }, + { + "epoch": 1.851814684729888, + "grad_norm": 0.44553629713062876, + "learning_rate": 3.8349691383753356e-07, + "logits/chosen": -0.5867315530776978, + "logits/rejected": -0.46066465973854065, + "logps/chosen": -4.479857921600342, + "logps/rejected": -5.148479461669922, + "loss": 0.0514, + "rewards/accuracies": 0.706250011920929, + "rewards/chosen": -4.479857921600342, + "rewards/margins": 0.6686211824417114, + "rewards/rejected": -5.148479461669922, + "sft_loss": 4.108327388763428, + "step": 3460 + }, + { + "epoch": 1.8544907175112895, + "grad_norm": 0.4407831570890799, + "learning_rate": 3.819829458889078e-07, + "logits/chosen": -0.6969954371452332, + "logits/rejected": -0.6196625828742981, + "logps/chosen": -4.214973449707031, + "logps/rejected": -4.744257926940918, + "loss": 0.0517, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.214973449707031, + "rewards/margins": 0.529284656047821, + "rewards/rejected": -4.744257926940918, + "sft_loss": 3.9413580894470215, + "step": 3465 + }, + { + "epoch": 1.857166750292691, + "grad_norm": 0.6022218359082767, + "learning_rate": 3.804701229422585e-07, + "logits/chosen": -0.7823773622512817, + "logits/rejected": -0.719424843788147, + "logps/chosen": -4.537754058837891, + "logps/rejected": -5.0080060958862305, + "loss": 0.054, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -4.537754058837891, + "rewards/margins": 0.4702521860599518, + "rewards/rejected": -5.0080060958862305, + "sft_loss": 4.1914873123168945, + "step": 3470 + }, + { + "epoch": 1.8598427830740927, + "grad_norm": 0.5513510287659418, + "learning_rate": 3.789584596750007e-07, + "logits/chosen": -0.8201929330825806, + "logits/rejected": -0.8097238540649414, + "logps/chosen": -4.460206985473633, + "logps/rejected": -5.128048419952393, + "loss": 0.0523, + "rewards/accuracies": 0.6937500238418579, + "rewards/chosen": -4.460206985473633, + "rewards/margins": 0.667841911315918, + "rewards/rejected": -5.128048419952393, + "sft_loss": 4.25015115737915, + "step": 3475 + }, + { + "epoch": 1.8625188158554944, + "grad_norm": 0.44224086507204363, + "learning_rate": 3.77447970753298e-07, + "logits/chosen": -0.7006460428237915, + "logits/rejected": -0.7202643156051636, + "logps/chosen": -4.563055992126465, + "logps/rejected": -5.094748497009277, + "loss": 0.0531, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -4.563055992126465, + "rewards/margins": 0.5316920876502991, + "rewards/rejected": -5.094748497009277, + "sft_loss": 4.338143348693848, + "step": 3480 + }, + { + "epoch": 1.8651948486368957, + "grad_norm": 0.5070280678544562, + "learning_rate": 3.7593867083192057e-07, + "logits/chosen": -0.802207350730896, + "logits/rejected": -0.6420674324035645, + "logps/chosen": -4.551300048828125, + "logps/rejected": -5.105351448059082, + "loss": 0.0522, + "rewards/accuracies": 0.65625, + "rewards/chosen": -4.551300048828125, + "rewards/margins": 0.55405193567276, + "rewards/rejected": -5.105351448059082, + "sft_loss": 4.313631534576416, + "step": 3485 + }, + { + "epoch": 1.8678708814182974, + "grad_norm": 0.4769604352959686, + "learning_rate": 3.7443057455410276e-07, + "logits/chosen": -0.669545590877533, + "logits/rejected": -0.6156834363937378, + "logps/chosen": -4.158803462982178, + "logps/rejected": -5.050396919250488, + "loss": 0.0502, + "rewards/accuracies": 0.7437499761581421, + "rewards/chosen": -4.158803462982178, + "rewards/margins": 0.891592800617218, + "rewards/rejected": -5.050396919250488, + "sft_loss": 3.9954910278320312, + "step": 3490 + }, + { + "epoch": 1.870546914199699, + "grad_norm": 0.4221363119339456, + "learning_rate": 3.7292369655140145e-07, + "logits/chosen": -0.8769127130508423, + "logits/rejected": -0.6703230738639832, + "logps/chosen": -4.447329521179199, + "logps/rejected": -4.99340295791626, + "loss": 0.0534, + "rewards/accuracies": 0.668749988079071, + "rewards/chosen": -4.447329521179199, + "rewards/margins": 0.5460734367370605, + "rewards/rejected": -4.99340295791626, + "sft_loss": 4.285516738891602, + "step": 3495 + }, + { + "epoch": 1.8732229469811004, + "grad_norm": 0.5576566812784183, + "learning_rate": 3.714180514435534e-07, + "logits/chosen": -0.6373888254165649, + "logits/rejected": -0.459861695766449, + "logps/chosen": -4.473584175109863, + "logps/rejected": -5.074347496032715, + "loss": 0.0524, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -4.473584175109863, + "rewards/margins": 0.6007635593414307, + "rewards/rejected": -5.074347496032715, + "sft_loss": 4.14390754699707, + "step": 3500 + }, + { + "epoch": 1.875898979762502, + "grad_norm": 0.44593624965935286, + "learning_rate": 3.6991365383833426e-07, + "logits/chosen": -0.7124999761581421, + "logits/rejected": -0.5442683100700378, + "logps/chosen": -4.463021278381348, + "logps/rejected": -5.113253593444824, + "loss": 0.051, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -4.463021278381348, + "rewards/margins": 0.6502333879470825, + "rewards/rejected": -5.113253593444824, + "sft_loss": 4.128976821899414, + "step": 3505 + }, + { + "epoch": 1.8785750125439038, + "grad_norm": 0.4701856300423086, + "learning_rate": 3.684105183314162e-07, + "logits/chosen": -0.712171196937561, + "logits/rejected": -0.6478809118270874, + "logps/chosen": -4.455292701721191, + "logps/rejected": -5.007076263427734, + "loss": 0.052, + "rewards/accuracies": 0.668749988079071, + "rewards/chosen": -4.455292701721191, + "rewards/margins": 0.5517837405204773, + "rewards/rejected": -5.007076263427734, + "sft_loss": 4.192362308502197, + "step": 3510 + }, + { + "epoch": 1.881251045325305, + "grad_norm": 0.5246272963662074, + "learning_rate": 3.669086595062263e-07, + "logits/chosen": -0.7043023109436035, + "logits/rejected": -0.49362897872924805, + "logps/chosen": -4.398072719573975, + "logps/rejected": -5.120244979858398, + "loss": 0.0515, + "rewards/accuracies": 0.71875, + "rewards/chosen": -4.398072719573975, + "rewards/margins": 0.7221720814704895, + "rewards/rejected": -5.120244979858398, + "sft_loss": 4.181361675262451, + "step": 3515 + }, + { + "epoch": 1.8839270781067068, + "grad_norm": 0.40623000940235376, + "learning_rate": 3.654080919338056e-07, + "logits/chosen": -0.8072683215141296, + "logits/rejected": -0.647091805934906, + "logps/chosen": -4.426050662994385, + "logps/rejected": -5.1923828125, + "loss": 0.0511, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.426050662994385, + "rewards/margins": 0.7663322687149048, + "rewards/rejected": -5.1923828125, + "sft_loss": 4.176932334899902, + "step": 3520 + }, + { + "epoch": 1.8866031108881085, + "grad_norm": 0.9447657909729972, + "learning_rate": 3.639088301726673e-07, + "logits/chosen": -0.6944276094436646, + "logits/rejected": -0.48604708909988403, + "logps/chosen": -4.413082122802734, + "logps/rejected": -5.082810401916504, + "loss": 0.052, + "rewards/accuracies": 0.6875, + "rewards/chosen": -4.413082122802734, + "rewards/margins": 0.6697279214859009, + "rewards/rejected": -5.082810401916504, + "sft_loss": 4.1303391456604, + "step": 3525 + }, + { + "epoch": 1.88927914366951, + "grad_norm": 0.35499926674614773, + "learning_rate": 3.624108887686556e-07, + "logits/chosen": -0.7390032410621643, + "logits/rejected": -0.6901714205741882, + "logps/chosen": -4.537540435791016, + "logps/rejected": -4.95667028427124, + "loss": 0.0525, + "rewards/accuracies": 0.637499988079071, + "rewards/chosen": -4.537540435791016, + "rewards/margins": 0.41912975907325745, + "rewards/rejected": -4.95667028427124, + "sft_loss": 4.238809108734131, + "step": 3530 + }, + { + "epoch": 1.8919551764509115, + "grad_norm": 0.37725035427472214, + "learning_rate": 3.6091428225480433e-07, + "logits/chosen": -0.8973050117492676, + "logits/rejected": -0.7953372001647949, + "logps/chosen": -4.429739475250244, + "logps/rejected": -5.134444236755371, + "loss": 0.0505, + "rewards/accuracies": 0.6937500238418579, + "rewards/chosen": -4.429739475250244, + "rewards/margins": 0.7047051191329956, + "rewards/rejected": -5.134444236755371, + "sft_loss": 4.123137474060059, + "step": 3535 + }, + { + "epoch": 1.8946312092323132, + "grad_norm": 0.3983297125217811, + "learning_rate": 3.5941902515119674e-07, + "logits/chosen": -0.8561373949050903, + "logits/rejected": -0.589727520942688, + "logps/chosen": -4.494597434997559, + "logps/rejected": -5.031756401062012, + "loss": 0.0529, + "rewards/accuracies": 0.706250011920929, + "rewards/chosen": -4.494597434997559, + "rewards/margins": 0.5371583104133606, + "rewards/rejected": -5.031756401062012, + "sft_loss": 4.228826522827148, + "step": 3540 + }, + { + "epoch": 1.8973072420137147, + "grad_norm": 0.9925780359947863, + "learning_rate": 3.5792513196482373e-07, + "logits/chosen": -0.9617146253585815, + "logits/rejected": -0.6414197683334351, + "logps/chosen": -4.428873538970947, + "logps/rejected": -5.051154136657715, + "loss": 0.0501, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.428873538970947, + "rewards/margins": 0.6222794055938721, + "rewards/rejected": -5.051154136657715, + "sft_loss": 4.073060035705566, + "step": 3545 + }, + { + "epoch": 1.8999832747951162, + "grad_norm": 0.464740691584323, + "learning_rate": 3.5643261718944346e-07, + "logits/chosen": -0.66382896900177, + "logits/rejected": -0.5829827785491943, + "logps/chosen": -4.471495628356934, + "logps/rejected": -4.948642730712891, + "loss": 0.0531, + "rewards/accuracies": 0.6187499761581421, + "rewards/chosen": -4.471495628356934, + "rewards/margins": 0.47714701294898987, + "rewards/rejected": -4.948642730712891, + "sft_loss": 4.171401023864746, + "step": 3550 + }, + { + "epoch": 1.902659307576518, + "grad_norm": 0.54188043505912, + "learning_rate": 3.5494149530544087e-07, + "logits/chosen": -0.8052138090133667, + "logits/rejected": -0.6735678315162659, + "logps/chosen": -4.545689582824707, + "logps/rejected": -5.245549201965332, + "loss": 0.0517, + "rewards/accuracies": 0.6937500238418579, + "rewards/chosen": -4.545689582824707, + "rewards/margins": 0.6998597383499146, + "rewards/rejected": -5.245549201965332, + "sft_loss": 4.238376140594482, + "step": 3555 + }, + { + "epoch": 1.9053353403579194, + "grad_norm": 0.5862093022972775, + "learning_rate": 3.534517807796871e-07, + "logits/chosen": -0.7284679412841797, + "logits/rejected": -0.6327691078186035, + "logps/chosen": -4.589996337890625, + "logps/rejected": -5.222556114196777, + "loss": 0.0516, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -4.589996337890625, + "rewards/margins": 0.6325600147247314, + "rewards/rejected": -5.222556114196777, + "sft_loss": 4.320279121398926, + "step": 3560 + }, + { + "epoch": 1.908011373139321, + "grad_norm": 0.49984158564641323, + "learning_rate": 3.519634880653988e-07, + "logits/chosen": -0.5908458232879639, + "logits/rejected": -0.5253081321716309, + "logps/chosen": -4.507323265075684, + "logps/rejected": -5.1625776290893555, + "loss": 0.0508, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -4.507323265075684, + "rewards/margins": 0.6552544236183167, + "rewards/rejected": -5.1625776290893555, + "sft_loss": 4.136566162109375, + "step": 3565 + }, + { + "epoch": 1.9106874059207226, + "grad_norm": 0.4584107855223247, + "learning_rate": 3.504766316019987e-07, + "logits/chosen": -0.6161302328109741, + "logits/rejected": -0.4110661447048187, + "logps/chosen": -4.216422080993652, + "logps/rejected": -4.989528656005859, + "loss": 0.0493, + "rewards/accuracies": 0.762499988079071, + "rewards/chosen": -4.216422080993652, + "rewards/margins": 0.7731070518493652, + "rewards/rejected": -4.989528656005859, + "sft_loss": 3.8478825092315674, + "step": 3570 + }, + { + "epoch": 1.913363438702124, + "grad_norm": 0.4589982714769067, + "learning_rate": 3.489912258149745e-07, + "logits/chosen": -0.5121530294418335, + "logits/rejected": -0.40415287017822266, + "logps/chosen": -4.210015773773193, + "logps/rejected": -4.940587997436523, + "loss": 0.0512, + "rewards/accuracies": 0.637499988079071, + "rewards/chosen": -4.210015773773193, + "rewards/margins": 0.730571985244751, + "rewards/rejected": -4.940587997436523, + "sft_loss": 3.851905345916748, + "step": 3575 + }, + { + "epoch": 1.9160394714835256, + "grad_norm": 0.467352378766595, + "learning_rate": 3.475072851157397e-07, + "logits/chosen": -0.5266348123550415, + "logits/rejected": -0.5173133611679077, + "logps/chosen": -4.477862358093262, + "logps/rejected": -5.177495002746582, + "loss": 0.0518, + "rewards/accuracies": 0.6875, + "rewards/chosen": -4.477862358093262, + "rewards/margins": 0.6996321082115173, + "rewards/rejected": -5.177495002746582, + "sft_loss": 4.106453895568848, + "step": 3580 + }, + { + "epoch": 1.9187155042649273, + "grad_norm": 0.5608432730857718, + "learning_rate": 3.460248239014936e-07, + "logits/chosen": -0.48529133200645447, + "logits/rejected": -0.4915315508842468, + "logps/chosen": -4.587717533111572, + "logps/rejected": -5.344851970672607, + "loss": 0.0512, + "rewards/accuracies": 0.71875, + "rewards/chosen": -4.587717533111572, + "rewards/margins": 0.7571350932121277, + "rewards/rejected": -5.344851970672607, + "sft_loss": 4.331247806549072, + "step": 3585 + }, + { + "epoch": 1.9213915370463288, + "grad_norm": 1.2350605271613377, + "learning_rate": 3.4454385655508134e-07, + "logits/chosen": -0.5099002718925476, + "logits/rejected": -0.5103076696395874, + "logps/chosen": -4.546607494354248, + "logps/rejected": -5.049306392669678, + "loss": 0.0538, + "rewards/accuracies": 0.65625, + "rewards/chosen": -4.546607494354248, + "rewards/margins": 0.5026994943618774, + "rewards/rejected": -5.049306392669678, + "sft_loss": 4.312752723693848, + "step": 3590 + }, + { + "epoch": 1.9240675698277303, + "grad_norm": 0.6963753893867877, + "learning_rate": 3.4306439744485447e-07, + "logits/chosen": -0.708784818649292, + "logits/rejected": -0.51127690076828, + "logps/chosen": -4.459948539733887, + "logps/rejected": -5.253852844238281, + "loss": 0.0517, + "rewards/accuracies": 0.6937500238418579, + "rewards/chosen": -4.459948539733887, + "rewards/margins": 0.7939046025276184, + "rewards/rejected": -5.253852844238281, + "sft_loss": 4.155204772949219, + "step": 3595 + }, + { + "epoch": 1.926743602609132, + "grad_norm": 0.6993822451522304, + "learning_rate": 3.415864609245322e-07, + "logits/chosen": -0.6285854578018188, + "logits/rejected": -0.39469218254089355, + "logps/chosen": -4.612381935119629, + "logps/rejected": -5.276145935058594, + "loss": 0.0538, + "rewards/accuracies": 0.625, + "rewards/chosen": -4.612381935119629, + "rewards/margins": 0.6637641787528992, + "rewards/rejected": -5.276145935058594, + "sft_loss": 4.32518196105957, + "step": 3600 + }, + { + "epoch": 1.926743602609132, + "eval_logits/chosen": -0.19392162561416626, + "eval_logits/rejected": -0.11848235875368118, + "eval_logps/chosen": -4.392752170562744, + "eval_logps/rejected": -5.105625152587891, + "eval_loss": 0.050199832767248154, + "eval_rewards/accuracies": 0.6706231236457825, + "eval_rewards/chosen": -4.392752170562744, + "eval_rewards/margins": 0.7128726840019226, + "eval_rewards/rejected": -5.105625152587891, + "eval_runtime": 43.6821, + "eval_samples_per_second": 30.791, + "eval_sft_loss": 4.002551555633545, + "eval_steps_per_second": 7.715, + "step": 3600 + }, + { + "epoch": 1.9294196353905335, + "grad_norm": 0.6257521040940824, + "learning_rate": 3.401100613330605e-07, + "logits/chosen": -0.659002423286438, + "logits/rejected": -0.6791312098503113, + "logps/chosen": -4.4525041580200195, + "logps/rejected": -4.979853630065918, + "loss": 0.0522, + "rewards/accuracies": 0.6187499761581421, + "rewards/chosen": -4.4525041580200195, + "rewards/margins": 0.5273498296737671, + "rewards/rejected": -4.979853630065918, + "sft_loss": 4.170391082763672, + "step": 3605 + }, + { + "epoch": 1.932095668171935, + "grad_norm": 0.4089140471882675, + "learning_rate": 3.3863521299447514e-07, + "logits/chosen": -0.7611128091812134, + "logits/rejected": -0.5972421765327454, + "logps/chosen": -4.496156692504883, + "logps/rejected": -5.160966396331787, + "loss": 0.0518, + "rewards/accuracies": 0.731249988079071, + "rewards/chosen": -4.496156692504883, + "rewards/margins": 0.6648092269897461, + "rewards/rejected": -5.160966396331787, + "sft_loss": 4.231772422790527, + "step": 3610 + }, + { + "epoch": 1.9347717009533367, + "grad_norm": 0.48322369126586207, + "learning_rate": 3.371619302177609e-07, + "logits/chosen": -0.5951191186904907, + "logits/rejected": -0.4748874306678772, + "logps/chosen": -4.238120079040527, + "logps/rejected": -4.906714916229248, + "loss": 0.0523, + "rewards/accuracies": 0.7437499761581421, + "rewards/chosen": -4.238120079040527, + "rewards/margins": 0.6685947179794312, + "rewards/rejected": -4.906714916229248, + "sft_loss": 4.043089866638184, + "step": 3615 + }, + { + "epoch": 1.9374477337347382, + "grad_norm": 0.5794409196041558, + "learning_rate": 3.3569022729671393e-07, + "logits/chosen": -0.6748926043510437, + "logits/rejected": -0.5976932644844055, + "logps/chosen": -4.524143695831299, + "logps/rejected": -5.054104804992676, + "loss": 0.0535, + "rewards/accuracies": 0.65625, + "rewards/chosen": -4.524143695831299, + "rewards/margins": 0.5299606323242188, + "rewards/rejected": -5.054104804992676, + "sft_loss": 4.340511322021484, + "step": 3620 + }, + { + "epoch": 1.9401237665161397, + "grad_norm": 0.5279893079245322, + "learning_rate": 3.342201185098024e-07, + "logits/chosen": -0.6123486757278442, + "logits/rejected": -0.6996939182281494, + "logps/chosen": -4.531851768493652, + "logps/rejected": -4.982184410095215, + "loss": 0.0522, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -4.531851768493652, + "rewards/margins": 0.45033249258995056, + "rewards/rejected": -4.982184410095215, + "sft_loss": 4.264678001403809, + "step": 3625 + }, + { + "epoch": 1.9427997992975414, + "grad_norm": 0.37947357656290986, + "learning_rate": 3.3275161812002807e-07, + "logits/chosen": -0.7515096068382263, + "logits/rejected": -0.7556384801864624, + "logps/chosen": -4.489173889160156, + "logps/rejected": -5.211699485778809, + "loss": 0.0522, + "rewards/accuracies": 0.6937500238418579, + "rewards/chosen": -4.489173889160156, + "rewards/margins": 0.7225257754325867, + "rewards/rejected": -5.211699485778809, + "sft_loss": 4.294496536254883, + "step": 3630 + }, + { + "epoch": 1.945475832078943, + "grad_norm": 0.4762230882406768, + "learning_rate": 3.312847403747883e-07, + "logits/chosen": -0.8362226486206055, + "logits/rejected": -0.7179775238037109, + "logps/chosen": -4.3791608810424805, + "logps/rejected": -5.017988204956055, + "loss": 0.0516, + "rewards/accuracies": 0.6937500238418579, + "rewards/chosen": -4.3791608810424805, + "rewards/margins": 0.6388277411460876, + "rewards/rejected": -5.017988204956055, + "sft_loss": 4.1786041259765625, + "step": 3635 + }, + { + "epoch": 1.9481518648603444, + "grad_norm": 0.3912746197909673, + "learning_rate": 3.2981949950573733e-07, + "logits/chosen": -0.798759400844574, + "logits/rejected": -0.7608662843704224, + "logps/chosen": -4.474329948425293, + "logps/rejected": -4.8702874183654785, + "loss": 0.0528, + "rewards/accuracies": 0.6875, + "rewards/chosen": -4.474329948425293, + "rewards/margins": 0.39595749974250793, + "rewards/rejected": -4.8702874183654785, + "sft_loss": 4.2373576164245605, + "step": 3640 + }, + { + "epoch": 1.9508278976417461, + "grad_norm": 0.35840613224127876, + "learning_rate": 3.283559097286486e-07, + "logits/chosen": -0.808552086353302, + "logits/rejected": -0.7010661363601685, + "logps/chosen": -4.502739906311035, + "logps/rejected": -5.010723114013672, + "loss": 0.0517, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.502739906311035, + "rewards/margins": 0.5079833269119263, + "rewards/rejected": -5.010723114013672, + "sft_loss": 4.265407562255859, + "step": 3645 + }, + { + "epoch": 1.9535039304231478, + "grad_norm": 0.5624166775638073, + "learning_rate": 3.268939852432765e-07, + "logits/chosen": -0.8713280558586121, + "logits/rejected": -0.7609729766845703, + "logps/chosen": -4.547420501708984, + "logps/rejected": -4.945748805999756, + "loss": 0.0537, + "rewards/accuracies": 0.6187499761581421, + "rewards/chosen": -4.547420501708984, + "rewards/margins": 0.39832815527915955, + "rewards/rejected": -4.945748805999756, + "sft_loss": 4.321547031402588, + "step": 3650 + }, + { + "epoch": 1.9561799632045491, + "grad_norm": 0.640464388594747, + "learning_rate": 3.254337402332187e-07, + "logits/chosen": -0.7530469298362732, + "logits/rejected": -0.6614114046096802, + "logps/chosen": -4.3991498947143555, + "logps/rejected": -4.974169731140137, + "loss": 0.0517, + "rewards/accuracies": 0.71875, + "rewards/chosen": -4.3991498947143555, + "rewards/margins": 0.5750197768211365, + "rewards/rejected": -4.974169731140137, + "sft_loss": 4.073417663574219, + "step": 3655 + }, + { + "epoch": 1.9588559959859508, + "grad_norm": 0.7826149378891815, + "learning_rate": 3.239751888657788e-07, + "logits/chosen": -0.8150887489318848, + "logits/rejected": -0.6764761209487915, + "logps/chosen": -4.439477443695068, + "logps/rejected": -5.054062843322754, + "loss": 0.052, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.439477443695068, + "rewards/margins": 0.6145855188369751, + "rewards/rejected": -5.054062843322754, + "sft_loss": 4.1504130363464355, + "step": 3660 + }, + { + "epoch": 1.9615320287673526, + "grad_norm": 0.5243116461810982, + "learning_rate": 3.2251834529182856e-07, + "logits/chosen": -0.811129093170166, + "logits/rejected": -0.741647481918335, + "logps/chosen": -4.62777042388916, + "logps/rejected": -5.247431755065918, + "loss": 0.0516, + "rewards/accuracies": 0.625, + "rewards/chosen": -4.62777042388916, + "rewards/margins": 0.619661271572113, + "rewards/rejected": -5.247431755065918, + "sft_loss": 4.312007904052734, + "step": 3665 + }, + { + "epoch": 1.9642080615487538, + "grad_norm": 0.6932294843418075, + "learning_rate": 3.2106322364567075e-07, + "logits/chosen": -0.8636505007743835, + "logits/rejected": -0.7221062779426575, + "logps/chosen": -4.473482131958008, + "logps/rejected": -5.16109561920166, + "loss": 0.0526, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.473482131958008, + "rewards/margins": 0.687613844871521, + "rewards/rejected": -5.16109561920166, + "sft_loss": 4.3453369140625, + "step": 3670 + }, + { + "epoch": 1.9668840943301555, + "grad_norm": 0.48803374595992904, + "learning_rate": 3.1960983804490183e-07, + "logits/chosen": -0.7714400887489319, + "logits/rejected": -0.6253121495246887, + "logps/chosen": -4.469629764556885, + "logps/rejected": -5.101070880889893, + "loss": 0.0525, + "rewards/accuracies": 0.6875, + "rewards/chosen": -4.469629764556885, + "rewards/margins": 0.6314407587051392, + "rewards/rejected": -5.101070880889893, + "sft_loss": 4.1811909675598145, + "step": 3675 + }, + { + "epoch": 1.9695601271115573, + "grad_norm": 0.49570477577166744, + "learning_rate": 3.1815820259027537e-07, + "logits/chosen": -0.7076514959335327, + "logits/rejected": -0.6141311526298523, + "logps/chosen": -4.3212409019470215, + "logps/rejected": -4.94888973236084, + "loss": 0.0505, + "rewards/accuracies": 0.668749988079071, + "rewards/chosen": -4.3212409019470215, + "rewards/margins": 0.6276490092277527, + "rewards/rejected": -4.94888973236084, + "sft_loss": 3.9617087841033936, + "step": 3680 + }, + { + "epoch": 1.9722361598929585, + "grad_norm": 0.4735982835000428, + "learning_rate": 3.16708331365565e-07, + "logits/chosen": -0.7425435781478882, + "logits/rejected": -0.6649722456932068, + "logps/chosen": -4.505172252655029, + "logps/rejected": -5.1141815185546875, + "loss": 0.0522, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -4.505172252655029, + "rewards/margins": 0.6090092062950134, + "rewards/rejected": -5.1141815185546875, + "sft_loss": 4.269981384277344, + "step": 3685 + }, + { + "epoch": 1.9749121926743602, + "grad_norm": 0.4522049169058261, + "learning_rate": 3.152602384374275e-07, + "logits/chosen": -0.762370228767395, + "logits/rejected": -0.5487732887268066, + "logps/chosen": -4.422214508056641, + "logps/rejected": -5.175688743591309, + "loss": 0.051, + "rewards/accuracies": 0.6937500238418579, + "rewards/chosen": -4.422214508056641, + "rewards/margins": 0.7534740567207336, + "rewards/rejected": -5.175688743591309, + "sft_loss": 4.079712867736816, + "step": 3690 + }, + { + "epoch": 1.977588225455762, + "grad_norm": 0.4854058110443599, + "learning_rate": 3.1381393785526697e-07, + "logits/chosen": -0.7188117504119873, + "logits/rejected": -0.650273859500885, + "logps/chosen": -4.508002281188965, + "logps/rejected": -5.148285865783691, + "loss": 0.0515, + "rewards/accuracies": 0.706250011920929, + "rewards/chosen": -4.508002281188965, + "rewards/margins": 0.6402831077575684, + "rewards/rejected": -5.148285865783691, + "sft_loss": 4.219584941864014, + "step": 3695 + }, + { + "epoch": 1.9802642582371635, + "grad_norm": 0.47726523208034904, + "learning_rate": 3.123694436510979e-07, + "logits/chosen": -0.7229140996932983, + "logits/rejected": -0.5779396295547485, + "logps/chosen": -4.463196754455566, + "logps/rejected": -5.073942184448242, + "loss": 0.0524, + "rewards/accuracies": 0.6937500238418579, + "rewards/chosen": -4.463196754455566, + "rewards/margins": 0.6107456684112549, + "rewards/rejected": -5.073942184448242, + "sft_loss": 4.222643852233887, + "step": 3700 + }, + { + "epoch": 1.982940291018565, + "grad_norm": 0.4677889584155691, + "learning_rate": 3.1092676983940946e-07, + "logits/chosen": -0.6963552832603455, + "logits/rejected": -0.6475489735603333, + "logps/chosen": -4.44657564163208, + "logps/rejected": -5.048283576965332, + "loss": 0.0513, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.44657564163208, + "rewards/margins": 0.6017080545425415, + "rewards/rejected": -5.048283576965332, + "sft_loss": 4.102275848388672, + "step": 3705 + }, + { + "epoch": 1.9856163237999667, + "grad_norm": 0.37810938228783636, + "learning_rate": 3.094859304170293e-07, + "logits/chosen": -0.49164676666259766, + "logits/rejected": -0.5156913995742798, + "logps/chosen": -4.413491249084473, + "logps/rejected": -5.021629333496094, + "loss": 0.0516, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -4.413491249084473, + "rewards/margins": 0.6081380248069763, + "rewards/rejected": -5.021629333496094, + "sft_loss": 4.1239399909973145, + "step": 3710 + }, + { + "epoch": 1.9882923565813682, + "grad_norm": 0.4315476171180668, + "learning_rate": 3.0804693936298795e-07, + "logits/chosen": -0.6968036890029907, + "logits/rejected": -0.6801964640617371, + "logps/chosen": -4.3998332023620605, + "logps/rejected": -5.117763519287109, + "loss": 0.0515, + "rewards/accuracies": 0.6937500238418579, + "rewards/chosen": -4.3998332023620605, + "rewards/margins": 0.7179301381111145, + "rewards/rejected": -5.117763519287109, + "sft_loss": 4.231060028076172, + "step": 3715 + }, + { + "epoch": 1.9909683893627697, + "grad_norm": 0.5569686698493027, + "learning_rate": 3.066098106383826e-07, + "logits/chosen": -0.6866349577903748, + "logits/rejected": -0.5895728468894958, + "logps/chosen": -4.407230854034424, + "logps/rejected": -5.047307014465332, + "loss": 0.0511, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -4.407230854034424, + "rewards/margins": 0.6400759816169739, + "rewards/rejected": -5.047307014465332, + "sft_loss": 4.018852710723877, + "step": 3720 + }, + { + "epoch": 1.9936444221441714, + "grad_norm": 0.4670996934775318, + "learning_rate": 3.0517455818624263e-07, + "logits/chosen": -0.7536731958389282, + "logits/rejected": -0.6881700754165649, + "logps/chosen": -4.4293742179870605, + "logps/rejected": -5.185140609741211, + "loss": 0.0517, + "rewards/accuracies": 0.731249988079071, + "rewards/chosen": -4.4293742179870605, + "rewards/margins": 0.7557664513587952, + "rewards/rejected": -5.185140609741211, + "sft_loss": 4.174285411834717, + "step": 3725 + }, + { + "epoch": 1.9963204549255729, + "grad_norm": 0.5546489639055374, + "learning_rate": 3.037411959313936e-07, + "logits/chosen": -0.6394184827804565, + "logits/rejected": -0.49718838930130005, + "logps/chosen": -4.460624694824219, + "logps/rejected": -5.078179359436035, + "loss": 0.0517, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.460624694824219, + "rewards/margins": 0.6175544261932373, + "rewards/rejected": -5.078179359436035, + "sft_loss": 4.196967124938965, + "step": 3730 + }, + { + "epoch": 1.9989964877069744, + "grad_norm": 1.0187071463911035, + "learning_rate": 3.023097377803224e-07, + "logits/chosen": -0.593445897102356, + "logits/rejected": -0.5435713529586792, + "logps/chosen": -4.4680399894714355, + "logps/rejected": -5.042878150939941, + "loss": 0.0531, + "rewards/accuracies": 0.65625, + "rewards/chosen": -4.4680399894714355, + "rewards/margins": 0.5748375058174133, + "rewards/rejected": -5.042878150939941, + "sft_loss": 4.189925193786621, + "step": 3735 + }, + { + "epoch": 2.001672520488376, + "grad_norm": 0.5385102791360227, + "learning_rate": 3.008801976210423e-07, + "logits/chosen": -0.6135790348052979, + "logits/rejected": -0.5923279523849487, + "logps/chosen": -4.367274284362793, + "logps/rejected": -4.868128776550293, + "loss": 0.0523, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -4.367274284362793, + "rewards/margins": 0.5008544325828552, + "rewards/rejected": -4.868128776550293, + "sft_loss": 4.043814659118652, + "step": 3740 + }, + { + "epoch": 2.0043485532697773, + "grad_norm": 0.42762656945134886, + "learning_rate": 2.994525893229581e-07, + "logits/chosen": -0.6263781189918518, + "logits/rejected": -0.5807645320892334, + "logps/chosen": -4.394901275634766, + "logps/rejected": -5.174359321594238, + "loss": 0.0494, + "rewards/accuracies": 0.7437499761581421, + "rewards/chosen": -4.394901275634766, + "rewards/margins": 0.7794585227966309, + "rewards/rejected": -5.174359321594238, + "sft_loss": 4.081959247589111, + "step": 3745 + }, + { + "epoch": 2.007024586051179, + "grad_norm": 0.543376451163454, + "learning_rate": 2.98026926736732e-07, + "logits/chosen": -0.7248175740242004, + "logits/rejected": -0.6078269481658936, + "logps/chosen": -4.447038650512695, + "logps/rejected": -5.048276424407959, + "loss": 0.0523, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -4.447038650512695, + "rewards/margins": 0.6012377738952637, + "rewards/rejected": -5.048276424407959, + "sft_loss": 4.144289970397949, + "step": 3750 + }, + { + "epoch": 2.0097006188325808, + "grad_norm": 0.52379641957468, + "learning_rate": 2.9660322369414846e-07, + "logits/chosen": -0.6346576809883118, + "logits/rejected": -0.4830950200557709, + "logps/chosen": -4.529818534851074, + "logps/rejected": -5.26165771484375, + "loss": 0.052, + "rewards/accuracies": 0.71875, + "rewards/chosen": -4.529818534851074, + "rewards/margins": 0.7318395376205444, + "rewards/rejected": -5.26165771484375, + "sft_loss": 4.303341865539551, + "step": 3755 + }, + { + "epoch": 2.0123766516139825, + "grad_norm": 0.3017257682052039, + "learning_rate": 2.9518149400798063e-07, + "logits/chosen": -0.6983194947242737, + "logits/rejected": -0.6876857876777649, + "logps/chosen": -4.475781440734863, + "logps/rejected": -5.232280731201172, + "loss": 0.0513, + "rewards/accuracies": 0.65625, + "rewards/chosen": -4.475781440734863, + "rewards/margins": 0.7564995884895325, + "rewards/rejected": -5.232280731201172, + "sft_loss": 4.246873378753662, + "step": 3760 + }, + { + "epoch": 2.0150526843953838, + "grad_norm": 0.49335157540079083, + "learning_rate": 2.9376175147185633e-07, + "logits/chosen": -0.7001711130142212, + "logits/rejected": -0.46811890602111816, + "logps/chosen": -4.475892066955566, + "logps/rejected": -5.218499660491943, + "loss": 0.0503, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.475892066955566, + "rewards/margins": 0.742607831954956, + "rewards/rejected": -5.218499660491943, + "sft_loss": 4.178433418273926, + "step": 3765 + }, + { + "epoch": 2.0177287171767855, + "grad_norm": 0.4934910914071619, + "learning_rate": 2.9234400986012376e-07, + "logits/chosen": -0.6719244122505188, + "logits/rejected": -0.46986284852027893, + "logps/chosen": -4.391491413116455, + "logps/rejected": -5.1664628982543945, + "loss": 0.0505, + "rewards/accuracies": 0.7250000238418579, + "rewards/chosen": -4.391491413116455, + "rewards/margins": 0.7749711275100708, + "rewards/rejected": -5.1664628982543945, + "sft_loss": 4.1042280197143555, + "step": 3770 + }, + { + "epoch": 2.020404749958187, + "grad_norm": 0.47750762194874763, + "learning_rate": 2.9092828292771817e-07, + "logits/chosen": -0.5587464570999146, + "logits/rejected": -0.5431086421012878, + "logps/chosen": -4.312157154083252, + "logps/rejected": -5.090926170349121, + "loss": 0.0507, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -4.312157154083252, + "rewards/margins": 0.7787691354751587, + "rewards/rejected": -5.090926170349121, + "sft_loss": 4.055374622344971, + "step": 3775 + }, + { + "epoch": 2.0230807827395885, + "grad_norm": 0.4971383253803019, + "learning_rate": 2.8951458441002875e-07, + "logits/chosen": -0.5055549144744873, + "logits/rejected": -0.5332974195480347, + "logps/chosen": -4.194530487060547, + "logps/rejected": -4.8951096534729, + "loss": 0.0505, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.194530487060547, + "rewards/margins": 0.7005791068077087, + "rewards/rejected": -4.8951096534729, + "sft_loss": 3.8925559520721436, + "step": 3780 + }, + { + "epoch": 2.02575681552099, + "grad_norm": 0.6609434060993625, + "learning_rate": 2.881029280227643e-07, + "logits/chosen": -0.6029443740844727, + "logits/rejected": -0.4277864098548889, + "logps/chosen": -4.241337776184082, + "logps/rejected": -5.0103559494018555, + "loss": 0.0505, + "rewards/accuracies": 0.668749988079071, + "rewards/chosen": -4.241337776184082, + "rewards/margins": 0.7690183520317078, + "rewards/rejected": -5.0103559494018555, + "sft_loss": 3.975001573562622, + "step": 3785 + }, + { + "epoch": 2.028432848302392, + "grad_norm": 0.5220314563570935, + "learning_rate": 2.8669332746182177e-07, + "logits/chosen": -0.6425802111625671, + "logits/rejected": -0.4697285294532776, + "logps/chosen": -4.399476051330566, + "logps/rejected": -5.2246599197387695, + "loss": 0.0516, + "rewards/accuracies": 0.71875, + "rewards/chosen": -4.399476051330566, + "rewards/margins": 0.8251844644546509, + "rewards/rejected": -5.2246599197387695, + "sft_loss": 4.189549446105957, + "step": 3790 + }, + { + "epoch": 2.031108881083793, + "grad_norm": 0.5237960313740657, + "learning_rate": 2.8528579640315156e-07, + "logits/chosen": -0.5389834046363831, + "logits/rejected": -0.5551042556762695, + "logps/chosen": -4.534903526306152, + "logps/rejected": -5.066584587097168, + "loss": 0.0514, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -4.534903526306152, + "rewards/margins": 0.5316810607910156, + "rewards/rejected": -5.066584587097168, + "sft_loss": 4.209554672241211, + "step": 3795 + }, + { + "epoch": 2.033784913865195, + "grad_norm": 0.8509289539923249, + "learning_rate": 2.8388034850262646e-07, + "logits/chosen": -0.6247214674949646, + "logits/rejected": -0.4796470105648041, + "logps/chosen": -4.471749305725098, + "logps/rejected": -5.176628589630127, + "loss": 0.0517, + "rewards/accuracies": 0.668749988079071, + "rewards/chosen": -4.471749305725098, + "rewards/margins": 0.7048790454864502, + "rewards/rejected": -5.176628589630127, + "sft_loss": 4.188010215759277, + "step": 3800 + }, + { + "epoch": 2.0364609466465966, + "grad_norm": 0.49482388890694134, + "learning_rate": 2.824769973959079e-07, + "logits/chosen": -0.5981681942939758, + "logits/rejected": -0.46991783380508423, + "logps/chosen": -4.412623405456543, + "logps/rejected": -5.10774040222168, + "loss": 0.0511, + "rewards/accuracies": 0.7250000238418579, + "rewards/chosen": -4.412623405456543, + "rewards/margins": 0.6951168775558472, + "rewards/rejected": -5.10774040222168, + "sft_loss": 4.103912830352783, + "step": 3805 + }, + { + "epoch": 2.039136979427998, + "grad_norm": 0.4973281897641397, + "learning_rate": 2.81075756698315e-07, + "logits/chosen": -0.419619083404541, + "logits/rejected": -0.36085718870162964, + "logps/chosen": -4.509213447570801, + "logps/rejected": -5.325683116912842, + "loss": 0.0509, + "rewards/accuracies": 0.7437499761581421, + "rewards/chosen": -4.509213447570801, + "rewards/margins": 0.8164698481559753, + "rewards/rejected": -5.325683116912842, + "sft_loss": 4.111828804016113, + "step": 3810 + }, + { + "epoch": 2.0418130122093996, + "grad_norm": 0.483257312769065, + "learning_rate": 2.7967664000469035e-07, + "logits/chosen": -0.643826961517334, + "logits/rejected": -0.571256160736084, + "logps/chosen": -4.353998184204102, + "logps/rejected": -5.058455944061279, + "loss": 0.0497, + "rewards/accuracies": 0.706250011920929, + "rewards/chosen": -4.353998184204102, + "rewards/margins": 0.7044575810432434, + "rewards/rejected": -5.058455944061279, + "sft_loss": 4.034123420715332, + "step": 3815 + }, + { + "epoch": 2.0444890449908013, + "grad_norm": 0.5003139679448172, + "learning_rate": 2.7827966088927095e-07, + "logits/chosen": -0.6849731206893921, + "logits/rejected": -0.45091620087623596, + "logps/chosen": -4.401778221130371, + "logps/rejected": -5.4099321365356445, + "loss": 0.0501, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.401778221130371, + "rewards/margins": 1.0081536769866943, + "rewards/rejected": -5.4099321365356445, + "sft_loss": 4.158273220062256, + "step": 3820 + }, + { + "epoch": 2.0471650777722026, + "grad_norm": 0.62368546467921, + "learning_rate": 2.768848329055538e-07, + "logits/chosen": -0.5754817724227905, + "logits/rejected": -0.5407590270042419, + "logps/chosen": -4.350062370300293, + "logps/rejected": -5.087815284729004, + "loss": 0.0516, + "rewards/accuracies": 0.75, + "rewards/chosen": -4.350062370300293, + "rewards/margins": 0.7377529740333557, + "rewards/rejected": -5.087815284729004, + "sft_loss": 4.1428022384643555, + "step": 3825 + }, + { + "epoch": 2.0498411105536043, + "grad_norm": 0.6755483572701749, + "learning_rate": 2.7549216958616657e-07, + "logits/chosen": -0.6843256950378418, + "logits/rejected": -0.5472108125686646, + "logps/chosen": -4.316120147705078, + "logps/rejected": -5.0950846672058105, + "loss": 0.0501, + "rewards/accuracies": 0.6312500238418579, + "rewards/chosen": -4.316120147705078, + "rewards/margins": 0.778964638710022, + "rewards/rejected": -5.0950846672058105, + "sft_loss": 3.9356772899627686, + "step": 3830 + }, + { + "epoch": 2.052517143335006, + "grad_norm": 0.5183086582560419, + "learning_rate": 2.741016844427344e-07, + "logits/chosen": -0.5944709181785583, + "logits/rejected": -0.42749032378196716, + "logps/chosen": -4.316996097564697, + "logps/rejected": -5.204145908355713, + "loss": 0.0509, + "rewards/accuracies": 0.7562500238418579, + "rewards/chosen": -4.316996097564697, + "rewards/margins": 0.8871499300003052, + "rewards/rejected": -5.204145908355713, + "sft_loss": 4.075043201446533, + "step": 3835 + }, + { + "epoch": 2.0551931761164073, + "grad_norm": 0.6822860631658114, + "learning_rate": 2.7271339096575073e-07, + "logits/chosen": -0.48182693123817444, + "logits/rejected": -0.332283079624176, + "logps/chosen": -4.471286773681641, + "logps/rejected": -5.244685649871826, + "loss": 0.0519, + "rewards/accuracies": 0.7250000238418579, + "rewards/chosen": -4.471286773681641, + "rewards/margins": 0.7733985781669617, + "rewards/rejected": -5.244685649871826, + "sft_loss": 4.19659948348999, + "step": 3840 + }, + { + "epoch": 2.057869208897809, + "grad_norm": 0.5230422649929072, + "learning_rate": 2.713273026244446e-07, + "logits/chosen": -0.6334673762321472, + "logits/rejected": -0.4097228944301605, + "logps/chosen": -4.314341068267822, + "logps/rejected": -5.308169364929199, + "loss": 0.0496, + "rewards/accuracies": 0.78125, + "rewards/chosen": -4.314341068267822, + "rewards/margins": 0.9938287734985352, + "rewards/rejected": -5.308169364929199, + "sft_loss": 4.097606182098389, + "step": 3845 + }, + { + "epoch": 2.0605452416792107, + "grad_norm": 0.5414559580682413, + "learning_rate": 2.6994343286665156e-07, + "logits/chosen": -0.5962134599685669, + "logits/rejected": -0.40147629380226135, + "logps/chosen": -4.273350715637207, + "logps/rejected": -5.072994232177734, + "loss": 0.0515, + "rewards/accuracies": 0.7437499761581421, + "rewards/chosen": -4.273350715637207, + "rewards/margins": 0.7996436357498169, + "rewards/rejected": -5.072994232177734, + "sft_loss": 4.124640941619873, + "step": 3850 + }, + { + "epoch": 2.063221274460612, + "grad_norm": 0.5728560322778394, + "learning_rate": 2.6856179511868156e-07, + "logits/chosen": -0.536620020866394, + "logits/rejected": -0.3343598246574402, + "logps/chosen": -4.325739860534668, + "logps/rejected": -5.295504093170166, + "loss": 0.0504, + "rewards/accuracies": 0.71875, + "rewards/chosen": -4.325739860534668, + "rewards/margins": 0.9697640538215637, + "rewards/rejected": -5.295504093170166, + "sft_loss": 4.102086067199707, + "step": 3855 + }, + { + "epoch": 2.0658973072420137, + "grad_norm": 1.2383843978128164, + "learning_rate": 2.6718240278519056e-07, + "logits/chosen": -0.4679384231567383, + "logits/rejected": -0.3461325466632843, + "logps/chosen": -4.238699913024902, + "logps/rejected": -5.298345565795898, + "loss": 0.0513, + "rewards/accuracies": 0.7562500238418579, + "rewards/chosen": -4.238699913024902, + "rewards/margins": 1.059645652770996, + "rewards/rejected": -5.298345565795898, + "sft_loss": 4.039071083068848, + "step": 3860 + }, + { + "epoch": 2.0685733400234154, + "grad_norm": 0.5339414572143288, + "learning_rate": 2.6580526924904866e-07, + "logits/chosen": -0.591120719909668, + "logits/rejected": -0.44554227590560913, + "logps/chosen": -4.540846347808838, + "logps/rejected": -5.21270751953125, + "loss": 0.0514, + "rewards/accuracies": 0.737500011920929, + "rewards/chosen": -4.540846347808838, + "rewards/margins": 0.6718612909317017, + "rewards/rejected": -5.21270751953125, + "sft_loss": 4.238110065460205, + "step": 3865 + }, + { + "epoch": 2.0712493728048167, + "grad_norm": 0.7737575710376245, + "learning_rate": 2.6443040787121186e-07, + "logits/chosen": -0.6046738028526306, + "logits/rejected": -0.5335342884063721, + "logps/chosen": -4.3026251792907715, + "logps/rejected": -5.078793525695801, + "loss": 0.0506, + "rewards/accuracies": 0.737500011920929, + "rewards/chosen": -4.3026251792907715, + "rewards/margins": 0.776168942451477, + "rewards/rejected": -5.078793525695801, + "sft_loss": 4.051812171936035, + "step": 3870 + }, + { + "epoch": 2.0739254055862184, + "grad_norm": 0.6711585502238905, + "learning_rate": 2.6305783199059084e-07, + "logits/chosen": -0.506575345993042, + "logits/rejected": -0.43495336174964905, + "logps/chosen": -4.321440696716309, + "logps/rejected": -4.975607395172119, + "loss": 0.0526, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -4.321440696716309, + "rewards/margins": 0.6541663408279419, + "rewards/rejected": -4.975607395172119, + "sft_loss": 3.996849536895752, + "step": 3875 + }, + { + "epoch": 2.07660143836762, + "grad_norm": 0.5671498478920758, + "learning_rate": 2.6168755492392324e-07, + "logits/chosen": -0.5049850344657898, + "logits/rejected": -0.3581571578979492, + "logps/chosen": -4.16782808303833, + "logps/rejected": -5.161293029785156, + "loss": 0.0478, + "rewards/accuracies": 0.762499988079071, + "rewards/chosen": -4.16782808303833, + "rewards/margins": 0.9934650659561157, + "rewards/rejected": -5.161293029785156, + "sft_loss": 3.852004289627075, + "step": 3880 + }, + { + "epoch": 2.0792774711490214, + "grad_norm": 0.6388184892624315, + "learning_rate": 2.6031958996564274e-07, + "logits/chosen": -0.5345726013183594, + "logits/rejected": -0.4473126530647278, + "logps/chosen": -4.377729892730713, + "logps/rejected": -5.321441173553467, + "loss": 0.052, + "rewards/accuracies": 0.6937500238418579, + "rewards/chosen": -4.377729892730713, + "rewards/margins": 0.9437112808227539, + "rewards/rejected": -5.321441173553467, + "sft_loss": 4.083974361419678, + "step": 3885 + }, + { + "epoch": 2.081953503930423, + "grad_norm": 0.5796454245935159, + "learning_rate": 2.589539503877518e-07, + "logits/chosen": -0.49546051025390625, + "logits/rejected": -0.4058174192905426, + "logps/chosen": -4.520596504211426, + "logps/rejected": -5.284416675567627, + "loss": 0.0509, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.520596504211426, + "rewards/margins": 0.7638201713562012, + "rewards/rejected": -5.284416675567627, + "sft_loss": 4.191913604736328, + "step": 3890 + }, + { + "epoch": 2.084629536711825, + "grad_norm": 0.6308232585959354, + "learning_rate": 2.5759064943969125e-07, + "logits/chosen": -0.6473763585090637, + "logits/rejected": -0.4293528199195862, + "logps/chosen": -4.480085372924805, + "logps/rejected": -5.307429313659668, + "loss": 0.0496, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.480085372924805, + "rewards/margins": 0.8273438215255737, + "rewards/rejected": -5.307429313659668, + "sft_loss": 4.166953086853027, + "step": 3895 + }, + { + "epoch": 2.087305569493226, + "grad_norm": 0.41789748875310195, + "learning_rate": 2.562297003482131e-07, + "logits/chosen": -0.4854046404361725, + "logits/rejected": -0.5152328014373779, + "logps/chosen": -4.265536308288574, + "logps/rejected": -5.083382606506348, + "loss": 0.05, + "rewards/accuracies": 0.762499988079071, + "rewards/chosen": -4.265536308288574, + "rewards/margins": 0.8178454637527466, + "rewards/rejected": -5.083382606506348, + "sft_loss": 4.026615142822266, + "step": 3900 + }, + { + "epoch": 2.089981602274628, + "grad_norm": 0.50281439414106, + "learning_rate": 2.548711163172512e-07, + "logits/chosen": -0.508335292339325, + "logits/rejected": -0.45731106400489807, + "logps/chosen": -4.417618751525879, + "logps/rejected": -4.980834484100342, + "loss": 0.0529, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -4.417618751525879, + "rewards/margins": 0.5632158517837524, + "rewards/rejected": -4.980834484100342, + "sft_loss": 4.1282525062561035, + "step": 3905 + }, + { + "epoch": 2.0926576350560295, + "grad_norm": 0.45251177117536173, + "learning_rate": 2.53514910527794e-07, + "logits/chosen": -0.5585693120956421, + "logits/rejected": -0.45644134283065796, + "logps/chosen": -4.4364118576049805, + "logps/rejected": -5.043321132659912, + "loss": 0.0514, + "rewards/accuracies": 0.65625, + "rewards/chosen": -4.4364118576049805, + "rewards/margins": 0.6069098711013794, + "rewards/rejected": -5.043321132659912, + "sft_loss": 4.154627799987793, + "step": 3910 + }, + { + "epoch": 2.095333667837431, + "grad_norm": 0.40511189458381863, + "learning_rate": 2.5216109613775573e-07, + "logits/chosen": -0.6440985202789307, + "logits/rejected": -0.4846329689025879, + "logps/chosen": -4.497926712036133, + "logps/rejected": -5.19435977935791, + "loss": 0.0523, + "rewards/accuracies": 0.668749988079071, + "rewards/chosen": -4.497926712036133, + "rewards/margins": 0.6964332461357117, + "rewards/rejected": -5.19435977935791, + "sft_loss": 4.278082847595215, + "step": 3915 + }, + { + "epoch": 2.0980097006188325, + "grad_norm": 0.4670713965434905, + "learning_rate": 2.5080968628184993e-07, + "logits/chosen": -0.6064902544021606, + "logits/rejected": -0.45147815346717834, + "logps/chosen": -4.359574317932129, + "logps/rejected": -5.300755500793457, + "loss": 0.0499, + "rewards/accuracies": 0.75, + "rewards/chosen": -4.359574317932129, + "rewards/margins": 0.9411810040473938, + "rewards/rejected": -5.300755500793457, + "sft_loss": 4.128987789154053, + "step": 3920 + }, + { + "epoch": 2.1006857334002342, + "grad_norm": 0.5730415890834424, + "learning_rate": 2.494606940714605e-07, + "logits/chosen": -0.5470038652420044, + "logits/rejected": -0.5130370855331421, + "logps/chosen": -4.274531364440918, + "logps/rejected": -5.124925136566162, + "loss": 0.0501, + "rewards/accuracies": 0.7437499761581421, + "rewards/chosen": -4.274531364440918, + "rewards/margins": 0.8503939509391785, + "rewards/rejected": -5.124925136566162, + "sft_loss": 4.024096488952637, + "step": 3925 + }, + { + "epoch": 2.103361766181636, + "grad_norm": 0.6418488771852127, + "learning_rate": 2.4811413259451625e-07, + "logits/chosen": -0.6766397953033447, + "logits/rejected": -0.5185081362724304, + "logps/chosen": -4.179051876068115, + "logps/rejected": -5.043671131134033, + "loss": 0.0503, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.179051876068115, + "rewards/margins": 0.8646184802055359, + "rewards/rejected": -5.043671131134033, + "sft_loss": 3.994061231613159, + "step": 3930 + }, + { + "epoch": 2.106037798963037, + "grad_norm": 0.8344092727300619, + "learning_rate": 2.46770014915362e-07, + "logits/chosen": -0.5785678029060364, + "logits/rejected": -0.5231860280036926, + "logps/chosen": -4.328639507293701, + "logps/rejected": -5.083830833435059, + "loss": 0.0519, + "rewards/accuracies": 0.71875, + "rewards/chosen": -4.328639507293701, + "rewards/margins": 0.7551919221878052, + "rewards/rejected": -5.083830833435059, + "sft_loss": 4.054540634155273, + "step": 3935 + }, + { + "epoch": 2.108713831744439, + "grad_norm": 0.572911342683585, + "learning_rate": 2.45428354074634e-07, + "logits/chosen": -0.5792239904403687, + "logits/rejected": -0.5249115228652954, + "logps/chosen": -4.367335319519043, + "logps/rejected": -5.200791358947754, + "loss": 0.0507, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -4.367335319519043, + "rewards/margins": 0.8334552645683289, + "rewards/rejected": -5.200791358947754, + "sft_loss": 4.094059467315674, + "step": 3940 + }, + { + "epoch": 2.1113898645258407, + "grad_norm": 0.7828143017853226, + "learning_rate": 2.4408916308913105e-07, + "logits/chosen": -0.627918004989624, + "logits/rejected": -0.43884220719337463, + "logps/chosen": -4.496485233306885, + "logps/rejected": -5.016319274902344, + "loss": 0.0542, + "rewards/accuracies": 0.606249988079071, + "rewards/chosen": -4.496485233306885, + "rewards/margins": 0.5198333263397217, + "rewards/rejected": -5.016319274902344, + "sft_loss": 4.241923809051514, + "step": 3945 + }, + { + "epoch": 2.114065897307242, + "grad_norm": 0.4412923182404486, + "learning_rate": 2.4275245495169025e-07, + "logits/chosen": -0.46839475631713867, + "logits/rejected": -0.3399216830730438, + "logps/chosen": -4.385307788848877, + "logps/rejected": -5.189986228942871, + "loss": 0.0507, + "rewards/accuracies": 0.71875, + "rewards/chosen": -4.385307788848877, + "rewards/margins": 0.8046786189079285, + "rewards/rejected": -5.189986228942871, + "sft_loss": 4.065909385681152, + "step": 3950 + }, + { + "epoch": 2.1167419300886436, + "grad_norm": 0.5664224161497169, + "learning_rate": 2.414182426310597e-07, + "logits/chosen": -0.5879368782043457, + "logits/rejected": -0.5610846877098083, + "logps/chosen": -4.477884769439697, + "logps/rejected": -5.357515811920166, + "loss": 0.0509, + "rewards/accuracies": 0.71875, + "rewards/chosen": -4.477884769439697, + "rewards/margins": 0.8796316385269165, + "rewards/rejected": -5.357515811920166, + "sft_loss": 4.248618125915527, + "step": 3955 + }, + { + "epoch": 2.1194179628700454, + "grad_norm": 0.7459652480812919, + "learning_rate": 2.400865390717734e-07, + "logits/chosen": -0.5339723825454712, + "logits/rejected": -0.45431438088417053, + "logps/chosen": -4.340689659118652, + "logps/rejected": -5.388014793395996, + "loss": 0.0509, + "rewards/accuracies": 0.731249988079071, + "rewards/chosen": -4.340689659118652, + "rewards/margins": 1.0473250150680542, + "rewards/rejected": -5.388014793395996, + "sft_loss": 4.13299036026001, + "step": 3960 + }, + { + "epoch": 2.1220939956514466, + "grad_norm": 0.6963469828066498, + "learning_rate": 2.3875735719402475e-07, + "logits/chosen": -0.5947713851928711, + "logits/rejected": -0.46804705262184143, + "logps/chosen": -4.319635391235352, + "logps/rejected": -5.16073751449585, + "loss": 0.0503, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -4.319635391235352, + "rewards/margins": 0.8411022424697876, + "rewards/rejected": -5.16073751449585, + "sft_loss": 4.115952491760254, + "step": 3965 + }, + { + "epoch": 2.1247700284328483, + "grad_norm": 0.6912742586775039, + "learning_rate": 2.3743070989354258e-07, + "logits/chosen": -0.49584469199180603, + "logits/rejected": -0.43432727456092834, + "logps/chosen": -4.370326042175293, + "logps/rejected": -5.163401126861572, + "loss": 0.0501, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.370326042175293, + "rewards/margins": 0.7930749654769897, + "rewards/rejected": -5.163401126861572, + "sft_loss": 4.079747200012207, + "step": 3970 + }, + { + "epoch": 2.12744606121425, + "grad_norm": 0.8168965575173682, + "learning_rate": 2.3610661004146454e-07, + "logits/chosen": -0.4701816439628601, + "logits/rejected": -0.37462377548217773, + "logps/chosen": -4.166764736175537, + "logps/rejected": -4.933764457702637, + "loss": 0.0492, + "rewards/accuracies": 0.706250011920929, + "rewards/chosen": -4.166764736175537, + "rewards/margins": 0.7669999599456787, + "rewards/rejected": -4.933764457702637, + "sft_loss": 3.8806662559509277, + "step": 3975 + }, + { + "epoch": 2.1301220939956513, + "grad_norm": 0.5062705554333068, + "learning_rate": 2.3478507048421314e-07, + "logits/chosen": -0.5912007093429565, + "logits/rejected": -0.4949302077293396, + "logps/chosen": -4.348996162414551, + "logps/rejected": -5.174300193786621, + "loss": 0.0507, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.348996162414551, + "rewards/margins": 0.8253036737442017, + "rewards/rejected": -5.174300193786621, + "sft_loss": 4.080183982849121, + "step": 3980 + }, + { + "epoch": 2.132798126777053, + "grad_norm": 0.4939655496191941, + "learning_rate": 2.334661040433713e-07, + "logits/chosen": -0.6417457461357117, + "logits/rejected": -0.5208768844604492, + "logps/chosen": -4.459622383117676, + "logps/rejected": -5.17165470123291, + "loss": 0.0509, + "rewards/accuracies": 0.6875, + "rewards/chosen": -4.459622383117676, + "rewards/margins": 0.712032675743103, + "rewards/rejected": -5.17165470123291, + "sft_loss": 4.136000633239746, + "step": 3985 + }, + { + "epoch": 2.1354741595584548, + "grad_norm": 0.5756338757986629, + "learning_rate": 2.321497235155568e-07, + "logits/chosen": -0.6245895624160767, + "logits/rejected": -0.48283690214157104, + "logps/chosen": -4.137881278991699, + "logps/rejected": -4.993329048156738, + "loss": 0.051, + "rewards/accuracies": 0.7749999761581421, + "rewards/chosen": -4.137881278991699, + "rewards/margins": 0.8554474115371704, + "rewards/rejected": -4.993329048156738, + "sft_loss": 3.891702175140381, + "step": 3990 + }, + { + "epoch": 2.138150192339856, + "grad_norm": 0.44803672826678165, + "learning_rate": 2.3083594167229965e-07, + "logits/chosen": -0.6495420336723328, + "logits/rejected": -0.3557949364185333, + "logps/chosen": -4.3771562576293945, + "logps/rejected": -5.219357967376709, + "loss": 0.0507, + "rewards/accuracies": 0.731249988079071, + "rewards/chosen": -4.3771562576293945, + "rewards/margins": 0.8422020077705383, + "rewards/rejected": -5.219357967376709, + "sft_loss": 4.094968318939209, + "step": 3995 + }, + { + "epoch": 2.1408262251212578, + "grad_norm": 0.49845593248591585, + "learning_rate": 2.295247712599167e-07, + "logits/chosen": -0.47788986563682556, + "logits/rejected": -0.4273671507835388, + "logps/chosen": -4.382460594177246, + "logps/rejected": -5.201376914978027, + "loss": 0.0495, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -4.382460594177246, + "rewards/margins": 0.8189162015914917, + "rewards/rejected": -5.201376914978027, + "sft_loss": 4.001456260681152, + "step": 4000 + }, + { + "epoch": 2.1408262251212578, + "eval_logits/chosen": -0.1283819079399109, + "eval_logits/rejected": -0.04881530627608299, + "eval_logps/chosen": -4.425081253051758, + "eval_logps/rejected": -5.172266006469727, + "eval_loss": 0.05017642304301262, + "eval_rewards/accuracies": 0.6824925541877747, + "eval_rewards/chosen": -4.425081253051758, + "eval_rewards/margins": 0.7471847534179688, + "eval_rewards/rejected": -5.172266006469727, + "eval_runtime": 43.6658, + "eval_samples_per_second": 30.802, + "eval_sft_loss": 4.0304131507873535, + "eval_steps_per_second": 7.718, + "step": 4000 + }, + { + "epoch": 2.1435022579026595, + "grad_norm": 0.7882371901975319, + "learning_rate": 2.2821622499938948e-07, + "logits/chosen": -0.4993532598018646, + "logits/rejected": -0.27499154210090637, + "logps/chosen": -4.4369096755981445, + "logps/rejected": -5.1286773681640625, + "loss": 0.0505, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -4.4369096755981445, + "rewards/margins": 0.6917680501937866, + "rewards/rejected": -5.1286773681640625, + "sft_loss": 4.113725185394287, + "step": 4005 + }, + { + "epoch": 2.1461782906840607, + "grad_norm": 0.43338654645231023, + "learning_rate": 2.269103155862391e-07, + "logits/chosen": -0.5864294767379761, + "logits/rejected": -0.4958516061306, + "logps/chosen": -4.39797830581665, + "logps/rejected": -5.171106815338135, + "loss": 0.0492, + "rewards/accuracies": 0.737500011920929, + "rewards/chosen": -4.39797830581665, + "rewards/margins": 0.7731285691261292, + "rewards/rejected": -5.171106815338135, + "sft_loss": 4.035377502441406, + "step": 4010 + }, + { + "epoch": 2.1488543234654625, + "grad_norm": 0.6139850564200314, + "learning_rate": 2.2560705569040483e-07, + "logits/chosen": -0.5838503241539001, + "logits/rejected": -0.29924023151397705, + "logps/chosen": -4.422863483428955, + "logps/rejected": -5.126218318939209, + "loss": 0.0525, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.422863483428955, + "rewards/margins": 0.7033548951148987, + "rewards/rejected": -5.126218318939209, + "sft_loss": 4.190646648406982, + "step": 4015 + }, + { + "epoch": 2.151530356246864, + "grad_norm": 0.38126355663852096, + "learning_rate": 2.2430645795611963e-07, + "logits/chosen": -0.6254383325576782, + "logits/rejected": -0.5177367329597473, + "logps/chosen": -4.241569995880127, + "logps/rejected": -5.178333282470703, + "loss": 0.0492, + "rewards/accuracies": 0.731249988079071, + "rewards/chosen": -4.241569995880127, + "rewards/margins": 0.9367631077766418, + "rewards/rejected": -5.178333282470703, + "sft_loss": 4.025848388671875, + "step": 4020 + }, + { + "epoch": 2.1542063890282654, + "grad_norm": 0.6022080952404661, + "learning_rate": 2.230085350017884e-07, + "logits/chosen": -0.4921099543571472, + "logits/rejected": -0.4022812843322754, + "logps/chosen": -4.403489112854004, + "logps/rejected": -5.125845909118652, + "loss": 0.0515, + "rewards/accuracies": 0.6937500238418579, + "rewards/chosen": -4.403489112854004, + "rewards/margins": 0.7223564386367798, + "rewards/rejected": -5.125845909118652, + "sft_loss": 4.141639232635498, + "step": 4025 + }, + { + "epoch": 2.156882421809667, + "grad_norm": 0.41144679514794413, + "learning_rate": 2.2171329941986554e-07, + "logits/chosen": -0.567827582359314, + "logits/rejected": -0.5381026864051819, + "logps/chosen": -4.448178768157959, + "logps/rejected": -5.184752464294434, + "loss": 0.0487, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -4.448178768157959, + "rewards/margins": 0.7365739345550537, + "rewards/rejected": -5.184752464294434, + "sft_loss": 3.9973690509796143, + "step": 4030 + }, + { + "epoch": 2.159558454591069, + "grad_norm": 0.36913164131639964, + "learning_rate": 2.2042076377673202e-07, + "logits/chosen": -0.4624423086643219, + "logits/rejected": -0.5211446285247803, + "logps/chosen": -4.310798645019531, + "logps/rejected": -4.899218559265137, + "loss": 0.051, + "rewards/accuracies": 0.65625, + "rewards/chosen": -4.310798645019531, + "rewards/margins": 0.5884201526641846, + "rewards/rejected": -4.899218559265137, + "sft_loss": 3.971083879470825, + "step": 4035 + }, + { + "epoch": 2.16223448737247, + "grad_norm": 0.4706814819040189, + "learning_rate": 2.1913094061257476e-07, + "logits/chosen": -0.48843860626220703, + "logits/rejected": -0.5447765588760376, + "logps/chosen": -4.407719612121582, + "logps/rejected": -5.136025428771973, + "loss": 0.0503, + "rewards/accuracies": 0.731249988079071, + "rewards/chosen": -4.407719612121582, + "rewards/margins": 0.7283057570457458, + "rewards/rejected": -5.136025428771973, + "sft_loss": 4.117656707763672, + "step": 4040 + }, + { + "epoch": 2.164910520153872, + "grad_norm": 0.5224363116699678, + "learning_rate": 2.178438424412633e-07, + "logits/chosen": -0.48264041543006897, + "logits/rejected": -0.35010209679603577, + "logps/chosen": -4.316220283508301, + "logps/rejected": -5.103582859039307, + "loss": 0.0506, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -4.316220283508301, + "rewards/margins": 0.7873626351356506, + "rewards/rejected": -5.103582859039307, + "sft_loss": 4.044312953948975, + "step": 4045 + }, + { + "epoch": 2.1675865529352736, + "grad_norm": 0.5005902988702267, + "learning_rate": 2.165594817502302e-07, + "logits/chosen": -0.606683611869812, + "logits/rejected": -0.4693070948123932, + "logps/chosen": -4.577552318572998, + "logps/rejected": -5.201845645904541, + "loss": 0.0543, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -4.577552318572998, + "rewards/margins": 0.6242929697036743, + "rewards/rejected": -5.201845645904541, + "sft_loss": 4.395869255065918, + "step": 4050 + }, + { + "epoch": 2.170262585716675, + "grad_norm": 0.8616687130483774, + "learning_rate": 2.1527787100034806e-07, + "logits/chosen": -0.4424276351928711, + "logits/rejected": -0.3929523825645447, + "logps/chosen": -4.442006587982178, + "logps/rejected": -5.012038707733154, + "loss": 0.0515, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.442006587982178, + "rewards/margins": 0.5700324773788452, + "rewards/rejected": -5.012038707733154, + "sft_loss": 4.1983137130737305, + "step": 4055 + }, + { + "epoch": 2.1729386184980766, + "grad_norm": 0.5607644795062077, + "learning_rate": 2.1399902262581037e-07, + "logits/chosen": -0.47108763456344604, + "logits/rejected": -0.2918552756309509, + "logps/chosen": -4.58528995513916, + "logps/rejected": -5.079229354858398, + "loss": 0.0536, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.58528995513916, + "rewards/margins": 0.4939393997192383, + "rewards/rejected": -5.079229354858398, + "sft_loss": 4.271696090698242, + "step": 4060 + }, + { + "epoch": 2.1756146512794783, + "grad_norm": 0.43632048260347456, + "learning_rate": 2.127229490340094e-07, + "logits/chosen": -0.6190832257270813, + "logits/rejected": -0.5601855516433716, + "logps/chosen": -4.535567283630371, + "logps/rejected": -5.2590484619140625, + "loss": 0.0507, + "rewards/accuracies": 0.731249988079071, + "rewards/chosen": -4.535567283630371, + "rewards/margins": 0.7234816551208496, + "rewards/rejected": -5.2590484619140625, + "sft_loss": 4.2203569412231445, + "step": 4065 + }, + { + "epoch": 2.1782906840608796, + "grad_norm": 0.6195928853464827, + "learning_rate": 2.1144966260541698e-07, + "logits/chosen": -0.47305387258529663, + "logits/rejected": -0.2560986578464508, + "logps/chosen": -4.438614845275879, + "logps/rejected": -5.22701358795166, + "loss": 0.0504, + "rewards/accuracies": 0.71875, + "rewards/chosen": -4.438614845275879, + "rewards/margins": 0.788398802280426, + "rewards/rejected": -5.22701358795166, + "sft_loss": 4.108904838562012, + "step": 4070 + }, + { + "epoch": 2.1809667168422813, + "grad_norm": 0.6276113445477532, + "learning_rate": 2.1017917569346332e-07, + "logits/chosen": -0.5066081285476685, + "logits/rejected": -0.33284324407577515, + "logps/chosen": -4.2841796875, + "logps/rejected": -5.065493583679199, + "loss": 0.0488, + "rewards/accuracies": 0.7250000238418579, + "rewards/chosen": -4.2841796875, + "rewards/margins": 0.781313955783844, + "rewards/rejected": -5.065493583679199, + "sft_loss": 3.9601006507873535, + "step": 4075 + }, + { + "epoch": 2.183642749623683, + "grad_norm": 0.4990160075189289, + "learning_rate": 2.0891150062441837e-07, + "logits/chosen": -0.5469022989273071, + "logits/rejected": -0.43186479806900024, + "logps/chosen": -4.410531044006348, + "logps/rejected": -5.272799491882324, + "loss": 0.0501, + "rewards/accuracies": 0.71875, + "rewards/chosen": -4.410531044006348, + "rewards/margins": 0.862269401550293, + "rewards/rejected": -5.272799491882324, + "sft_loss": 4.101141929626465, + "step": 4080 + }, + { + "epoch": 2.1863187824050843, + "grad_norm": 0.5608444030127769, + "learning_rate": 2.0764664969727086e-07, + "logits/chosen": -0.4370051920413971, + "logits/rejected": -0.4030459523200989, + "logps/chosen": -4.343447685241699, + "logps/rejected": -5.117300033569336, + "loss": 0.0514, + "rewards/accuracies": 0.75, + "rewards/chosen": -4.343447685241699, + "rewards/margins": 0.7738524675369263, + "rewards/rejected": -5.117300033569336, + "sft_loss": 4.0537004470825195, + "step": 4085 + }, + { + "epoch": 2.188994815186486, + "grad_norm": 0.4616541721561178, + "learning_rate": 2.0638463518361033e-07, + "logits/chosen": -0.5887266397476196, + "logits/rejected": -0.40685874223709106, + "logps/chosen": -4.335751533508301, + "logps/rejected": -5.148130893707275, + "loss": 0.0497, + "rewards/accuracies": 0.7250000238418579, + "rewards/chosen": -4.335751533508301, + "rewards/margins": 0.8123795390129089, + "rewards/rejected": -5.148130893707275, + "sft_loss": 4.002298355102539, + "step": 4090 + }, + { + "epoch": 2.1916708479678877, + "grad_norm": 0.48487732652880655, + "learning_rate": 2.0512546932750702e-07, + "logits/chosen": -0.6202269792556763, + "logits/rejected": -0.5550543069839478, + "logps/chosen": -4.4029717445373535, + "logps/rejected": -5.139110565185547, + "loss": 0.05, + "rewards/accuracies": 0.75, + "rewards/chosen": -4.4029717445373535, + "rewards/margins": 0.7361379861831665, + "rewards/rejected": -5.139110565185547, + "sft_loss": 4.068113327026367, + "step": 4095 + }, + { + "epoch": 2.194346880749289, + "grad_norm": 0.6573744914370229, + "learning_rate": 2.0386916434539343e-07, + "logits/chosen": -0.5262848138809204, + "logits/rejected": -0.36401256918907166, + "logps/chosen": -4.441623210906982, + "logps/rejected": -5.173140525817871, + "loss": 0.0504, + "rewards/accuracies": 0.706250011920929, + "rewards/chosen": -4.441623210906982, + "rewards/margins": 0.7315176129341125, + "rewards/rejected": -5.173140525817871, + "sft_loss": 4.165780544281006, + "step": 4100 + }, + { + "epoch": 2.1970229135306907, + "grad_norm": 0.3888934141845449, + "learning_rate": 2.0261573242594627e-07, + "logits/chosen": -0.5840184092521667, + "logits/rejected": -0.37567561864852905, + "logps/chosen": -4.419126033782959, + "logps/rejected": -5.130116939544678, + "loss": 0.0503, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -4.419126033782959, + "rewards/margins": 0.710990309715271, + "rewards/rejected": -5.130116939544678, + "sft_loss": 4.077830791473389, + "step": 4105 + }, + { + "epoch": 2.1996989463120924, + "grad_norm": 0.456644627783221, + "learning_rate": 2.0136518572996724e-07, + "logits/chosen": -0.5277017951011658, + "logits/rejected": -0.3363708555698395, + "logps/chosen": -4.343173503875732, + "logps/rejected": -5.2076520919799805, + "loss": 0.0498, + "rewards/accuracies": 0.7437499761581421, + "rewards/chosen": -4.343173503875732, + "rewards/margins": 0.864478588104248, + "rewards/rejected": -5.2076520919799805, + "sft_loss": 4.059588432312012, + "step": 4110 + }, + { + "epoch": 2.202374979093494, + "grad_norm": 0.8814258415453387, + "learning_rate": 2.0011753639026617e-07, + "logits/chosen": -0.5193076133728027, + "logits/rejected": -0.4687017500400543, + "logps/chosen": -4.271040916442871, + "logps/rejected": -5.097018241882324, + "loss": 0.0506, + "rewards/accuracies": 0.71875, + "rewards/chosen": -4.271040916442871, + "rewards/margins": 0.8259771466255188, + "rewards/rejected": -5.097018241882324, + "sft_loss": 4.0006866455078125, + "step": 4115 + }, + { + "epoch": 2.2050510118748954, + "grad_norm": 1.0062502081971152, + "learning_rate": 1.988727965115421e-07, + "logits/chosen": -0.5313402414321899, + "logits/rejected": -0.4530180096626282, + "logps/chosen": -4.26535177230835, + "logps/rejected": -4.9814958572387695, + "loss": 0.051, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.26535177230835, + "rewards/margins": 0.7161434888839722, + "rewards/rejected": -4.9814958572387695, + "sft_loss": 3.927295207977295, + "step": 4120 + }, + { + "epoch": 2.207727044656297, + "grad_norm": 0.5130358179198009, + "learning_rate": 1.9763097817026713e-07, + "logits/chosen": -0.6455596685409546, + "logits/rejected": -0.4709509015083313, + "logps/chosen": -4.263947486877441, + "logps/rejected": -5.230985164642334, + "loss": 0.0494, + "rewards/accuracies": 0.706250011920929, + "rewards/chosen": -4.263947486877441, + "rewards/margins": 0.9670373797416687, + "rewards/rejected": -5.230985164642334, + "sft_loss": 4.01256799697876, + "step": 4125 + }, + { + "epoch": 2.210403077437699, + "grad_norm": 0.5308083984882473, + "learning_rate": 1.9639209341456796e-07, + "logits/chosen": -0.48948168754577637, + "logits/rejected": -0.4048754572868347, + "logps/chosen": -4.374345302581787, + "logps/rejected": -5.212045669555664, + "loss": 0.0508, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.374345302581787, + "rewards/margins": 0.8377002477645874, + "rewards/rejected": -5.212045669555664, + "sft_loss": 4.143846035003662, + "step": 4130 + }, + { + "epoch": 2.2130791102191, + "grad_norm": 0.6579927947500825, + "learning_rate": 1.951561542641102e-07, + "logits/chosen": -0.43879157304763794, + "logits/rejected": -0.47929683327674866, + "logps/chosen": -4.64826774597168, + "logps/rejected": -5.293527126312256, + "loss": 0.0528, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -4.64826774597168, + "rewards/margins": 0.6452595591545105, + "rewards/rejected": -5.293527126312256, + "sft_loss": 4.384035587310791, + "step": 4135 + }, + { + "epoch": 2.215755143000502, + "grad_norm": 0.47203788257132495, + "learning_rate": 1.939231727099806e-07, + "logits/chosen": -0.7212651968002319, + "logits/rejected": -0.6945225596427917, + "logps/chosen": -4.426300525665283, + "logps/rejected": -5.091549873352051, + "loss": 0.0523, + "rewards/accuracies": 0.65625, + "rewards/chosen": -4.426300525665283, + "rewards/margins": 0.6652489900588989, + "rewards/rejected": -5.091549873352051, + "sft_loss": 4.201467037200928, + "step": 4140 + }, + { + "epoch": 2.2184311757819035, + "grad_norm": 0.5210625073348275, + "learning_rate": 1.926931607145719e-07, + "logits/chosen": -0.48468074202537537, + "logits/rejected": -0.34400853514671326, + "logps/chosen": -4.48496150970459, + "logps/rejected": -5.186110496520996, + "loss": 0.0517, + "rewards/accuracies": 0.6875, + "rewards/chosen": -4.48496150970459, + "rewards/margins": 0.7011483311653137, + "rewards/rejected": -5.186110496520996, + "sft_loss": 4.240595817565918, + "step": 4145 + }, + { + "epoch": 2.221107208563305, + "grad_norm": 0.5057793732411678, + "learning_rate": 1.9146613021146564e-07, + "logits/chosen": -0.5926092863082886, + "logits/rejected": -0.5084186792373657, + "logps/chosen": -4.342706203460693, + "logps/rejected": -5.126007080078125, + "loss": 0.051, + "rewards/accuracies": 0.737500011920929, + "rewards/chosen": -4.342706203460693, + "rewards/margins": 0.7833006381988525, + "rewards/rejected": -5.126007080078125, + "sft_loss": 4.122036933898926, + "step": 4150 + }, + { + "epoch": 2.2237832413447065, + "grad_norm": 0.5561533289544062, + "learning_rate": 1.9024209310531736e-07, + "logits/chosen": -0.53857421875, + "logits/rejected": -0.564507007598877, + "logps/chosen": -4.204834938049316, + "logps/rejected": -4.915310859680176, + "loss": 0.0498, + "rewards/accuracies": 0.6875, + "rewards/chosen": -4.204834938049316, + "rewards/margins": 0.7104752063751221, + "rewards/rejected": -4.915310859680176, + "sft_loss": 3.8613171577453613, + "step": 4155 + }, + { + "epoch": 2.2264592741261082, + "grad_norm": 0.5253662073311304, + "learning_rate": 1.890210612717401e-07, + "logits/chosen": -0.5691213607788086, + "logits/rejected": -0.46318894624710083, + "logps/chosen": -4.2865753173828125, + "logps/rejected": -5.037796974182129, + "loss": 0.0508, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -4.2865753173828125, + "rewards/margins": 0.7512213587760925, + "rewards/rejected": -5.037796974182129, + "sft_loss": 3.989332914352417, + "step": 4160 + }, + { + "epoch": 2.2291353069075095, + "grad_norm": 0.8607988910539622, + "learning_rate": 1.8780304655719054e-07, + "logits/chosen": -0.5708852410316467, + "logits/rejected": -0.4509698748588562, + "logps/chosen": -4.365791320800781, + "logps/rejected": -5.173333168029785, + "loss": 0.0508, + "rewards/accuracies": 0.7437499761581421, + "rewards/chosen": -4.365791320800781, + "rewards/margins": 0.8075419664382935, + "rewards/rejected": -5.173333168029785, + "sft_loss": 4.056873798370361, + "step": 4165 + }, + { + "epoch": 2.231811339688911, + "grad_norm": 0.5134203809896304, + "learning_rate": 1.865880607788523e-07, + "logits/chosen": -0.41466793417930603, + "logits/rejected": -0.3671296536922455, + "logps/chosen": -4.496591567993164, + "logps/rejected": -5.2434611320495605, + "loss": 0.0515, + "rewards/accuracies": 0.7437499761581421, + "rewards/chosen": -4.496591567993164, + "rewards/margins": 0.7468695640563965, + "rewards/rejected": -5.2434611320495605, + "sft_loss": 4.2933125495910645, + "step": 4170 + }, + { + "epoch": 2.234487372470313, + "grad_norm": 0.8386477494904435, + "learning_rate": 1.8537611572452316e-07, + "logits/chosen": -0.5454100370407104, + "logits/rejected": -0.489818274974823, + "logps/chosen": -4.303423881530762, + "logps/rejected": -4.978426456451416, + "loss": 0.0511, + "rewards/accuracies": 0.75, + "rewards/chosen": -4.303423881530762, + "rewards/margins": 0.6750025153160095, + "rewards/rejected": -4.978426456451416, + "sft_loss": 4.052245140075684, + "step": 4175 + }, + { + "epoch": 2.237163405251714, + "grad_norm": 0.5292166862327569, + "learning_rate": 1.84167223152499e-07, + "logits/chosen": -0.5939118266105652, + "logits/rejected": -0.3603335916996002, + "logps/chosen": -4.377429008483887, + "logps/rejected": -5.199066638946533, + "loss": 0.0518, + "rewards/accuracies": 0.7250000238418579, + "rewards/chosen": -4.377429008483887, + "rewards/margins": 0.8216379284858704, + "rewards/rejected": -5.199066638946533, + "sft_loss": 4.115596294403076, + "step": 4180 + }, + { + "epoch": 2.239839438033116, + "grad_norm": 0.46250808555766243, + "learning_rate": 1.8296139479146112e-07, + "logits/chosen": -0.5663339495658875, + "logits/rejected": -0.5795478224754333, + "logps/chosen": -4.320345401763916, + "logps/rejected": -4.9951090812683105, + "loss": 0.0496, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.320345401763916, + "rewards/margins": 0.6747641563415527, + "rewards/rejected": -4.9951090812683105, + "sft_loss": 3.985612392425537, + "step": 4185 + }, + { + "epoch": 2.2425154708145176, + "grad_norm": 0.5679127795921808, + "learning_rate": 1.8175864234036132e-07, + "logits/chosen": -0.38469135761260986, + "logits/rejected": -0.32198047637939453, + "logps/chosen": -4.41266393661499, + "logps/rejected": -5.213027477264404, + "loss": 0.0522, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.41266393661499, + "rewards/margins": 0.8003634214401245, + "rewards/rejected": -5.213027477264404, + "sft_loss": 4.142411708831787, + "step": 4190 + }, + { + "epoch": 2.245191503595919, + "grad_norm": 0.5275047258385396, + "learning_rate": 1.805589774683094e-07, + "logits/chosen": -0.6430431008338928, + "logits/rejected": -0.5319651365280151, + "logps/chosen": -4.51082706451416, + "logps/rejected": -5.1332502365112305, + "loss": 0.0511, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -4.51082706451416, + "rewards/margins": 0.6224239468574524, + "rewards/rejected": -5.1332502365112305, + "sft_loss": 4.149545192718506, + "step": 4195 + }, + { + "epoch": 2.2478675363773206, + "grad_norm": 0.9553414854876922, + "learning_rate": 1.79362411814459e-07, + "logits/chosen": -0.4228852689266205, + "logits/rejected": -0.48189735412597656, + "logps/chosen": -4.54064416885376, + "logps/rejected": -5.114188194274902, + "loss": 0.0533, + "rewards/accuracies": 0.625, + "rewards/chosen": -4.54064416885376, + "rewards/margins": 0.5735443234443665, + "rewards/rejected": -5.114188194274902, + "sft_loss": 4.239465236663818, + "step": 4200 + }, + { + "epoch": 2.2505435691587223, + "grad_norm": 0.5301697919356788, + "learning_rate": 1.7816895698789552e-07, + "logits/chosen": -0.6335599422454834, + "logits/rejected": -0.5704717040061951, + "logps/chosen": -4.397948265075684, + "logps/rejected": -5.013107776641846, + "loss": 0.0512, + "rewards/accuracies": 0.6875, + "rewards/chosen": -4.397948265075684, + "rewards/margins": 0.6151598691940308, + "rewards/rejected": -5.013107776641846, + "sft_loss": 4.019219398498535, + "step": 4205 + }, + { + "epoch": 2.2532196019401236, + "grad_norm": 0.5965623207104415, + "learning_rate": 1.7697862456752271e-07, + "logits/chosen": -0.6049562692642212, + "logits/rejected": -0.5032862424850464, + "logps/chosen": -4.441383361816406, + "logps/rejected": -5.372580051422119, + "loss": 0.0504, + "rewards/accuracies": 0.78125, + "rewards/chosen": -4.441383361816406, + "rewards/margins": 0.9311968088150024, + "rewards/rejected": -5.372580051422119, + "sft_loss": 4.193260192871094, + "step": 4210 + }, + { + "epoch": 2.2558956347215253, + "grad_norm": 0.5692373231128439, + "learning_rate": 1.7579142610195124e-07, + "logits/chosen": -0.5579692721366882, + "logits/rejected": -0.41172391176223755, + "logps/chosen": -4.479569435119629, + "logps/rejected": -5.320120334625244, + "loss": 0.0512, + "rewards/accuracies": 0.6875, + "rewards/chosen": -4.479569435119629, + "rewards/margins": 0.8405508995056152, + "rewards/rejected": -5.320120334625244, + "sft_loss": 4.19023323059082, + "step": 4215 + }, + { + "epoch": 2.258571667502927, + "grad_norm": 0.4625400570301139, + "learning_rate": 1.7460737310938568e-07, + "logits/chosen": -0.6162181496620178, + "logits/rejected": -0.4331566393375397, + "logps/chosen": -4.258967399597168, + "logps/rejected": -5.199514865875244, + "loss": 0.0489, + "rewards/accuracies": 0.8062499761581421, + "rewards/chosen": -4.258967399597168, + "rewards/margins": 0.9405480623245239, + "rewards/rejected": -5.199514865875244, + "sft_loss": 4.05273962020874, + "step": 4220 + }, + { + "epoch": 2.2612477002843283, + "grad_norm": 0.43115961904462236, + "learning_rate": 1.734264770775133e-07, + "logits/chosen": -0.607951283454895, + "logits/rejected": -0.33437463641166687, + "logps/chosen": -4.299620151519775, + "logps/rejected": -5.036246299743652, + "loss": 0.0515, + "rewards/accuracies": 0.6875, + "rewards/chosen": -4.299620151519775, + "rewards/margins": 0.7366262078285217, + "rewards/rejected": -5.036246299743652, + "sft_loss": 4.027946949005127, + "step": 4225 + }, + { + "epoch": 2.26392373306573, + "grad_norm": 0.48013732174352947, + "learning_rate": 1.7224874946339241e-07, + "logits/chosen": -0.6221799850463867, + "logits/rejected": -0.5745702385902405, + "logps/chosen": -4.352818012237549, + "logps/rejected": -5.210912704467773, + "loss": 0.0496, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -4.352818012237549, + "rewards/margins": 0.8580950498580933, + "rewards/rejected": -5.210912704467773, + "sft_loss": 3.973453998565674, + "step": 4230 + }, + { + "epoch": 2.2665997658471317, + "grad_norm": 0.7057461663028228, + "learning_rate": 1.7107420169334186e-07, + "logits/chosen": -0.580518364906311, + "logits/rejected": -0.5512189269065857, + "logps/chosen": -4.463744640350342, + "logps/rejected": -5.126254081726074, + "loss": 0.0508, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -4.463744640350342, + "rewards/margins": 0.6625092029571533, + "rewards/rejected": -5.126254081726074, + "sft_loss": 4.1474785804748535, + "step": 4235 + }, + { + "epoch": 2.269275798628533, + "grad_norm": 0.507618517027458, + "learning_rate": 1.6990284516282893e-07, + "logits/chosen": -0.6491494178771973, + "logits/rejected": -0.6031497120857239, + "logps/chosen": -4.328498840332031, + "logps/rejected": -5.156960964202881, + "loss": 0.0492, + "rewards/accuracies": 0.6937500238418579, + "rewards/chosen": -4.328498840332031, + "rewards/margins": 0.8284620046615601, + "rewards/rejected": -5.156960964202881, + "sft_loss": 3.988081455230713, + "step": 4240 + }, + { + "epoch": 2.2719518314099347, + "grad_norm": 0.5354500570840905, + "learning_rate": 1.687346912363602e-07, + "logits/chosen": -0.649688184261322, + "logits/rejected": -0.5386859178543091, + "logps/chosen": -4.2751312255859375, + "logps/rejected": -5.127442359924316, + "loss": 0.0494, + "rewards/accuracies": 0.78125, + "rewards/chosen": -4.2751312255859375, + "rewards/margins": 0.8523112535476685, + "rewards/rejected": -5.127442359924316, + "sft_loss": 3.931128740310669, + "step": 4245 + }, + { + "epoch": 2.2746278641913364, + "grad_norm": 0.45037905004230455, + "learning_rate": 1.675697512473697e-07, + "logits/chosen": -0.6232026219367981, + "logits/rejected": -0.4436233639717102, + "logps/chosen": -4.427603244781494, + "logps/rejected": -5.331129550933838, + "loss": 0.0489, + "rewards/accuracies": 0.7875000238418579, + "rewards/chosen": -4.427603244781494, + "rewards/margins": 0.9035263061523438, + "rewards/rejected": -5.331129550933838, + "sft_loss": 4.014822959899902, + "step": 4250 + }, + { + "epoch": 2.2773038969727377, + "grad_norm": 0.47836813814529966, + "learning_rate": 1.6640803649811087e-07, + "logits/chosen": -0.6468229293823242, + "logits/rejected": -0.3750753402709961, + "logps/chosen": -4.370386600494385, + "logps/rejected": -5.446681976318359, + "loss": 0.0493, + "rewards/accuracies": 0.7562500238418579, + "rewards/chosen": -4.370386600494385, + "rewards/margins": 1.0762957334518433, + "rewards/rejected": -5.446681976318359, + "sft_loss": 3.9946656227111816, + "step": 4255 + }, + { + "epoch": 2.2799799297541394, + "grad_norm": 0.5266132700479489, + "learning_rate": 1.6524955825954472e-07, + "logits/chosen": -0.5416319966316223, + "logits/rejected": -0.4869862496852875, + "logps/chosen": -4.454476833343506, + "logps/rejected": -5.066670894622803, + "loss": 0.0523, + "rewards/accuracies": 0.606249988079071, + "rewards/chosen": -4.454476833343506, + "rewards/margins": 0.6121941208839417, + "rewards/rejected": -5.066670894622803, + "sft_loss": 4.193382263183594, + "step": 4260 + }, + { + "epoch": 2.282655962535541, + "grad_norm": 0.4791585184216119, + "learning_rate": 1.6409432777123277e-07, + "logits/chosen": -0.6844125986099243, + "logits/rejected": -0.5556963682174683, + "logps/chosen": -4.241826057434082, + "logps/rejected": -5.29033899307251, + "loss": 0.0483, + "rewards/accuracies": 0.75, + "rewards/chosen": -4.241826057434082, + "rewards/margins": 1.0485130548477173, + "rewards/rejected": -5.29033899307251, + "sft_loss": 3.9664692878723145, + "step": 4265 + }, + { + "epoch": 2.285331995316943, + "grad_norm": 0.7294224331857638, + "learning_rate": 1.6294235624122577e-07, + "logits/chosen": -0.5351814031600952, + "logits/rejected": -0.28361183404922485, + "logps/chosen": -4.251220703125, + "logps/rejected": -5.081398963928223, + "loss": 0.0509, + "rewards/accuracies": 0.668749988079071, + "rewards/chosen": -4.251220703125, + "rewards/margins": 0.8301783800125122, + "rewards/rejected": -5.081398963928223, + "sft_loss": 3.9799981117248535, + "step": 4270 + }, + { + "epoch": 2.288008028098344, + "grad_norm": 0.4378161663138991, + "learning_rate": 1.6179365484595697e-07, + "logits/chosen": -0.588020920753479, + "logits/rejected": -0.5045811533927917, + "logps/chosen": -4.37821626663208, + "logps/rejected": -5.1824727058410645, + "loss": 0.051, + "rewards/accuracies": 0.71875, + "rewards/chosen": -4.37821626663208, + "rewards/margins": 0.8042561411857605, + "rewards/rejected": -5.1824727058410645, + "sft_loss": 4.135249137878418, + "step": 4275 + }, + { + "epoch": 2.290684060879746, + "grad_norm": 0.8272843307460743, + "learning_rate": 1.60648234730132e-07, + "logits/chosen": -0.6302292943000793, + "logits/rejected": -0.5782641172409058, + "logps/chosen": -4.302960395812988, + "logps/rejected": -5.206368446350098, + "loss": 0.0492, + "rewards/accuracies": 0.7875000238418579, + "rewards/chosen": -4.302960395812988, + "rewards/margins": 0.9034079313278198, + "rewards/rejected": -5.206368446350098, + "sft_loss": 4.0424885749816895, + "step": 4280 + }, + { + "epoch": 2.293360093661147, + "grad_norm": 0.5946705762583467, + "learning_rate": 1.595061070066222e-07, + "logits/chosen": -0.5625177621841431, + "logits/rejected": -0.6391332745552063, + "logps/chosen": -4.442146301269531, + "logps/rejected": -5.200289249420166, + "loss": 0.0507, + "rewards/accuracies": 0.731249988079071, + "rewards/chosen": -4.442146301269531, + "rewards/margins": 0.758142352104187, + "rewards/rejected": -5.200289249420166, + "sft_loss": 4.180250644683838, + "step": 4285 + }, + { + "epoch": 2.296036126442549, + "grad_norm": 0.5675158330734196, + "learning_rate": 1.5836728275635542e-07, + "logits/chosen": -0.6432707905769348, + "logits/rejected": -0.4786619544029236, + "logps/chosen": -4.437047958374023, + "logps/rejected": -5.1985273361206055, + "loss": 0.0508, + "rewards/accuracies": 0.75, + "rewards/chosen": -4.437047958374023, + "rewards/margins": 0.7614789009094238, + "rewards/rejected": -5.1985273361206055, + "sft_loss": 4.190291404724121, + "step": 4290 + }, + { + "epoch": 2.2987121592239506, + "grad_norm": 0.45583570819956776, + "learning_rate": 1.5723177302820984e-07, + "logits/chosen": -0.6301642060279846, + "logits/rejected": -0.5716463327407837, + "logps/chosen": -4.472960472106934, + "logps/rejected": -5.121406078338623, + "loss": 0.0518, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -4.472960472106934, + "rewards/margins": 0.648445725440979, + "rewards/rejected": -5.121406078338623, + "sft_loss": 4.243009567260742, + "step": 4295 + }, + { + "epoch": 2.3013881920053523, + "grad_norm": 0.450362064409949, + "learning_rate": 1.5609958883890544e-07, + "logits/chosen": -0.5362349152565002, + "logits/rejected": -0.44398775696754456, + "logps/chosen": -4.322482109069824, + "logps/rejected": -5.034620761871338, + "loss": 0.0498, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.322482109069824, + "rewards/margins": 0.7121386528015137, + "rewards/rejected": -5.034620761871338, + "sft_loss": 3.9561564922332764, + "step": 4300 + }, + { + "epoch": 2.3040642247867535, + "grad_norm": 0.558868189353547, + "learning_rate": 1.5497074117289865e-07, + "logits/chosen": -0.5846543908119202, + "logits/rejected": -0.47276654839515686, + "logps/chosen": -4.40239953994751, + "logps/rejected": -5.194138526916504, + "loss": 0.0509, + "rewards/accuracies": 0.6937500238418579, + "rewards/chosen": -4.40239953994751, + "rewards/margins": 0.791739284992218, + "rewards/rejected": -5.194138526916504, + "sft_loss": 4.112706184387207, + "step": 4305 + }, + { + "epoch": 2.3067402575681553, + "grad_norm": 0.5265103632451326, + "learning_rate": 1.5384524098227402e-07, + "logits/chosen": -0.6137844324111938, + "logits/rejected": -0.4249110817909241, + "logps/chosen": -4.234074592590332, + "logps/rejected": -5.159043312072754, + "loss": 0.0501, + "rewards/accuracies": 0.7437499761581421, + "rewards/chosen": -4.234074592590332, + "rewards/margins": 0.9249696731567383, + "rewards/rejected": -5.159043312072754, + "sft_loss": 3.974463939666748, + "step": 4310 + }, + { + "epoch": 2.3094162903495565, + "grad_norm": 0.6579420988527105, + "learning_rate": 1.5272309918663974e-07, + "logits/chosen": -0.5823651552200317, + "logits/rejected": -0.42209291458129883, + "logps/chosen": -4.454043388366699, + "logps/rejected": -5.022500038146973, + "loss": 0.0526, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.454043388366699, + "rewards/margins": 0.5684566497802734, + "rewards/rejected": -5.022500038146973, + "sft_loss": 4.171141624450684, + "step": 4315 + }, + { + "epoch": 2.3120923231309582, + "grad_norm": 0.6385276744701301, + "learning_rate": 1.516043266730201e-07, + "logits/chosen": -0.5919250249862671, + "logits/rejected": -0.47442251443862915, + "logps/chosen": -4.313601493835449, + "logps/rejected": -5.097935676574707, + "loss": 0.0517, + "rewards/accuracies": 0.737500011920929, + "rewards/chosen": -4.313601493835449, + "rewards/margins": 0.7843343615531921, + "rewards/rejected": -5.097935676574707, + "sft_loss": 3.97279691696167, + "step": 4320 + }, + { + "epoch": 2.31476835591236, + "grad_norm": 0.672619298253807, + "learning_rate": 1.504889342957512e-07, + "logits/chosen": -0.5901211500167847, + "logits/rejected": -0.4074975550174713, + "logps/chosen": -4.464235782623291, + "logps/rejected": -5.2786359786987305, + "loss": 0.0515, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.464235782623291, + "rewards/margins": 0.8144004940986633, + "rewards/rejected": -5.2786359786987305, + "sft_loss": 4.189356803894043, + "step": 4325 + }, + { + "epoch": 2.3174443886937617, + "grad_norm": 0.481965232331999, + "learning_rate": 1.4937693287637453e-07, + "logits/chosen": -0.6231690645217896, + "logits/rejected": -0.5151903033256531, + "logps/chosen": -4.453746318817139, + "logps/rejected": -5.190335273742676, + "loss": 0.0507, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -4.453746318817139, + "rewards/margins": 0.7365895509719849, + "rewards/rejected": -5.190335273742676, + "sft_loss": 4.131800174713135, + "step": 4330 + }, + { + "epoch": 2.320120421475163, + "grad_norm": 0.42983353223855325, + "learning_rate": 1.4826833320353305e-07, + "logits/chosen": -0.6066884994506836, + "logits/rejected": -0.531694769859314, + "logps/chosen": -4.546232223510742, + "logps/rejected": -5.299452781677246, + "loss": 0.0507, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.546232223510742, + "rewards/margins": 0.7532203793525696, + "rewards/rejected": -5.299452781677246, + "sft_loss": 4.088216781616211, + "step": 4335 + }, + { + "epoch": 2.3227964542565647, + "grad_norm": 0.5382694437763403, + "learning_rate": 1.4716314603286528e-07, + "logits/chosen": -0.6575163006782532, + "logits/rejected": -0.44630640745162964, + "logps/chosen": -4.471531867980957, + "logps/rejected": -5.292723655700684, + "loss": 0.0508, + "rewards/accuracies": 0.71875, + "rewards/chosen": -4.471531867980957, + "rewards/margins": 0.8211923837661743, + "rewards/rejected": -5.292723655700684, + "sft_loss": 4.151998043060303, + "step": 4340 + }, + { + "epoch": 2.3254724870379664, + "grad_norm": 0.6269565005608625, + "learning_rate": 1.4606138208690233e-07, + "logits/chosen": -0.6339553594589233, + "logits/rejected": -0.5867515802383423, + "logps/chosen": -4.533459663391113, + "logps/rejected": -5.065715789794922, + "loss": 0.0517, + "rewards/accuracies": 0.6312500238418579, + "rewards/chosen": -4.533459663391113, + "rewards/margins": 0.5322555303573608, + "rewards/rejected": -5.065715789794922, + "sft_loss": 4.233628273010254, + "step": 4345 + }, + { + "epoch": 2.3281485198193677, + "grad_norm": 0.3691865416373609, + "learning_rate": 1.4496305205496251e-07, + "logits/chosen": -0.6191138625144958, + "logits/rejected": -0.5620366334915161, + "logps/chosen": -4.4623332023620605, + "logps/rejected": -5.251715660095215, + "loss": 0.0506, + "rewards/accuracies": 0.737500011920929, + "rewards/chosen": -4.4623332023620605, + "rewards/margins": 0.7893827557563782, + "rewards/rejected": -5.251715660095215, + "sft_loss": 4.253348350524902, + "step": 4350 + }, + { + "epoch": 2.3308245526007694, + "grad_norm": 0.48834830175558125, + "learning_rate": 1.4386816659304895e-07, + "logits/chosen": -0.7415441274642944, + "logits/rejected": -0.6099624633789062, + "logps/chosen": -4.442951202392578, + "logps/rejected": -5.09112024307251, + "loss": 0.0519, + "rewards/accuracies": 0.7437499761581421, + "rewards/chosen": -4.442951202392578, + "rewards/margins": 0.6481693387031555, + "rewards/rejected": -5.09112024307251, + "sft_loss": 4.204721450805664, + "step": 4355 + }, + { + "epoch": 2.333500585382171, + "grad_norm": 0.5293653139535832, + "learning_rate": 1.4277673632374492e-07, + "logits/chosen": -0.6939634084701538, + "logits/rejected": -0.48100510239601135, + "logps/chosen": -4.262767314910889, + "logps/rejected": -5.095149040222168, + "loss": 0.0496, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.262767314910889, + "rewards/margins": 0.832382321357727, + "rewards/rejected": -5.095149040222168, + "sft_loss": 3.9535045623779297, + "step": 4360 + }, + { + "epoch": 2.3361766181635724, + "grad_norm": 0.4819722906143891, + "learning_rate": 1.416887718361119e-07, + "logits/chosen": -0.5756624937057495, + "logits/rejected": -0.5869953036308289, + "logps/chosen": -4.386821269989014, + "logps/rejected": -5.003874778747559, + "loss": 0.0534, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.386821269989014, + "rewards/margins": 0.6170530915260315, + "rewards/rejected": -5.003874778747559, + "sft_loss": 4.190293788909912, + "step": 4365 + }, + { + "epoch": 2.338852650944974, + "grad_norm": 0.5317980105881874, + "learning_rate": 1.406042836855859e-07, + "logits/chosen": -0.5243075489997864, + "logits/rejected": -0.4126424789428711, + "logps/chosen": -4.490993499755859, + "logps/rejected": -5.309933662414551, + "loss": 0.0509, + "rewards/accuracies": 0.7250000238418579, + "rewards/chosen": -4.490993499755859, + "rewards/margins": 0.8189405202865601, + "rewards/rejected": -5.309933662414551, + "sft_loss": 4.259095668792725, + "step": 4370 + }, + { + "epoch": 2.341528683726376, + "grad_norm": 0.39211317835042, + "learning_rate": 1.3952328239387595e-07, + "logits/chosen": -0.7038995623588562, + "logits/rejected": -0.4603196978569031, + "logps/chosen": -4.370800971984863, + "logps/rejected": -5.199505805969238, + "loss": 0.0513, + "rewards/accuracies": 0.731249988079071, + "rewards/chosen": -4.370800971984863, + "rewards/margins": 0.828704833984375, + "rewards/rejected": -5.199505805969238, + "sft_loss": 4.199721336364746, + "step": 4375 + }, + { + "epoch": 2.344204716507777, + "grad_norm": 0.48830217049670294, + "learning_rate": 1.3844577844886109e-07, + "logits/chosen": -0.6748576760292053, + "logits/rejected": -0.45836204290390015, + "logps/chosen": -4.092423915863037, + "logps/rejected": -5.01913595199585, + "loss": 0.0492, + "rewards/accuracies": 0.7562500238418579, + "rewards/chosen": -4.092423915863037, + "rewards/margins": 0.926711916923523, + "rewards/rejected": -5.01913595199585, + "sft_loss": 3.9437003135681152, + "step": 4380 + }, + { + "epoch": 2.346880749289179, + "grad_norm": 0.5593406133053682, + "learning_rate": 1.3737178230448955e-07, + "logits/chosen": -0.7443893551826477, + "logits/rejected": -0.636515736579895, + "logps/chosen": -4.410309791564941, + "logps/rejected": -4.988183498382568, + "loss": 0.0512, + "rewards/accuracies": 0.65625, + "rewards/chosen": -4.410309791564941, + "rewards/margins": 0.5778740644454956, + "rewards/rejected": -4.988183498382568, + "sft_loss": 4.044222354888916, + "step": 4385 + }, + { + "epoch": 2.3495567820705805, + "grad_norm": 0.5088906146317755, + "learning_rate": 1.363013043806764e-07, + "logits/chosen": -0.6782569885253906, + "logits/rejected": -0.5861415266990662, + "logps/chosen": -4.158144474029541, + "logps/rejected": -4.948266506195068, + "loss": 0.0502, + "rewards/accuracies": 0.793749988079071, + "rewards/chosen": -4.158144474029541, + "rewards/margins": 0.7901225090026855, + "rewards/rejected": -4.948266506195068, + "sft_loss": 3.9805991649627686, + "step": 4390 + }, + { + "epoch": 2.3522328148519818, + "grad_norm": 0.8022888937468455, + "learning_rate": 1.352343550632034e-07, + "logits/chosen": -0.6014167070388794, + "logits/rejected": -0.4426348805427551, + "logps/chosen": -4.211198329925537, + "logps/rejected": -5.17777156829834, + "loss": 0.0505, + "rewards/accuracies": 0.71875, + "rewards/chosen": -4.211198329925537, + "rewards/margins": 0.9665730595588684, + "rewards/rejected": -5.17777156829834, + "sft_loss": 4.008025169372559, + "step": 4395 + }, + { + "epoch": 2.3549088476333835, + "grad_norm": 0.3827257494103996, + "learning_rate": 1.3417094470361722e-07, + "logits/chosen": -0.6943827271461487, + "logits/rejected": -0.5535784959793091, + "logps/chosen": -4.440021514892578, + "logps/rejected": -5.1550188064575195, + "loss": 0.0522, + "rewards/accuracies": 0.668749988079071, + "rewards/chosen": -4.440021514892578, + "rewards/margins": 0.7149966955184937, + "rewards/rejected": -5.1550188064575195, + "sft_loss": 4.156125068664551, + "step": 4400 + }, + { + "epoch": 2.3549088476333835, + "eval_logits/chosen": -0.2170492559671402, + "eval_logits/rejected": -0.14492151141166687, + "eval_logps/chosen": -4.375136375427246, + "eval_logps/rejected": -5.111087799072266, + "eval_loss": 0.050139155238866806, + "eval_rewards/accuracies": 0.6750741600990295, + "eval_rewards/chosen": -4.375136375427246, + "eval_rewards/margins": 0.735951840877533, + "eval_rewards/rejected": -5.111087799072266, + "eval_runtime": 43.9025, + "eval_samples_per_second": 30.636, + "eval_sft_loss": 3.9711320400238037, + "eval_steps_per_second": 7.676, + "step": 4400 + }, + { + "epoch": 2.357584880414785, + "grad_norm": 0.5371627811606488, + "learning_rate": 1.3311108361913015e-07, + "logits/chosen": -0.674767792224884, + "logits/rejected": -0.7053124308586121, + "logps/chosen": -4.369377136230469, + "logps/rejected": -5.01291561126709, + "loss": 0.0515, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.369377136230469, + "rewards/margins": 0.6435383558273315, + "rewards/rejected": -5.01291561126709, + "sft_loss": 4.148804664611816, + "step": 4405 + }, + { + "epoch": 2.3602609131961865, + "grad_norm": 0.4706449572439089, + "learning_rate": 1.3205478209251874e-07, + "logits/chosen": -0.5489293932914734, + "logits/rejected": -0.47727441787719727, + "logps/chosen": -4.477015972137451, + "logps/rejected": -5.244737148284912, + "loss": 0.051, + "rewards/accuracies": 0.75, + "rewards/chosen": -4.477015972137451, + "rewards/margins": 0.76772141456604, + "rewards/rejected": -5.244737148284912, + "sft_loss": 4.224416732788086, + "step": 4410 + }, + { + "epoch": 2.362936945977588, + "grad_norm": 0.6388482260299206, + "learning_rate": 1.310020503720254e-07, + "logits/chosen": -0.6039767265319824, + "logits/rejected": -0.45032182335853577, + "logps/chosen": -4.325869560241699, + "logps/rejected": -5.107138156890869, + "loss": 0.0508, + "rewards/accuracies": 0.6937500238418579, + "rewards/chosen": -4.325869560241699, + "rewards/margins": 0.7812689542770386, + "rewards/rejected": -5.107138156890869, + "sft_loss": 4.050150394439697, + "step": 4415 + }, + { + "epoch": 2.36561297875899, + "grad_norm": 0.47161791903708744, + "learning_rate": 1.2995289867125752e-07, + "logits/chosen": -0.625280499458313, + "logits/rejected": -0.5440713763237, + "logps/chosen": -4.447295188903809, + "logps/rejected": -5.070778846740723, + "loss": 0.0516, + "rewards/accuracies": 0.6875, + "rewards/chosen": -4.447295188903809, + "rewards/margins": 0.6234831809997559, + "rewards/rejected": -5.070778846740723, + "sft_loss": 4.171244144439697, + "step": 4420 + }, + { + "epoch": 2.368289011540391, + "grad_norm": 0.4148074088478754, + "learning_rate": 1.2890733716908986e-07, + "logits/chosen": -0.584781289100647, + "logits/rejected": -0.5371939539909363, + "logps/chosen": -4.193655490875244, + "logps/rejected": -4.905811786651611, + "loss": 0.0518, + "rewards/accuracies": 0.71875, + "rewards/chosen": -4.193655490875244, + "rewards/margins": 0.7121565341949463, + "rewards/rejected": -4.905811786651611, + "sft_loss": 3.9834952354431152, + "step": 4425 + }, + { + "epoch": 2.370965044321793, + "grad_norm": 0.4365230404795349, + "learning_rate": 1.2786537600956454e-07, + "logits/chosen": -0.645124077796936, + "logits/rejected": -0.49594640731811523, + "logps/chosen": -4.184140205383301, + "logps/rejected": -5.194951057434082, + "loss": 0.0477, + "rewards/accuracies": 0.75, + "rewards/chosen": -4.184140205383301, + "rewards/margins": 1.0108121633529663, + "rewards/rejected": -5.194951057434082, + "sft_loss": 3.886601686477661, + "step": 4430 + }, + { + "epoch": 2.3736410771031946, + "grad_norm": 0.5059973444461836, + "learning_rate": 1.268270253017933e-07, + "logits/chosen": -0.6193794012069702, + "logits/rejected": -0.422700971364975, + "logps/chosen": -4.3496222496032715, + "logps/rejected": -5.10540771484375, + "loss": 0.0513, + "rewards/accuracies": 0.731249988079071, + "rewards/chosen": -4.3496222496032715, + "rewards/margins": 0.7557852864265442, + "rewards/rejected": -5.10540771484375, + "sft_loss": 4.064044952392578, + "step": 4435 + }, + { + "epoch": 2.376317109884596, + "grad_norm": 0.5279541393164932, + "learning_rate": 1.257922951198591e-07, + "logits/chosen": -0.7423588037490845, + "logits/rejected": -0.4645689129829407, + "logps/chosen": -4.233798503875732, + "logps/rejected": -5.062592506408691, + "loss": 0.0499, + "rewards/accuracies": 0.768750011920929, + "rewards/chosen": -4.233798503875732, + "rewards/margins": 0.8287937045097351, + "rewards/rejected": -5.062592506408691, + "sft_loss": 4.0026044845581055, + "step": 4440 + }, + { + "epoch": 2.3789931426659976, + "grad_norm": 0.5913806951717187, + "learning_rate": 1.24761195502719e-07, + "logits/chosen": -0.6655135750770569, + "logits/rejected": -0.4213865399360657, + "logps/chosen": -4.549498558044434, + "logps/rejected": -5.189752101898193, + "loss": 0.0503, + "rewards/accuracies": 0.6875, + "rewards/chosen": -4.549498558044434, + "rewards/margins": 0.6402536630630493, + "rewards/rejected": -5.189752101898193, + "sft_loss": 4.175745964050293, + "step": 4445 + }, + { + "epoch": 2.3816691754473993, + "grad_norm": 0.7887475660632963, + "learning_rate": 1.2373373645410573e-07, + "logits/chosen": -0.6140779256820679, + "logits/rejected": -0.4921630322933197, + "logps/chosen": -4.5451741218566895, + "logps/rejected": -5.283486843109131, + "loss": 0.051, + "rewards/accuracies": 0.6937500238418579, + "rewards/chosen": -4.5451741218566895, + "rewards/margins": 0.7383132576942444, + "rewards/rejected": -5.283486843109131, + "sft_loss": 4.2206878662109375, + "step": 4450 + }, + { + "epoch": 2.384345208228801, + "grad_norm": 0.5208211747006889, + "learning_rate": 1.2270992794243175e-07, + "logits/chosen": -0.7170608043670654, + "logits/rejected": -0.623271644115448, + "logps/chosen": -4.37496280670166, + "logps/rejected": -5.164194583892822, + "loss": 0.0502, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.37496280670166, + "rewards/margins": 0.7892317175865173, + "rewards/rejected": -5.164194583892822, + "sft_loss": 4.082230567932129, + "step": 4455 + }, + { + "epoch": 2.3870212410102023, + "grad_norm": 0.7702519071760379, + "learning_rate": 1.2168977990069147e-07, + "logits/chosen": -0.6991745233535767, + "logits/rejected": -0.4843880534172058, + "logps/chosen": -4.240236759185791, + "logps/rejected": -5.103304862976074, + "loss": 0.0514, + "rewards/accuracies": 0.7562500238418579, + "rewards/chosen": -4.240236759185791, + "rewards/margins": 0.8630678057670593, + "rewards/rejected": -5.103304862976074, + "sft_loss": 3.94366455078125, + "step": 4460 + }, + { + "epoch": 2.389697273791604, + "grad_norm": 0.44010205165526484, + "learning_rate": 1.206733022263659e-07, + "logits/chosen": -0.7043512463569641, + "logits/rejected": -0.5454774498939514, + "logps/chosen": -4.243316650390625, + "logps/rejected": -5.067329406738281, + "loss": 0.0493, + "rewards/accuracies": 0.706250011920929, + "rewards/chosen": -4.243316650390625, + "rewards/margins": 0.8240129351615906, + "rewards/rejected": -5.067329406738281, + "sft_loss": 3.9276695251464844, + "step": 4465 + }, + { + "epoch": 2.3923733065730053, + "grad_norm": 0.6088262421773382, + "learning_rate": 1.1966050478132572e-07, + "logits/chosen": -0.6027519702911377, + "logits/rejected": -0.5432054400444031, + "logps/chosen": -4.4336090087890625, + "logps/rejected": -5.110543251037598, + "loss": 0.0519, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.4336090087890625, + "rewards/margins": 0.6769340634346008, + "rewards/rejected": -5.110543251037598, + "sft_loss": 4.138341903686523, + "step": 4470 + }, + { + "epoch": 2.395049339354407, + "grad_norm": 0.493704583831731, + "learning_rate": 1.1865139739173635e-07, + "logits/chosen": -0.6488873958587646, + "logits/rejected": -0.44093388319015503, + "logps/chosen": -4.528680801391602, + "logps/rejected": -5.203161716461182, + "loss": 0.0508, + "rewards/accuracies": 0.6937500238418579, + "rewards/chosen": -4.528680801391602, + "rewards/margins": 0.6744807958602905, + "rewards/rejected": -5.203161716461182, + "sft_loss": 4.175751209259033, + "step": 4475 + }, + { + "epoch": 2.3977253721358087, + "grad_norm": 0.45757520906311516, + "learning_rate": 1.1764598984796187e-07, + "logits/chosen": -0.7642940878868103, + "logits/rejected": -0.658028244972229, + "logps/chosen": -4.318887710571289, + "logps/rejected": -5.101247310638428, + "loss": 0.0495, + "rewards/accuracies": 0.7437499761581421, + "rewards/chosen": -4.318887710571289, + "rewards/margins": 0.7823596596717834, + "rewards/rejected": -5.101247310638428, + "sft_loss": 4.026830673217773, + "step": 4480 + }, + { + "epoch": 2.4004014049172104, + "grad_norm": 0.44848305279358136, + "learning_rate": 1.1664429190447095e-07, + "logits/chosen": -0.5974345803260803, + "logits/rejected": -0.5365961790084839, + "logps/chosen": -4.444516181945801, + "logps/rejected": -5.3155717849731445, + "loss": 0.0506, + "rewards/accuracies": 0.762499988079071, + "rewards/chosen": -4.444516181945801, + "rewards/margins": 0.8710557222366333, + "rewards/rejected": -5.3155717849731445, + "sft_loss": 4.178521156311035, + "step": 4485 + }, + { + "epoch": 2.4030774376986117, + "grad_norm": 0.5057411082521135, + "learning_rate": 1.1564631327974122e-07, + "logits/chosen": -0.6875180006027222, + "logits/rejected": -0.4622613787651062, + "logps/chosen": -4.509605407714844, + "logps/rejected": -5.245260715484619, + "loss": 0.0516, + "rewards/accuracies": 0.6875, + "rewards/chosen": -4.509605407714844, + "rewards/margins": 0.7356553673744202, + "rewards/rejected": -5.245260715484619, + "sft_loss": 4.180906772613525, + "step": 4490 + }, + { + "epoch": 2.4057534704800134, + "grad_norm": 0.6087213090441006, + "learning_rate": 1.1465206365616587e-07, + "logits/chosen": -0.738355815410614, + "logits/rejected": -0.5236421823501587, + "logps/chosen": -4.449094772338867, + "logps/rejected": -5.266437530517578, + "loss": 0.0498, + "rewards/accuracies": 0.71875, + "rewards/chosen": -4.449094772338867, + "rewards/margins": 0.8173427581787109, + "rewards/rejected": -5.266437530517578, + "sft_loss": 4.1014814376831055, + "step": 4495 + }, + { + "epoch": 2.408429503261415, + "grad_norm": 0.5663632798386813, + "learning_rate": 1.1366155267995887e-07, + "logits/chosen": -0.5962930917739868, + "logits/rejected": -0.598239541053772, + "logps/chosen": -4.435351371765137, + "logps/rejected": -5.083191394805908, + "loss": 0.0509, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.435351371765137, + "rewards/margins": 0.6478403806686401, + "rewards/rejected": -5.083191394805908, + "sft_loss": 4.089267253875732, + "step": 4500 + }, + { + "epoch": 2.4111055360428164, + "grad_norm": 0.5251827978242332, + "learning_rate": 1.1267478996106228e-07, + "logits/chosen": -0.6230689287185669, + "logits/rejected": -0.42026257514953613, + "logps/chosen": -4.326894760131836, + "logps/rejected": -5.141059398651123, + "loss": 0.0512, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.326894760131836, + "rewards/margins": 0.8141642808914185, + "rewards/rejected": -5.141059398651123, + "sft_loss": 3.996236801147461, + "step": 4505 + }, + { + "epoch": 2.413781568824218, + "grad_norm": 0.5542921157378735, + "learning_rate": 1.116917850730521e-07, + "logits/chosen": -0.7194280028343201, + "logits/rejected": -0.5925047993659973, + "logps/chosen": -4.487764358520508, + "logps/rejected": -5.054713249206543, + "loss": 0.0527, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.487764358520508, + "rewards/margins": 0.5669490098953247, + "rewards/rejected": -5.054713249206543, + "sft_loss": 4.162412166595459, + "step": 4510 + }, + { + "epoch": 2.41645760160562, + "grad_norm": 0.5588662136617383, + "learning_rate": 1.1071254755304637e-07, + "logits/chosen": -0.6750051975250244, + "logits/rejected": -0.6528328061103821, + "logps/chosen": -4.215541362762451, + "logps/rejected": -5.034451484680176, + "loss": 0.0484, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.215541362762451, + "rewards/margins": 0.8189102411270142, + "rewards/rejected": -5.034451484680176, + "sft_loss": 3.8783822059631348, + "step": 4515 + }, + { + "epoch": 2.419133634387021, + "grad_norm": 0.5712178134665697, + "learning_rate": 1.0973708690161143e-07, + "logits/chosen": -0.6738842725753784, + "logits/rejected": -0.580504298210144, + "logps/chosen": -4.435823917388916, + "logps/rejected": -5.125463962554932, + "loss": 0.0507, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.435823917388916, + "rewards/margins": 0.6896399259567261, + "rewards/rejected": -5.125463962554932, + "sft_loss": 4.147543907165527, + "step": 4520 + }, + { + "epoch": 2.421809667168423, + "grad_norm": 0.489469378710008, + "learning_rate": 1.0876541258267119e-07, + "logits/chosen": -0.6761329770088196, + "logits/rejected": -0.5104591846466064, + "logps/chosen": -4.297384262084961, + "logps/rejected": -5.181668281555176, + "loss": 0.0495, + "rewards/accuracies": 0.75, + "rewards/chosen": -4.297384262084961, + "rewards/margins": 0.8842836618423462, + "rewards/rejected": -5.181668281555176, + "sft_loss": 4.0386152267456055, + "step": 4525 + }, + { + "epoch": 2.4244856999498245, + "grad_norm": 1.0066257451866902, + "learning_rate": 1.0779753402341379e-07, + "logits/chosen": -0.720579206943512, + "logits/rejected": -0.6526123285293579, + "logps/chosen": -4.2700324058532715, + "logps/rejected": -5.035819053649902, + "loss": 0.0514, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -4.2700324058532715, + "rewards/margins": 0.7657860517501831, + "rewards/rejected": -5.035819053649902, + "sft_loss": 4.025691032409668, + "step": 4530 + }, + { + "epoch": 2.427161732731226, + "grad_norm": 0.612543003798058, + "learning_rate": 1.0683346061420157e-07, + "logits/chosen": -0.5280240774154663, + "logits/rejected": -0.4593251347541809, + "logps/chosen": -4.427683353424072, + "logps/rejected": -5.2557573318481445, + "loss": 0.0522, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.427683353424072, + "rewards/margins": 0.8280740976333618, + "rewards/rejected": -5.2557573318481445, + "sft_loss": 4.217066287994385, + "step": 4535 + }, + { + "epoch": 2.4298377655126275, + "grad_norm": 0.45545476112264677, + "learning_rate": 1.0587320170847874e-07, + "logits/chosen": -0.6139400005340576, + "logits/rejected": -0.5337790250778198, + "logps/chosen": -4.44398307800293, + "logps/rejected": -5.079217433929443, + "loss": 0.0525, + "rewards/accuracies": 0.643750011920929, + "rewards/chosen": -4.44398307800293, + "rewards/margins": 0.6352342367172241, + "rewards/rejected": -5.079217433929443, + "sft_loss": 4.190762996673584, + "step": 4540 + }, + { + "epoch": 2.4325137982940293, + "grad_norm": 0.3840213133651746, + "learning_rate": 1.0491676662268156e-07, + "logits/chosen": -0.5504549741744995, + "logits/rejected": -0.4786248803138733, + "logps/chosen": -4.464652061462402, + "logps/rejected": -5.272549152374268, + "loss": 0.0499, + "rewards/accuracies": 0.668749988079071, + "rewards/chosen": -4.464652061462402, + "rewards/margins": 0.8078978657722473, + "rewards/rejected": -5.272549152374268, + "sft_loss": 4.128154754638672, + "step": 4545 + }, + { + "epoch": 2.4351898310754305, + "grad_norm": 0.4929618860870753, + "learning_rate": 1.0396416463614732e-07, + "logits/chosen": -0.703862190246582, + "logits/rejected": -0.6290112733840942, + "logps/chosen": -4.399338722229004, + "logps/rejected": -5.126931667327881, + "loss": 0.0515, + "rewards/accuracies": 0.643750011920929, + "rewards/chosen": -4.399338722229004, + "rewards/margins": 0.7275932431221008, + "rewards/rejected": -5.126931667327881, + "sft_loss": 4.119030952453613, + "step": 4550 + }, + { + "epoch": 2.4378658638568322, + "grad_norm": 0.9834360924021707, + "learning_rate": 1.0301540499102479e-07, + "logits/chosen": -0.6297124624252319, + "logits/rejected": -0.5710808634757996, + "logps/chosen": -4.40581750869751, + "logps/rejected": -4.969916820526123, + "loss": 0.0524, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.40581750869751, + "rewards/margins": 0.5640992522239685, + "rewards/rejected": -4.969916820526123, + "sft_loss": 4.104538440704346, + "step": 4555 + }, + { + "epoch": 2.440541896638234, + "grad_norm": 0.5676263622267435, + "learning_rate": 1.0207049689218405e-07, + "logits/chosen": -0.7151520848274231, + "logits/rejected": -0.46953868865966797, + "logps/chosen": -4.364294052124023, + "logps/rejected": -5.133480072021484, + "loss": 0.0513, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.364294052124023, + "rewards/margins": 0.76918625831604, + "rewards/rejected": -5.133480072021484, + "sft_loss": 4.03622579574585, + "step": 4560 + }, + { + "epoch": 2.4432179294196352, + "grad_norm": 0.47840507535960825, + "learning_rate": 1.0112944950712782e-07, + "logits/chosen": -0.6493829488754272, + "logits/rejected": -0.5766769647598267, + "logps/chosen": -4.331072807312012, + "logps/rejected": -5.191370487213135, + "loss": 0.0493, + "rewards/accuracies": 0.737500011920929, + "rewards/chosen": -4.331072807312012, + "rewards/margins": 0.860297679901123, + "rewards/rejected": -5.191370487213135, + "sft_loss": 4.016242027282715, + "step": 4565 + }, + { + "epoch": 2.445893962201037, + "grad_norm": 0.7214769143395418, + "learning_rate": 1.0019227196590174e-07, + "logits/chosen": -0.6021589636802673, + "logits/rejected": -0.4612697660923004, + "logps/chosen": -4.441576957702637, + "logps/rejected": -5.250128746032715, + "loss": 0.0508, + "rewards/accuracies": 0.6937500238418579, + "rewards/chosen": -4.441576957702637, + "rewards/margins": 0.8085517883300781, + "rewards/rejected": -5.250128746032715, + "sft_loss": 4.175487518310547, + "step": 4570 + }, + { + "epoch": 2.4485699949824387, + "grad_norm": 0.45379625662291867, + "learning_rate": 9.925897336100664e-08, + "logits/chosen": -0.591006338596344, + "logits/rejected": -0.5572066307067871, + "logps/chosen": -4.436382293701172, + "logps/rejected": -5.219793796539307, + "loss": 0.0515, + "rewards/accuracies": 0.706250011920929, + "rewards/chosen": -4.436382293701172, + "rewards/margins": 0.7834123969078064, + "rewards/rejected": -5.219793796539307, + "sft_loss": 4.143486976623535, + "step": 4575 + }, + { + "epoch": 2.45124602776384, + "grad_norm": 0.5710558027302429, + "learning_rate": 9.832956274730946e-08, + "logits/chosen": -0.5513227581977844, + "logits/rejected": -0.5147534012794495, + "logps/chosen": -4.613712787628174, + "logps/rejected": -5.120513439178467, + "loss": 0.0522, + "rewards/accuracies": 0.637499988079071, + "rewards/chosen": -4.613712787628174, + "rewards/margins": 0.5068010091781616, + "rewards/rejected": -5.120513439178467, + "sft_loss": 4.222799301147461, + "step": 4580 + }, + { + "epoch": 2.4539220605452416, + "grad_norm": 0.8789274019827504, + "learning_rate": 9.740404914195633e-08, + "logits/chosen": -0.5852376222610474, + "logits/rejected": -0.4495258331298828, + "logps/chosen": -4.300984859466553, + "logps/rejected": -5.110598564147949, + "loss": 0.0498, + "rewards/accuracies": 0.7437499761581421, + "rewards/chosen": -4.300984859466553, + "rewards/margins": 0.8096135854721069, + "rewards/rejected": -5.110598564147949, + "sft_loss": 4.0735554695129395, + "step": 4585 + }, + { + "epoch": 2.4565980933266434, + "grad_norm": 0.6694953406110393, + "learning_rate": 9.648244152428392e-08, + "logits/chosen": -0.6197008490562439, + "logits/rejected": -0.4967406690120697, + "logps/chosen": -4.40405797958374, + "logps/rejected": -5.028562545776367, + "loss": 0.052, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -4.40405797958374, + "rewards/margins": 0.6245037317276001, + "rewards/rejected": -5.028562545776367, + "sft_loss": 4.14216947555542, + "step": 4590 + }, + { + "epoch": 2.4592741261080446, + "grad_norm": 0.42467234591310443, + "learning_rate": 9.556474883573379e-08, + "logits/chosen": -0.6408802270889282, + "logits/rejected": -0.5117521286010742, + "logps/chosen": -4.2645416259765625, + "logps/rejected": -5.111584663391113, + "loss": 0.0521, + "rewards/accuracies": 0.7250000238418579, + "rewards/chosen": -4.2645416259765625, + "rewards/margins": 0.8470427393913269, + "rewards/rejected": -5.111584663391113, + "sft_loss": 3.9881603717803955, + "step": 4595 + }, + { + "epoch": 2.4619501588894463, + "grad_norm": 0.7016944720380158, + "learning_rate": 9.465097997976412e-08, + "logits/chosen": -0.6521051526069641, + "logits/rejected": -0.447486937046051, + "logps/chosen": -4.24138879776001, + "logps/rejected": -5.111659049987793, + "loss": 0.05, + "rewards/accuracies": 0.7562500238418579, + "rewards/chosen": -4.24138879776001, + "rewards/margins": 0.8702705502510071, + "rewards/rejected": -5.111659049987793, + "sft_loss": 3.971604824066162, + "step": 4600 + }, + { + "epoch": 2.464626191670848, + "grad_norm": 0.6495939536123898, + "learning_rate": 9.374114382176457e-08, + "logits/chosen": -0.6396633982658386, + "logits/rejected": -0.47933229804039, + "logps/chosen": -4.426239967346191, + "logps/rejected": -5.367574214935303, + "loss": 0.0492, + "rewards/accuracies": 0.731249988079071, + "rewards/chosen": -4.426239967346191, + "rewards/margins": 0.9413352012634277, + "rewards/rejected": -5.367574214935303, + "sft_loss": 4.09249210357666, + "step": 4605 + }, + { + "epoch": 2.46730222445225, + "grad_norm": 0.565516701473944, + "learning_rate": 9.283524918896945e-08, + "logits/chosen": -0.6594346761703491, + "logits/rejected": -0.5122818946838379, + "logps/chosen": -4.475986957550049, + "logps/rejected": -5.197885036468506, + "loss": 0.0516, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.475986957550049, + "rewards/margins": 0.7218977808952332, + "rewards/rejected": -5.197885036468506, + "sft_loss": 4.181154727935791, + "step": 4610 + }, + { + "epoch": 2.469978257233651, + "grad_norm": 0.5327390683140417, + "learning_rate": 9.193330487037232e-08, + "logits/chosen": -0.6300376653671265, + "logits/rejected": -0.4747852683067322, + "logps/chosen": -4.382430076599121, + "logps/rejected": -5.273916721343994, + "loss": 0.051, + "rewards/accuracies": 0.737500011920929, + "rewards/chosen": -4.382430076599121, + "rewards/margins": 0.8914863467216492, + "rewards/rejected": -5.273916721343994, + "sft_loss": 4.206415176391602, + "step": 4615 + }, + { + "epoch": 2.4726542900150528, + "grad_norm": 0.49682984116494505, + "learning_rate": 9.103531961664118e-08, + "logits/chosen": -0.5900342464447021, + "logits/rejected": -0.4282127022743225, + "logps/chosen": -4.40287446975708, + "logps/rejected": -5.209569931030273, + "loss": 0.049, + "rewards/accuracies": 0.731249988079071, + "rewards/chosen": -4.40287446975708, + "rewards/margins": 0.8066957592964172, + "rewards/rejected": -5.209569931030273, + "sft_loss": 4.044670581817627, + "step": 4620 + }, + { + "epoch": 2.475330322796454, + "grad_norm": 0.5317156147552861, + "learning_rate": 9.014130214003269e-08, + "logits/chosen": -0.6556288599967957, + "logits/rejected": -0.7031276822090149, + "logps/chosen": -4.211493015289307, + "logps/rejected": -4.99152135848999, + "loss": 0.0501, + "rewards/accuracies": 0.731249988079071, + "rewards/chosen": -4.211493015289307, + "rewards/margins": 0.7800289392471313, + "rewards/rejected": -4.99152135848999, + "sft_loss": 3.9011688232421875, + "step": 4625 + }, + { + "epoch": 2.4780063555778558, + "grad_norm": 0.43211617277524894, + "learning_rate": 8.925126111430848e-08, + "logits/chosen": -0.54551762342453, + "logits/rejected": -0.494556725025177, + "logps/chosen": -4.364080429077148, + "logps/rejected": -5.020254611968994, + "loss": 0.0509, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -4.364080429077148, + "rewards/margins": 0.6561740636825562, + "rewards/rejected": -5.020254611968994, + "sft_loss": 3.972407579421997, + "step": 4630 + }, + { + "epoch": 2.4806823883592575, + "grad_norm": 0.5794124856061074, + "learning_rate": 8.83652051746504e-08, + "logits/chosen": -0.47839322686195374, + "logits/rejected": -0.31888797879219055, + "logps/chosen": -4.368432521820068, + "logps/rejected": -5.375771999359131, + "loss": 0.0499, + "rewards/accuracies": 0.71875, + "rewards/chosen": -4.368432521820068, + "rewards/margins": 1.007339596748352, + "rewards/rejected": -5.375771999359131, + "sft_loss": 4.1021881103515625, + "step": 4635 + }, + { + "epoch": 2.483358421140659, + "grad_norm": 0.4014260737708445, + "learning_rate": 8.748314291757696e-08, + "logits/chosen": -0.56255704164505, + "logits/rejected": -0.4708307683467865, + "logps/chosen": -4.459442138671875, + "logps/rejected": -5.198812007904053, + "loss": 0.0514, + "rewards/accuracies": 0.6937500238418579, + "rewards/chosen": -4.459442138671875, + "rewards/margins": 0.7393695116043091, + "rewards/rejected": -5.198812007904053, + "sft_loss": 4.105051517486572, + "step": 4640 + }, + { + "epoch": 2.4860344539220605, + "grad_norm": 0.6113352658624956, + "learning_rate": 8.660508290086032e-08, + "logits/chosen": -0.5913625955581665, + "logits/rejected": -0.45196396112442017, + "logps/chosen": -4.2816596031188965, + "logps/rejected": -5.070683002471924, + "loss": 0.0506, + "rewards/accuracies": 0.75, + "rewards/chosen": -4.2816596031188965, + "rewards/margins": 0.7890230417251587, + "rewards/rejected": -5.070683002471924, + "sft_loss": 4.0688581466674805, + "step": 4645 + }, + { + "epoch": 2.488710486703462, + "grad_norm": 0.6715225905082456, + "learning_rate": 8.573103364344231e-08, + "logits/chosen": -0.6570698022842407, + "logits/rejected": -0.4290023446083069, + "logps/chosen": -4.31870698928833, + "logps/rejected": -5.184931755065918, + "loss": 0.0496, + "rewards/accuracies": 0.6875, + "rewards/chosen": -4.31870698928833, + "rewards/margins": 0.8662254214286804, + "rewards/rejected": -5.184931755065918, + "sft_loss": 3.9577102661132812, + "step": 4650 + }, + { + "epoch": 2.4913865194848634, + "grad_norm": 0.4482321236034095, + "learning_rate": 8.486100362535292e-08, + "logits/chosen": -0.6576000452041626, + "logits/rejected": -0.5152201056480408, + "logps/chosen": -4.459080696105957, + "logps/rejected": -5.089616298675537, + "loss": 0.0513, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.459080696105957, + "rewards/margins": 0.6305348873138428, + "rewards/rejected": -5.089616298675537, + "sft_loss": 4.153569221496582, + "step": 4655 + }, + { + "epoch": 2.494062552266265, + "grad_norm": 0.5202924530786741, + "learning_rate": 8.399500128762693e-08, + "logits/chosen": -0.6455222368240356, + "logits/rejected": -0.5461894273757935, + "logps/chosen": -4.488771915435791, + "logps/rejected": -5.1508049964904785, + "loss": 0.0505, + "rewards/accuracies": 0.71875, + "rewards/chosen": -4.488771915435791, + "rewards/margins": 0.6620326638221741, + "rewards/rejected": -5.1508049964904785, + "sft_loss": 4.204336166381836, + "step": 4660 + }, + { + "epoch": 2.496738585047667, + "grad_norm": 0.4384076226247688, + "learning_rate": 8.313303503222313e-08, + "logits/chosen": -0.60161954164505, + "logits/rejected": -0.5591880083084106, + "logps/chosen": -4.493898391723633, + "logps/rejected": -5.113542079925537, + "loss": 0.0512, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.493898391723633, + "rewards/margins": 0.6196438074111938, + "rewards/rejected": -5.113542079925537, + "sft_loss": 4.1594672203063965, + "step": 4665 + }, + { + "epoch": 2.4994146178290686, + "grad_norm": 0.46184563897584546, + "learning_rate": 8.227511322194164e-08, + "logits/chosen": -0.5961467623710632, + "logits/rejected": -0.48461294174194336, + "logps/chosen": -4.278865814208984, + "logps/rejected": -4.975838661193848, + "loss": 0.052, + "rewards/accuracies": 0.65625, + "rewards/chosen": -4.278865814208984, + "rewards/margins": 0.6969722509384155, + "rewards/rejected": -4.975838661193848, + "sft_loss": 4.005204677581787, + "step": 4670 + }, + { + "epoch": 2.50209065061047, + "grad_norm": 0.45426527025887287, + "learning_rate": 8.142124418034385e-08, + "logits/chosen": -0.538938045501709, + "logits/rejected": -0.340365469455719, + "logps/chosen": -4.515494346618652, + "logps/rejected": -5.184680938720703, + "loss": 0.0514, + "rewards/accuracies": 0.6875, + "rewards/chosen": -4.515494346618652, + "rewards/margins": 0.6691871285438538, + "rewards/rejected": -5.184680938720703, + "sft_loss": 4.164722442626953, + "step": 4675 + }, + { + "epoch": 2.5047666833918716, + "grad_norm": 0.4938296533440213, + "learning_rate": 8.057143619167073e-08, + "logits/chosen": -0.5143073201179504, + "logits/rejected": -0.39615967869758606, + "logps/chosen": -4.439083576202393, + "logps/rejected": -5.253573894500732, + "loss": 0.051, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.439083576202393, + "rewards/margins": 0.8144906759262085, + "rewards/rejected": -5.253573894500732, + "sft_loss": 4.184497833251953, + "step": 4680 + }, + { + "epoch": 2.507442716173273, + "grad_norm": 0.753016347667016, + "learning_rate": 7.97256975007633e-08, + "logits/chosen": -0.5837646722793579, + "logits/rejected": -0.3747573494911194, + "logps/chosen": -4.154690265655518, + "logps/rejected": -5.060885906219482, + "loss": 0.0498, + "rewards/accuracies": 0.762499988079071, + "rewards/chosen": -4.154690265655518, + "rewards/margins": 0.9061959981918335, + "rewards/rejected": -5.060885906219482, + "sft_loss": 3.9000186920166016, + "step": 4685 + }, + { + "epoch": 2.5101187489546746, + "grad_norm": 0.5019050668936905, + "learning_rate": 7.888403631298186e-08, + "logits/chosen": -0.5046710968017578, + "logits/rejected": -0.4844224452972412, + "logps/chosen": -4.427618980407715, + "logps/rejected": -5.084200859069824, + "loss": 0.0523, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.427618980407715, + "rewards/margins": 0.6565815806388855, + "rewards/rejected": -5.084200859069824, + "sft_loss": 4.106476783752441, + "step": 4690 + }, + { + "epoch": 2.5127947817360763, + "grad_norm": 0.5192681787532761, + "learning_rate": 7.804646079412719e-08, + "logits/chosen": -0.558775007724762, + "logits/rejected": -0.3784492015838623, + "logps/chosen": -4.472651958465576, + "logps/rejected": -5.213320732116699, + "loss": 0.0508, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -4.472651958465576, + "rewards/margins": 0.7406686544418335, + "rewards/rejected": -5.213320732116699, + "sft_loss": 4.204833030700684, + "step": 4695 + }, + { + "epoch": 2.515470814517478, + "grad_norm": 0.48365443890957205, + "learning_rate": 7.72129790703604e-08, + "logits/chosen": -0.6363487243652344, + "logits/rejected": -0.5025444626808167, + "logps/chosen": -4.454331874847412, + "logps/rejected": -5.120041847229004, + "loss": 0.0515, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -4.454331874847412, + "rewards/margins": 0.6657102704048157, + "rewards/rejected": -5.120041847229004, + "sft_loss": 4.133848667144775, + "step": 4700 + }, + { + "epoch": 2.5181468472988793, + "grad_norm": 0.48668584008364435, + "learning_rate": 7.638359922812504e-08, + "logits/chosen": -0.5567082762718201, + "logits/rejected": -0.5363680720329285, + "logps/chosen": -4.455945014953613, + "logps/rejected": -5.264870643615723, + "loss": 0.0495, + "rewards/accuracies": 0.75, + "rewards/chosen": -4.455945014953613, + "rewards/margins": 0.8089253306388855, + "rewards/rejected": -5.264870643615723, + "sft_loss": 4.1262640953063965, + "step": 4705 + }, + { + "epoch": 2.520822880080281, + "grad_norm": 0.6004591352306471, + "learning_rate": 7.555832931406774e-08, + "logits/chosen": -0.6345446109771729, + "logits/rejected": -0.42940983176231384, + "logps/chosen": -4.445584297180176, + "logps/rejected": -5.25039005279541, + "loss": 0.0512, + "rewards/accuracies": 0.71875, + "rewards/chosen": -4.445584297180176, + "rewards/margins": 0.8048050999641418, + "rewards/rejected": -5.25039005279541, + "sft_loss": 4.166441917419434, + "step": 4710 + }, + { + "epoch": 2.5234989128616827, + "grad_norm": 0.47765780021957177, + "learning_rate": 7.47371773349611e-08, + "logits/chosen": -0.5504805445671082, + "logits/rejected": -0.5885323286056519, + "logps/chosen": -4.370347023010254, + "logps/rejected": -5.237016201019287, + "loss": 0.0489, + "rewards/accuracies": 0.7562500238418579, + "rewards/chosen": -4.370347023010254, + "rewards/margins": 0.8666695356369019, + "rewards/rejected": -5.237016201019287, + "sft_loss": 4.009383678436279, + "step": 4715 + }, + { + "epoch": 2.526174945643084, + "grad_norm": 0.4459515797629196, + "learning_rate": 7.392015125762496e-08, + "logits/chosen": -0.5894617438316345, + "logits/rejected": -0.4673500061035156, + "logps/chosen": -4.369865894317627, + "logps/rejected": -5.101893424987793, + "loss": 0.0497, + "rewards/accuracies": 0.706250011920929, + "rewards/chosen": -4.369865894317627, + "rewards/margins": 0.7320277094841003, + "rewards/rejected": -5.101893424987793, + "sft_loss": 4.020104885101318, + "step": 4720 + }, + { + "epoch": 2.5288509784244857, + "grad_norm": 0.5575338394491988, + "learning_rate": 7.310725900885018e-08, + "logits/chosen": -0.6002328991889954, + "logits/rejected": -0.58238685131073, + "logps/chosen": -4.3686418533325195, + "logps/rejected": -5.014484405517578, + "loss": 0.053, + "rewards/accuracies": 0.643750011920929, + "rewards/chosen": -4.3686418533325195, + "rewards/margins": 0.6458426713943481, + "rewards/rejected": -5.014484405517578, + "sft_loss": 4.113285541534424, + "step": 4725 + }, + { + "epoch": 2.5315270112058874, + "grad_norm": 0.5484216940416137, + "learning_rate": 7.229850847532076e-08, + "logits/chosen": -0.5159083008766174, + "logits/rejected": -0.3510948717594147, + "logps/chosen": -4.445266246795654, + "logps/rejected": -5.217179298400879, + "loss": 0.0501, + "rewards/accuracies": 0.7437499761581421, + "rewards/chosen": -4.445266246795654, + "rewards/margins": 0.7719129323959351, + "rewards/rejected": -5.217179298400879, + "sft_loss": 4.128899574279785, + "step": 4730 + }, + { + "epoch": 2.5342030439872887, + "grad_norm": 0.9673779363020051, + "learning_rate": 7.149390750353779e-08, + "logits/chosen": -0.4700179696083069, + "logits/rejected": -0.602042019367218, + "logps/chosen": -4.330955505371094, + "logps/rejected": -4.948132514953613, + "loss": 0.0505, + "rewards/accuracies": 0.706250011920929, + "rewards/chosen": -4.330955505371094, + "rewards/margins": 0.617177426815033, + "rewards/rejected": -4.948132514953613, + "sft_loss": 3.9751884937286377, + "step": 4735 + }, + { + "epoch": 2.5368790767686904, + "grad_norm": 0.4711804549323274, + "learning_rate": 7.069346389974374e-08, + "logits/chosen": -0.606751561164856, + "logits/rejected": -0.44376516342163086, + "logps/chosen": -4.376944541931152, + "logps/rejected": -5.113620758056641, + "loss": 0.0517, + "rewards/accuracies": 0.762499988079071, + "rewards/chosen": -4.376944541931152, + "rewards/margins": 0.7366760969161987, + "rewards/rejected": -5.113620758056641, + "sft_loss": 4.143258571624756, + "step": 4740 + }, + { + "epoch": 2.539555109550092, + "grad_norm": 0.513288016157318, + "learning_rate": 6.989718542984563e-08, + "logits/chosen": -0.6091118454933167, + "logits/rejected": -0.6088340878486633, + "logps/chosen": -4.455063819885254, + "logps/rejected": -5.0955891609191895, + "loss": 0.0515, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -4.455063819885254, + "rewards/margins": 0.6405249238014221, + "rewards/rejected": -5.0955891609191895, + "sft_loss": 4.216749668121338, + "step": 4745 + }, + { + "epoch": 2.5422311423314934, + "grad_norm": 0.680159533383111, + "learning_rate": 6.9105079819341e-08, + "logits/chosen": -0.5284208059310913, + "logits/rejected": -0.306267648935318, + "logps/chosen": -4.190617561340332, + "logps/rejected": -5.343145370483398, + "loss": 0.0486, + "rewards/accuracies": 0.856249988079071, + "rewards/chosen": -4.190617561340332, + "rewards/margins": 1.1525280475616455, + "rewards/rejected": -5.343145370483398, + "sft_loss": 4.004500389099121, + "step": 4750 + }, + { + "epoch": 2.544907175112895, + "grad_norm": 0.41912317781250796, + "learning_rate": 6.831715475324163e-08, + "logits/chosen": -0.6683145761489868, + "logits/rejected": -0.4936584532260895, + "logps/chosen": -4.370855331420898, + "logps/rejected": -5.237181186676025, + "loss": 0.0512, + "rewards/accuracies": 0.6937500238418579, + "rewards/chosen": -4.370855331420898, + "rewards/margins": 0.866325855255127, + "rewards/rejected": -5.237181186676025, + "sft_loss": 4.171796798706055, + "step": 4755 + }, + { + "epoch": 2.547583207894297, + "grad_norm": 1.3034826658354273, + "learning_rate": 6.753341787600026e-08, + "logits/chosen": -0.6106042861938477, + "logits/rejected": -0.5314139723777771, + "logps/chosen": -4.351446628570557, + "logps/rejected": -5.160747528076172, + "loss": 0.0512, + "rewards/accuracies": 0.7749999761581421, + "rewards/chosen": -4.351446628570557, + "rewards/margins": 0.8093011975288391, + "rewards/rejected": -5.160747528076172, + "sft_loss": 4.110096454620361, + "step": 4760 + }, + { + "epoch": 2.5502592406756985, + "grad_norm": 0.5572878486921042, + "learning_rate": 6.67538767914353e-08, + "logits/chosen": -0.5988022089004517, + "logits/rejected": -0.39046013355255127, + "logps/chosen": -4.455069541931152, + "logps/rejected": -5.206971645355225, + "loss": 0.054, + "rewards/accuracies": 0.6875, + "rewards/chosen": -4.455069541931152, + "rewards/margins": 0.7519021034240723, + "rewards/rejected": -5.206971645355225, + "sft_loss": 4.30315637588501, + "step": 4765 + }, + { + "epoch": 2.5529352734571, + "grad_norm": 0.9063695912980203, + "learning_rate": 6.597853906265793e-08, + "logits/chosen": -0.5196844339370728, + "logits/rejected": -0.39652159810066223, + "logps/chosen": -4.335490703582764, + "logps/rejected": -5.287980556488037, + "loss": 0.0501, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.335490703582764, + "rewards/margins": 0.9524902105331421, + "rewards/rejected": -5.287980556488037, + "sft_loss": 4.02547550201416, + "step": 4770 + }, + { + "epoch": 2.5556113062385015, + "grad_norm": 0.42531457572646897, + "learning_rate": 6.5207412211998e-08, + "logits/chosen": -0.5043855905532837, + "logits/rejected": -0.42247647047042847, + "logps/chosen": -4.347072601318359, + "logps/rejected": -5.087707996368408, + "loss": 0.0518, + "rewards/accuracies": 0.643750011920929, + "rewards/chosen": -4.347072601318359, + "rewards/margins": 0.7406353950500488, + "rewards/rejected": -5.087707996368408, + "sft_loss": 4.018216609954834, + "step": 4775 + }, + { + "epoch": 2.558287339019903, + "grad_norm": 0.43493742878107877, + "learning_rate": 6.444050372093186e-08, + "logits/chosen": -0.6051164269447327, + "logits/rejected": -0.520149290561676, + "logps/chosen": -4.302689552307129, + "logps/rejected": -5.056397914886475, + "loss": 0.0508, + "rewards/accuracies": 0.7437499761581421, + "rewards/chosen": -4.302689552307129, + "rewards/margins": 0.7537086606025696, + "rewards/rejected": -5.056397914886475, + "sft_loss": 4.09941291809082, + "step": 4780 + }, + { + "epoch": 2.5609633718013045, + "grad_norm": 0.5267775816777619, + "learning_rate": 6.367782103000873e-08, + "logits/chosen": -0.5131546258926392, + "logits/rejected": -0.4773063659667969, + "logps/chosen": -4.355741500854492, + "logps/rejected": -4.989833354949951, + "loss": 0.0523, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -4.355741500854492, + "rewards/margins": 0.6340919733047485, + "rewards/rejected": -4.989833354949951, + "sft_loss": 4.04448938369751, + "step": 4785 + }, + { + "epoch": 2.5636394045827062, + "grad_norm": 0.5428781055586078, + "learning_rate": 6.29193715387798e-08, + "logits/chosen": -0.5961020588874817, + "logits/rejected": -0.49942970275878906, + "logps/chosen": -4.322155475616455, + "logps/rejected": -5.115612506866455, + "loss": 0.0515, + "rewards/accuracies": 0.706250011920929, + "rewards/chosen": -4.322155475616455, + "rewards/margins": 0.7934563755989075, + "rewards/rejected": -5.115612506866455, + "sft_loss": 4.066105842590332, + "step": 4790 + }, + { + "epoch": 2.566315437364108, + "grad_norm": 0.756164246620467, + "learning_rate": 6.216516260572502e-08, + "logits/chosen": -0.5418619513511658, + "logits/rejected": -0.4399585723876953, + "logps/chosen": -4.446822643280029, + "logps/rejected": -5.173761367797852, + "loss": 0.0513, + "rewards/accuracies": 0.6937500238418579, + "rewards/chosen": -4.446822643280029, + "rewards/margins": 0.7269390225410461, + "rewards/rejected": -5.173761367797852, + "sft_loss": 4.22568416595459, + "step": 4795 + }, + { + "epoch": 2.568991470145509, + "grad_norm": 0.6286540593204735, + "learning_rate": 6.141520154818297e-08, + "logits/chosen": -0.5734771490097046, + "logits/rejected": -0.4777015745639801, + "logps/chosen": -4.429290294647217, + "logps/rejected": -5.125835418701172, + "loss": 0.0517, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.429290294647217, + "rewards/margins": 0.6965449452400208, + "rewards/rejected": -5.125835418701172, + "sft_loss": 4.193821907043457, + "step": 4800 + }, + { + "epoch": 2.568991470145509, + "eval_logits/chosen": -0.1310480684041977, + "eval_logits/rejected": -0.05083135515451431, + "eval_logps/chosen": -4.3976359367370605, + "eval_logps/rejected": -5.14287805557251, + "eval_loss": 0.05011750012636185, + "eval_rewards/accuracies": 0.6832343935966492, + "eval_rewards/chosen": -4.3976359367370605, + "eval_rewards/margins": 0.745241641998291, + "eval_rewards/rejected": -5.14287805557251, + "eval_runtime": 44.1527, + "eval_samples_per_second": 30.462, + "eval_sft_loss": 4.0092549324035645, + "eval_steps_per_second": 7.633, + "step": 4800 + }, + { + "epoch": 2.571667502926911, + "grad_norm": 0.4279108131541974, + "learning_rate": 6.066949564227897e-08, + "logits/chosen": -0.627518892288208, + "logits/rejected": -0.557266354560852, + "logps/chosen": -4.316287517547607, + "logps/rejected": -5.085277080535889, + "loss": 0.0511, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.316287517547607, + "rewards/margins": 0.7689894437789917, + "rewards/rejected": -5.085277080535889, + "sft_loss": 4.034054756164551, + "step": 4805 + }, + { + "epoch": 2.574343535708312, + "grad_norm": 0.8316214754736503, + "learning_rate": 5.992805212285523e-08, + "logits/chosen": -0.5568079352378845, + "logits/rejected": -0.49940842390060425, + "logps/chosen": -4.266221046447754, + "logps/rejected": -5.169581413269043, + "loss": 0.0502, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.266221046447754, + "rewards/margins": 0.9033603668212891, + "rewards/rejected": -5.169581413269043, + "sft_loss": 4.01610803604126, + "step": 4810 + }, + { + "epoch": 2.577019568489714, + "grad_norm": 0.6341903842542911, + "learning_rate": 5.9190878183399684e-08, + "logits/chosen": -0.5636864304542542, + "logits/rejected": -0.4387081563472748, + "logps/chosen": -4.344354152679443, + "logps/rejected": -5.193105220794678, + "loss": 0.0515, + "rewards/accuracies": 0.731249988079071, + "rewards/chosen": -4.344354152679443, + "rewards/margins": 0.8487511873245239, + "rewards/rejected": -5.193105220794678, + "sft_loss": 4.155457973480225, + "step": 4815 + }, + { + "epoch": 2.5796956012711156, + "grad_norm": 0.49812032593786665, + "learning_rate": 5.845798097597748e-08, + "logits/chosen": -0.6051997542381287, + "logits/rejected": -0.5160627365112305, + "logps/chosen": -4.519273281097412, + "logps/rejected": -5.107385635375977, + "loss": 0.0525, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.519273281097412, + "rewards/margins": 0.588112473487854, + "rewards/rejected": -5.107385635375977, + "sft_loss": 4.226346492767334, + "step": 4820 + }, + { + "epoch": 2.5823716340525174, + "grad_norm": 0.5137356088294925, + "learning_rate": 5.772936761116026e-08, + "logits/chosen": -0.5411312580108643, + "logits/rejected": -0.4147259294986725, + "logps/chosen": -4.3093461990356445, + "logps/rejected": -5.115912437438965, + "loss": 0.0499, + "rewards/accuracies": 0.706250011920929, + "rewards/chosen": -4.3093461990356445, + "rewards/margins": 0.8065663576126099, + "rewards/rejected": -5.115912437438965, + "sft_loss": 4.040058135986328, + "step": 4825 + }, + { + "epoch": 2.5850476668339186, + "grad_norm": 0.5679993951727613, + "learning_rate": 5.700504515795829e-08, + "logits/chosen": -0.6407551765441895, + "logits/rejected": -0.49152690172195435, + "logps/chosen": -4.370004177093506, + "logps/rejected": -5.13353967666626, + "loss": 0.051, + "rewards/accuracies": 0.7437499761581421, + "rewards/chosen": -4.370004177093506, + "rewards/margins": 0.7635352611541748, + "rewards/rejected": -5.13353967666626, + "sft_loss": 4.191131591796875, + "step": 4830 + }, + { + "epoch": 2.5877236996153203, + "grad_norm": 0.6046695743005422, + "learning_rate": 5.628502064375101e-08, + "logits/chosen": -0.6635502576828003, + "logits/rejected": -0.47964462637901306, + "logps/chosen": -4.40742826461792, + "logps/rejected": -5.276705741882324, + "loss": 0.05, + "rewards/accuracies": 0.762499988079071, + "rewards/chosen": -4.40742826461792, + "rewards/margins": 0.8692773580551147, + "rewards/rejected": -5.276705741882324, + "sft_loss": 4.135905742645264, + "step": 4835 + }, + { + "epoch": 2.5903997323967216, + "grad_norm": 0.6479165373198206, + "learning_rate": 5.55693010542197e-08, + "logits/chosen": -0.631353497505188, + "logits/rejected": -0.42470064759254456, + "logps/chosen": -4.271271228790283, + "logps/rejected": -5.198349475860596, + "loss": 0.048, + "rewards/accuracies": 0.7562500238418579, + "rewards/chosen": -4.271271228790283, + "rewards/margins": 0.9270779490470886, + "rewards/rejected": -5.198349475860596, + "sft_loss": 3.866617202758789, + "step": 4840 + }, + { + "epoch": 2.5930757651781233, + "grad_norm": 1.1174918581803077, + "learning_rate": 5.485789333327856e-08, + "logits/chosen": -0.572890043258667, + "logits/rejected": -0.5420287847518921, + "logps/chosen": -4.4225053787231445, + "logps/rejected": -5.114369869232178, + "loss": 0.0516, + "rewards/accuracies": 0.6875, + "rewards/chosen": -4.4225053787231445, + "rewards/margins": 0.6918636560440063, + "rewards/rejected": -5.114369869232178, + "sft_loss": 4.175688743591309, + "step": 4845 + }, + { + "epoch": 2.595751797959525, + "grad_norm": 0.5237835591030086, + "learning_rate": 5.4150804383008675e-08, + "logits/chosen": -0.7328628301620483, + "logits/rejected": -0.5686417818069458, + "logps/chosen": -4.425593376159668, + "logps/rejected": -5.209748268127441, + "loss": 0.0522, + "rewards/accuracies": 0.6875, + "rewards/chosen": -4.425593376159668, + "rewards/margins": 0.7841545939445496, + "rewards/rejected": -5.209748268127441, + "sft_loss": 4.164927005767822, + "step": 4850 + }, + { + "epoch": 2.5984278307409268, + "grad_norm": 0.6504617493007205, + "learning_rate": 5.344804106359002e-08, + "logits/chosen": -0.5078977942466736, + "logits/rejected": -0.3700367510318756, + "logps/chosen": -4.396625995635986, + "logps/rejected": -5.096922397613525, + "loss": 0.0519, + "rewards/accuracies": 0.668749988079071, + "rewards/chosen": -4.396625995635986, + "rewards/margins": 0.7002967000007629, + "rewards/rejected": -5.096922397613525, + "sft_loss": 4.137091159820557, + "step": 4855 + }, + { + "epoch": 2.601103863522328, + "grad_norm": 0.6180206142159782, + "learning_rate": 5.274961019323559e-08, + "logits/chosen": -0.6101963520050049, + "logits/rejected": -0.5082840323448181, + "logps/chosen": -4.349689483642578, + "logps/rejected": -5.105837345123291, + "loss": 0.0522, + "rewards/accuracies": 0.6937500238418579, + "rewards/chosen": -4.349689483642578, + "rewards/margins": 0.7561479806900024, + "rewards/rejected": -5.105837345123291, + "sft_loss": 4.168674468994141, + "step": 4860 + }, + { + "epoch": 2.6037798963037297, + "grad_norm": 0.5145625450475846, + "learning_rate": 5.205551854812451e-08, + "logits/chosen": -0.7037869095802307, + "logits/rejected": -0.6382130980491638, + "logps/chosen": -4.2961835861206055, + "logps/rejected": -5.145020484924316, + "loss": 0.0496, + "rewards/accuracies": 0.75, + "rewards/chosen": -4.2961835861206055, + "rewards/margins": 0.8488362431526184, + "rewards/rejected": -5.145020484924316, + "sft_loss": 4.0863213539123535, + "step": 4865 + }, + { + "epoch": 2.606455929085131, + "grad_norm": 0.8816851602158896, + "learning_rate": 5.1365772862337177e-08, + "logits/chosen": -0.5311302542686462, + "logits/rejected": -0.4471372961997986, + "logps/chosen": -4.2873992919921875, + "logps/rejected": -5.161667823791504, + "loss": 0.0502, + "rewards/accuracies": 0.7437499761581421, + "rewards/chosen": -4.2873992919921875, + "rewards/margins": 0.8742688298225403, + "rewards/rejected": -5.161667823791504, + "sft_loss": 3.99345064163208, + "step": 4870 + }, + { + "epoch": 2.6091319618665327, + "grad_norm": 0.7715063836777378, + "learning_rate": 5.068037982778905e-08, + "logits/chosen": -0.5043749213218689, + "logits/rejected": -0.420607328414917, + "logps/chosen": -4.412718296051025, + "logps/rejected": -5.225282669067383, + "loss": 0.0509, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -4.412718296051025, + "rewards/margins": 0.8125641942024231, + "rewards/rejected": -5.225282669067383, + "sft_loss": 4.112118721008301, + "step": 4875 + }, + { + "epoch": 2.6118079946479344, + "grad_norm": 0.5655215067235567, + "learning_rate": 4.999934609416656e-08, + "logits/chosen": -0.5136893391609192, + "logits/rejected": -0.41715818643569946, + "logps/chosen": -4.247698783874512, + "logps/rejected": -5.231947422027588, + "loss": 0.0501, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.247698783874512, + "rewards/margins": 0.9842487573623657, + "rewards/rejected": -5.231947422027588, + "sft_loss": 4.044260501861572, + "step": 4880 + }, + { + "epoch": 2.614484027429336, + "grad_norm": 0.6190399890836108, + "learning_rate": 4.932267826886183e-08, + "logits/chosen": -0.4868631958961487, + "logits/rejected": -0.44767284393310547, + "logps/chosen": -4.37949275970459, + "logps/rejected": -5.1437883377075195, + "loss": 0.0518, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.37949275970459, + "rewards/margins": 0.764295220375061, + "rewards/rejected": -5.1437883377075195, + "sft_loss": 4.194809436798096, + "step": 4885 + }, + { + "epoch": 2.6171600602107374, + "grad_norm": 0.45602480638058607, + "learning_rate": 4.8650382916909206e-08, + "logits/chosen": -0.6891030073165894, + "logits/rejected": -0.5076113939285278, + "logps/chosen": -4.308724403381348, + "logps/rejected": -5.062498569488525, + "loss": 0.0513, + "rewards/accuracies": 0.71875, + "rewards/chosen": -4.308724403381348, + "rewards/margins": 0.7537741661071777, + "rewards/rejected": -5.062498569488525, + "sft_loss": 4.0498762130737305, + "step": 4890 + }, + { + "epoch": 2.619836092992139, + "grad_norm": 0.6204571382318878, + "learning_rate": 4.7982466560920976e-08, + "logits/chosen": -0.5606731176376343, + "logits/rejected": -0.533047080039978, + "logps/chosen": -4.373346328735352, + "logps/rejected": -5.0479230880737305, + "loss": 0.0512, + "rewards/accuracies": 0.6875, + "rewards/chosen": -4.373346328735352, + "rewards/margins": 0.6745761036872864, + "rewards/rejected": -5.0479230880737305, + "sft_loss": 4.139103889465332, + "step": 4895 + }, + { + "epoch": 2.622512125773541, + "grad_norm": 0.842422852967741, + "learning_rate": 4.7318935681024685e-08, + "logits/chosen": -0.5427811741828918, + "logits/rejected": -0.3881460130214691, + "logps/chosen": -4.327120304107666, + "logps/rejected": -5.237512588500977, + "loss": 0.0502, + "rewards/accuracies": 0.6937500238418579, + "rewards/chosen": -4.327120304107666, + "rewards/margins": 0.9103924036026001, + "rewards/rejected": -5.237512588500977, + "sft_loss": 4.039536476135254, + "step": 4900 + }, + { + "epoch": 2.625188158554942, + "grad_norm": 0.6175658328831507, + "learning_rate": 4.6659796714799745e-08, + "logits/chosen": -0.5474620461463928, + "logits/rejected": -0.4273964762687683, + "logps/chosen": -4.311333656311035, + "logps/rejected": -5.33859395980835, + "loss": 0.0484, + "rewards/accuracies": 0.7562500238418579, + "rewards/chosen": -4.311333656311035, + "rewards/margins": 1.0272610187530518, + "rewards/rejected": -5.33859395980835, + "sft_loss": 4.0710930824279785, + "step": 4905 + }, + { + "epoch": 2.627864191336344, + "grad_norm": 0.7129519719182232, + "learning_rate": 4.60050560572155e-08, + "logits/chosen": -0.5638284087181091, + "logits/rejected": -0.641061007976532, + "logps/chosen": -4.43626070022583, + "logps/rejected": -5.271731376647949, + "loss": 0.0516, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -4.43626070022583, + "rewards/margins": 0.8354707956314087, + "rewards/rejected": -5.271731376647949, + "sft_loss": 4.2041120529174805, + "step": 4910 + }, + { + "epoch": 2.6305402241177456, + "grad_norm": 0.48846546570812444, + "learning_rate": 4.535472006056834e-08, + "logits/chosen": -0.5889512300491333, + "logits/rejected": -0.4078417420387268, + "logps/chosen": -4.3628435134887695, + "logps/rejected": -5.040680408477783, + "loss": 0.0511, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -4.3628435134887695, + "rewards/margins": 0.6778360605239868, + "rewards/rejected": -5.040680408477783, + "sft_loss": 4.057613849639893, + "step": 4915 + }, + { + "epoch": 2.6332162568991473, + "grad_norm": 0.5698611802896947, + "learning_rate": 4.470879503442132e-08, + "logits/chosen": -0.6120142936706543, + "logits/rejected": -0.5297871828079224, + "logps/chosen": -4.30316162109375, + "logps/rejected": -5.0614094734191895, + "loss": 0.0503, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.30316162109375, + "rewards/margins": 0.7582475543022156, + "rewards/rejected": -5.0614094734191895, + "sft_loss": 4.057737350463867, + "step": 4920 + }, + { + "epoch": 2.6358922896805486, + "grad_norm": 0.5486338559058009, + "learning_rate": 4.406728724554154e-08, + "logits/chosen": -0.7255766987800598, + "logits/rejected": -0.454000324010849, + "logps/chosen": -4.289834976196289, + "logps/rejected": -5.203850746154785, + "loss": 0.0496, + "rewards/accuracies": 0.7562500238418579, + "rewards/chosen": -4.289834976196289, + "rewards/margins": 0.9140159487724304, + "rewards/rejected": -5.203850746154785, + "sft_loss": 4.062923908233643, + "step": 4925 + }, + { + "epoch": 2.6385683224619503, + "grad_norm": 0.5063843785218863, + "learning_rate": 4.3430202917840664e-08, + "logits/chosen": -0.5567297339439392, + "logits/rejected": -0.3618205189704895, + "logps/chosen": -4.474720478057861, + "logps/rejected": -5.34441614151001, + "loss": 0.0512, + "rewards/accuracies": 0.7250000238418579, + "rewards/chosen": -4.474720478057861, + "rewards/margins": 0.8696953654289246, + "rewards/rejected": -5.34441614151001, + "sft_loss": 4.205283164978027, + "step": 4930 + }, + { + "epoch": 2.6412443552433515, + "grad_norm": 0.5616850632105653, + "learning_rate": 4.279754823231346e-08, + "logits/chosen": -0.6103255152702332, + "logits/rejected": -0.4230746328830719, + "logps/chosen": -4.202220916748047, + "logps/rejected": -5.077874660491943, + "loss": 0.0498, + "rewards/accuracies": 0.7562500238418579, + "rewards/chosen": -4.202220916748047, + "rewards/margins": 0.8756539225578308, + "rewards/rejected": -5.077874660491943, + "sft_loss": 3.887943983078003, + "step": 4935 + }, + { + "epoch": 2.6439203880247533, + "grad_norm": 0.509725536427103, + "learning_rate": 4.216932932697859e-08, + "logits/chosen": -0.6400852799415588, + "logits/rejected": -0.5801583528518677, + "logps/chosen": -4.237285614013672, + "logps/rejected": -4.9107465744018555, + "loss": 0.0507, + "rewards/accuracies": 0.737500011920929, + "rewards/chosen": -4.237285614013672, + "rewards/margins": 0.6734606027603149, + "rewards/rejected": -4.9107465744018555, + "sft_loss": 3.98652982711792, + "step": 4940 + }, + { + "epoch": 2.646596420806155, + "grad_norm": 0.6003025487895531, + "learning_rate": 4.154555229681844e-08, + "logits/chosen": -0.6006342172622681, + "logits/rejected": -0.3996833860874176, + "logps/chosen": -4.317721843719482, + "logps/rejected": -5.138119697570801, + "loss": 0.05, + "rewards/accuracies": 0.706250011920929, + "rewards/chosen": -4.317721843719482, + "rewards/margins": 0.8203983306884766, + "rewards/rejected": -5.138119697570801, + "sft_loss": 3.9243438243865967, + "step": 4945 + }, + { + "epoch": 2.6492724535875567, + "grad_norm": 0.7337346570788273, + "learning_rate": 4.092622319372069e-08, + "logits/chosen": -0.5690840482711792, + "logits/rejected": -0.3954506814479828, + "logps/chosen": -4.2830095291137695, + "logps/rejected": -5.03558874130249, + "loss": 0.0512, + "rewards/accuracies": 0.731249988079071, + "rewards/chosen": -4.2830095291137695, + "rewards/margins": 0.752579391002655, + "rewards/rejected": -5.03558874130249, + "sft_loss": 3.9829344749450684, + "step": 4950 + }, + { + "epoch": 2.651948486368958, + "grad_norm": 0.4895325217640353, + "learning_rate": 4.031134802641889e-08, + "logits/chosen": -0.5619646906852722, + "logits/rejected": -0.5575190782546997, + "logps/chosen": -4.584791660308838, + "logps/rejected": -5.15277099609375, + "loss": 0.0511, + "rewards/accuracies": 0.65625, + "rewards/chosen": -4.584791660308838, + "rewards/margins": 0.5679799318313599, + "rewards/rejected": -5.15277099609375, + "sft_loss": 4.250580787658691, + "step": 4955 + }, + { + "epoch": 2.6546245191503597, + "grad_norm": 0.5452690088539321, + "learning_rate": 3.970093276043468e-08, + "logits/chosen": -0.535243809223175, + "logits/rejected": -0.47107964754104614, + "logps/chosen": -4.297226905822754, + "logps/rejected": -5.147265911102295, + "loss": 0.0511, + "rewards/accuracies": 0.7250000238418579, + "rewards/chosen": -4.297226905822754, + "rewards/margins": 0.8500385284423828, + "rewards/rejected": -5.147265911102295, + "sft_loss": 4.075446128845215, + "step": 4960 + }, + { + "epoch": 2.657300551931761, + "grad_norm": 0.4787818394131923, + "learning_rate": 3.9094983318019584e-08, + "logits/chosen": -0.67536860704422, + "logits/rejected": -0.5395069718360901, + "logps/chosen": -4.3160905838012695, + "logps/rejected": -5.104388236999512, + "loss": 0.051, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.3160905838012695, + "rewards/margins": 0.7882981300354004, + "rewards/rejected": -5.104388236999512, + "sft_loss": 4.1181511878967285, + "step": 4965 + }, + { + "epoch": 2.6599765847131627, + "grad_norm": 0.5490272062690024, + "learning_rate": 3.849350557809789e-08, + "logits/chosen": -0.4833317697048187, + "logits/rejected": -0.4706900119781494, + "logps/chosen": -4.4363179206848145, + "logps/rejected": -5.109228134155273, + "loss": 0.0495, + "rewards/accuracies": 0.668749988079071, + "rewards/chosen": -4.4363179206848145, + "rewards/margins": 0.672910213470459, + "rewards/rejected": -5.109228134155273, + "sft_loss": 3.9787001609802246, + "step": 4970 + }, + { + "epoch": 2.6626526174945644, + "grad_norm": 0.7210787168562746, + "learning_rate": 3.789650537620903e-08, + "logits/chosen": -0.5201641321182251, + "logits/rejected": -0.5272789001464844, + "logps/chosen": -4.41770601272583, + "logps/rejected": -5.237369537353516, + "loss": 0.0508, + "rewards/accuracies": 0.71875, + "rewards/chosen": -4.41770601272583, + "rewards/margins": 0.819663405418396, + "rewards/rejected": -5.237369537353516, + "sft_loss": 4.144536018371582, + "step": 4975 + }, + { + "epoch": 2.665328650275966, + "grad_norm": 0.5031437826574756, + "learning_rate": 3.730398850445182e-08, + "logits/chosen": -0.42731088399887085, + "logits/rejected": -0.4264354109764099, + "logps/chosen": -4.396569728851318, + "logps/rejected": -5.177783012390137, + "loss": 0.0513, + "rewards/accuracies": 0.6875, + "rewards/chosen": -4.396569728851318, + "rewards/margins": 0.7812132239341736, + "rewards/rejected": -5.177783012390137, + "sft_loss": 4.042810916900635, + "step": 4980 + }, + { + "epoch": 2.6680046830573674, + "grad_norm": 0.5440838703218333, + "learning_rate": 3.671596071142735e-08, + "logits/chosen": -0.519400954246521, + "logits/rejected": -0.36543017625808716, + "logps/chosen": -4.404606819152832, + "logps/rejected": -5.322443008422852, + "loss": 0.05, + "rewards/accuracies": 0.706250011920929, + "rewards/chosen": -4.404606819152832, + "rewards/margins": 0.9178358316421509, + "rewards/rejected": -5.322443008422852, + "sft_loss": 4.077485084533691, + "step": 4985 + }, + { + "epoch": 2.670680715838769, + "grad_norm": 0.547836377113304, + "learning_rate": 3.6132427702183996e-08, + "logits/chosen": -0.7032692432403564, + "logits/rejected": -0.547438383102417, + "logps/chosen": -4.2701215744018555, + "logps/rejected": -5.307445049285889, + "loss": 0.0494, + "rewards/accuracies": 0.7437499761581421, + "rewards/chosen": -4.2701215744018555, + "rewards/margins": 1.0373241901397705, + "rewards/rejected": -5.307445049285889, + "sft_loss": 4.049527168273926, + "step": 4990 + }, + { + "epoch": 2.6733567486201704, + "grad_norm": 0.6747221769683753, + "learning_rate": 3.555339513816147e-08, + "logits/chosen": -0.6259239315986633, + "logits/rejected": -0.6647960543632507, + "logps/chosen": -4.4503607749938965, + "logps/rejected": -5.176076889038086, + "loss": 0.0522, + "rewards/accuracies": 0.65625, + "rewards/chosen": -4.4503607749938965, + "rewards/margins": 0.7257159352302551, + "rewards/rejected": -5.176076889038086, + "sft_loss": 4.2231340408325195, + "step": 4995 + }, + { + "epoch": 2.676032781401572, + "grad_norm": 0.4978709876574727, + "learning_rate": 3.497886863713639e-08, + "logits/chosen": -0.639491617679596, + "logits/rejected": -0.6323713064193726, + "logps/chosen": -4.537841320037842, + "logps/rejected": -5.226479530334473, + "loss": 0.0514, + "rewards/accuracies": 0.6875, + "rewards/chosen": -4.537841320037842, + "rewards/margins": 0.6886383295059204, + "rewards/rejected": -5.226479530334473, + "sft_loss": 4.242206573486328, + "step": 5000 + }, + { + "epoch": 2.678708814182974, + "grad_norm": 0.5407039474835489, + "learning_rate": 3.440885377316721e-08, + "logits/chosen": -0.5516177415847778, + "logits/rejected": -0.5085643529891968, + "logps/chosen": -4.365184307098389, + "logps/rejected": -4.952767372131348, + "loss": 0.051, + "rewards/accuracies": 0.65625, + "rewards/chosen": -4.365184307098389, + "rewards/margins": 0.5875837802886963, + "rewards/rejected": -4.952767372131348, + "sft_loss": 4.07918119430542, + "step": 5005 + }, + { + "epoch": 2.6813848469643755, + "grad_norm": 0.5812938263285328, + "learning_rate": 3.384335607654082e-08, + "logits/chosen": -0.5267273187637329, + "logits/rejected": -0.5056958198547363, + "logps/chosen": -4.424398899078369, + "logps/rejected": -5.259547233581543, + "loss": 0.0502, + "rewards/accuracies": 0.737500011920929, + "rewards/chosen": -4.424398899078369, + "rewards/margins": 0.8351489305496216, + "rewards/rejected": -5.259547233581543, + "sft_loss": 4.068539619445801, + "step": 5010 + }, + { + "epoch": 2.684060879745777, + "grad_norm": 0.5304543852141715, + "learning_rate": 3.328238103371811e-08, + "logits/chosen": -0.5788456201553345, + "logits/rejected": -0.5353022217750549, + "logps/chosen": -4.434554576873779, + "logps/rejected": -5.322540760040283, + "loss": 0.0493, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.434554576873779, + "rewards/margins": 0.8879860639572144, + "rewards/rejected": -5.322540760040283, + "sft_loss": 4.054621696472168, + "step": 5015 + }, + { + "epoch": 2.6867369125271785, + "grad_norm": 0.6533298230537002, + "learning_rate": 3.272593408728169e-08, + "logits/chosen": -0.6691602468490601, + "logits/rejected": -0.43237876892089844, + "logps/chosen": -4.330901145935059, + "logps/rejected": -5.163939952850342, + "loss": 0.0499, + "rewards/accuracies": 0.7250000238418579, + "rewards/chosen": -4.330901145935059, + "rewards/margins": 0.8330386877059937, + "rewards/rejected": -5.163939952850342, + "sft_loss": 4.0684685707092285, + "step": 5020 + }, + { + "epoch": 2.6894129453085798, + "grad_norm": 0.459859314522557, + "learning_rate": 3.217402063588204e-08, + "logits/chosen": -0.6769046783447266, + "logits/rejected": -0.5177081823348999, + "logps/chosen": -4.403720855712891, + "logps/rejected": -5.134342670440674, + "loss": 0.0518, + "rewards/accuracies": 0.731249988079071, + "rewards/chosen": -4.403720855712891, + "rewards/margins": 0.7306212782859802, + "rewards/rejected": -5.134342670440674, + "sft_loss": 4.200765132904053, + "step": 5025 + }, + { + "epoch": 2.6920889780899815, + "grad_norm": 0.6249843436541217, + "learning_rate": 3.162664603418608e-08, + "logits/chosen": -0.5779106020927429, + "logits/rejected": -0.5267711281776428, + "logps/chosen": -4.2933197021484375, + "logps/rejected": -5.195624351501465, + "loss": 0.0499, + "rewards/accuracies": 0.71875, + "rewards/chosen": -4.2933197021484375, + "rewards/margins": 0.9023048281669617, + "rewards/rejected": -5.195624351501465, + "sft_loss": 4.026488304138184, + "step": 5030 + }, + { + "epoch": 2.694765010871383, + "grad_norm": 0.40991567740406004, + "learning_rate": 3.1083815592824416e-08, + "logits/chosen": -0.636762797832489, + "logits/rejected": -0.5826548337936401, + "logps/chosen": -4.438990592956543, + "logps/rejected": -5.237557411193848, + "loss": 0.0511, + "rewards/accuracies": 0.75, + "rewards/chosen": -4.438990592956543, + "rewards/margins": 0.7985668182373047, + "rewards/rejected": -5.237557411193848, + "sft_loss": 4.206995964050293, + "step": 5035 + }, + { + "epoch": 2.697441043652785, + "grad_norm": 0.5674535681916036, + "learning_rate": 3.054553457834053e-08, + "logits/chosen": -0.4564667344093323, + "logits/rejected": -0.5286347270011902, + "logps/chosen": -4.551898002624512, + "logps/rejected": -5.162118911743164, + "loss": 0.052, + "rewards/accuracies": 0.65625, + "rewards/chosen": -4.551898002624512, + "rewards/margins": 0.6102203130722046, + "rewards/rejected": -5.162118911743164, + "sft_loss": 4.228566646575928, + "step": 5040 + }, + { + "epoch": 2.700117076434186, + "grad_norm": 0.8191991141280918, + "learning_rate": 3.0011808213139036e-08, + "logits/chosen": -0.4883642792701721, + "logits/rejected": -0.5476293563842773, + "logps/chosen": -4.421045780181885, + "logps/rejected": -5.0714616775512695, + "loss": 0.0505, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -4.421045780181885, + "rewards/margins": 0.650415301322937, + "rewards/rejected": -5.0714616775512695, + "sft_loss": 4.127926826477051, + "step": 5045 + }, + { + "epoch": 2.702793109215588, + "grad_norm": 0.8811087819806706, + "learning_rate": 2.948264167543568e-08, + "logits/chosen": -0.6045140624046326, + "logits/rejected": -0.5384324789047241, + "logps/chosen": -4.425509452819824, + "logps/rejected": -5.067124366760254, + "loss": 0.0509, + "rewards/accuracies": 0.706250011920929, + "rewards/chosen": -4.425509452819824, + "rewards/margins": 0.6416141986846924, + "rewards/rejected": -5.067124366760254, + "sft_loss": 4.064424991607666, + "step": 5050 + }, + { + "epoch": 2.7054691419969896, + "grad_norm": 0.5335643620302218, + "learning_rate": 2.8958040099206216e-08, + "logits/chosen": -0.7181905508041382, + "logits/rejected": -0.6650737524032593, + "logps/chosen": -4.427859306335449, + "logps/rejected": -5.1806960105896, + "loss": 0.0503, + "rewards/accuracies": 0.731249988079071, + "rewards/chosen": -4.427859306335449, + "rewards/margins": 0.7528366446495056, + "rewards/rejected": -5.1806960105896, + "sft_loss": 4.122951030731201, + "step": 5055 + }, + { + "epoch": 2.708145174778391, + "grad_norm": 0.6765859587891434, + "learning_rate": 2.843800857413775e-08, + "logits/chosen": -0.5532930493354797, + "logits/rejected": -0.5283568501472473, + "logps/chosen": -4.372910022735596, + "logps/rejected": -4.986554145812988, + "loss": 0.0524, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.372910022735596, + "rewards/margins": 0.6136443614959717, + "rewards/rejected": -4.986554145812988, + "sft_loss": 4.0953049659729, + "step": 5060 + }, + { + "epoch": 2.7108212075597926, + "grad_norm": 0.6437133408390605, + "learning_rate": 2.7922552145578203e-08, + "logits/chosen": -0.5621504783630371, + "logits/rejected": -0.3205257058143616, + "logps/chosen": -4.362854957580566, + "logps/rejected": -5.120060920715332, + "loss": 0.0507, + "rewards/accuracies": 0.7437499761581421, + "rewards/chosen": -4.362854957580566, + "rewards/margins": 0.7572060823440552, + "rewards/rejected": -5.120060920715332, + "sft_loss": 4.085061550140381, + "step": 5065 + }, + { + "epoch": 2.7134972403411943, + "grad_norm": 0.5586713434946048, + "learning_rate": 2.7411675814488277e-08, + "logits/chosen": -0.580437183380127, + "logits/rejected": -0.4562060832977295, + "logps/chosen": -4.351175785064697, + "logps/rejected": -5.0411834716796875, + "loss": 0.0501, + "rewards/accuracies": 0.75, + "rewards/chosen": -4.351175785064697, + "rewards/margins": 0.690007209777832, + "rewards/rejected": -5.0411834716796875, + "sft_loss": 4.134765625, + "step": 5070 + }, + { + "epoch": 2.7161732731225956, + "grad_norm": 0.7816086223679309, + "learning_rate": 2.690538453739216e-08, + "logits/chosen": -0.5848197340965271, + "logits/rejected": -0.5601023435592651, + "logps/chosen": -4.249561309814453, + "logps/rejected": -4.906055927276611, + "loss": 0.0528, + "rewards/accuracies": 0.625, + "rewards/chosen": -4.249561309814453, + "rewards/margins": 0.656494140625, + "rewards/rejected": -4.906055927276611, + "sft_loss": 4.066379070281982, + "step": 5075 + }, + { + "epoch": 2.7188493059039973, + "grad_norm": 0.4891229609407562, + "learning_rate": 2.6403683226330298e-08, + "logits/chosen": -0.6629522442817688, + "logits/rejected": -0.5027410387992859, + "logps/chosen": -4.347064018249512, + "logps/rejected": -5.038262367248535, + "loss": 0.0518, + "rewards/accuracies": 0.6875, + "rewards/chosen": -4.347064018249512, + "rewards/margins": 0.6911985278129578, + "rewards/rejected": -5.038262367248535, + "sft_loss": 4.133894443511963, + "step": 5080 + }, + { + "epoch": 2.721525338685399, + "grad_norm": 0.5027988591263001, + "learning_rate": 2.5906576748810804e-08, + "logits/chosen": -0.6160419583320618, + "logits/rejected": -0.5071651339530945, + "logps/chosen": -4.447991371154785, + "logps/rejected": -5.372227668762207, + "loss": 0.0501, + "rewards/accuracies": 0.7749999761581421, + "rewards/chosen": -4.447991371154785, + "rewards/margins": 0.9242367744445801, + "rewards/rejected": -5.372227668762207, + "sft_loss": 4.256869316101074, + "step": 5085 + }, + { + "epoch": 2.7242013714668003, + "grad_norm": 0.5005779121654812, + "learning_rate": 2.5414069927763016e-08, + "logits/chosen": -0.7470074892044067, + "logits/rejected": -0.5773445963859558, + "logps/chosen": -4.272568702697754, + "logps/rejected": -5.214876174926758, + "loss": 0.049, + "rewards/accuracies": 0.8125, + "rewards/chosen": -4.272568702697754, + "rewards/margins": 0.9423072934150696, + "rewards/rejected": -5.214876174926758, + "sft_loss": 4.018656253814697, + "step": 5090 + }, + { + "epoch": 2.726877404248202, + "grad_norm": 0.4030114584917921, + "learning_rate": 2.4926167541490185e-08, + "logits/chosen": -0.7731162905693054, + "logits/rejected": -0.5590254068374634, + "logps/chosen": -4.330112934112549, + "logps/rejected": -5.2436041831970215, + "loss": 0.0505, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.330112934112549, + "rewards/margins": 0.9134915471076965, + "rewards/rejected": -5.2436041831970215, + "sft_loss": 4.119341850280762, + "step": 5095 + }, + { + "epoch": 2.7295534370296037, + "grad_norm": 0.5624609914644404, + "learning_rate": 2.4442874323623574e-08, + "logits/chosen": -0.5609525442123413, + "logits/rejected": -0.42731085419654846, + "logps/chosen": -4.410833835601807, + "logps/rejected": -5.249048709869385, + "loss": 0.0514, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.410833835601807, + "rewards/margins": 0.8382146954536438, + "rewards/rejected": -5.249048709869385, + "sft_loss": 4.111285209655762, + "step": 5100 + }, + { + "epoch": 2.7322294698110055, + "grad_norm": 0.6188222511053089, + "learning_rate": 2.396419496307589e-08, + "logits/chosen": -0.6179810166358948, + "logits/rejected": -0.4628868103027344, + "logps/chosen": -4.559763431549072, + "logps/rejected": -5.188269138336182, + "loss": 0.0504, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.559763431549072, + "rewards/margins": 0.6285057067871094, + "rewards/rejected": -5.188269138336182, + "sft_loss": 4.189999580383301, + "step": 5105 + }, + { + "epoch": 2.7349055025924067, + "grad_norm": 0.45046317998459096, + "learning_rate": 2.349013410399653e-08, + "logits/chosen": -0.6038917303085327, + "logits/rejected": -0.5444539189338684, + "logps/chosen": -4.464918613433838, + "logps/rejected": -5.283292293548584, + "loss": 0.0501, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.464918613433838, + "rewards/margins": 0.81837397813797, + "rewards/rejected": -5.283292293548584, + "sft_loss": 4.040930271148682, + "step": 5110 + }, + { + "epoch": 2.7375815353738084, + "grad_norm": 0.4990731300671213, + "learning_rate": 2.3020696345725954e-08, + "logits/chosen": -0.6978880167007446, + "logits/rejected": -0.515345573425293, + "logps/chosen": -4.216785907745361, + "logps/rejected": -5.36154842376709, + "loss": 0.0484, + "rewards/accuracies": 0.7875000238418579, + "rewards/chosen": -4.216785907745361, + "rewards/margins": 1.144762635231018, + "rewards/rejected": -5.36154842376709, + "sft_loss": 3.9843826293945312, + "step": 5115 + }, + { + "epoch": 2.7402575681552097, + "grad_norm": 0.614831405515578, + "learning_rate": 2.2555886242751398e-08, + "logits/chosen": -0.624744713306427, + "logits/rejected": -0.5800564885139465, + "logps/chosen": -4.2822980880737305, + "logps/rejected": -5.1204705238342285, + "loss": 0.0509, + "rewards/accuracies": 0.7562500238418579, + "rewards/chosen": -4.2822980880737305, + "rewards/margins": 0.8381722569465637, + "rewards/rejected": -5.1204705238342285, + "sft_loss": 4.099765300750732, + "step": 5120 + }, + { + "epoch": 2.7429336009366114, + "grad_norm": 0.6935432896593682, + "learning_rate": 2.2095708304662453e-08, + "logits/chosen": -0.7441667318344116, + "logits/rejected": -0.5041067600250244, + "logps/chosen": -4.457093238830566, + "logps/rejected": -5.133129596710205, + "loss": 0.0508, + "rewards/accuracies": 0.737500011920929, + "rewards/chosen": -4.457093238830566, + "rewards/margins": 0.6760369539260864, + "rewards/rejected": -5.133129596710205, + "sft_loss": 4.1581549644470215, + "step": 5125 + }, + { + "epoch": 2.745609633718013, + "grad_norm": 0.4785476752747039, + "learning_rate": 2.16401669961076e-08, + "logits/chosen": -0.7660086750984192, + "logits/rejected": -0.5496563911437988, + "logps/chosen": -4.31410551071167, + "logps/rejected": -5.084970951080322, + "loss": 0.0508, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.31410551071167, + "rewards/margins": 0.7708655595779419, + "rewards/rejected": -5.084970951080322, + "sft_loss": 4.037846088409424, + "step": 5130 + }, + { + "epoch": 2.748285666499415, + "grad_norm": 0.5327286440548609, + "learning_rate": 2.1189266736750532e-08, + "logits/chosen": -0.5484969615936279, + "logits/rejected": -0.520624041557312, + "logps/chosen": -4.489085674285889, + "logps/rejected": -5.11185359954834, + "loss": 0.0523, + "rewards/accuracies": 0.668749988079071, + "rewards/chosen": -4.489085674285889, + "rewards/margins": 0.622767448425293, + "rewards/rejected": -5.11185359954834, + "sft_loss": 4.165780067443848, + "step": 5135 + }, + { + "epoch": 2.750961699280816, + "grad_norm": 0.8101164199907651, + "learning_rate": 2.0743011901227623e-08, + "logits/chosen": -0.5449343919754028, + "logits/rejected": -0.4379898011684418, + "logps/chosen": -4.064428806304932, + "logps/rejected": -4.964702606201172, + "loss": 0.05, + "rewards/accuracies": 0.7437499761581421, + "rewards/chosen": -4.064428806304932, + "rewards/margins": 0.900274395942688, + "rewards/rejected": -4.964702606201172, + "sft_loss": 3.8239989280700684, + "step": 5140 + }, + { + "epoch": 2.753637732062218, + "grad_norm": 0.6566488278877074, + "learning_rate": 2.030140681910508e-08, + "logits/chosen": -0.5559419989585876, + "logits/rejected": -0.4396211504936218, + "logps/chosen": -4.3024468421936035, + "logps/rejected": -5.083981513977051, + "loss": 0.0501, + "rewards/accuracies": 0.65625, + "rewards/chosen": -4.3024468421936035, + "rewards/margins": 0.7815349698066711, + "rewards/rejected": -5.083981513977051, + "sft_loss": 4.013249397277832, + "step": 5145 + }, + { + "epoch": 2.756313764843619, + "grad_norm": 0.3999227713979821, + "learning_rate": 1.986445577483753e-08, + "logits/chosen": -0.6439892053604126, + "logits/rejected": -0.5110267400741577, + "logps/chosen": -4.2533369064331055, + "logps/rejected": -5.045928001403809, + "loss": 0.0503, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -4.2533369064331055, + "rewards/margins": 0.7925913333892822, + "rewards/rejected": -5.045928001403809, + "sft_loss": 4.006933689117432, + "step": 5150 + }, + { + "epoch": 2.758989797625021, + "grad_norm": 0.46329755465442035, + "learning_rate": 1.9432163007725765e-08, + "logits/chosen": -0.6546041369438171, + "logits/rejected": -0.5829042196273804, + "logps/chosen": -4.438974380493164, + "logps/rejected": -5.130999565124512, + "loss": 0.0513, + "rewards/accuracies": 0.71875, + "rewards/chosen": -4.438974380493164, + "rewards/margins": 0.6920250654220581, + "rewards/rejected": -5.130999565124512, + "sft_loss": 4.231729507446289, + "step": 5155 + }, + { + "epoch": 2.7616658304064226, + "grad_norm": 0.41623003867322117, + "learning_rate": 1.9004532711876297e-08, + "logits/chosen": -0.5996496081352234, + "logits/rejected": -0.6131302714347839, + "logps/chosen": -4.398252487182617, + "logps/rejected": -5.066895961761475, + "loss": 0.0511, + "rewards/accuracies": 0.7562500238418579, + "rewards/chosen": -4.398252487182617, + "rewards/margins": 0.6686434149742126, + "rewards/rejected": -5.066895961761475, + "sft_loss": 4.139983177185059, + "step": 5160 + }, + { + "epoch": 2.7643418631878243, + "grad_norm": 0.41866041657143405, + "learning_rate": 1.8581569036159928e-08, + "logits/chosen": -0.6335171461105347, + "logits/rejected": -0.4419315755367279, + "logps/chosen": -4.260961055755615, + "logps/rejected": -5.124476432800293, + "loss": 0.0503, + "rewards/accuracies": 0.7250000238418579, + "rewards/chosen": -4.260961055755615, + "rewards/margins": 0.8635152578353882, + "rewards/rejected": -5.124476432800293, + "sft_loss": 4.06007719039917, + "step": 5165 + }, + { + "epoch": 2.7670178959692255, + "grad_norm": 0.4901236585940214, + "learning_rate": 1.8163276084172285e-08, + "logits/chosen": -0.5955950021743774, + "logits/rejected": -0.5076081156730652, + "logps/chosen": -4.346221923828125, + "logps/rejected": -5.228376865386963, + "loss": 0.0491, + "rewards/accuracies": 0.7562500238418579, + "rewards/chosen": -4.346221923828125, + "rewards/margins": 0.8821552395820618, + "rewards/rejected": -5.228376865386963, + "sft_loss": 4.07955265045166, + "step": 5170 + }, + { + "epoch": 2.7696939287506273, + "grad_norm": 0.5751591218017986, + "learning_rate": 1.7749657914193194e-08, + "logits/chosen": -0.6155784726142883, + "logits/rejected": -0.5799046754837036, + "logps/chosen": -4.4383625984191895, + "logps/rejected": -5.276667594909668, + "loss": 0.0493, + "rewards/accuracies": 0.706250011920929, + "rewards/chosen": -4.4383625984191895, + "rewards/margins": 0.8383051156997681, + "rewards/rejected": -5.276667594909668, + "sft_loss": 4.1238274574279785, + "step": 5175 + }, + { + "epoch": 2.7723699615320285, + "grad_norm": 0.5618583884966403, + "learning_rate": 1.7340718539148203e-08, + "logits/chosen": -0.5694500207901001, + "logits/rejected": -0.5331536531448364, + "logps/chosen": -4.376175880432129, + "logps/rejected": -5.064773082733154, + "loss": 0.052, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.376175880432129, + "rewards/margins": 0.6885972023010254, + "rewards/rejected": -5.064773082733154, + "sft_loss": 4.164933204650879, + "step": 5180 + }, + { + "epoch": 2.7750459943134302, + "grad_norm": 0.39402613135728615, + "learning_rate": 1.6936461926568724e-08, + "logits/chosen": -0.554807722568512, + "logits/rejected": -0.42144089937210083, + "logps/chosen": -4.39473819732666, + "logps/rejected": -5.201816558837891, + "loss": 0.0507, + "rewards/accuracies": 0.731249988079071, + "rewards/chosen": -4.39473819732666, + "rewards/margins": 0.8070778846740723, + "rewards/rejected": -5.201816558837891, + "sft_loss": 4.072976589202881, + "step": 5185 + }, + { + "epoch": 2.777722027094832, + "grad_norm": 0.5093891000184223, + "learning_rate": 1.6536891998554346e-08, + "logits/chosen": -0.6842007637023926, + "logits/rejected": -0.5274578332901001, + "logps/chosen": -4.328361511230469, + "logps/rejected": -5.09237003326416, + "loss": 0.0499, + "rewards/accuracies": 0.768750011920929, + "rewards/chosen": -4.328361511230469, + "rewards/margins": 0.764008641242981, + "rewards/rejected": -5.09237003326416, + "sft_loss": 4.056042671203613, + "step": 5190 + }, + { + "epoch": 2.7803980598762337, + "grad_norm": 0.46814498565552387, + "learning_rate": 1.6142012631734093e-08, + "logits/chosen": -0.5290490388870239, + "logits/rejected": -0.4205712676048279, + "logps/chosen": -4.346985340118408, + "logps/rejected": -5.145593643188477, + "loss": 0.0491, + "rewards/accuracies": 0.7250000238418579, + "rewards/chosen": -4.346985340118408, + "rewards/margins": 0.7986089587211609, + "rewards/rejected": -5.145593643188477, + "sft_loss": 4.0815887451171875, + "step": 5195 + }, + { + "epoch": 2.783074092657635, + "grad_norm": 0.47857097670023907, + "learning_rate": 1.575182765722949e-08, + "logits/chosen": -0.7216336131095886, + "logits/rejected": -0.5649983882904053, + "logps/chosen": -4.365129470825195, + "logps/rejected": -5.156970977783203, + "loss": 0.0496, + "rewards/accuracies": 0.737500011920929, + "rewards/chosen": -4.365129470825195, + "rewards/margins": 0.7918413877487183, + "rewards/rejected": -5.156970977783203, + "sft_loss": 3.9859061241149902, + "step": 5200 + }, + { + "epoch": 2.783074092657635, + "eval_logits/chosen": -0.14752337336540222, + "eval_logits/rejected": -0.06999073177576065, + "eval_logps/chosen": -4.349379062652588, + "eval_logps/rejected": -5.108426094055176, + "eval_loss": 0.05009545013308525, + "eval_rewards/accuracies": 0.6787833571434021, + "eval_rewards/chosen": -4.349379062652588, + "eval_rewards/margins": 0.7590476274490356, + "eval_rewards/rejected": -5.108426094055176, + "eval_runtime": 43.5685, + "eval_samples_per_second": 30.871, + "eval_sft_loss": 3.96047306060791, + "eval_steps_per_second": 7.735, + "step": 5200 + }, + { + "epoch": 2.7857501254390367, + "grad_norm": 0.7191144036543534, + "learning_rate": 1.536634086061672e-08, + "logits/chosen": -0.5561727285385132, + "logits/rejected": -0.565574049949646, + "logps/chosen": -4.195740699768066, + "logps/rejected": -5.171977996826172, + "loss": 0.0491, + "rewards/accuracies": 0.731249988079071, + "rewards/chosen": -4.195740699768066, + "rewards/margins": 0.9762368202209473, + "rewards/rejected": -5.171977996826172, + "sft_loss": 3.954725742340088, + "step": 5205 + }, + { + "epoch": 2.788426158220438, + "grad_norm": 0.5988576367474885, + "learning_rate": 1.4985555981890495e-08, + "logits/chosen": -0.6057511568069458, + "logits/rejected": -0.5261834263801575, + "logps/chosen": -4.54041051864624, + "logps/rejected": -5.296923637390137, + "loss": 0.0515, + "rewards/accuracies": 0.6875, + "rewards/chosen": -4.54041051864624, + "rewards/margins": 0.7565131187438965, + "rewards/rejected": -5.296923637390137, + "sft_loss": 4.197884559631348, + "step": 5210 + }, + { + "epoch": 2.7911021910018396, + "grad_norm": 0.4914619998876332, + "learning_rate": 1.4609476715427226e-08, + "logits/chosen": -0.5733352899551392, + "logits/rejected": -0.5202125906944275, + "logps/chosen": -4.2142791748046875, + "logps/rejected": -5.104830265045166, + "loss": 0.0494, + "rewards/accuracies": 0.762499988079071, + "rewards/chosen": -4.2142791748046875, + "rewards/margins": 0.8905513882637024, + "rewards/rejected": -5.104830265045166, + "sft_loss": 4.010748863220215, + "step": 5215 + }, + { + "epoch": 2.7937782237832414, + "grad_norm": 0.5800766824514525, + "learning_rate": 1.4238106709949792e-08, + "logits/chosen": -0.5682021975517273, + "logits/rejected": -0.5216585397720337, + "logps/chosen": -4.326835632324219, + "logps/rejected": -5.297267436981201, + "loss": 0.049, + "rewards/accuracies": 0.7437499761581421, + "rewards/chosen": -4.326835632324219, + "rewards/margins": 0.9704321622848511, + "rewards/rejected": -5.297267436981201, + "sft_loss": 4.038890838623047, + "step": 5220 + }, + { + "epoch": 2.796454256564643, + "grad_norm": 0.6007376467369648, + "learning_rate": 1.3871449568491511e-08, + "logits/chosen": -0.5569092035293579, + "logits/rejected": -0.3917415738105774, + "logps/chosen": -4.43691349029541, + "logps/rejected": -5.082301616668701, + "loss": 0.0526, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.43691349029541, + "rewards/margins": 0.6453880071640015, + "rewards/rejected": -5.082301616668701, + "sft_loss": 4.11795711517334, + "step": 5225 + }, + { + "epoch": 2.7991302893460444, + "grad_norm": 0.5685464016697865, + "learning_rate": 1.3509508848361606e-08, + "logits/chosen": -0.6649554967880249, + "logits/rejected": -0.5384029150009155, + "logps/chosen": -4.373221397399902, + "logps/rejected": -5.240781784057617, + "loss": 0.0485, + "rewards/accuracies": 0.762499988079071, + "rewards/chosen": -4.373221397399902, + "rewards/margins": 0.8675606846809387, + "rewards/rejected": -5.240781784057617, + "sft_loss": 3.96380615234375, + "step": 5230 + }, + { + "epoch": 2.801806322127446, + "grad_norm": 0.5009504983062434, + "learning_rate": 1.3152288061110517e-08, + "logits/chosen": -0.6154955625534058, + "logits/rejected": -0.48099485039711, + "logps/chosen": -4.260126113891602, + "logps/rejected": -5.21017599105835, + "loss": 0.0492, + "rewards/accuracies": 0.75, + "rewards/chosen": -4.260126113891602, + "rewards/margins": 0.9500495791435242, + "rewards/rejected": -5.21017599105835, + "sft_loss": 3.9783453941345215, + "step": 5235 + }, + { + "epoch": 2.804482354908848, + "grad_norm": 0.5159901730284345, + "learning_rate": 1.2799790672495814e-08, + "logits/chosen": -0.662651002407074, + "logits/rejected": -0.4633462429046631, + "logps/chosen": -4.354351043701172, + "logps/rejected": -5.179112434387207, + "loss": 0.0498, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -4.354351043701172, + "rewards/margins": 0.8247610926628113, + "rewards/rejected": -5.179112434387207, + "sft_loss": 4.13070821762085, + "step": 5240 + }, + { + "epoch": 2.807158387690249, + "grad_norm": 0.4095611145450703, + "learning_rate": 1.2452020102448835e-08, + "logits/chosen": -0.5761651396751404, + "logits/rejected": -0.5396815538406372, + "logps/chosen": -4.335955619812012, + "logps/rejected": -5.095559120178223, + "loss": 0.0511, + "rewards/accuracies": 0.706250011920929, + "rewards/chosen": -4.335955619812012, + "rewards/margins": 0.7596035599708557, + "rewards/rejected": -5.095559120178223, + "sft_loss": 4.165452480316162, + "step": 5245 + }, + { + "epoch": 2.8098344204716508, + "grad_norm": 0.6584993978510416, + "learning_rate": 1.2108979725041103e-08, + "logits/chosen": -0.7338468432426453, + "logits/rejected": -0.5876275897026062, + "logps/chosen": -4.284478664398193, + "logps/rejected": -5.134871482849121, + "loss": 0.0509, + "rewards/accuracies": 0.737500011920929, + "rewards/chosen": -4.284478664398193, + "rewards/margins": 0.8503926396369934, + "rewards/rejected": -5.134871482849121, + "sft_loss": 4.059378623962402, + "step": 5250 + }, + { + "epoch": 2.8125104532530525, + "grad_norm": 0.5669141587129255, + "learning_rate": 1.1770672868451958e-08, + "logits/chosen": -0.6544702649116516, + "logits/rejected": -0.4560364782810211, + "logps/chosen": -4.261950492858887, + "logps/rejected": -5.159637451171875, + "loss": 0.0503, + "rewards/accuracies": 0.731249988079071, + "rewards/chosen": -4.261950492858887, + "rewards/margins": 0.8976861834526062, + "rewards/rejected": -5.159637451171875, + "sft_loss": 4.083946228027344, + "step": 5255 + }, + { + "epoch": 2.8151864860344538, + "grad_norm": 0.45359611330774524, + "learning_rate": 1.1437102814935872e-08, + "logits/chosen": -0.5684564113616943, + "logits/rejected": -0.5300565361976624, + "logps/chosen": -4.360495090484619, + "logps/rejected": -5.112468719482422, + "loss": 0.0532, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.360495090484619, + "rewards/margins": 0.7519737482070923, + "rewards/rejected": -5.112468719482422, + "sft_loss": 4.135025978088379, + "step": 5260 + }, + { + "epoch": 2.8178625188158555, + "grad_norm": 0.4332229391607074, + "learning_rate": 1.1108272800791018e-08, + "logits/chosen": -0.7341753840446472, + "logits/rejected": -0.5355566740036011, + "logps/chosen": -4.16178035736084, + "logps/rejected": -5.275792121887207, + "loss": 0.0479, + "rewards/accuracies": 0.8187500238418579, + "rewards/chosen": -4.16178035736084, + "rewards/margins": 1.1140128374099731, + "rewards/rejected": -5.275792121887207, + "sft_loss": 3.9122257232666016, + "step": 5265 + }, + { + "epoch": 2.820538551597257, + "grad_norm": 0.4923626008267502, + "learning_rate": 1.078418601632769e-08, + "logits/chosen": -0.5636851191520691, + "logits/rejected": -0.4564580023288727, + "logps/chosen": -4.271021842956543, + "logps/rejected": -5.0314130783081055, + "loss": 0.0507, + "rewards/accuracies": 0.762499988079071, + "rewards/chosen": -4.271021842956543, + "rewards/margins": 0.7603915929794312, + "rewards/rejected": -5.0314130783081055, + "sft_loss": 4.0438079833984375, + "step": 5270 + }, + { + "epoch": 2.8232145843786585, + "grad_norm": 0.6185752106230644, + "learning_rate": 1.0464845605837159e-08, + "logits/chosen": -0.6161797642707825, + "logits/rejected": -0.49774831533432007, + "logps/chosen": -4.328375339508057, + "logps/rejected": -5.104809761047363, + "loss": 0.0508, + "rewards/accuracies": 0.7562500238418579, + "rewards/chosen": -4.328375339508057, + "rewards/margins": 0.7764348387718201, + "rewards/rejected": -5.104809761047363, + "sft_loss": 4.120706081390381, + "step": 5275 + }, + { + "epoch": 2.82589061716006, + "grad_norm": 0.4635994638293771, + "learning_rate": 1.0150254667561642e-08, + "logits/chosen": -0.6568474769592285, + "logits/rejected": -0.4739796221256256, + "logps/chosen": -4.326353549957275, + "logps/rejected": -5.257393836975098, + "loss": 0.0506, + "rewards/accuracies": 0.762499988079071, + "rewards/chosen": -4.326353549957275, + "rewards/margins": 0.9310402870178223, + "rewards/rejected": -5.257393836975098, + "sft_loss": 3.9922804832458496, + "step": 5280 + }, + { + "epoch": 2.828566649941462, + "grad_norm": 0.46685510339292874, + "learning_rate": 9.840416253663719e-09, + "logits/chosen": -0.6774117350578308, + "logits/rejected": -0.5768987536430359, + "logps/chosen": -4.310311317443848, + "logps/rejected": -5.213183879852295, + "loss": 0.0505, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.310311317443848, + "rewards/margins": 0.9028725624084473, + "rewards/rejected": -5.213183879852295, + "sft_loss": 4.074436187744141, + "step": 5285 + }, + { + "epoch": 2.8312426827228636, + "grad_norm": 0.5414238630743532, + "learning_rate": 9.535333370197074e-09, + "logits/chosen": -0.6404070854187012, + "logits/rejected": -0.5115911364555359, + "logps/chosen": -4.246361255645752, + "logps/rejected": -5.055583477020264, + "loss": 0.0495, + "rewards/accuracies": 0.7437499761581421, + "rewards/chosen": -4.246361255645752, + "rewards/margins": 0.8092225193977356, + "rewards/rejected": -5.055583477020264, + "sft_loss": 3.9616026878356934, + "step": 5290 + }, + { + "epoch": 2.833918715504265, + "grad_norm": 0.54202729862122, + "learning_rate": 9.23500897707713e-09, + "logits/chosen": -0.6570879817008972, + "logits/rejected": -0.4803641438484192, + "logps/chosen": -4.478545188903809, + "logps/rejected": -5.1818037033081055, + "loss": 0.0509, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.478545188903809, + "rewards/margins": 0.7032590508460999, + "rewards/rejected": -5.1818037033081055, + "sft_loss": 4.152520179748535, + "step": 5295 + }, + { + "epoch": 2.8365947482856666, + "grad_norm": 0.9681991761052725, + "learning_rate": 8.939445988052574e-09, + "logits/chosen": -0.5966919660568237, + "logits/rejected": -0.5533936023712158, + "logps/chosen": -4.413753509521484, + "logps/rejected": -5.19551420211792, + "loss": 0.0495, + "rewards/accuracies": 0.731249988079071, + "rewards/chosen": -4.413753509521484, + "rewards/margins": 0.7817603349685669, + "rewards/rejected": -5.19551420211792, + "sft_loss": 4.069568634033203, + "step": 5300 + }, + { + "epoch": 2.839270781067068, + "grad_norm": 0.46309306509542547, + "learning_rate": 8.648647270676656e-09, + "logits/chosen": -0.5780660510063171, + "logits/rejected": -0.4947342872619629, + "logps/chosen": -4.218583583831787, + "logps/rejected": -5.101345539093018, + "loss": 0.0496, + "rewards/accuracies": 0.7437499761581421, + "rewards/chosen": -4.218583583831787, + "rewards/margins": 0.88276207447052, + "rewards/rejected": -5.101345539093018, + "sft_loss": 3.895846128463745, + "step": 5305 + }, + { + "epoch": 2.8419468138484696, + "grad_norm": 0.6254986509892569, + "learning_rate": 8.362615646279991e-09, + "logits/chosen": -0.7527583837509155, + "logits/rejected": -0.4959944784641266, + "logps/chosen": -4.352740287780762, + "logps/rejected": -5.29129695892334, + "loss": 0.0503, + "rewards/accuracies": 0.7437499761581421, + "rewards/chosen": -4.352740287780762, + "rewards/margins": 0.9385570287704468, + "rewards/rejected": -5.29129695892334, + "sft_loss": 4.110122203826904, + "step": 5310 + }, + { + "epoch": 2.8446228466298713, + "grad_norm": 0.562855496131138, + "learning_rate": 8.081353889942466e-09, + "logits/chosen": -0.5305291414260864, + "logits/rejected": -0.37018221616744995, + "logps/chosen": -4.3649582862854, + "logps/rejected": -5.108063697814941, + "loss": 0.0513, + "rewards/accuracies": 0.706250011920929, + "rewards/chosen": -4.3649582862854, + "rewards/margins": 0.7431057095527649, + "rewards/rejected": -5.108063697814941, + "sft_loss": 4.123278617858887, + "step": 5315 + }, + { + "epoch": 2.847298879411273, + "grad_norm": 0.48435276878243533, + "learning_rate": 7.804864730467042e-09, + "logits/chosen": -0.5514165759086609, + "logits/rejected": -0.5572249293327332, + "logps/chosen": -4.268599033355713, + "logps/rejected": -5.049825668334961, + "loss": 0.0499, + "rewards/accuracies": 0.71875, + "rewards/chosen": -4.268599033355713, + "rewards/margins": 0.7812260389328003, + "rewards/rejected": -5.049825668334961, + "sft_loss": 4.0047478675842285, + "step": 5320 + }, + { + "epoch": 2.8499749121926743, + "grad_norm": 0.5304477339600076, + "learning_rate": 7.533150850352665e-09, + "logits/chosen": -0.5211262106895447, + "logits/rejected": -0.35544973611831665, + "logps/chosen": -4.464164733886719, + "logps/rejected": -5.338298320770264, + "loss": 0.0493, + "rewards/accuracies": 0.75, + "rewards/chosen": -4.464164733886719, + "rewards/margins": 0.8741337060928345, + "rewards/rejected": -5.338298320770264, + "sft_loss": 4.1555376052856445, + "step": 5325 + }, + { + "epoch": 2.852650944974076, + "grad_norm": 0.608494156805423, + "learning_rate": 7.2662148857686175e-09, + "logits/chosen": -0.5175211429595947, + "logits/rejected": -0.4477507472038269, + "logps/chosen": -4.422387599945068, + "logps/rejected": -5.1303510665893555, + "loss": 0.0511, + "rewards/accuracies": 0.6875, + "rewards/chosen": -4.422387599945068, + "rewards/margins": 0.7079632878303528, + "rewards/rejected": -5.1303510665893555, + "sft_loss": 4.057928562164307, + "step": 5330 + }, + { + "epoch": 2.8553269777554773, + "grad_norm": 0.5363778155883481, + "learning_rate": 7.0040594265287635e-09, + "logits/chosen": -0.447273313999176, + "logits/rejected": -0.5438799858093262, + "logps/chosen": -4.418979644775391, + "logps/rejected": -4.9786481857299805, + "loss": 0.052, + "rewards/accuracies": 0.6312500238418579, + "rewards/chosen": -4.418979644775391, + "rewards/margins": 0.5596680641174316, + "rewards/rejected": -4.9786481857299805, + "sft_loss": 4.110053062438965, + "step": 5335 + }, + { + "epoch": 2.858003010536879, + "grad_norm": 0.5242168256380009, + "learning_rate": 6.746687016066566e-09, + "logits/chosen": -0.5645424723625183, + "logits/rejected": -0.5435028076171875, + "logps/chosen": -4.229454517364502, + "logps/rejected": -4.962915420532227, + "loss": 0.0512, + "rewards/accuracies": 0.731249988079071, + "rewards/chosen": -4.229454517364502, + "rewards/margins": 0.733460545539856, + "rewards/rejected": -4.962915420532227, + "sft_loss": 4.003708839416504, + "step": 5340 + }, + { + "epoch": 2.8606790433182807, + "grad_norm": 1.1722025953068325, + "learning_rate": 6.494100151410276e-09, + "logits/chosen": -0.7569110989570618, + "logits/rejected": -0.6020675897598267, + "logps/chosen": -4.250548839569092, + "logps/rejected": -5.039128303527832, + "loss": 0.0506, + "rewards/accuracies": 0.800000011920929, + "rewards/chosen": -4.250548839569092, + "rewards/margins": 0.7885786294937134, + "rewards/rejected": -5.039128303527832, + "sft_loss": 4.00954532623291, + "step": 5345 + }, + { + "epoch": 2.8633550760996824, + "grad_norm": 0.8999730124367986, + "learning_rate": 6.246301283158728e-09, + "logits/chosen": -0.5288999080657959, + "logits/rejected": -0.5689471364021301, + "logps/chosen": -4.336988925933838, + "logps/rejected": -5.015877723693848, + "loss": 0.0521, + "rewards/accuracies": 0.71875, + "rewards/chosen": -4.336988925933838, + "rewards/margins": 0.6788896322250366, + "rewards/rejected": -5.015877723693848, + "sft_loss": 4.108680725097656, + "step": 5350 + }, + { + "epoch": 2.8660311088810837, + "grad_norm": 0.5531299179246978, + "learning_rate": 6.0032928154576944e-09, + "logits/chosen": -0.6178763508796692, + "logits/rejected": -0.5711098313331604, + "logps/chosen": -4.342726707458496, + "logps/rejected": -5.064497470855713, + "loss": 0.0524, + "rewards/accuracies": 0.71875, + "rewards/chosen": -4.342726707458496, + "rewards/margins": 0.7217706441879272, + "rewards/rejected": -5.064497470855713, + "sft_loss": 4.154116630554199, + "step": 5355 + }, + { + "epoch": 2.8687071416624854, + "grad_norm": 0.8055111496097385, + "learning_rate": 5.76507710597629e-09, + "logits/chosen": -0.6592285633087158, + "logits/rejected": -0.4707743227481842, + "logps/chosen": -4.252751350402832, + "logps/rejected": -5.118173599243164, + "loss": 0.0503, + "rewards/accuracies": 0.75, + "rewards/chosen": -4.252751350402832, + "rewards/margins": 0.8654224276542664, + "rewards/rejected": -5.118173599243164, + "sft_loss": 3.967607021331787, + "step": 5360 + }, + { + "epoch": 2.8713831744438867, + "grad_norm": 0.5251638072220567, + "learning_rate": 5.531656465884438e-09, + "logits/chosen": -0.6563533544540405, + "logits/rejected": -0.5304948091506958, + "logps/chosen": -4.314505577087402, + "logps/rejected": -5.1775736808776855, + "loss": 0.0491, + "rewards/accuracies": 0.75, + "rewards/chosen": -4.314505577087402, + "rewards/margins": 0.8630677461624146, + "rewards/rejected": -5.1775736808776855, + "sft_loss": 4.001981258392334, + "step": 5365 + }, + { + "epoch": 2.8740592072252884, + "grad_norm": 0.9738682603396716, + "learning_rate": 5.303033159830217e-09, + "logits/chosen": -0.48909252882003784, + "logits/rejected": -0.4886673092842102, + "logps/chosen": -4.3931779861450195, + "logps/rejected": -4.965169906616211, + "loss": 0.0511, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -4.3931779861450195, + "rewards/margins": 0.5719920992851257, + "rewards/rejected": -4.965169906616211, + "sft_loss": 4.030278205871582, + "step": 5370 + }, + { + "epoch": 2.87673524000669, + "grad_norm": 0.5118569792634934, + "learning_rate": 5.079209405917939e-09, + "logits/chosen": -0.5582677125930786, + "logits/rejected": -0.5140693187713623, + "logps/chosen": -4.305457592010498, + "logps/rejected": -5.290476322174072, + "loss": 0.0502, + "rewards/accuracies": 0.762499988079071, + "rewards/chosen": -4.305457592010498, + "rewards/margins": 0.985019326210022, + "rewards/rejected": -5.290476322174072, + "sft_loss": 4.090975761413574, + "step": 5375 + }, + { + "epoch": 2.879411272788092, + "grad_norm": 0.49778330014464683, + "learning_rate": 4.860187375686664e-09, + "logits/chosen": -0.6722379922866821, + "logits/rejected": -0.42406749725341797, + "logps/chosen": -4.215766429901123, + "logps/rejected": -5.1766557693481445, + "loss": 0.0489, + "rewards/accuracies": 0.793749988079071, + "rewards/chosen": -4.215766429901123, + "rewards/margins": 0.9608890414237976, + "rewards/rejected": -5.1766557693481445, + "sft_loss": 3.9776477813720703, + "step": 5380 + }, + { + "epoch": 2.882087305569493, + "grad_norm": 0.4995066285378187, + "learning_rate": 4.64596919408905e-09, + "logits/chosen": -0.4965580999851227, + "logits/rejected": -0.45552605390548706, + "logps/chosen": -4.254932403564453, + "logps/rejected": -4.939602851867676, + "loss": 0.0516, + "rewards/accuracies": 0.706250011920929, + "rewards/chosen": -4.254932403564453, + "rewards/margins": 0.6846706867218018, + "rewards/rejected": -4.939602851867676, + "sft_loss": 3.9634289741516113, + "step": 5385 + }, + { + "epoch": 2.884763338350895, + "grad_norm": 0.6083571045434075, + "learning_rate": 4.436556939470814e-09, + "logits/chosen": -0.6391115188598633, + "logits/rejected": -0.47817936539649963, + "logps/chosen": -4.613633632659912, + "logps/rejected": -5.136800765991211, + "loss": 0.0532, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.613633632659912, + "rewards/margins": 0.5231670141220093, + "rewards/rejected": -5.136800765991211, + "sft_loss": 4.38002347946167, + "step": 5390 + }, + { + "epoch": 2.887439371132296, + "grad_norm": 0.49564683122909814, + "learning_rate": 4.23195264355064e-09, + "logits/chosen": -0.7536950707435608, + "logits/rejected": -0.49495840072631836, + "logps/chosen": -4.2920918464660645, + "logps/rejected": -5.05672025680542, + "loss": 0.0507, + "rewards/accuracies": 0.7437499761581421, + "rewards/chosen": -4.2920918464660645, + "rewards/margins": 0.7646291851997375, + "rewards/rejected": -5.05672025680542, + "sft_loss": 4.073601722717285, + "step": 5395 + }, + { + "epoch": 2.890115403913698, + "grad_norm": 0.43853172793980605, + "learning_rate": 4.032158291400245e-09, + "logits/chosen": -0.6380362510681152, + "logits/rejected": -0.4227686822414398, + "logps/chosen": -4.206839561462402, + "logps/rejected": -5.371674060821533, + "loss": 0.0473, + "rewards/accuracies": 0.762499988079071, + "rewards/chosen": -4.206839561462402, + "rewards/margins": 1.1648342609405518, + "rewards/rejected": -5.371674060821533, + "sft_loss": 3.8228912353515625, + "step": 5400 + }, + { + "epoch": 2.8927914366950995, + "grad_norm": 0.40022160682498903, + "learning_rate": 3.837175821425398e-09, + "logits/chosen": -0.5174564123153687, + "logits/rejected": -0.48399344086647034, + "logps/chosen": -4.494567394256592, + "logps/rejected": -5.1883416175842285, + "loss": 0.0518, + "rewards/accuracies": 0.6937500238418579, + "rewards/chosen": -4.494567394256592, + "rewards/margins": 0.693773627281189, + "rewards/rejected": -5.1883416175842285, + "sft_loss": 4.1761016845703125, + "step": 5405 + }, + { + "epoch": 2.8954674694765012, + "grad_norm": 0.5572661550149929, + "learning_rate": 3.6470071253467683e-09, + "logits/chosen": -0.6208726167678833, + "logits/rejected": -0.5416024923324585, + "logps/chosen": -4.29349422454834, + "logps/rejected": -5.193739891052246, + "loss": 0.0492, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -4.29349422454834, + "rewards/margins": 0.9002454876899719, + "rewards/rejected": -5.193739891052246, + "sft_loss": 3.985908031463623, + "step": 5410 + }, + { + "epoch": 2.8981435022579025, + "grad_norm": 0.4531036471053265, + "learning_rate": 3.461654048181939e-09, + "logits/chosen": -0.6595847010612488, + "logits/rejected": -0.4606492519378662, + "logps/chosen": -4.341272830963135, + "logps/rejected": -5.080430030822754, + "loss": 0.0515, + "rewards/accuracies": 0.7250000238418579, + "rewards/chosen": -4.341272830963135, + "rewards/margins": 0.7391573786735535, + "rewards/rejected": -5.080430030822754, + "sft_loss": 4.150894641876221, + "step": 5415 + }, + { + "epoch": 2.9008195350393042, + "grad_norm": 0.49752924055659564, + "learning_rate": 3.281118388227255e-09, + "logits/chosen": -0.595501184463501, + "logits/rejected": -0.5304663777351379, + "logps/chosen": -4.371779441833496, + "logps/rejected": -4.99991512298584, + "loss": 0.0531, + "rewards/accuracies": 0.706250011920929, + "rewards/chosen": -4.371779441833496, + "rewards/margins": 0.628136157989502, + "rewards/rejected": -4.99991512298584, + "sft_loss": 4.091821193695068, + "step": 5420 + }, + { + "epoch": 2.903495567820706, + "grad_norm": 0.5344785084716002, + "learning_rate": 3.1054018970405048e-09, + "logits/chosen": -0.5903509855270386, + "logits/rejected": -0.44687825441360474, + "logps/chosen": -4.301074028015137, + "logps/rejected": -5.17934513092041, + "loss": 0.049, + "rewards/accuracies": 0.7749999761581421, + "rewards/chosen": -4.301074028015137, + "rewards/margins": 0.8782715797424316, + "rewards/rejected": -5.17934513092041, + "sft_loss": 3.9552109241485596, + "step": 5425 + }, + { + "epoch": 2.906171600602107, + "grad_norm": 0.5131492554199635, + "learning_rate": 2.9345062794238207e-09, + "logits/chosen": -0.6464307904243469, + "logits/rejected": -0.4529731869697571, + "logps/chosen": -4.344364166259766, + "logps/rejected": -5.18819522857666, + "loss": 0.0506, + "rewards/accuracies": 0.768750011920929, + "rewards/chosen": -4.344364166259766, + "rewards/margins": 0.8438312411308289, + "rewards/rejected": -5.18819522857666, + "sft_loss": 4.132857322692871, + "step": 5430 + }, + { + "epoch": 2.908847633383509, + "grad_norm": 0.47960669183210924, + "learning_rate": 2.7684331934072492e-09, + "logits/chosen": -0.7158024311065674, + "logits/rejected": -0.6619073748588562, + "logps/chosen": -4.253783226013184, + "logps/rejected": -5.01469612121582, + "loss": 0.0514, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -4.253783226013184, + "rewards/margins": 0.7609127759933472, + "rewards/rejected": -5.01469612121582, + "sft_loss": 4.020027160644531, + "step": 5435 + }, + { + "epoch": 2.9115236661649107, + "grad_norm": 0.5277349713344069, + "learning_rate": 2.6071842502326526e-09, + "logits/chosen": -0.6982792615890503, + "logits/rejected": -0.5616760849952698, + "logps/chosen": -4.43766975402832, + "logps/rejected": -5.0740461349487305, + "loss": 0.0515, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.43766975402832, + "rewards/margins": 0.6363760828971863, + "rewards/rejected": -5.0740461349487305, + "sft_loss": 4.1986236572265625, + "step": 5440 + }, + { + "epoch": 2.9141996989463124, + "grad_norm": 0.6285782347051841, + "learning_rate": 2.450761014337888e-09, + "logits/chosen": -0.4401867985725403, + "logits/rejected": -0.4001937508583069, + "logps/chosen": -4.386246204376221, + "logps/rejected": -5.24971866607666, + "loss": 0.0524, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -4.386246204376221, + "rewards/margins": 0.8634727597236633, + "rewards/rejected": -5.24971866607666, + "sft_loss": 4.156008720397949, + "step": 5445 + }, + { + "epoch": 2.9168757317277136, + "grad_norm": 0.8007769761665051, + "learning_rate": 2.299165003341985e-09, + "logits/chosen": -0.4461418092250824, + "logits/rejected": -0.39837563037872314, + "logps/chosen": -4.265676021575928, + "logps/rejected": -5.094054698944092, + "loss": 0.0508, + "rewards/accuracies": 0.7437499761581421, + "rewards/chosen": -4.265676021575928, + "rewards/margins": 0.8283787965774536, + "rewards/rejected": -5.094054698944092, + "sft_loss": 4.05593729019165, + "step": 5450 + }, + { + "epoch": 2.9195517645091154, + "grad_norm": 0.5820729781490392, + "learning_rate": 2.1523976880299945e-09, + "logits/chosen": -0.6315957307815552, + "logits/rejected": -0.4449182450771332, + "logps/chosen": -4.352351188659668, + "logps/rejected": -5.012256622314453, + "loss": 0.0525, + "rewards/accuracies": 0.668749988079071, + "rewards/chosen": -4.352351188659668, + "rewards/margins": 0.6599052548408508, + "rewards/rejected": -5.012256622314453, + "sft_loss": 4.167105674743652, + "step": 5455 + }, + { + "epoch": 2.9222277972905166, + "grad_norm": 0.636536197079115, + "learning_rate": 2.010460492339161e-09, + "logits/chosen": -0.5786579251289368, + "logits/rejected": -0.45049238204956055, + "logps/chosen": -4.320761203765869, + "logps/rejected": -5.0841498374938965, + "loss": 0.0493, + "rewards/accuracies": 0.71875, + "rewards/chosen": -4.320761203765869, + "rewards/margins": 0.7633887529373169, + "rewards/rejected": -5.0841498374938965, + "sft_loss": 3.9423680305480957, + "step": 5460 + }, + { + "epoch": 2.9249038300719183, + "grad_norm": 0.6277968475778644, + "learning_rate": 1.8733547933446614e-09, + "logits/chosen": -0.6489330530166626, + "logits/rejected": -0.40374070405960083, + "logps/chosen": -4.402930736541748, + "logps/rejected": -5.066678047180176, + "loss": 0.0511, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.402930736541748, + "rewards/margins": 0.6637468934059143, + "rewards/rejected": -5.066678047180176, + "sft_loss": 4.137263298034668, + "step": 5465 + }, + { + "epoch": 2.92757986285332, + "grad_norm": 0.5994213815491749, + "learning_rate": 1.7410819212467231e-09, + "logits/chosen": -0.5600922703742981, + "logits/rejected": -0.5083585977554321, + "logps/chosen": -4.495439052581787, + "logps/rejected": -5.0145063400268555, + "loss": 0.0546, + "rewards/accuracies": 0.643750011920929, + "rewards/chosen": -4.495439052581787, + "rewards/margins": 0.5190678238868713, + "rewards/rejected": -5.0145063400268555, + "sft_loss": 4.229347229003906, + "step": 5470 + }, + { + "epoch": 2.9302558956347218, + "grad_norm": 0.422530524920182, + "learning_rate": 1.613643159357192e-09, + "logits/chosen": -0.5021861791610718, + "logits/rejected": -0.6317010521888733, + "logps/chosen": -4.437952518463135, + "logps/rejected": -5.024625301361084, + "loss": 0.0516, + "rewards/accuracies": 0.6187499761581421, + "rewards/chosen": -4.437952518463135, + "rewards/margins": 0.5866727828979492, + "rewards/rejected": -5.024625301361084, + "sft_loss": 4.1623358726501465, + "step": 5475 + }, + { + "epoch": 2.932931928416123, + "grad_norm": 0.49640871995787955, + "learning_rate": 1.4910397440875967e-09, + "logits/chosen": -0.6009665131568909, + "logits/rejected": -0.5004478693008423, + "logps/chosen": -4.305395126342773, + "logps/rejected": -5.040763854980469, + "loss": 0.0506, + "rewards/accuracies": 0.65625, + "rewards/chosen": -4.305395126342773, + "rewards/margins": 0.7353684902191162, + "rewards/rejected": -5.040763854980469, + "sft_loss": 4.037181854248047, + "step": 5480 + }, + { + "epoch": 2.9356079611975248, + "grad_norm": 0.49228061861862676, + "learning_rate": 1.3732728649368253e-09, + "logits/chosen": -0.5226206183433533, + "logits/rejected": -0.3365953862667084, + "logps/chosen": -4.273961067199707, + "logps/rejected": -5.037269115447998, + "loss": 0.0508, + "rewards/accuracies": 0.7562500238418579, + "rewards/chosen": -4.273961067199707, + "rewards/margins": 0.7633079290390015, + "rewards/rejected": -5.037269115447998, + "sft_loss": 4.002518653869629, + "step": 5485 + }, + { + "epoch": 2.938283993978926, + "grad_norm": 0.5793030543386408, + "learning_rate": 1.260343664479524e-09, + "logits/chosen": -0.5718457102775574, + "logits/rejected": -0.5662282109260559, + "logps/chosen": -4.469295024871826, + "logps/rejected": -5.060985565185547, + "loss": 0.0508, + "rewards/accuracies": 0.625, + "rewards/chosen": -4.469295024871826, + "rewards/margins": 0.5916908979415894, + "rewards/rejected": -5.060985565185547, + "sft_loss": 4.07590389251709, + "step": 5490 + }, + { + "epoch": 2.9409600267603278, + "grad_norm": 0.5923705446849306, + "learning_rate": 1.1522532383554384e-09, + "logits/chosen": -0.6648327112197876, + "logits/rejected": -0.42489615082740784, + "logps/chosen": -4.377512454986572, + "logps/rejected": -5.144698619842529, + "loss": 0.0512, + "rewards/accuracies": 0.75, + "rewards/chosen": -4.377512454986572, + "rewards/margins": 0.7671862840652466, + "rewards/rejected": -5.144698619842529, + "sft_loss": 4.193405628204346, + "step": 5495 + }, + { + "epoch": 2.9436360595417295, + "grad_norm": 0.38876523108866257, + "learning_rate": 1.049002635258256e-09, + "logits/chosen": -0.5083884000778198, + "logits/rejected": -0.4646090567111969, + "logps/chosen": -4.464354515075684, + "logps/rejected": -5.202513694763184, + "loss": 0.0504, + "rewards/accuracies": 0.6875, + "rewards/chosen": -4.464354515075684, + "rewards/margins": 0.7381576895713806, + "rewards/rejected": -5.202513694763184, + "sft_loss": 4.122217655181885, + "step": 5500 + }, + { + "epoch": 2.946312092323131, + "grad_norm": 0.5234987989786737, + "learning_rate": 9.505928569258358e-10, + "logits/chosen": -0.5698267817497253, + "logits/rejected": -0.6044186353683472, + "logps/chosen": -4.365851402282715, + "logps/rejected": -5.112934589385986, + "loss": 0.0509, + "rewards/accuracies": 0.6937500238418579, + "rewards/chosen": -4.365851402282715, + "rewards/margins": 0.7470830678939819, + "rewards/rejected": -5.112934589385986, + "sft_loss": 4.181767463684082, + "step": 5505 + }, + { + "epoch": 2.9489881251045325, + "grad_norm": 0.6937279836403201, + "learning_rate": 8.57024858130273e-10, + "logits/chosen": -0.5719789266586304, + "logits/rejected": -0.4153693616390228, + "logps/chosen": -4.365966320037842, + "logps/rejected": -5.392800807952881, + "loss": 0.0506, + "rewards/accuracies": 0.7749999761581421, + "rewards/chosen": -4.365966320037842, + "rewards/margins": 1.0268347263336182, + "rewards/rejected": -5.392800807952881, + "sft_loss": 4.19357967376709, + "step": 5510 + }, + { + "epoch": 2.951664157885934, + "grad_norm": 0.4074587556093628, + "learning_rate": 7.682995466686826e-10, + "logits/chosen": -0.6482599973678589, + "logits/rejected": -0.49886375665664673, + "logps/chosen": -4.476020812988281, + "logps/rejected": -5.329292297363281, + "loss": 0.0497, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.476020812988281, + "rewards/margins": 0.8532717823982239, + "rewards/rejected": -5.329292297363281, + "sft_loss": 4.033179759979248, + "step": 5515 + }, + { + "epoch": 2.9543401906673354, + "grad_norm": 0.637733982546982, + "learning_rate": 6.844177833543741e-10, + "logits/chosen": -0.5510967373847961, + "logits/rejected": -0.5156068801879883, + "logps/chosen": -4.321258544921875, + "logps/rejected": -5.055058002471924, + "loss": 0.0506, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -4.321258544921875, + "rewards/margins": 0.7337992787361145, + "rewards/rejected": -5.055058002471924, + "sft_loss": 4.009609222412109, + "step": 5520 + }, + { + "epoch": 2.957016223448737, + "grad_norm": 0.564854251035776, + "learning_rate": 6.053803820087467e-10, + "logits/chosen": -0.5690053701400757, + "logits/rejected": -0.3823782801628113, + "logps/chosen": -4.465284824371338, + "logps/rejected": -5.242983818054199, + "loss": 0.0525, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -4.465284824371338, + "rewards/margins": 0.7776988744735718, + "rewards/rejected": -5.242983818054199, + "sft_loss": 4.287803649902344, + "step": 5525 + }, + { + "epoch": 2.959692256230139, + "grad_norm": 0.7329322291633513, + "learning_rate": 5.311881094528514e-10, + "logits/chosen": -0.6794091463088989, + "logits/rejected": -0.4258442521095276, + "logps/chosen": -4.3857903480529785, + "logps/rejected": -5.122025966644287, + "loss": 0.0511, + "rewards/accuracies": 0.768750011920929, + "rewards/chosen": -4.3857903480529785, + "rewards/margins": 0.7362359762191772, + "rewards/rejected": -5.122025966644287, + "sft_loss": 4.057104587554932, + "step": 5530 + }, + { + "epoch": 2.9623682890115406, + "grad_norm": 0.9053958770939384, + "learning_rate": 4.6184168550050806e-10, + "logits/chosen": -0.5739349722862244, + "logits/rejected": -0.5423756837844849, + "logps/chosen": -4.460775852203369, + "logps/rejected": -5.1181230545043945, + "loss": 0.053, + "rewards/accuracies": 0.65625, + "rewards/chosen": -4.460775852203369, + "rewards/margins": 0.6573477387428284, + "rewards/rejected": -5.1181230545043945, + "sft_loss": 4.250723838806152, + "step": 5535 + }, + { + "epoch": 2.965044321792942, + "grad_norm": 0.5204857327137121, + "learning_rate": 3.973417829510328e-10, + "logits/chosen": -0.7034062147140503, + "logits/rejected": -0.5999553799629211, + "logps/chosen": -4.296984672546387, + "logps/rejected": -5.04316520690918, + "loss": 0.0505, + "rewards/accuracies": 0.7437499761581421, + "rewards/chosen": -4.296984672546387, + "rewards/margins": 0.7461800575256348, + "rewards/rejected": -5.04316520690918, + "sft_loss": 4.0506181716918945, + "step": 5540 + }, + { + "epoch": 2.9677203545743436, + "grad_norm": 0.7538807751340947, + "learning_rate": 3.3768902758274377e-10, + "logits/chosen": -0.5909171104431152, + "logits/rejected": -0.5124531388282776, + "logps/chosen": -4.239945411682129, + "logps/rejected": -5.1042375564575195, + "loss": 0.05, + "rewards/accuracies": 0.7562500238418579, + "rewards/chosen": -4.239945411682129, + "rewards/margins": 0.8642925024032593, + "rewards/rejected": -5.1042375564575195, + "sft_loss": 3.9758007526397705, + "step": 5545 + }, + { + "epoch": 2.970396387355745, + "grad_norm": 0.47749052206783726, + "learning_rate": 2.8288399814691e-10, + "logits/chosen": -0.472415030002594, + "logits/rejected": -0.45368775725364685, + "logps/chosen": -4.443525314331055, + "logps/rejected": -5.15672492980957, + "loss": 0.0511, + "rewards/accuracies": 0.6812499761581421, + "rewards/chosen": -4.443525314331055, + "rewards/margins": 0.7131996154785156, + "rewards/rejected": -5.15672492980957, + "sft_loss": 4.1271562576293945, + "step": 5550 + }, + { + "epoch": 2.9730724201371466, + "grad_norm": 0.48131124563494715, + "learning_rate": 2.3292722636220066e-10, + "logits/chosen": -0.5993543267250061, + "logits/rejected": -0.4175679087638855, + "logps/chosen": -4.408750057220459, + "logps/rejected": -5.332371711730957, + "loss": 0.0494, + "rewards/accuracies": 0.6937500238418579, + "rewards/chosen": -4.408750057220459, + "rewards/margins": 0.9236211776733398, + "rewards/rejected": -5.332371711730957, + "sft_loss": 4.05026912689209, + "step": 5555 + }, + { + "epoch": 2.9757484529185483, + "grad_norm": 0.5310462303925957, + "learning_rate": 1.8781919690946668e-10, + "logits/chosen": -0.503473699092865, + "logits/rejected": -0.5251542925834656, + "logps/chosen": -4.388646602630615, + "logps/rejected": -5.023372650146484, + "loss": 0.0511, + "rewards/accuracies": 0.7250000238418579, + "rewards/chosen": -4.388646602630615, + "rewards/margins": 0.6347256898880005, + "rewards/rejected": -5.023372650146484, + "sft_loss": 4.1005964279174805, + "step": 5560 + }, + { + "epoch": 2.97842448569995, + "grad_norm": 0.5624959982604256, + "learning_rate": 1.4756034742696711e-10, + "logits/chosen": -0.6377474069595337, + "logits/rejected": -0.5445038676261902, + "logps/chosen": -4.326672077178955, + "logps/rejected": -5.114373683929443, + "loss": 0.0513, + "rewards/accuracies": 0.71875, + "rewards/chosen": -4.326672077178955, + "rewards/margins": 0.787702202796936, + "rewards/rejected": -5.114373683929443, + "sft_loss": 4.089654445648193, + "step": 5565 + }, + { + "epoch": 2.9811005184813513, + "grad_norm": 0.502159730033696, + "learning_rate": 1.12151068506261e-10, + "logits/chosen": -0.5310649871826172, + "logits/rejected": -0.43151599168777466, + "logps/chosen": -4.353323459625244, + "logps/rejected": -5.323481559753418, + "loss": 0.0481, + "rewards/accuracies": 0.75, + "rewards/chosen": -4.353323459625244, + "rewards/margins": 0.9701583981513977, + "rewards/rejected": -5.323481559753418, + "sft_loss": 3.9440083503723145, + "step": 5570 + }, + { + "epoch": 2.983776551262753, + "grad_norm": 0.6644242224271146, + "learning_rate": 8.159170368826629e-11, + "logits/chosen": -0.5523242950439453, + "logits/rejected": -0.3813764452934265, + "logps/chosen": -4.306519508361816, + "logps/rejected": -5.125226974487305, + "loss": 0.0504, + "rewards/accuracies": 0.75, + "rewards/chosen": -4.306519508361816, + "rewards/margins": 0.8187074661254883, + "rewards/rejected": -5.125226974487305, + "sft_loss": 3.987196445465088, + "step": 5575 + }, + { + "epoch": 2.9864525840441547, + "grad_norm": 0.5142404060584621, + "learning_rate": 5.588254946015114e-11, + "logits/chosen": -0.7060213088989258, + "logits/rejected": -0.4090491831302643, + "logps/chosen": -4.283689498901367, + "logps/rejected": -5.1850786209106445, + "loss": 0.0496, + "rewards/accuracies": 0.768750011920929, + "rewards/chosen": -4.283689498901367, + "rewards/margins": 0.9013880491256714, + "rewards/rejected": -5.1850786209106445, + "sft_loss": 3.9925262928009033, + "step": 5580 + }, + { + "epoch": 2.989128616825556, + "grad_norm": 0.5090734891493847, + "learning_rate": 3.502385525216978e-11, + "logits/chosen": -0.6630311608314514, + "logits/rejected": -0.4777213931083679, + "logps/chosen": -4.301659107208252, + "logps/rejected": -5.119317054748535, + "loss": 0.051, + "rewards/accuracies": 0.7250000238418579, + "rewards/chosen": -4.301659107208252, + "rewards/margins": 0.8176582455635071, + "rewards/rejected": -5.119317054748535, + "sft_loss": 4.079021453857422, + "step": 5585 + }, + { + "epoch": 2.9918046496069577, + "grad_norm": 0.4086292888652854, + "learning_rate": 1.901582343555308e-11, + "logits/chosen": -0.5439545512199402, + "logits/rejected": -0.48325151205062866, + "logps/chosen": -4.553244590759277, + "logps/rejected": -5.258808612823486, + "loss": 0.0521, + "rewards/accuracies": 0.65625, + "rewards/chosen": -4.553244590759277, + "rewards/margins": 0.7055639028549194, + "rewards/rejected": -5.258808612823486, + "sft_loss": 4.205986022949219, + "step": 5590 + }, + { + "epoch": 2.9944806823883594, + "grad_norm": 0.5976393965645549, + "learning_rate": 7.858609320232634e-12, + "logits/chosen": -0.5710118412971497, + "logits/rejected": -0.3761889338493347, + "logps/chosen": -4.421603202819824, + "logps/rejected": -5.208468437194824, + "loss": 0.0505, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -4.421603202819824, + "rewards/margins": 0.7868648767471313, + "rewards/rejected": -5.208468437194824, + "sft_loss": 4.181458950042725, + "step": 5595 + }, + { + "epoch": 2.9971567151697607, + "grad_norm": 0.5630905862516066, + "learning_rate": 1.5523211535639624e-12, + "logits/chosen": -0.577018678188324, + "logits/rejected": -0.4606627821922302, + "logps/chosen": -4.410850524902344, + "logps/rejected": -5.4495320320129395, + "loss": 0.0497, + "rewards/accuracies": 0.7250000238418579, + "rewards/chosen": -4.410850524902344, + "rewards/margins": 1.0386813879013062, + "rewards/rejected": -5.4495320320129395, + "sft_loss": 4.128878593444824, + "step": 5600 + }, + { + "epoch": 2.9971567151697607, + "eval_logits/chosen": -0.1373719573020935, + "eval_logits/rejected": -0.0603991337120533, + "eval_logps/chosen": -4.343548774719238, + "eval_logps/rejected": -5.11141300201416, + "eval_loss": 0.05006532371044159, + "eval_rewards/accuracies": 0.6810088753700256, + "eval_rewards/chosen": -4.343548774719238, + "eval_rewards/margins": 0.7678641080856323, + "eval_rewards/rejected": -5.11141300201416, + "eval_runtime": 45.0553, + "eval_samples_per_second": 29.852, + "eval_sft_loss": 3.9427084922790527, + "eval_steps_per_second": 7.48, + "step": 5600 + }, + { + "epoch": 2.999297541394882, + "step": 5604, + "total_flos": 0.0, + "train_loss": 0.0595120464655691, + "train_runtime": 31911.443, + "train_samples_per_second": 5.621, + "train_steps_per_second": 0.176 + } + ], + "logging_steps": 5, + "max_steps": 5604, + "num_input_tokens_seen": 0, + "num_train_epochs": 3, + "save_steps": 1000000, + "stateful_callbacks": { + "TrainerControl": { + "args": { + "should_epoch_stop": false, + "should_evaluate": false, + "should_log": false, + "should_save": true, + "should_training_stop": true + }, + "attributes": {} + } + }, + "total_flos": 0.0, + "train_batch_size": 2, + "trial_name": null, + "trial_params": null +}