|
{ |
|
"best_metric": null, |
|
"best_model_checkpoint": null, |
|
"epoch": 3.968, |
|
"eval_steps": 100, |
|
"global_step": 248, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.02, |
|
"learning_rate": 2.0000000000000002e-07, |
|
"logits/chosen": 0.9600980877876282, |
|
"logits/rejected": 1.094868540763855, |
|
"logps/chosen": -119.03445434570312, |
|
"logps/rejected": -112.18000030517578, |
|
"loss": 0.0003, |
|
"rewards/accuracies": 0.0, |
|
"rewards/chosen": 0.0, |
|
"rewards/margins": 0.0, |
|
"rewards/rejected": 0.0, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.16, |
|
"learning_rate": 2.0000000000000003e-06, |
|
"logits/chosen": 0.8413593769073486, |
|
"logits/rejected": 0.813139796257019, |
|
"logps/chosen": -142.51600646972656, |
|
"logps/rejected": -130.04800415039062, |
|
"loss": 0.0004, |
|
"rewards/accuracies": 0.3194444477558136, |
|
"rewards/chosen": 0.0009210502030327916, |
|
"rewards/margins": -8.903745765564963e-05, |
|
"rewards/rejected": 0.0010100876679643989, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.32, |
|
"learning_rate": 4.000000000000001e-06, |
|
"logits/chosen": 0.8089853525161743, |
|
"logits/rejected": 0.8187138438224792, |
|
"logps/chosen": -155.18431091308594, |
|
"logps/rejected": -143.44085693359375, |
|
"loss": 0.0004, |
|
"rewards/accuracies": 0.40625, |
|
"rewards/chosen": 0.0007359608425758779, |
|
"rewards/margins": -0.0004602448898367584, |
|
"rewards/rejected": 0.001196205848827958, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.48, |
|
"learning_rate": 4.993800445762451e-06, |
|
"logits/chosen": 0.8762779235839844, |
|
"logits/rejected": 0.9211899638175964, |
|
"logps/chosen": -154.8330535888672, |
|
"logps/rejected": -141.16299438476562, |
|
"loss": 0.0004, |
|
"rewards/accuracies": 0.375, |
|
"rewards/chosen": -1.3224826943769585e-05, |
|
"rewards/margins": -0.00042751478031277657, |
|
"rewards/rejected": 0.0004142899124417454, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.64, |
|
"learning_rate": 4.944388344834205e-06, |
|
"logits/chosen": 0.8115983009338379, |
|
"logits/rejected": 0.8376752734184265, |
|
"logps/chosen": -172.55001831054688, |
|
"logps/rejected": -157.711669921875, |
|
"loss": 0.0004, |
|
"rewards/accuracies": 0.4124999940395355, |
|
"rewards/chosen": 0.00026369161787442863, |
|
"rewards/margins": 4.611946133081801e-05, |
|
"rewards/rejected": 0.0002175722038373351, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.8, |
|
"learning_rate": 4.8465431931347904e-06, |
|
"logits/chosen": 0.8291877508163452, |
|
"logits/rejected": 0.8113203048706055, |
|
"logps/chosen": -160.0177764892578, |
|
"logps/rejected": -146.55140686035156, |
|
"loss": 0.0004, |
|
"rewards/accuracies": 0.375, |
|
"rewards/chosen": -5.383044481277466e-07, |
|
"rewards/margins": -8.223028999054804e-05, |
|
"rewards/rejected": 8.169189095497131e-05, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.96, |
|
"learning_rate": 4.702203692102539e-06, |
|
"logits/chosen": 0.7359780073165894, |
|
"logits/rejected": 0.7216537594795227, |
|
"logps/chosen": -146.64401245117188, |
|
"logps/rejected": -134.4973907470703, |
|
"loss": 0.0003, |
|
"rewards/accuracies": 0.5062500238418579, |
|
"rewards/chosen": 0.0005743899382650852, |
|
"rewards/margins": 0.00039931651554070413, |
|
"rewards/rejected": 0.00017507340817246586, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 1.12, |
|
"learning_rate": 4.514229781074239e-06, |
|
"logits/chosen": 0.8711406588554382, |
|
"logits/rejected": 0.8447128534317017, |
|
"logps/chosen": -146.93917846679688, |
|
"logps/rejected": -137.2763214111328, |
|
"loss": 0.0003, |
|
"rewards/accuracies": 0.4625000059604645, |
|
"rewards/chosen": -9.175995364785194e-05, |
|
"rewards/margins": 0.00013136237976141274, |
|
"rewards/rejected": -0.00022312237706501037, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 1.28, |
|
"learning_rate": 4.286345970517195e-06, |
|
"logits/chosen": 0.8513940572738647, |
|
"logits/rejected": 0.8943384289741516, |
|
"logps/chosen": -156.4779510498047, |
|
"logps/rejected": -141.64044189453125, |
|
"loss": 0.0003, |
|
"rewards/accuracies": 0.41874998807907104, |
|
"rewards/chosen": -0.0007812186959199607, |
|
"rewards/margins": 0.0002858097432181239, |
|
"rewards/rejected": -0.0010670283809304237, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 1.44, |
|
"learning_rate": 4.023067544670082e-06, |
|
"logits/chosen": 0.8046412467956543, |
|
"logits/rejected": 0.8172038793563843, |
|
"logps/chosen": -159.82638549804688, |
|
"logps/rejected": -148.19137573242188, |
|
"loss": 0.0003, |
|
"rewards/accuracies": 0.4749999940395355, |
|
"rewards/chosen": -0.0005336708854883909, |
|
"rewards/margins": 0.000577736587729305, |
|
"rewards/rejected": -0.0011114075314253569, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 1.6, |
|
"learning_rate": 3.7296110958116845e-06, |
|
"logits/chosen": 0.7820717096328735, |
|
"logits/rejected": 0.8074045181274414, |
|
"logps/chosen": -149.77316284179688, |
|
"logps/rejected": -137.23370361328125, |
|
"loss": 0.0003, |
|
"rewards/accuracies": 0.42500001192092896, |
|
"rewards/chosen": -0.00042833946645259857, |
|
"rewards/margins": 0.0002858256921172142, |
|
"rewards/rejected": -0.0007141652167774737, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 1.6, |
|
"eval_logits/chosen": 0.8386867046356201, |
|
"eval_logits/rejected": 0.8959885835647583, |
|
"eval_logps/chosen": -256.5564880371094, |
|
"eval_logps/rejected": -233.50169372558594, |
|
"eval_loss": 0.0003867279156111181, |
|
"eval_rewards/accuracies": 0.4855000078678131, |
|
"eval_rewards/chosen": 0.0005771049181930721, |
|
"eval_rewards/margins": 0.00021130235109012574, |
|
"eval_rewards/rejected": 0.00036580252344720066, |
|
"eval_runtime": 895.2516, |
|
"eval_samples_per_second": 2.234, |
|
"eval_steps_per_second": 0.559, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 1.76, |
|
"learning_rate": 3.4117911628292944e-06, |
|
"logits/chosen": 0.8274463415145874, |
|
"logits/rejected": 0.7994173765182495, |
|
"logps/chosen": -160.32693481445312, |
|
"logps/rejected": -144.13430786132812, |
|
"loss": 0.0004, |
|
"rewards/accuracies": 0.3687500059604645, |
|
"rewards/chosen": -0.0019955369643867016, |
|
"rewards/margins": -0.0002371647860854864, |
|
"rewards/rejected": -0.0017583720618858933, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 1.92, |
|
"learning_rate": 3.075905022087675e-06, |
|
"logits/chosen": 0.8538025617599487, |
|
"logits/rejected": 0.8362048268318176, |
|
"logps/chosen": -144.97744750976562, |
|
"logps/rejected": -132.49935913085938, |
|
"loss": 0.0003, |
|
"rewards/accuracies": 0.4375, |
|
"rewards/chosen": -0.0011052186600863934, |
|
"rewards/margins": 0.00014151711366139352, |
|
"rewards/rejected": -0.0012467356864362955, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 2.08, |
|
"learning_rate": 2.728607913349464e-06, |
|
"logits/chosen": 0.8091080784797668, |
|
"logits/rejected": 0.7883086800575256, |
|
"logps/chosen": -168.44651794433594, |
|
"logps/rejected": -154.5172882080078, |
|
"loss": 0.0003, |
|
"rewards/accuracies": 0.4124999940395355, |
|
"rewards/chosen": -0.001501282094977796, |
|
"rewards/margins": 0.00047290659858845174, |
|
"rewards/rejected": -0.001974188955500722, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 2.24, |
|
"learning_rate": 2.376781173017589e-06, |
|
"logits/chosen": 0.8410237431526184, |
|
"logits/rejected": 0.8125711679458618, |
|
"logps/chosen": -135.33348083496094, |
|
"logps/rejected": -125.95147705078125, |
|
"loss": 0.0003, |
|
"rewards/accuracies": 0.518750011920929, |
|
"rewards/chosen": -0.0011694638524204493, |
|
"rewards/margins": 0.0012481597950682044, |
|
"rewards/rejected": -0.002417623531073332, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 2.4, |
|
"learning_rate": 2.0273958875043877e-06, |
|
"logits/chosen": 0.8500027656555176, |
|
"logits/rejected": 0.8616348505020142, |
|
"logps/chosen": -163.2034454345703, |
|
"logps/rejected": -147.33352661132812, |
|
"loss": 0.0003, |
|
"rewards/accuracies": 0.4312500059604645, |
|
"rewards/chosen": -0.0014132513897493482, |
|
"rewards/margins": 0.0005158716812729836, |
|
"rewards/rejected": -0.0019291229546070099, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 2.56, |
|
"learning_rate": 1.6873747682962393e-06, |
|
"logits/chosen": 0.7654728293418884, |
|
"logits/rejected": 0.7762084007263184, |
|
"logps/chosen": -164.34304809570312, |
|
"logps/rejected": -151.01991271972656, |
|
"loss": 0.0003, |
|
"rewards/accuracies": 0.46875, |
|
"rewards/chosen": -0.002124720485880971, |
|
"rewards/margins": 0.0006703810067847371, |
|
"rewards/rejected": -0.00279510160908103, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 2.72, |
|
"learning_rate": 1.363454985517803e-06, |
|
"logits/chosen": 0.8323400616645813, |
|
"logits/rejected": 0.8276194334030151, |
|
"logps/chosen": -139.4966278076172, |
|
"logps/rejected": -126.7676010131836, |
|
"loss": 0.0003, |
|
"rewards/accuracies": 0.45625001192092896, |
|
"rewards/chosen": -0.002051023533567786, |
|
"rewards/margins": 0.0008618654683232307, |
|
"rewards/rejected": -0.002912889001891017, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 2.88, |
|
"learning_rate": 1.062054677808238e-06, |
|
"logits/chosen": 0.8200883865356445, |
|
"logits/rejected": 0.8247148394584656, |
|
"logps/chosen": -147.3248291015625, |
|
"logps/rejected": -131.50941467285156, |
|
"loss": 0.0004, |
|
"rewards/accuracies": 0.39375001192092896, |
|
"rewards/chosen": -0.002400606404989958, |
|
"rewards/margins": -0.0002633151598274708, |
|
"rewards/rejected": -0.0021372910123318434, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 3.04, |
|
"learning_rate": 7.891457834794711e-07, |
|
"logits/chosen": 0.7988116145133972, |
|
"logits/rejected": 0.7790786027908325, |
|
"logps/chosen": -157.28366088867188, |
|
"logps/rejected": -148.06373596191406, |
|
"loss": 0.0003, |
|
"rewards/accuracies": 0.48124998807907104, |
|
"rewards/chosen": -0.0013300395803526044, |
|
"rewards/margins": 0.0013687892351299524, |
|
"rewards/rejected": -0.002698828699067235, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 3.2, |
|
"learning_rate": 5.501357126768117e-07, |
|
"logits/chosen": 0.8291190266609192, |
|
"logits/rejected": 0.8441616296768188, |
|
"logps/chosen": -179.22891235351562, |
|
"logps/rejected": -165.08668518066406, |
|
"loss": 0.0003, |
|
"rewards/accuracies": 0.36250001192092896, |
|
"rewards/chosen": -0.0026950170285999775, |
|
"rewards/margins": 0.0003695812192745507, |
|
"rewards/rejected": -0.0030645981896668673, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 3.2, |
|
"eval_logits/chosen": 0.8411728143692017, |
|
"eval_logits/rejected": 0.8983786106109619, |
|
"eval_logps/chosen": -256.48114013671875, |
|
"eval_logps/rejected": -233.4491729736328, |
|
"eval_loss": 0.0003846254840027541, |
|
"eval_rewards/accuracies": 0.5099999904632568, |
|
"eval_rewards/chosen": 0.0013305767206475139, |
|
"eval_rewards/margins": 0.00043944927165284753, |
|
"eval_rewards/rejected": 0.0008911274489946663, |
|
"eval_runtime": 662.5153, |
|
"eval_samples_per_second": 3.019, |
|
"eval_steps_per_second": 0.755, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 3.36, |
|
"learning_rate": 3.4976020508682345e-07, |
|
"logits/chosen": 0.7520900964736938, |
|
"logits/rejected": 0.7521581053733826, |
|
"logps/chosen": -142.36843872070312, |
|
"logps/rejected": -131.4374542236328, |
|
"loss": 0.0003, |
|
"rewards/accuracies": 0.4749999940395355, |
|
"rewards/chosen": -0.0021503984462469816, |
|
"rewards/margins": 0.0008300153422169387, |
|
"rewards/rejected": -0.0029804136138409376, |
|
"step": 210 |
|
}, |
|
{ |
|
"epoch": 3.52, |
|
"learning_rate": 1.9198949610721273e-07, |
|
"logits/chosen": 0.8309981226921082, |
|
"logits/rejected": 0.811602771282196, |
|
"logps/chosen": -150.01573181152344, |
|
"logps/rejected": -136.91067504882812, |
|
"loss": 0.0003, |
|
"rewards/accuracies": 0.4937500059604645, |
|
"rewards/chosen": -0.00250506354495883, |
|
"rewards/margins": 0.0008244045311585069, |
|
"rewards/rejected": -0.0033294681925326586, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 3.68, |
|
"learning_rate": 7.994965069994143e-08, |
|
"logits/chosen": 0.8669425249099731, |
|
"logits/rejected": 0.880296528339386, |
|
"logps/chosen": -159.811767578125, |
|
"logps/rejected": -145.57418823242188, |
|
"loss": 0.0003, |
|
"rewards/accuracies": 0.512499988079071, |
|
"rewards/chosen": -0.0020190321374684572, |
|
"rewards/margins": 0.0008607100462540984, |
|
"rewards/rejected": -0.002879742067307234, |
|
"step": 230 |
|
}, |
|
{ |
|
"epoch": 3.84, |
|
"learning_rate": 1.5860623616664183e-08, |
|
"logits/chosen": 0.7746256589889526, |
|
"logits/rejected": 0.7747436761856079, |
|
"logps/chosen": -154.1355743408203, |
|
"logps/rejected": -141.05926513671875, |
|
"loss": 0.0003, |
|
"rewards/accuracies": 0.48750001192092896, |
|
"rewards/chosen": -0.001991902943700552, |
|
"rewards/margins": 0.000743478478398174, |
|
"rewards/rejected": -0.0027353812474757433, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 3.97, |
|
"step": 248, |
|
"total_flos": 0.0, |
|
"train_loss": 0.0003399105843263603, |
|
"train_runtime": 4613.339, |
|
"train_samples_per_second": 0.867, |
|
"train_steps_per_second": 0.054 |
|
} |
|
], |
|
"logging_steps": 10, |
|
"max_steps": 248, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 4, |
|
"save_steps": 100, |
|
"total_flos": 0.0, |
|
"train_batch_size": 4, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|