{ "best_metric": 2.5903985500335693, "best_model_checkpoint": "miner_id_24/checkpoint-100", "epoch": 0.03209371364384001, "eval_steps": 50, "global_step": 100, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0003209371364384001, "grad_norm": 27.996723175048828, "learning_rate": 5.000000000000001e-07, "loss": 8.3536, "step": 1 }, { "epoch": 0.0003209371364384001, "eval_loss": 9.608317375183105, "eval_runtime": 113.195, "eval_samples_per_second": 46.362, "eval_steps_per_second": 11.591, "step": 1 }, { "epoch": 0.0006418742728768002, "grad_norm": 26.085769653320312, "learning_rate": 1.0000000000000002e-06, "loss": 8.5873, "step": 2 }, { "epoch": 0.0009628114093152004, "grad_norm": 25.967973709106445, "learning_rate": 1.5e-06, "loss": 8.5002, "step": 3 }, { "epoch": 0.0012837485457536004, "grad_norm": 27.765409469604492, "learning_rate": 2.0000000000000003e-06, "loss": 8.3604, "step": 4 }, { "epoch": 0.0016046856821920006, "grad_norm": 25.767414093017578, "learning_rate": 2.5e-06, "loss": 8.6333, "step": 5 }, { "epoch": 0.0019256228186304008, "grad_norm": 26.109840393066406, "learning_rate": 3e-06, "loss": 8.7597, "step": 6 }, { "epoch": 0.002246559955068801, "grad_norm": 25.485050201416016, "learning_rate": 3.5e-06, "loss": 8.9975, "step": 7 }, { "epoch": 0.002567497091507201, "grad_norm": 24.807462692260742, "learning_rate": 4.000000000000001e-06, "loss": 8.2029, "step": 8 }, { "epoch": 0.0028884342279456013, "grad_norm": 25.710582733154297, "learning_rate": 4.5e-06, "loss": 8.9657, "step": 9 }, { "epoch": 0.003209371364384001, "grad_norm": 27.383886337280273, "learning_rate": 5e-06, "loss": 9.0463, "step": 10 }, { "epoch": 0.0035303085008224016, "grad_norm": 26.514135360717773, "learning_rate": 4.99847706754774e-06, "loss": 8.4198, "step": 11 }, { "epoch": 0.0038512456372608015, "grad_norm": 27.8021183013916, "learning_rate": 4.993910125649561e-06, "loss": 8.8458, "step": 12 }, { "epoch": 0.004172182773699202, "grad_norm": 28.006664276123047, "learning_rate": 4.986304738420684e-06, "loss": 9.017, "step": 13 }, { "epoch": 0.004493119910137602, "grad_norm": 27.38217544555664, "learning_rate": 4.975670171853926e-06, "loss": 9.0249, "step": 14 }, { "epoch": 0.004814057046576002, "grad_norm": 29.5772705078125, "learning_rate": 4.962019382530521e-06, "loss": 8.8165, "step": 15 }, { "epoch": 0.005134994183014402, "grad_norm": 26.28485679626465, "learning_rate": 4.9453690018345144e-06, "loss": 8.6984, "step": 16 }, { "epoch": 0.0054559313194528026, "grad_norm": 24.394834518432617, "learning_rate": 4.925739315689991e-06, "loss": 8.6414, "step": 17 }, { "epoch": 0.0057768684558912025, "grad_norm": 29.212730407714844, "learning_rate": 4.903154239845798e-06, "loss": 8.4465, "step": 18 }, { "epoch": 0.0060978055923296024, "grad_norm": 27.20821762084961, "learning_rate": 4.8776412907378845e-06, "loss": 8.5804, "step": 19 }, { "epoch": 0.006418742728768002, "grad_norm": 27.378538131713867, "learning_rate": 4.849231551964771e-06, "loss": 8.4343, "step": 20 }, { "epoch": 0.006739679865206402, "grad_norm": 25.864442825317383, "learning_rate": 4.817959636416969e-06, "loss": 8.0501, "step": 21 }, { "epoch": 0.007060617001644803, "grad_norm": 26.03072166442871, "learning_rate": 4.783863644106502e-06, "loss": 8.24, "step": 22 }, { "epoch": 0.007381554138083203, "grad_norm": 27.477052688598633, "learning_rate": 4.746985115747918e-06, "loss": 8.0171, "step": 23 }, { "epoch": 0.007702491274521603, "grad_norm": 28.43156623840332, "learning_rate": 4.707368982147318e-06, "loss": 8.3216, "step": 24 }, { "epoch": 0.008023428410960003, "grad_norm": 26.4052677154541, "learning_rate": 4.665063509461098e-06, "loss": 7.8686, "step": 25 }, { "epoch": 0.008344365547398404, "grad_norm": 28.45978546142578, "learning_rate": 4.620120240391065e-06, "loss": 8.188, "step": 26 }, { "epoch": 0.008665302683836803, "grad_norm": 26.55103874206543, "learning_rate": 4.572593931387604e-06, "loss": 7.5533, "step": 27 }, { "epoch": 0.008986239820275204, "grad_norm": 28.572845458984375, "learning_rate": 4.522542485937369e-06, "loss": 7.6591, "step": 28 }, { "epoch": 0.009307176956713605, "grad_norm": 26.830053329467773, "learning_rate": 4.470026884016805e-06, "loss": 7.5189, "step": 29 }, { "epoch": 0.009628114093152004, "grad_norm": 28.91061782836914, "learning_rate": 4.415111107797445e-06, "loss": 7.598, "step": 30 }, { "epoch": 0.009949051229590404, "grad_norm": 26.380746841430664, "learning_rate": 4.357862063693486e-06, "loss": 7.248, "step": 31 }, { "epoch": 0.010269988366028803, "grad_norm": 28.354726791381836, "learning_rate": 4.2983495008466285e-06, "loss": 7.2304, "step": 32 }, { "epoch": 0.010590925502467204, "grad_norm": 28.017242431640625, "learning_rate": 4.236645926147493e-06, "loss": 7.2276, "step": 33 }, { "epoch": 0.010911862638905605, "grad_norm": 27.592439651489258, "learning_rate": 4.172826515897146e-06, "loss": 7.1646, "step": 34 }, { "epoch": 0.011232799775344004, "grad_norm": 27.620161056518555, "learning_rate": 4.106969024216348e-06, "loss": 6.9436, "step": 35 }, { "epoch": 0.011553736911782405, "grad_norm": 26.74669647216797, "learning_rate": 4.039153688314146e-06, "loss": 6.539, "step": 36 }, { "epoch": 0.011874674048220804, "grad_norm": 27.177555084228516, "learning_rate": 3.969463130731183e-06, "loss": 6.7528, "step": 37 }, { "epoch": 0.012195611184659205, "grad_norm": 25.203859329223633, "learning_rate": 3.897982258676867e-06, "loss": 6.2012, "step": 38 }, { "epoch": 0.012516548321097606, "grad_norm": 27.01671600341797, "learning_rate": 3.824798160583012e-06, "loss": 6.1814, "step": 39 }, { "epoch": 0.012837485457536005, "grad_norm": 25.485734939575195, "learning_rate": 3.7500000000000005e-06, "loss": 6.5055, "step": 40 }, { "epoch": 0.013158422593974406, "grad_norm": 26.390384674072266, "learning_rate": 3.6736789069647273e-06, "loss": 6.1332, "step": 41 }, { "epoch": 0.013479359730412805, "grad_norm": 27.709156036376953, "learning_rate": 3.595927866972694e-06, "loss": 6.1574, "step": 42 }, { "epoch": 0.013800296866851205, "grad_norm": 27.608366012573242, "learning_rate": 3.516841607689501e-06, "loss": 5.9933, "step": 43 }, { "epoch": 0.014121234003289606, "grad_norm": 27.30472183227539, "learning_rate": 3.436516483539781e-06, "loss": 5.9736, "step": 44 }, { "epoch": 0.014442171139728005, "grad_norm": 29.357925415039062, "learning_rate": 3.3550503583141726e-06, "loss": 6.0565, "step": 45 }, { "epoch": 0.014763108276166406, "grad_norm": 27.473421096801758, "learning_rate": 3.272542485937369e-06, "loss": 6.1957, "step": 46 }, { "epoch": 0.015084045412604805, "grad_norm": 28.399824142456055, "learning_rate": 3.189093389542498e-06, "loss": 5.8297, "step": 47 }, { "epoch": 0.015404982549043206, "grad_norm": 27.2939510345459, "learning_rate": 3.1048047389991693e-06, "loss": 5.7787, "step": 48 }, { "epoch": 0.015725919685481607, "grad_norm": 32.542903900146484, "learning_rate": 3.019779227044398e-06, "loss": 6.1701, "step": 49 }, { "epoch": 0.016046856821920006, "grad_norm": 32.60709762573242, "learning_rate": 2.9341204441673267e-06, "loss": 6.9105, "step": 50 }, { "epoch": 0.016046856821920006, "eval_loss": 4.4282355308532715, "eval_runtime": 114.0485, "eval_samples_per_second": 46.016, "eval_steps_per_second": 11.504, "step": 50 }, { "epoch": 0.016367793958358405, "grad_norm": 24.92586326599121, "learning_rate": 2.847932752400164e-06, "loss": 3.9654, "step": 51 }, { "epoch": 0.016688731094796808, "grad_norm": 24.382604598999023, "learning_rate": 2.761321158169134e-06, "loss": 3.8923, "step": 52 }, { "epoch": 0.017009668231235207, "grad_norm": 24.6019229888916, "learning_rate": 2.6743911843603134e-06, "loss": 3.6808, "step": 53 }, { "epoch": 0.017330605367673606, "grad_norm": 24.33039093017578, "learning_rate": 2.587248741756253e-06, "loss": 3.7393, "step": 54 }, { "epoch": 0.01765154250411201, "grad_norm": 24.681549072265625, "learning_rate": 2.5e-06, "loss": 3.5747, "step": 55 }, { "epoch": 0.017972479640550407, "grad_norm": 24.564939498901367, "learning_rate": 2.4127512582437486e-06, "loss": 3.573, "step": 56 }, { "epoch": 0.018293416776988806, "grad_norm": 23.479808807373047, "learning_rate": 2.325608815639687e-06, "loss": 3.4547, "step": 57 }, { "epoch": 0.01861435391342721, "grad_norm": 25.647430419921875, "learning_rate": 2.238678841830867e-06, "loss": 3.5706, "step": 58 }, { "epoch": 0.018935291049865608, "grad_norm": 23.934444427490234, "learning_rate": 2.1520672475998374e-06, "loss": 3.3241, "step": 59 }, { "epoch": 0.019256228186304007, "grad_norm": 23.319473266601562, "learning_rate": 2.0658795558326745e-06, "loss": 3.3996, "step": 60 }, { "epoch": 0.019577165322742406, "grad_norm": 23.8126220703125, "learning_rate": 1.9802207729556023e-06, "loss": 3.0784, "step": 61 }, { "epoch": 0.01989810245918081, "grad_norm": 24.619556427001953, "learning_rate": 1.895195261000831e-06, "loss": 3.4374, "step": 62 }, { "epoch": 0.020219039595619208, "grad_norm": 23.282445907592773, "learning_rate": 1.8109066104575023e-06, "loss": 3.1921, "step": 63 }, { "epoch": 0.020539976732057607, "grad_norm": 23.131887435913086, "learning_rate": 1.7274575140626318e-06, "loss": 3.1839, "step": 64 }, { "epoch": 0.02086091386849601, "grad_norm": 24.023595809936523, "learning_rate": 1.6449496416858285e-06, "loss": 2.9598, "step": 65 }, { "epoch": 0.02118185100493441, "grad_norm": 23.428220748901367, "learning_rate": 1.56348351646022e-06, "loss": 3.1564, "step": 66 }, { "epoch": 0.021502788141372808, "grad_norm": 22.029972076416016, "learning_rate": 1.4831583923105e-06, "loss": 2.8426, "step": 67 }, { "epoch": 0.02182372527781121, "grad_norm": 23.444753646850586, "learning_rate": 1.4040721330273063e-06, "loss": 2.7818, "step": 68 }, { "epoch": 0.02214466241424961, "grad_norm": 23.392112731933594, "learning_rate": 1.3263210930352737e-06, "loss": 2.8383, "step": 69 }, { "epoch": 0.02246559955068801, "grad_norm": 24.041671752929688, "learning_rate": 1.2500000000000007e-06, "loss": 3.0414, "step": 70 }, { "epoch": 0.022786536687126407, "grad_norm": 21.68594741821289, "learning_rate": 1.1752018394169882e-06, "loss": 2.873, "step": 71 }, { "epoch": 0.02310747382356481, "grad_norm": 21.509824752807617, "learning_rate": 1.1020177413231334e-06, "loss": 2.7585, "step": 72 }, { "epoch": 0.02342841096000321, "grad_norm": 21.97166633605957, "learning_rate": 1.0305368692688175e-06, "loss": 2.7142, "step": 73 }, { "epoch": 0.023749348096441608, "grad_norm": 21.628463745117188, "learning_rate": 9.608463116858544e-07, "loss": 2.8777, "step": 74 }, { "epoch": 0.02407028523288001, "grad_norm": 22.004776000976562, "learning_rate": 8.930309757836517e-07, "loss": 2.8746, "step": 75 }, { "epoch": 0.02439122236931841, "grad_norm": 21.029932022094727, "learning_rate": 8.271734841028553e-07, "loss": 2.8362, "step": 76 }, { "epoch": 0.02471215950575681, "grad_norm": 20.30879020690918, "learning_rate": 7.633540738525066e-07, "loss": 2.6938, "step": 77 }, { "epoch": 0.02503309664219521, "grad_norm": 20.107864379882812, "learning_rate": 7.016504991533727e-07, "loss": 2.6287, "step": 78 }, { "epoch": 0.02535403377863361, "grad_norm": 21.4448299407959, "learning_rate": 6.421379363065142e-07, "loss": 2.6291, "step": 79 }, { "epoch": 0.02567497091507201, "grad_norm": 20.82808494567871, "learning_rate": 5.848888922025553e-07, "loss": 3.0268, "step": 80 }, { "epoch": 0.025995908051510412, "grad_norm": 20.990262985229492, "learning_rate": 5.299731159831953e-07, "loss": 2.806, "step": 81 }, { "epoch": 0.02631684518794881, "grad_norm": 19.37321662902832, "learning_rate": 4.774575140626317e-07, "loss": 2.5534, "step": 82 }, { "epoch": 0.02663778232438721, "grad_norm": 20.37537956237793, "learning_rate": 4.27406068612396e-07, "loss": 2.766, "step": 83 }, { "epoch": 0.02695871946082561, "grad_norm": 20.045385360717773, "learning_rate": 3.798797596089351e-07, "loss": 2.6121, "step": 84 }, { "epoch": 0.027279656597264012, "grad_norm": 20.654422760009766, "learning_rate": 3.3493649053890325e-07, "loss": 2.8861, "step": 85 }, { "epoch": 0.02760059373370241, "grad_norm": 20.056547164916992, "learning_rate": 2.9263101785268253e-07, "loss": 2.8262, "step": 86 }, { "epoch": 0.02792153087014081, "grad_norm": 20.1599063873291, "learning_rate": 2.53014884252083e-07, "loss": 2.7126, "step": 87 }, { "epoch": 0.028242468006579213, "grad_norm": 20.382301330566406, "learning_rate": 2.1613635589349756e-07, "loss": 3.0595, "step": 88 }, { "epoch": 0.02856340514301761, "grad_norm": 20.944210052490234, "learning_rate": 1.8204036358303173e-07, "loss": 2.8264, "step": 89 }, { "epoch": 0.02888434227945601, "grad_norm": 21.320999145507812, "learning_rate": 1.507684480352292e-07, "loss": 2.9996, "step": 90 }, { "epoch": 0.029205279415894413, "grad_norm": 21.694704055786133, "learning_rate": 1.223587092621162e-07, "loss": 2.9851, "step": 91 }, { "epoch": 0.029526216552332812, "grad_norm": 21.299489974975586, "learning_rate": 9.684576015420277e-08, "loss": 2.8274, "step": 92 }, { "epoch": 0.02984715368877121, "grad_norm": 20.7717342376709, "learning_rate": 7.426068431000883e-08, "loss": 3.2581, "step": 93 }, { "epoch": 0.03016809082520961, "grad_norm": 22.040687561035156, "learning_rate": 5.463099816548578e-08, "loss": 2.9888, "step": 94 }, { "epoch": 0.030489027961648013, "grad_norm": 22.77414321899414, "learning_rate": 3.798061746947995e-08, "loss": 3.0421, "step": 95 }, { "epoch": 0.030809965098086412, "grad_norm": 24.892927169799805, "learning_rate": 2.4329828146074096e-08, "loss": 3.1848, "step": 96 }, { "epoch": 0.03113090223452481, "grad_norm": 23.968238830566406, "learning_rate": 1.3695261579316776e-08, "loss": 3.1579, "step": 97 }, { "epoch": 0.031451839370963214, "grad_norm": 26.281328201293945, "learning_rate": 6.089874350439507e-09, "loss": 3.3636, "step": 98 }, { "epoch": 0.03177277650740161, "grad_norm": 26.528987884521484, "learning_rate": 1.5229324522605949e-09, "loss": 4.1474, "step": 99 }, { "epoch": 0.03209371364384001, "grad_norm": 33.00212860107422, "learning_rate": 0.0, "loss": 4.9432, "step": 100 }, { "epoch": 0.03209371364384001, "eval_loss": 2.5903985500335693, "eval_runtime": 114.0548, "eval_samples_per_second": 46.013, "eval_steps_per_second": 11.503, "step": 100 } ], "logging_steps": 1, "max_steps": 100, "num_input_tokens_seen": 0, "num_train_epochs": 1, "save_steps": 50, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 5, "early_stopping_threshold": 0.0 }, "attributes": { "early_stopping_patience_counter": 0 } }, "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 1.93544513912832e+16, "train_batch_size": 4, "trial_name": null, "trial_params": null }