{ "best_global_step": null, "best_metric": null, "best_model_checkpoint": null, "epoch": 1.0, "eval_steps": 500, "global_step": 740, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "entropy": 1.810372607409954, "epoch": 0.033818058843422386, "grad_norm": 0.03564453125, "learning_rate": 0.00019999904008949706, "loss": 1.961472625732422, "mean_token_accuracy": 0.5825667985156179, "num_tokens": 156162.0, "step": 25 }, { "entropy": 1.630317051112652, "epoch": 0.06763611768684477, "grad_norm": 0.06396484375, "learning_rate": 0.00019935180094484163, "loss": 1.5934637451171876, "mean_token_accuracy": 0.6405555133521557, "num_tokens": 314902.0, "step": 50 }, { "entropy": 1.4665888720750808, "epoch": 0.10145417653026716, "grad_norm": 0.1220703125, "learning_rate": 0.00019751364095427692, "loss": 1.430908203125, "mean_token_accuracy": 0.6695231589674949, "num_tokens": 466632.0, "step": 75 }, { "entropy": 1.392833354473114, "epoch": 0.13527223537368954, "grad_norm": 0.134765625, "learning_rate": 0.00019450659397154355, "loss": 1.3299276733398437, "mean_token_accuracy": 0.6912748428061605, "num_tokens": 624850.0, "step": 100 }, { "entropy": 1.1405542536824942, "epoch": 0.16909029421711194, "grad_norm": 0.1318359375, "learning_rate": 0.00019036670519061188, "loss": 1.0945913696289062, "mean_token_accuracy": 0.7419995337724685, "num_tokens": 781370.0, "step": 125 }, { "entropy": 1.0725987593457103, "epoch": 0.2029083530605343, "grad_norm": 0.09619140625, "learning_rate": 0.0001851435990752769, "loss": 1.0093214416503906, "mean_token_accuracy": 0.7651712036132813, "num_tokens": 938626.0, "step": 150 }, { "entropy": 0.9529129752889276, "epoch": 0.2367264119039567, "grad_norm": 0.08349609375, "learning_rate": 0.0001788998845153021, "loss": 0.8964275360107422, "mean_token_accuracy": 0.7902284222841263, "num_tokens": 1094352.0, "step": 175 }, { "entropy": 0.862411651480943, "epoch": 0.2705444707473791, "grad_norm": 0.09033203125, "learning_rate": 0.00017171040433945005, "loss": 0.8004817199707032, "mean_token_accuracy": 0.8113848954439163, "num_tokens": 1251490.0, "step": 200 }, { "entropy": 0.7631507751531899, "epoch": 0.3043625295908015, "grad_norm": 0.09228515625, "learning_rate": 0.00016366133818141893, "loss": 0.7039064025878906, "mean_token_accuracy": 0.8357413372397423, "num_tokens": 1406770.0, "step": 225 }, { "entropy": 0.7098334492836148, "epoch": 0.3381805884342239, "grad_norm": 0.0732421875, "learning_rate": 0.0001548491694525464, "loss": 0.6646959686279297, "mean_token_accuracy": 0.8501214118301869, "num_tokens": 1561213.0, "step": 250 }, { "entropy": 0.7675167324021459, "epoch": 0.37199864727764625, "grad_norm": 0.1044921875, "learning_rate": 0.00014537952880408473, "loss": 0.71765869140625, "mean_token_accuracy": 0.835702428817749, "num_tokens": 1724371.0, "step": 275 }, { "entropy": 0.6311481145210565, "epoch": 0.4058167061210686, "grad_norm": 0.08203125, "learning_rate": 0.00013536592794235696, "loss": 0.5955865478515625, "mean_token_accuracy": 0.8682514359802007, "num_tokens": 1885062.0, "step": 300 }, { "entropy": 0.7570231725927442, "epoch": 0.43963476496449105, "grad_norm": 0.10693359375, "learning_rate": 0.00012492839897443553, "loss": 0.7146268463134766, "mean_token_accuracy": 0.8396708873659372, "num_tokens": 2043297.0, "step": 325 }, { "entropy": 0.5249405995476991, "epoch": 0.4734528238079134, "grad_norm": 0.078125, "learning_rate": 0.00011419205559437998, "loss": 0.49004329681396486, "mean_token_accuracy": 0.8892295673489571, "num_tokens": 2196510.0, "step": 350 }, { "entropy": 0.6064728916622698, "epoch": 0.5072708826513358, "grad_norm": 0.07470703125, "learning_rate": 0.00010328559335696188, "loss": 0.5641261291503906, "mean_token_accuracy": 0.8721542170643807, "num_tokens": 2354986.0, "step": 375 }, { "entropy": 0.5784782155323773, "epoch": 0.5410889414947582, "grad_norm": 0.07958984375, "learning_rate": 9.233974701595655e-05, "loss": 0.5496908950805665, "mean_token_accuracy": 0.8779391979053617, "num_tokens": 2515773.0, "step": 400 }, { "entropy": 0.5494727499317378, "epoch": 0.5749070003381805, "grad_norm": 0.053466796875, "learning_rate": 8.14857234187453e-05, "loss": 0.5182221984863281, "mean_token_accuracy": 0.8837397874891758, "num_tokens": 2674952.0, "step": 425 }, { "entropy": 0.5801290932204575, "epoch": 0.608725059181603, "grad_norm": 0.091796875, "learning_rate": 7.08536287419749e-05, "loss": 0.5686647033691407, "mean_token_accuracy": 0.8799975875392556, "num_tokens": 2830234.0, "step": 450 }, { "entropy": 0.48558603684417906, "epoch": 0.6425431180250254, "grad_norm": 0.050537109375, "learning_rate": 6.0570908920855706e-05, "loss": 0.42860363006591795, "mean_token_accuracy": 0.9008280988037586, "num_tokens": 2989837.0, "step": 475 }, { "entropy": 0.4568167580384761, "epoch": 0.6763611768684478, "grad_norm": 0.095703125, "learning_rate": 5.076082196652754e-05, "loss": 0.45085529327392576, "mean_token_accuracy": 0.9038965445756912, "num_tokens": 3143012.0, "step": 500 }, { "entropy": 0.44007344283163546, "epoch": 0.7101792357118701, "grad_norm": 0.058837890625, "learning_rate": 4.15409604836838e-05, "loss": 0.41196117401123045, "mean_token_accuracy": 0.9095691731572151, "num_tokens": 3300477.0, "step": 525 }, { "entropy": 0.4962937253713608, "epoch": 0.7439972945552925, "grad_norm": 0.0537109375, "learning_rate": 3.3021842098898934e-05, "loss": 0.4741514205932617, "mean_token_accuracy": 0.896233549118042, "num_tokens": 3454477.0, "step": 550 }, { "entropy": 0.45510641247965394, "epoch": 0.7778153533987149, "grad_norm": 0.06298828125, "learning_rate": 2.530558469606351e-05, "loss": 0.4256900787353516, "mean_token_accuracy": 0.9090374359488487, "num_tokens": 3614381.0, "step": 575 }, { "entropy": 0.4509261836577207, "epoch": 0.8116334122421373, "grad_norm": 0.060791015625, "learning_rate": 1.8484682338758152e-05, "loss": 0.4140806198120117, "mean_token_accuracy": 0.9066468042135238, "num_tokens": 3770302.0, "step": 600 }, { "entropy": 0.48186022156849506, "epoch": 0.8454514710855597, "grad_norm": 0.060302734375, "learning_rate": 1.2640896552470794e-05, "loss": 0.4636331939697266, "mean_token_accuracy": 0.9016842505335808, "num_tokens": 3929478.0, "step": 625 }, { "entropy": 0.45708779353648427, "epoch": 0.8792695299289821, "grad_norm": 0.0125732421875, "learning_rate": 7.844276256755346e-06, "loss": 0.45078208923339846, "mean_token_accuracy": 0.9030292834341526, "num_tokens": 4084974.0, "step": 650 }, { "entropy": 0.5012604260630905, "epoch": 0.9130875887724045, "grad_norm": 0.072265625, "learning_rate": 4.152318095313778e-06, "loss": 0.47621334075927735, "mean_token_accuracy": 0.8943454670906067, "num_tokens": 4246619.0, "step": 675 }, { "entropy": 0.41868842981755733, "epoch": 0.9469056476158269, "grad_norm": 0.0341796875, "learning_rate": 1.609277229047801e-06, "loss": 0.38456172943115235, "mean_token_accuracy": 0.9145496153831482, "num_tokens": 4405485.0, "step": 700 }, { "entropy": 0.4935927293263376, "epoch": 0.9807237064592492, "grad_norm": 0.0732421875, "learning_rate": 2.4563685353949925e-07, "loss": 0.47506561279296877, "mean_token_accuracy": 0.8976721769571304, "num_tokens": 4564678.0, "step": 725 } ], "logging_steps": 25, "max_steps": 740, "num_input_tokens_seen": 0, "num_train_epochs": 1, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 1.9858744653595546e+17, "train_batch_size": 1, "trial_name": null, "trial_params": null }