{ "best_global_step": null, "best_metric": null, "best_model_checkpoint": null, "epoch": 3.0, "eval_steps": 500, "global_step": 183, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "entropy": 0.34310978651046753, "epoch": 0.016597510373443983, "grad_norm": 30.463375091552734, "learning_rate": 0.0, "loss": 2.5902838706970215, "mean_token_accuracy": 0.7455968856811523, "num_tokens": 8192.0, "step": 1 }, { "entropy": 0.30017997283074593, "epoch": 0.16597510373443983, "grad_norm": 7.794386863708496, "learning_rate": 4.5e-05, "loss": 2.039700402153863, "mean_token_accuracy": 0.7990324033631219, "num_tokens": 81920.0, "step": 10 }, { "entropy": 0.15870278999209403, "epoch": 0.33195020746887965, "grad_norm": 1.6451208591461182, "learning_rate": 9.5e-05, "loss": 0.4637583255767822, "mean_token_accuracy": 0.940655580163002, "num_tokens": 163840.0, "step": 20 }, { "entropy": 0.08129047341644764, "epoch": 0.4979253112033195, "grad_norm": 0.6042754650115967, "learning_rate": 9.924965614670629e-05, "loss": 0.051254814863204955, "mean_token_accuracy": 0.9927592992782592, "num_tokens": 245760.0, "step": 30 }, { "entropy": 0.023062964738346636, "epoch": 0.6639004149377593, "grad_norm": 0.07445944845676422, "learning_rate": 9.66847747759402e-05, "loss": 0.006664524227380753, "mean_token_accuracy": 0.9981164455413818, "num_tokens": 327680.0, "step": 40 }, { "entropy": 0.007560247508808971, "epoch": 0.8298755186721992, "grad_norm": 0.02006595768034458, "learning_rate": 9.239105265402525e-05, "loss": 0.0012541665695607663, "mean_token_accuracy": 1.0, "num_tokens": 409600.0, "step": 50 }, { "entropy": 0.0038804779178462923, "epoch": 0.995850622406639, "grad_norm": 0.006827245932072401, "learning_rate": 8.65274958340934e-05, "loss": 0.0004053693264722824, "mean_token_accuracy": 1.0, "num_tokens": 491520.0, "step": 60 }, { "entropy": 0.0023303336237330695, "epoch": 1.1493775933609958, "grad_norm": 0.004071525298058987, "learning_rate": 7.931124482984802e-05, "loss": 0.00023144541773945093, "mean_token_accuracy": 1.0, "num_tokens": 565760.0, "step": 70 }, { "entropy": 0.0017596775403944775, "epoch": 1.3153526970954357, "grad_norm": 0.0030074911192059517, "learning_rate": 7.10095334207501e-05, "loss": 0.00016952784499153496, "mean_token_accuracy": 1.0, "num_tokens": 647680.0, "step": 80 }, { "entropy": 0.0014692362194182352, "epoch": 1.4813278008298756, "grad_norm": 0.002476779278367758, "learning_rate": 6.192979239247243e-05, "loss": 0.00013985750265419484, "mean_token_accuracy": 1.0, "num_tokens": 729600.0, "step": 90 }, { "entropy": 0.0013017851480981335, "epoch": 1.6473029045643153, "grad_norm": 0.002169998362660408, "learning_rate": 5.240826469306187e-05, "loss": 0.00012233242159709334, "mean_token_accuracy": 1.0, "num_tokens": 811520.0, "step": 100 }, { "entropy": 0.0011935859685763717, "epoch": 1.8132780082987552, "grad_norm": 0.001988000003620982, "learning_rate": 4.27975536108268e-05, "loss": 0.00011085805017501116, "mean_token_accuracy": 1.0, "num_tokens": 893440.0, "step": 110 }, { "entropy": 0.0011260211758781224, "epoch": 1.979253112033195, "grad_norm": 0.0018395803635939956, "learning_rate": 3.345356509253959e-05, "loss": 0.00010404185159131884, "mean_token_accuracy": 1.0, "num_tokens": 975360.0, "step": 120 }, { "entropy": 0.001064722627602719, "epoch": 2.132780082987552, "grad_norm": 0.0017558144172653556, "learning_rate": 2.472232775687119e-05, "loss": 9.810116607695818e-05, "mean_token_accuracy": 1.0, "num_tokens": 1049600.0, "step": 130 }, { "entropy": 0.0010282685951096937, "epoch": 2.2987551867219915, "grad_norm": 0.0016462178900837898, "learning_rate": 1.692717868719195e-05, "loss": 9.387803729623556e-05, "mean_token_accuracy": 1.0, "num_tokens": 1131520.0, "step": 140 }, { "entropy": 0.001004051680502016, "epoch": 2.4647302904564317, "grad_norm": 0.00162224390078336, "learning_rate": 1.0356789542251938e-05, "loss": 9.128837846219539e-05, "mean_token_accuracy": 1.0, "num_tokens": 1213440.0, "step": 150 }, { "entropy": 0.0009880667523248122, "epoch": 2.6307053941908713, "grad_norm": 0.001601163879968226, "learning_rate": 5.25447640441834e-06, "loss": 8.967729518190026e-05, "mean_token_accuracy": 1.0, "num_tokens": 1295360.0, "step": 160 }, { "entropy": 0.0009832712908973916, "epoch": 2.796680497925311, "grad_norm": 0.0015979394083842635, "learning_rate": 1.8091892454998594e-06, "loss": 8.923084242269397e-05, "mean_token_accuracy": 1.0, "num_tokens": 1377280.0, "step": 170 }, { "entropy": 0.0009787017304915934, "epoch": 2.962655601659751, "grad_norm": 0.0015788950258865952, "learning_rate": 1.4851469022234e-07, "loss": 8.886267896741628e-05, "mean_token_accuracy": 1.0, "num_tokens": 1459200.0, "step": 180 }, { "entropy": 0.0009836054329449933, "epoch": 3.0, "mean_token_accuracy": 1.0, "num_tokens": 1476096.0, "step": 183, "total_flos": 922173333700608.0, "train_loss": 0.14314490778558084, "train_runtime": 252.6415, "train_samples_per_second": 11.411, "train_steps_per_second": 0.724 } ], "logging_steps": 10, "max_steps": 183, "num_input_tokens_seen": 0, "num_train_epochs": 3, "save_steps": 50, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 922173333700608.0, "train_batch_size": 4, "trial_name": null, "trial_params": null }