{ "best_global_step": null, "best_metric": null, "best_model_checkpoint": null, "epoch": 2.830188679245283, "eval_steps": 500, "global_step": 150, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "entropy": 2.27734375, "epoch": 0.18867924528301888, "grad_norm": 1.4095726013183594, "learning_rate": 0.0001999145758387301, "loss": 2.535823440551758, "mean_token_accuracy": 0.4902416098862886, "num_tokens": 36112.0, "step": 10 }, { "entropy": 2.03623046875, "epoch": 0.37735849056603776, "grad_norm": 1.8039652109146118, "learning_rate": 0.00019694002659393305, "loss": 1.8651376724243165, "mean_token_accuracy": 0.5952314671128989, "num_tokens": 72245.0, "step": 20 }, { "entropy": 1.49443359375, "epoch": 0.5660377358490566, "grad_norm": 0.7885380387306213, "learning_rate": 0.0001898390981891979, "loss": 1.5259657859802247, "mean_token_accuracy": 0.6693046040832996, "num_tokens": 108540.0, "step": 30 }, { "entropy": 1.421875, "epoch": 0.7547169811320755, "grad_norm": 0.7279834747314453, "learning_rate": 0.00017891405093963938, "loss": 1.4288103103637695, "mean_token_accuracy": 0.6861812733113766, "num_tokens": 144637.0, "step": 40 }, { "entropy": 1.38642578125, "epoch": 0.9433962264150944, "grad_norm": 0.6967478394508362, "learning_rate": 0.00016462992378609407, "loss": 1.3759333610534668, "mean_token_accuracy": 0.6965034589171409, "num_tokens": 180890.0, "step": 50 }, { "entropy": 1.37880859375, "epoch": 1.1320754716981132, "grad_norm": 0.7058449983596802, "learning_rate": 0.00014759473930370736, "loss": 1.3774614334106445, "mean_token_accuracy": 0.6968415275216102, "num_tokens": 216977.0, "step": 60 }, { "entropy": 1.3544921875, "epoch": 1.320754716981132, "grad_norm": 0.7576785087585449, "learning_rate": 0.00012853362242491053, "loss": 1.3501564979553222, "mean_token_accuracy": 0.699217775464058, "num_tokens": 253285.0, "step": 70 }, { "entropy": 1.35498046875, "epoch": 1.509433962264151, "grad_norm": 0.6370306015014648, "learning_rate": 0.00010825793454723325, "loss": 1.346321201324463, "mean_token_accuracy": 0.7007117375731469, "num_tokens": 288932.0, "step": 80 }, { "entropy": 1.362890625, "epoch": 1.6981132075471699, "grad_norm": 0.7341946363449097, "learning_rate": 8.763073687306524e-05, "loss": 1.3396063804626466, "mean_token_accuracy": 0.701534990221262, "num_tokens": 325309.0, "step": 90 }, { "entropy": 1.33994140625, "epoch": 1.8867924528301887, "grad_norm": 0.7750918865203857, "learning_rate": 6.753005307953167e-05, "loss": 1.3485977172851562, "mean_token_accuracy": 0.7031819194555282, "num_tokens": 361755.0, "step": 100 }, { "entropy": 1.32060546875, "epoch": 2.0754716981132075, "grad_norm": 0.6582154631614685, "learning_rate": 4.8811495091039926e-05, "loss": 1.3079830169677735, "mean_token_accuracy": 0.7036498673260212, "num_tokens": 398143.0, "step": 110 }, { "entropy": 1.31796875, "epoch": 2.2641509433962264, "grad_norm": 0.6963320374488831, "learning_rate": 3.2271842837425906e-05, "loss": 1.312546443939209, "mean_token_accuracy": 0.704971169680357, "num_tokens": 434299.0, "step": 120 }, { "entropy": 1.32119140625, "epoch": 2.452830188679245, "grad_norm": 0.6907761096954346, "learning_rate": 1.861512827298051e-05, "loss": 1.3149855613708497, "mean_token_accuracy": 0.7058135308325291, "num_tokens": 470708.0, "step": 130 }, { "entropy": 1.33837890625, "epoch": 2.641509433962264, "grad_norm": 0.7412691712379456, "learning_rate": 8.422667334494249e-06, "loss": 1.3250213623046876, "mean_token_accuracy": 0.7025255858898163, "num_tokens": 506485.0, "step": 140 }, { "entropy": 1.33466796875, "epoch": 2.830188679245283, "grad_norm": 0.7045652866363525, "learning_rate": 2.128315467264552e-06, "loss": 1.324216938018799, "mean_token_accuracy": 0.7067199409008026, "num_tokens": 542651.0, "step": 150 } ], "logging_steps": 10, "max_steps": 159, "num_input_tokens_seen": 0, "num_train_epochs": 3, "save_steps": 10, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 1698943226909184.0, "train_batch_size": 2, "trial_name": null, "trial_params": null }