{ "best_global_step": 5445, "best_metric": 3.110565185546875, "best_model_checkpoint": null, "epoch": 17.171717171717173, "eval_steps": 500, "global_step": 8500, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.00202020202020202, "grad_norm": 27.219696044921875, "learning_rate": 0.0, "loss": 10.3707, "step": 1 }, { "epoch": 1.0, "grad_norm": 3.5280556678771973, "learning_rate": 9.88e-05, "loss": 4.8958, "step": 495 }, { "epoch": 1.0, "eval_loss": 3.9314539432525635, "eval_runtime": 29.8878, "eval_samples_per_second": 1062.842, "eval_steps_per_second": 4.182, "step": 495 }, { "epoch": 2.0, "grad_norm": 3.212111234664917, "learning_rate": 9.478678038379531e-05, "loss": 3.6499, "step": 990 }, { "epoch": 2.0, "eval_loss": 3.539745330810547, "eval_runtime": 29.254, "eval_samples_per_second": 1085.869, "eval_steps_per_second": 4.273, "step": 990 }, { "epoch": 3.0, "grad_norm": 3.3252358436584473, "learning_rate": 8.950959488272922e-05, "loss": 3.3793, "step": 1485 }, { "epoch": 3.0, "eval_loss": 3.379368305206299, "eval_runtime": 30.2558, "eval_samples_per_second": 1049.913, "eval_steps_per_second": 4.131, "step": 1485 }, { "epoch": 4.0, "grad_norm": 3.02847957611084, "learning_rate": 8.42324093816631e-05, "loss": 3.2264, "step": 1980 }, { "epoch": 4.0, "eval_loss": 3.2874038219451904, "eval_runtime": 30.0535, "eval_samples_per_second": 1056.98, "eval_steps_per_second": 4.159, "step": 1980 }, { "epoch": 5.0, "grad_norm": 3.101438045501709, "learning_rate": 7.895522388059702e-05, "loss": 3.1179, "step": 2475 }, { "epoch": 5.0, "eval_loss": 3.2294254302978516, "eval_runtime": 27.6091, "eval_samples_per_second": 1150.562, "eval_steps_per_second": 4.527, "step": 2475 }, { "epoch": 6.0, "grad_norm": 3.4466798305511475, "learning_rate": 7.367803837953093e-05, "loss": 3.0343, "step": 2970 }, { "epoch": 6.0, "eval_loss": 3.183612585067749, "eval_runtime": 29.4719, "eval_samples_per_second": 1077.841, "eval_steps_per_second": 4.241, "step": 2970 }, { "epoch": 7.0, "grad_norm": 3.7074270248413086, "learning_rate": 6.840085287846483e-05, "loss": 2.9631, "step": 3465 }, { "epoch": 7.0, "eval_loss": 3.1518795490264893, "eval_runtime": 30.1176, "eval_samples_per_second": 1054.732, "eval_steps_per_second": 4.15, "step": 3465 }, { "epoch": 8.0, "grad_norm": 3.7585396766662598, "learning_rate": 6.312366737739872e-05, "loss": 2.901, "step": 3960 }, { "epoch": 8.0, "eval_loss": 3.137213706970215, "eval_runtime": 29.9134, "eval_samples_per_second": 1061.933, "eval_steps_per_second": 4.179, "step": 3960 }, { "epoch": 9.0, "grad_norm": 3.954860210418701, "learning_rate": 5.784648187633263e-05, "loss": 2.8443, "step": 4455 }, { "epoch": 9.0, "eval_loss": 3.1181836128234863, "eval_runtime": 29.5098, "eval_samples_per_second": 1076.455, "eval_steps_per_second": 4.236, "step": 4455 }, { "epoch": 10.0, "grad_norm": 4.154609680175781, "learning_rate": 5.256929637526653e-05, "loss": 2.7925, "step": 4950 }, { "epoch": 10.0, "eval_loss": 3.112929344177246, "eval_runtime": 30.5249, "eval_samples_per_second": 1040.659, "eval_steps_per_second": 4.095, "step": 4950 }, { "epoch": 11.0, "grad_norm": 4.463516712188721, "learning_rate": 4.7292110874200426e-05, "loss": 2.7436, "step": 5445 }, { "epoch": 11.0, "eval_loss": 3.110565185546875, "eval_runtime": 28.9255, "eval_samples_per_second": 1098.202, "eval_steps_per_second": 4.321, "step": 5445 }, { "epoch": 12.0, "grad_norm": 4.773754119873047, "learning_rate": 4.201492537313433e-05, "loss": 2.6967, "step": 5940 }, { "epoch": 12.0, "eval_loss": 3.1144516468048096, "eval_runtime": 30.5356, "eval_samples_per_second": 1040.296, "eval_steps_per_second": 4.094, "step": 5940 }, { "epoch": 13.0, "grad_norm": 5.04469108581543, "learning_rate": 3.673773987206823e-05, "loss": 2.6527, "step": 6435 }, { "epoch": 13.0, "eval_loss": 3.11479115486145, "eval_runtime": 29.5691, "eval_samples_per_second": 1074.296, "eval_steps_per_second": 4.227, "step": 6435 }, { "epoch": 14.0, "grad_norm": 5.253041744232178, "learning_rate": 3.1460554371002134e-05, "loss": 2.6122, "step": 6930 }, { "epoch": 14.0, "eval_loss": 3.120633840560913, "eval_runtime": 29.5965, "eval_samples_per_second": 1073.303, "eval_steps_per_second": 4.223, "step": 6930 }, { "epoch": 15.0, "grad_norm": 5.515427589416504, "learning_rate": 2.6183368869936037e-05, "loss": 2.575, "step": 7425 }, { "epoch": 15.0, "eval_loss": 3.1303443908691406, "eval_runtime": 29.5955, "eval_samples_per_second": 1073.34, "eval_steps_per_second": 4.224, "step": 7425 }, { "epoch": 16.0, "grad_norm": 6.251354694366455, "learning_rate": 2.0906183368869936e-05, "loss": 2.542, "step": 7920 }, { "epoch": 16.0, "eval_loss": 3.1400558948516846, "eval_runtime": 30.5232, "eval_samples_per_second": 1040.715, "eval_steps_per_second": 4.095, "step": 7920 }, { "epoch": 17.0, "grad_norm": Infinity, "learning_rate": 1.562899786780384e-05, "loss": 2.512, "step": 8415 }, { "epoch": 17.0, "eval_loss": 3.144320487976074, "eval_runtime": 29.8375, "eval_samples_per_second": 1064.633, "eval_steps_per_second": 4.189, "step": 8415 } ], "logging_steps": 500, "max_steps": 9900, "num_input_tokens_seen": 0, "num_train_epochs": 20, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 1.41869684588544e+17, "train_batch_size": 256, "trial_name": null, "trial_params": null }