{ "best_global_step": 20, "best_metric": 0.699292778968811, "best_model_checkpoint": "distilbert_km_50_v2_rte/checkpoint-20", "epoch": 7.0, "eval_steps": 500, "global_step": 70, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 1.335757851600647, "learning_rate": 4.9e-05, "loss": 0.7065, "step": 10 }, { "epoch": 1.0, "eval_accuracy": 0.4729241877256318, "eval_loss": 0.7252510190010071, "eval_runtime": 0.1272, "eval_samples_per_second": 2178.161, "eval_steps_per_second": 15.727, "step": 10 }, { "epoch": 2.0, "grad_norm": 0.8837642073631287, "learning_rate": 4.8e-05, "loss": 0.6735, "step": 20 }, { "epoch": 2.0, "eval_accuracy": 0.5379061371841155, "eval_loss": 0.699292778968811, "eval_runtime": 0.1245, "eval_samples_per_second": 2224.507, "eval_steps_per_second": 16.061, "step": 20 }, { "epoch": 3.0, "grad_norm": 1.1381245851516724, "learning_rate": 4.7e-05, "loss": 0.6465, "step": 30 }, { "epoch": 3.0, "eval_accuracy": 0.4981949458483754, "eval_loss": 0.7214222550392151, "eval_runtime": 0.1319, "eval_samples_per_second": 2100.238, "eval_steps_per_second": 15.164, "step": 30 }, { "epoch": 4.0, "grad_norm": 0.9131489992141724, "learning_rate": 4.600000000000001e-05, "loss": 0.5982, "step": 40 }, { "epoch": 4.0, "eval_accuracy": 0.5342960288808665, "eval_loss": 0.7387977242469788, "eval_runtime": 0.1344, "eval_samples_per_second": 2060.717, "eval_steps_per_second": 14.879, "step": 40 }, { "epoch": 5.0, "grad_norm": 1.0394362211227417, "learning_rate": 4.5e-05, "loss": 0.5339, "step": 50 }, { "epoch": 5.0, "eval_accuracy": 0.5306859205776173, "eval_loss": 0.7753897309303284, "eval_runtime": 0.1238, "eval_samples_per_second": 2238.203, "eval_steps_per_second": 16.16, "step": 50 }, { "epoch": 6.0, "grad_norm": 1.1707080602645874, "learning_rate": 4.4000000000000006e-05, "loss": 0.4565, "step": 60 }, { "epoch": 6.0, "eval_accuracy": 0.5090252707581228, "eval_loss": 0.8549531698226929, "eval_runtime": 0.1488, "eval_samples_per_second": 1861.468, "eval_steps_per_second": 13.44, "step": 60 }, { "epoch": 7.0, "grad_norm": 1.2546998262405396, "learning_rate": 4.3e-05, "loss": 0.368, "step": 70 }, { "epoch": 7.0, "eval_accuracy": 0.5126353790613718, "eval_loss": 0.9558070302009583, "eval_runtime": 0.1307, "eval_samples_per_second": 2119.309, "eval_steps_per_second": 15.302, "step": 70 }, { "epoch": 7.0, "step": 70, "total_flos": 1154453379287040.0, "train_loss": 0.5690259763172695, "train_runtime": 26.0206, "train_samples_per_second": 4784.668, "train_steps_per_second": 19.216 } ], "logging_steps": 1, "max_steps": 500, "num_input_tokens_seen": 0, "num_train_epochs": 50, "save_steps": 500, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 5, "early_stopping_threshold": 0.0 }, "attributes": { "early_stopping_patience_counter": 5 } }, "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 1154453379287040.0, "train_batch_size": 256, "trial_name": null, "trial_params": null }