{ "best_metric": 0.5666028954056137, "best_model_checkpoint": "./models/brx_TrA50_MR/checkpoint-2214", "epoch": 6.0, "eval_steps": 500, "global_step": 2214, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.997289972899729, "grad_norm": 3.5397324562072754, "learning_rate": 4.168925022583559e-05, "loss": 0.8438, "step": 368 }, { "epoch": 1.0, "eval_f1": 0.44267854576807014, "eval_loss": 0.5134469270706177, "eval_precision": 0.4302273615999106, "eval_recall": 0.4558719071859832, "eval_runtime": 71.5939, "eval_samples_per_second": 330.321, "eval_steps_per_second": 5.168, "step": 369 }, { "epoch": 1.994579945799458, "grad_norm": 2.107616901397705, "learning_rate": 3.3378500451671184e-05, "loss": 0.4624, "step": 736 }, { "epoch": 2.0, "eval_f1": 0.5124409543580949, "eval_loss": 0.4316766858100891, "eval_precision": 0.5210793611943951, "eval_recall": 0.504084290280573, "eval_runtime": 71.7509, "eval_samples_per_second": 329.599, "eval_steps_per_second": 5.157, "step": 738 }, { "epoch": 2.991869918699187, "grad_norm": 3.3447747230529785, "learning_rate": 2.5067750677506774e-05, "loss": 0.3523, "step": 1104 }, { "epoch": 3.0, "eval_f1": 0.5369874838152783, "eval_loss": 0.4135218858718872, "eval_precision": 0.5224511505514808, "eval_recall": 0.5523558659879247, "eval_runtime": 71.9772, "eval_samples_per_second": 328.562, "eval_steps_per_second": 5.141, "step": 1107 }, { "epoch": 3.989159891598916, "grad_norm": 2.4756720066070557, "learning_rate": 1.675700090334237e-05, "loss": 0.275, "step": 1472 }, { "epoch": 4.0, "eval_f1": 0.550384120140627, "eval_loss": 0.4026535451412201, "eval_precision": 0.5383657411338485, "eval_recall": 0.5629513436723097, "eval_runtime": 71.9543, "eval_samples_per_second": 328.667, "eval_steps_per_second": 5.142, "step": 1476 }, { "epoch": 4.9864498644986455, "grad_norm": 1.6352941989898682, "learning_rate": 8.446251129177959e-06, "loss": 0.219, "step": 1840 }, { "epoch": 5.0, "eval_f1": 0.5614785049658729, "eval_loss": 0.4078289270401001, "eval_precision": 0.5413975983072737, "eval_recall": 0.583106428317746, "eval_runtime": 71.8827, "eval_samples_per_second": 328.994, "eval_steps_per_second": 5.147, "step": 1845 }, { "epoch": 5.983739837398374, "grad_norm": 1.7785389423370361, "learning_rate": 1.3550135501355015e-07, "loss": 0.1772, "step": 2208 }, { "epoch": 6.0, "eval_f1": 0.5666028954056137, "eval_loss": 0.41467106342315674, "eval_precision": 0.5473327081149666, "eval_recall": 0.5872795075174618, "eval_runtime": 71.6677, "eval_samples_per_second": 329.981, "eval_steps_per_second": 5.163, "step": 2214 } ], "logging_steps": 368, "max_steps": 2214, "num_input_tokens_seen": 0, "num_train_epochs": 6, "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": 2.9681397967022096e+16, "train_batch_size": 64, "trial_name": null, "trial_params": null }