{ "best_global_step": 1902, "best_metric": 10.835813703423298, "best_model_checkpoint": "mbert-loraxs-qa-vanilla/run-0/checkpoint-1902", "epoch": 3.0, "eval_steps": 500, "global_step": 1902, "is_hyper_param_search": true, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 5.70946741104126, "learning_rate": 2.0882182104159667e-05, "loss": 5.564044170199132, "step": 634 }, { "epoch": 1.0, "eval_exact_match": 1.2, "eval_f1": 6.921369607966623, "eval_loss": 4.845778942108154, "eval_runtime": 7.7235, "eval_samples_per_second": 163.786, "eval_steps_per_second": 10.358, "step": 634 }, { "epoch": 2.0, "grad_norm": 7.910016059875488, "learning_rate": 1.3925112501407575e-05, "loss": 4.648683566024251, "step": 1268 }, { "epoch": 2.0, "eval_exact_match": 3.44, "eval_f1": 9.779211605145168, "eval_loss": 4.270840644836426, "eval_runtime": 7.7608, "eval_samples_per_second": 162.999, "eval_steps_per_second": 10.308, "step": 1268 }, { "epoch": 3.0, "grad_norm": 9.720287322998047, "learning_rate": 6.968042898655485e-06, "loss": 4.320517362480284, "step": 1902 }, { "epoch": 3.0, "eval_exact_match": 4.32, "eval_f1": 10.835813703423298, "eval_loss": 4.045061111450195, "eval_runtime": 7.7213, "eval_samples_per_second": 163.833, "eval_steps_per_second": 10.361, "step": 1902 } ], "logging_steps": 500, "max_steps": 2536, "num_input_tokens_seen": 0, "num_train_epochs": 4, "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": 6150731641721856.0, "train_batch_size": 16, "trial_name": null, "trial_params": { "learning_rate": 2.504106125154617e-05, "lora_alpha": 64, "lora_dropout": 0.06066093898873501, "lora_r": 16, "num_train_epochs": 4, "weight_decay": 0.025681530243658136 } }