{ "best_metric": 1.5718337297439575, "best_model_checkpoint": "autotrein-BERT-iiLEX-dgs-0004/checkpoint-112", "epoch": 1.0, "eval_steps": 500, "global_step": 112, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.044642857142857144, "grad_norm": 2.0444529056549072, "learning_rate": 7.3529411764705884e-06, "loss": 0.266, "step": 5 }, { "epoch": 0.08928571428571429, "grad_norm": 17.472654342651367, "learning_rate": 1.4705882352941177e-05, "loss": 0.1248, "step": 10 }, { "epoch": 0.13392857142857142, "grad_norm": 6.122802257537842, "learning_rate": 2.2058823529411766e-05, "loss": 0.1436, "step": 15 }, { "epoch": 0.17857142857142858, "grad_norm": 12.507484436035156, "learning_rate": 2.9411764705882354e-05, "loss": 0.1236, "step": 20 }, { "epoch": 0.22321428571428573, "grad_norm": 1.480406403541565, "learning_rate": 3.6764705882352945e-05, "loss": 0.0626, "step": 25 }, { "epoch": 0.26785714285714285, "grad_norm": 0.38904812932014465, "learning_rate": 4.411764705882353e-05, "loss": 0.0915, "step": 30 }, { "epoch": 0.3125, "grad_norm": 0.2865840792655945, "learning_rate": 4.983443708609272e-05, "loss": 0.0897, "step": 35 }, { "epoch": 0.35714285714285715, "grad_norm": 25.76744842529297, "learning_rate": 4.900662251655629e-05, "loss": 0.0871, "step": 40 }, { "epoch": 0.4017857142857143, "grad_norm": 0.760350227355957, "learning_rate": 4.8178807947019873e-05, "loss": 0.0056, "step": 45 }, { "epoch": 0.44642857142857145, "grad_norm": 11.40116024017334, "learning_rate": 4.735099337748345e-05, "loss": 0.0448, "step": 50 }, { "epoch": 0.49107142857142855, "grad_norm": 0.7093308568000793, "learning_rate": 4.652317880794702e-05, "loss": 0.005, "step": 55 }, { "epoch": 0.5357142857142857, "grad_norm": 13.429608345031738, "learning_rate": 4.56953642384106e-05, "loss": 0.1927, "step": 60 }, { "epoch": 0.5803571428571429, "grad_norm": 18.583410263061523, "learning_rate": 4.4867549668874174e-05, "loss": 0.3076, "step": 65 }, { "epoch": 0.625, "grad_norm": 0.15568283200263977, "learning_rate": 4.403973509933775e-05, "loss": 0.227, "step": 70 }, { "epoch": 0.6696428571428571, "grad_norm": 21.115196228027344, "learning_rate": 4.321192052980133e-05, "loss": 0.1072, "step": 75 }, { "epoch": 0.7142857142857143, "grad_norm": 0.23123915493488312, "learning_rate": 4.23841059602649e-05, "loss": 0.2157, "step": 80 }, { "epoch": 0.7589285714285714, "grad_norm": 1.810465931892395, "learning_rate": 4.155629139072848e-05, "loss": 0.0198, "step": 85 }, { "epoch": 0.8035714285714286, "grad_norm": 7.193124771118164, "learning_rate": 4.0728476821192055e-05, "loss": 0.2872, "step": 90 }, { "epoch": 0.8482142857142857, "grad_norm": 0.040846243500709534, "learning_rate": 3.990066225165563e-05, "loss": 0.1349, "step": 95 }, { "epoch": 0.8928571428571429, "grad_norm": 1.4968816041946411, "learning_rate": 3.907284768211921e-05, "loss": 0.0838, "step": 100 }, { "epoch": 0.9375, "grad_norm": 0.02432333491742611, "learning_rate": 3.824503311258278e-05, "loss": 0.0513, "step": 105 }, { "epoch": 0.9821428571428571, "grad_norm": 11.377039909362793, "learning_rate": 3.741721854304636e-05, "loss": 0.6275, "step": 110 }, { "epoch": 1.0, "eval_accuracy": 0.6607142857142857, "eval_f1_macro": 0.5764297665936106, "eval_f1_micro": 0.6607142857142857, "eval_f1_weighted": 0.6685474450942381, "eval_loss": 1.5718337297439575, "eval_precision_macro": 0.5781369792997699, "eval_precision_micro": 0.6607142857142857, "eval_precision_weighted": 0.6808154556545336, "eval_recall_macro": 0.5778714544420972, "eval_recall_micro": 0.6607142857142857, "eval_recall_weighted": 0.6607142857142857, "eval_runtime": 266.3448, "eval_samples_per_second": 0.841, "eval_steps_per_second": 0.053, "step": 112 } ], "logging_steps": 5, "max_steps": 336, "num_input_tokens_seen": 0, "num_train_epochs": 3, "save_steps": 500, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 5, "early_stopping_threshold": 0.01 }, "attributes": { "early_stopping_patience_counter": 0 } }, "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 235753855647744.0, "train_batch_size": 8, "trial_name": null, "trial_params": null }