{ "best_metric": 2.20927357673645, "best_model_checkpoint": "./BART_Legal_Simplified/checkpoint-5655", "epoch": 15.0, "eval_steps": 500, "global_step": 5655, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "eval_gen_len": 21.0, "eval_loss": 2.4774136543273926, "eval_rouge1": 14.0166, "eval_rouge2": 4.1514, "eval_rougeL": 12.0262, "eval_rougeLsum": 12.9552, "eval_runtime": 67.2594, "eval_samples_per_second": 14.868, "eval_steps_per_second": 0.937, "step": 377 }, { "epoch": 1.3262599469496021, "grad_norm": 3.8841850757598877, "learning_rate": 2.9679536474022893e-06, "loss": 2.7911, "step": 500 }, { "epoch": 2.0, "eval_gen_len": 21.0, "eval_loss": 2.4116153717041016, "eval_rouge1": 15.4198, "eval_rouge2": 4.9082, "eval_rougeL": 13.0752, "eval_rougeLsum": 14.0963, "eval_runtime": 67.0343, "eval_samples_per_second": 14.918, "eval_steps_per_second": 0.94, "step": 754 }, { "epoch": 2.6525198938992043, "grad_norm": 3.047675609588623, "learning_rate": 2.8726803935335058e-06, "loss": 2.6079, "step": 1000 }, { "epoch": 3.0, "eval_gen_len": 21.0, "eval_loss": 2.361037015914917, "eval_rouge1": 14.4451, "eval_rouge2": 4.1966, "eval_rougeL": 12.4145, "eval_rougeLsum": 13.3276, "eval_runtime": 67.3927, "eval_samples_per_second": 14.838, "eval_steps_per_second": 0.935, "step": 1131 }, { "epoch": 3.9787798408488064, "grad_norm": 3.2164223194122314, "learning_rate": 2.7179185904101013e-06, "loss": 2.5257, "step": 1500 }, { "epoch": 4.0, "eval_gen_len": 21.0, "eval_loss": 2.3306336402893066, "eval_rouge1": 15.3416, "eval_rouge2": 4.9854, "eval_rougeL": 12.9566, "eval_rougeLsum": 14.1013, "eval_runtime": 67.2572, "eval_samples_per_second": 14.868, "eval_steps_per_second": 0.937, "step": 1508 }, { "epoch": 5.0, "eval_gen_len": 21.0, "eval_loss": 2.3049843311309814, "eval_rouge1": 14.3986, "eval_rouge2": 4.4147, "eval_rougeL": 12.4714, "eval_rougeLsum": 13.246, "eval_runtime": 67.0817, "eval_samples_per_second": 14.907, "eval_steps_per_second": 0.939, "step": 1885 }, { "epoch": 5.305039787798409, "grad_norm": 2.956613540649414, "learning_rate": 2.510489126644959e-06, "loss": 2.4671, "step": 2000 }, { "epoch": 6.0, "eval_gen_len": 21.0, "eval_loss": 2.2791953086853027, "eval_rouge1": 14.4795, "eval_rouge2": 4.3774, "eval_rougeL": 12.3508, "eval_rougeLsum": 13.5492, "eval_runtime": 67.3975, "eval_samples_per_second": 14.837, "eval_steps_per_second": 0.935, "step": 2262 }, { "epoch": 6.63129973474801, "grad_norm": 6.920361518859863, "learning_rate": 2.259362080115781e-06, "loss": 2.4141, "step": 2500 }, { "epoch": 7.0, "eval_gen_len": 21.0, "eval_loss": 2.265429973602295, "eval_rouge1": 14.8242, "eval_rouge2": 4.491, "eval_rougeL": 12.5708, "eval_rougeLsum": 13.6373, "eval_runtime": 67.3074, "eval_samples_per_second": 14.857, "eval_steps_per_second": 0.936, "step": 2639 }, { "epoch": 7.957559681697613, "grad_norm": 3.1763737201690674, "learning_rate": 1.9753971865788855e-06, "loss": 2.3762, "step": 3000 }, { "epoch": 8.0, "eval_gen_len": 21.0, "eval_loss": 2.2510550022125244, "eval_rouge1": 14.0375, "eval_rouge2": 4.2281, "eval_rougeL": 11.8873, "eval_rougeLsum": 13.0706, "eval_runtime": 67.322, "eval_samples_per_second": 14.854, "eval_steps_per_second": 0.936, "step": 3016 }, { "epoch": 9.0, "eval_gen_len": 21.0, "eval_loss": 2.243184804916382, "eval_rouge1": 14.361, "eval_rouge2": 4.2973, "eval_rougeL": 12.2662, "eval_rougeLsum": 13.3223, "eval_runtime": 67.3884, "eval_samples_per_second": 14.839, "eval_steps_per_second": 0.935, "step": 3393 }, { "epoch": 9.283819628647215, "grad_norm": 3.3851265907287598, "learning_rate": 1.670874221353189e-06, "loss": 2.3448, "step": 3500 }, { "epoch": 10.0, "eval_gen_len": 21.0, "eval_loss": 2.233320713043213, "eval_rouge1": 14.5529, "eval_rouge2": 4.473, "eval_rougeL": 12.3184, "eval_rougeLsum": 13.5086, "eval_runtime": 67.1925, "eval_samples_per_second": 14.883, "eval_steps_per_second": 0.938, "step": 3770 }, { "epoch": 10.610079575596817, "grad_norm": 3.073219060897827, "learning_rate": 1.3589619728260362e-06, "loss": 2.3218, "step": 4000 }, { "epoch": 11.0, "eval_gen_len": 21.0, "eval_loss": 2.2254180908203125, "eval_rouge1": 15.2796, "eval_rouge2": 4.9093, "eval_rougeL": 12.8965, "eval_rougeLsum": 14.0065, "eval_runtime": 67.4321, "eval_samples_per_second": 14.83, "eval_steps_per_second": 0.934, "step": 4147 }, { "epoch": 11.936339522546419, "grad_norm": 2.9745752811431885, "learning_rate": 1.0537454192171958e-06, "loss": 2.3051, "step": 4500 }, { "epoch": 12.0, "eval_gen_len": 21.0, "eval_loss": 2.218329906463623, "eval_rouge1": 14.4976, "eval_rouge2": 4.4548, "eval_rougeL": 12.4437, "eval_rougeLsum": 13.4006, "eval_runtime": 67.3343, "eval_samples_per_second": 14.851, "eval_steps_per_second": 0.936, "step": 4524 }, { "epoch": 13.0, "eval_gen_len": 21.0, "eval_loss": 2.2131404876708984, "eval_rouge1": 13.7356, "eval_rouge2": 3.9722, "eval_rougeL": 11.9368, "eval_rougeLsum": 12.6061, "eval_runtime": 67.1588, "eval_samples_per_second": 14.89, "eval_steps_per_second": 0.938, "step": 4901 }, { "epoch": 13.26259946949602, "grad_norm": 3.053661346435547, "learning_rate": 7.672044660199723e-07, "loss": 2.2886, "step": 5000 }, { "epoch": 14.0, "eval_gen_len": 21.0, "eval_loss": 2.21189284324646, "eval_rouge1": 13.9471, "eval_rouge2": 4.0646, "eval_rougeL": 11.8361, "eval_rougeLsum": 13.0378, "eval_runtime": 67.2619, "eval_samples_per_second": 14.867, "eval_steps_per_second": 0.937, "step": 5278 }, { "epoch": 14.588859416445624, "grad_norm": 3.23205304145813, "learning_rate": 5.128229913064035e-07, "loss": 2.2759, "step": 5500 }, { "epoch": 15.0, "eval_gen_len": 21.0, "eval_loss": 2.20927357673645, "eval_rouge1": 14.412, "eval_rouge2": 4.296, "eval_rougeL": 12.3594, "eval_rougeLsum": 13.3282, "eval_runtime": 67.5821, "eval_samples_per_second": 14.797, "eval_steps_per_second": 0.932, "step": 5655 } ], "logging_steps": 500, "max_steps": 7540, "num_input_tokens_seen": 0, "num_train_epochs": 20, "save_steps": 500, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 4, "early_stopping_threshold": 0.0 }, "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": 1.9575455870877696e+17, "train_batch_size": 16, "trial_name": null, "trial_params": null }