{ "best_metric": 0.6265950798988342, "best_model_checkpoint": "/home/iais_marenpielka/Bouthaina/res_nw_dj/checkpoint-13515", "epoch": 15.0, "eval_steps": 500, "global_step": 40545, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 1.3912957906723022, "learning_rate": 3.552372190826653e-05, "loss": 1.2513, "step": 2703 }, { "epoch": 1.0, "eval_bleu": 0.22005527068442493, "eval_loss": 0.7111806869506836, "eval_rouge1": 0.5171822713118965, "eval_rouge2": 0.253317924025756, "eval_rougeL": 0.5148202154962768, "eval_runtime": 21.8652, "eval_samples_per_second": 247.197, "eval_steps_per_second": 30.917, "step": 2703 }, { "epoch": 2.0, "grad_norm": 1.4323362112045288, "learning_rate": 1.7761860954133264e-05, "loss": 0.6462, "step": 5406 }, { "epoch": 2.0, "eval_bleu": 0.24508343939723337, "eval_loss": 0.6569304466247559, "eval_rouge1": 0.557883823201639, "eval_rouge2": 0.2973836473978787, "eval_rougeL": 0.5553146565104614, "eval_runtime": 150.8243, "eval_samples_per_second": 35.836, "eval_steps_per_second": 4.482, "step": 5406 }, { "epoch": 3.0, "grad_norm": 1.2555302381515503, "learning_rate": 0.0, "loss": 0.5673, "step": 8109 }, { "epoch": 3.0, "eval_bleu": 0.2518224574721449, "eval_loss": 0.6498554348945618, "eval_rouge1": 0.57015304568835, "eval_rouge2": 0.3118394078609683, "eval_rougeL": 0.5676740384593599, "eval_runtime": 172.9357, "eval_samples_per_second": 31.254, "eval_steps_per_second": 3.909, "step": 8109 }, { "epoch": 4.0, "grad_norm": 1.4183156490325928, "learning_rate": 4.037341299477222e-05, "loss": 0.556, "step": 10812 }, { "epoch": 4.0, "eval_bleu": 0.25983253831381714, "eval_loss": 0.63295978307724, "eval_rouge1": 0.5829310998998971, "eval_rouge2": 0.326193735265751, "eval_rougeL": 0.5807349807527458, "eval_runtime": 40.5509, "eval_samples_per_second": 133.289, "eval_steps_per_second": 16.67, "step": 10812 }, { "epoch": 5.0, "grad_norm": 1.186664342880249, "learning_rate": 3.785007468259896e-05, "loss": 0.4786, "step": 13515 }, { "epoch": 5.0, "eval_bleu": 0.2678870499231116, "eval_loss": 0.6265950798988342, "eval_rouge1": 0.5977012354572853, "eval_rouge2": 0.34430833134800065, "eval_rougeL": 0.5958973349618409, "eval_runtime": 36.0053, "eval_samples_per_second": 150.117, "eval_steps_per_second": 18.775, "step": 13515 }, { "epoch": 6.0, "grad_norm": 1.1597645282745361, "learning_rate": 3.5326736370425696e-05, "loss": 0.4123, "step": 16218 }, { "epoch": 6.0, "eval_bleu": 0.2707063976336222, "eval_loss": 0.630312979221344, "eval_rouge1": 0.604436172840783, "eval_rouge2": 0.35482389915380186, "eval_rougeL": 0.6026792061487433, "eval_runtime": 161.1219, "eval_samples_per_second": 33.546, "eval_steps_per_second": 4.196, "step": 16218 }, { "epoch": 7.0, "grad_norm": 1.27555251121521, "learning_rate": 3.280339805825243e-05, "loss": 0.3573, "step": 18921 }, { "epoch": 7.0, "eval_bleu": 0.27393786087649125, "eval_loss": 0.6372247338294983, "eval_rouge1": 0.6108088318784769, "eval_rouge2": 0.36307215008060617, "eval_rougeL": 0.6088126794948809, "eval_runtime": 159.7397, "eval_samples_per_second": 33.836, "eval_steps_per_second": 4.232, "step": 18921 }, { "epoch": 8.0, "grad_norm": 1.6310491561889648, "learning_rate": 3.0280059746079166e-05, "loss": 0.3108, "step": 21624 }, { "epoch": 8.0, "eval_bleu": 0.2759919170184585, "eval_loss": 0.646577000617981, "eval_rouge1": 0.6130373826214599, "eval_rouge2": 0.36776670773707465, "eval_rougeL": 0.6111699095881062, "eval_runtime": 150.1086, "eval_samples_per_second": 36.007, "eval_steps_per_second": 4.503, "step": 21624 }, { "epoch": 9.0, "grad_norm": 1.6629250049591064, "learning_rate": 2.77567214339059e-05, "loss": 0.2719, "step": 24327 }, { "epoch": 9.0, "eval_bleu": 0.2801810856751608, "eval_loss": 0.6550981998443604, "eval_rouge1": 0.6177880665801061, "eval_rouge2": 0.3727206564119486, "eval_rougeL": 0.6159303776582042, "eval_runtime": 159.1145, "eval_samples_per_second": 33.969, "eval_steps_per_second": 4.249, "step": 24327 }, { "epoch": 10.0, "grad_norm": 1.5184797048568726, "learning_rate": 2.523338312173264e-05, "loss": 0.2396, "step": 27030 }, { "epoch": 10.0, "eval_bleu": 0.27697504925957206, "eval_loss": 0.665830671787262, "eval_rouge1": 0.6173182845826588, "eval_rouge2": 0.37288754745117264, "eval_rougeL": 0.6152835100872982, "eval_runtime": 110.2964, "eval_samples_per_second": 49.004, "eval_steps_per_second": 6.129, "step": 27030 }, { "epoch": 11.0, "grad_norm": 1.3458495140075684, "learning_rate": 2.2710044809559374e-05, "loss": 0.2129, "step": 29733 }, { "epoch": 11.0, "eval_bleu": 0.27843197191410246, "eval_loss": 0.6767598390579224, "eval_rouge1": 0.6188286228800556, "eval_rouge2": 0.3762109244532287, "eval_rougeL": 0.617052574223907, "eval_runtime": 24.0534, "eval_samples_per_second": 224.709, "eval_steps_per_second": 28.104, "step": 29733 }, { "epoch": 12.0, "grad_norm": 1.636675477027893, "learning_rate": 2.018670649738611e-05, "loss": 0.191, "step": 32436 }, { "epoch": 12.0, "eval_bleu": 0.2780108798800892, "eval_loss": 0.6870447993278503, "eval_rouge1": 0.6208121821010748, "eval_rouge2": 0.37810190638421814, "eval_rougeL": 0.6189436880506437, "eval_runtime": 42.9158, "eval_samples_per_second": 125.944, "eval_steps_per_second": 15.752, "step": 32436 }, { "epoch": 13.0, "grad_norm": 1.3978990316390991, "learning_rate": 1.7663368185212848e-05, "loss": 0.1733, "step": 35139 }, { "epoch": 13.0, "eval_bleu": 0.2799527424248887, "eval_loss": 0.696670651435852, "eval_rouge1": 0.6213835516562576, "eval_rouge2": 0.3799254363900967, "eval_rougeL": 0.6195026516671875, "eval_runtime": 17.6056, "eval_samples_per_second": 307.005, "eval_steps_per_second": 38.397, "step": 35139 }, { "epoch": 14.0, "grad_norm": 1.386664628982544, "learning_rate": 1.5140029873039583e-05, "loss": 0.1593, "step": 37842 }, { "epoch": 14.0, "eval_bleu": 0.2790160057234741, "eval_loss": 0.7063180208206177, "eval_rouge1": 0.6214879203521921, "eval_rouge2": 0.379862056883408, "eval_rougeL": 0.6194802915698101, "eval_runtime": 17.8263, "eval_samples_per_second": 303.204, "eval_steps_per_second": 37.921, "step": 37842 }, { "epoch": 15.0, "grad_norm": 1.5141432285308838, "learning_rate": 1.261669156086632e-05, "loss": 0.1478, "step": 40545 }, { "epoch": 15.0, "eval_bleu": 0.2808668290315019, "eval_loss": 0.7138631939888, "eval_rouge1": 0.6216459883291815, "eval_rouge2": 0.3804311054098596, "eval_rougeL": 0.6196983257570402, "eval_runtime": 17.6502, "eval_samples_per_second": 306.229, "eval_steps_per_second": 38.3, "step": 40545 }, { "epoch": 15.0, "step": 40545, "total_flos": 2.118621118464e+16, "train_loss": 0.058961041791913305, "train_runtime": 1668.9384, "train_samples_per_second": 259.111, "train_steps_per_second": 32.392 } ], "logging_steps": 500, "max_steps": 54060, "num_input_tokens_seen": 0, "num_train_epochs": 20, "save_steps": 500, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 5, "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": true }, "attributes": {} } }, "total_flos": 2.118621118464e+16, "train_batch_size": 8, "trial_name": null, "trial_params": null }