{ "best_metric": 20.9461, "best_model_checkpoint": "/content/gdrive/MyDrive/FYP/Models/t5-base-bt0/checkpoint-6000", "epoch": 1.5783540022547915, "eval_steps": 1000, "global_step": 7000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.23, "grad_norm": 0.237862229347229, "learning_rate": 2.7749718151071025e-05, "loss": 0.162, "step": 1000 }, { "epoch": 0.23, "eval_gen_len": 8.6155, "eval_loss": 0.14371667802333832, "eval_rouge1": 19.4503, "eval_rouge2": 5.4909, "eval_rougeL": 19.2468, "eval_rougeLsum": 19.2536, "eval_runtime": 278.2764, "eval_samples_per_second": 10.393, "eval_steps_per_second": 1.301, "step": 1000 }, { "epoch": 0.45, "grad_norm": 0.19609051942825317, "learning_rate": 2.5501691093573846e-05, "loss": 0.1496, "step": 2000 }, { "epoch": 0.45, "eval_gen_len": 8.2244, "eval_loss": 0.14119617640972137, "eval_rouge1": 19.988, "eval_rouge2": 5.6128, "eval_rougeL": 19.6697, "eval_rougeLsum": 19.6661, "eval_runtime": 274.1608, "eval_samples_per_second": 10.549, "eval_steps_per_second": 1.32, "step": 2000 }, { "epoch": 0.68, "grad_norm": 0.1622067540884018, "learning_rate": 2.3255918827508456e-05, "loss": 0.1482, "step": 3000 }, { "epoch": 0.68, "eval_gen_len": 8.3513, "eval_loss": 0.13958066701889038, "eval_rouge1": 20.4724, "eval_rouge2": 5.918, "eval_rougeL": 20.1806, "eval_rougeLsum": 20.1879, "eval_runtime": 273.1755, "eval_samples_per_second": 10.587, "eval_steps_per_second": 1.325, "step": 3000 }, { "epoch": 0.9, "grad_norm": 0.22670583426952362, "learning_rate": 2.1003382187147688e-05, "loss": 0.1477, "step": 4000 }, { "epoch": 0.9, "eval_gen_len": 8.5363, "eval_loss": 0.1383427083492279, "eval_rouge1": 20.0921, "eval_rouge2": 5.7649, "eval_rougeL": 19.8454, "eval_rougeLsum": 19.8533, "eval_runtime": 273.0415, "eval_samples_per_second": 10.592, "eval_steps_per_second": 1.326, "step": 4000 }, { "epoch": 1.13, "grad_norm": 0.2830670475959778, "learning_rate": 1.8753100338218713e-05, "loss": 0.1432, "step": 5000 }, { "epoch": 1.13, "eval_gen_len": 8.3544, "eval_loss": 0.13800442218780518, "eval_rouge1": 20.5887, "eval_rouge2": 6.0275, "eval_rougeL": 20.2746, "eval_rougeLsum": 20.2963, "eval_runtime": 274.4284, "eval_samples_per_second": 10.538, "eval_steps_per_second": 1.319, "step": 5000 }, { "epoch": 1.35, "grad_norm": 0.3157794177532196, "learning_rate": 1.6507328072153326e-05, "loss": 0.1389, "step": 6000 }, { "epoch": 1.35, "eval_gen_len": 8.4136, "eval_loss": 0.13757741451263428, "eval_rouge1": 20.9461, "eval_rouge2": 6.3797, "eval_rougeL": 20.7292, "eval_rougeLsum": 20.7592, "eval_runtime": 272.1466, "eval_samples_per_second": 10.627, "eval_steps_per_second": 1.33, "step": 6000 }, { "epoch": 1.58, "grad_norm": 0.2532835900783539, "learning_rate": 1.4259301014656145e-05, "loss": 0.1393, "step": 7000 }, { "epoch": 1.58, "eval_gen_len": 8.2206, "eval_loss": 0.1370321363210678, "eval_rouge1": 20.2115, "eval_rouge2": 5.8953, "eval_rougeL": 19.9895, "eval_rougeLsum": 20.0005, "eval_runtime": 269.4813, "eval_samples_per_second": 10.732, "eval_steps_per_second": 1.343, "step": 7000 } ], "logging_steps": 1000, "max_steps": 13305, "num_input_tokens_seen": 0, "num_train_epochs": 3, "save_steps": 1000, "total_flos": 3.409981499768832e+16, "train_batch_size": 8, "trial_name": null, "trial_params": null }