{ "best_metric": 0.7206650376319885, "best_model_checkpoint": "./bert-multilingual-sdg-classification/checkpoint-2690", "epoch": 5.0, "eval_steps": 500, "global_step": 2690, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.929368029739777, "grad_norm": 6.992225646972656, "learning_rate": 8.316666666666668e-06, "loss": 2.1122, "step": 500 }, { "epoch": 1.0, "eval_f1": 0.6814140148396195, "eval_loss": 1.0624698400497437, "eval_runtime": 10.5752, "eval_samples_per_second": 813.695, "eval_steps_per_second": 12.766, "step": 538 }, { "epoch": 1.858736059479554, "grad_norm": 6.2237749099731445, "learning_rate": 8.090909090909092e-06, "loss": 0.9564, "step": 1000 }, { "epoch": 2.0, "eval_f1": 0.7685561242660267, "eval_loss": 0.8072949051856995, "eval_runtime": 10.5617, "eval_samples_per_second": 814.737, "eval_steps_per_second": 12.782, "step": 1076 }, { "epoch": 2.7881040892193307, "grad_norm": 7.1777119636535645, "learning_rate": 5.698564593301436e-06, "loss": 0.7652, "step": 1500 }, { "epoch": 3.0, "eval_f1": 0.7885510737037653, "eval_loss": 0.7433095574378967, "eval_runtime": 10.6937, "eval_samples_per_second": 804.676, "eval_steps_per_second": 12.624, "step": 1614 }, { "epoch": 3.717472118959108, "grad_norm": 7.244228363037109, "learning_rate": 3.30622009569378e-06, "loss": 0.6619, "step": 2000 }, { "epoch": 4.0, "eval_f1": 0.7918831109586941, "eval_loss": 0.726136326789856, "eval_runtime": 10.5238, "eval_samples_per_second": 817.671, "eval_steps_per_second": 12.828, "step": 2152 }, { "epoch": 4.646840148698884, "grad_norm": 5.082164287567139, "learning_rate": 9.186602870813398e-07, "loss": 0.6038, "step": 2500 }, { "epoch": 5.0, "eval_f1": 0.7925314519666281, "eval_loss": 0.7206650376319885, "eval_runtime": 10.5422, "eval_samples_per_second": 816.247, "eval_steps_per_second": 12.806, "step": 2690 }, { "epoch": 5.0, "step": 2690, "total_flos": 4.52871045169152e+16, "train_loss": 0.9877658092399512, "train_runtime": 691.6026, "train_samples_per_second": 248.842, "train_steps_per_second": 3.89 } ], "logging_steps": 500, "max_steps": 2690, "num_input_tokens_seen": 0, "num_train_epochs": 5, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 4.52871045169152e+16, "train_batch_size": 64, "trial_name": null, "trial_params": null }