{ "best_metric": 0.7239218354225159, "best_model_checkpoint": "distilbert_lda_50_v1_wnli/checkpoint-9", "epoch": 8.0, "eval_steps": 500, "global_step": 24, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 2.593956708908081, "learning_rate": 4.9e-05, "loss": 0.7829, "step": 3 }, { "epoch": 1.0, "eval_accuracy": 0.3380281690140845, "eval_loss": 0.7284329533576965, "eval_runtime": 0.0557, "eval_samples_per_second": 1274.439, "eval_steps_per_second": 17.95, "step": 3 }, { "epoch": 2.0, "grad_norm": 1.2626270055770874, "learning_rate": 4.8e-05, "loss": 0.7048, "step": 6 }, { "epoch": 2.0, "eval_accuracy": 0.3380281690140845, "eval_loss": 0.7267274260520935, "eval_runtime": 0.038, "eval_samples_per_second": 1867.408, "eval_steps_per_second": 26.302, "step": 6 }, { "epoch": 3.0, "grad_norm": 1.094574213027954, "learning_rate": 4.7e-05, "loss": 0.689, "step": 9 }, { "epoch": 3.0, "eval_accuracy": 0.49295774647887325, "eval_loss": 0.7239218354225159, "eval_runtime": 0.0391, "eval_samples_per_second": 1815.749, "eval_steps_per_second": 25.574, "step": 9 }, { "epoch": 4.0, "grad_norm": 1.0490866899490356, "learning_rate": 4.600000000000001e-05, "loss": 0.6915, "step": 12 }, { "epoch": 4.0, "eval_accuracy": 0.39436619718309857, "eval_loss": 0.7566296458244324, "eval_runtime": 0.0395, "eval_samples_per_second": 1797.143, "eval_steps_per_second": 25.312, "step": 12 }, { "epoch": 5.0, "grad_norm": 1.0118927955627441, "learning_rate": 4.5e-05, "loss": 0.6916, "step": 15 }, { "epoch": 5.0, "eval_accuracy": 0.2535211267605634, "eval_loss": 0.754951536655426, "eval_runtime": 0.0404, "eval_samples_per_second": 1756.274, "eval_steps_per_second": 24.736, "step": 15 }, { "epoch": 6.0, "grad_norm": 1.1331769227981567, "learning_rate": 4.4000000000000006e-05, "loss": 0.6936, "step": 18 }, { "epoch": 6.0, "eval_accuracy": 0.2535211267605634, "eval_loss": 0.7512102127075195, "eval_runtime": 0.0378, "eval_samples_per_second": 1876.634, "eval_steps_per_second": 26.431, "step": 18 }, { "epoch": 7.0, "grad_norm": 0.7647018432617188, "learning_rate": 4.3e-05, "loss": 0.6908, "step": 21 }, { "epoch": 7.0, "eval_accuracy": 0.2535211267605634, "eval_loss": 0.7626540064811707, "eval_runtime": 0.0417, "eval_samples_per_second": 1701.864, "eval_steps_per_second": 23.97, "step": 21 }, { "epoch": 8.0, "grad_norm": 2.0840747356414795, "learning_rate": 4.2e-05, "loss": 0.6841, "step": 24 }, { "epoch": 8.0, "eval_accuracy": 0.18309859154929578, "eval_loss": 0.7832306623458862, "eval_runtime": 0.0385, "eval_samples_per_second": 1843.148, "eval_steps_per_second": 25.96, "step": 24 }, { "epoch": 8.0, "step": 24, "total_flos": 336467192586240.0, "train_loss": 0.7035509645938873, "train_runtime": 19.7006, "train_samples_per_second": 1611.629, "train_steps_per_second": 7.614 } ], "logging_steps": 1, "max_steps": 150, "num_input_tokens_seen": 0, "num_train_epochs": 50, "save_steps": 500, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 5, "early_stopping_threshold": 0.0 }, "attributes": { "early_stopping_patience_counter": 5 } }, "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 336467192586240.0, "train_batch_size": 256, "trial_name": null, "trial_params": null }