{ "best_global_step": 30, "best_metric": 0.5913755893707275, "best_model_checkpoint": "distilbert_rand_20_v2_mrpc/checkpoint-30", "epoch": 7.0, "eval_steps": 500, "global_step": 105, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 1.4107073545455933, "learning_rate": 4.9e-05, "loss": 0.6287, "step": 15 }, { "epoch": 1.0, "eval_accuracy": 0.6740196078431373, "eval_combined_score": 0.727454614465226, "eval_f1": 0.7808896210873146, "eval_loss": 0.6147627830505371, "eval_runtime": 0.1825, "eval_samples_per_second": 2235.542, "eval_steps_per_second": 10.959, "step": 15 }, { "epoch": 2.0, "grad_norm": 1.8617336750030518, "learning_rate": 4.8e-05, "loss": 0.579, "step": 30 }, { "epoch": 2.0, "eval_accuracy": 0.6813725490196079, "eval_combined_score": 0.7351667939903235, "eval_f1": 0.788961038961039, "eval_loss": 0.5913755893707275, "eval_runtime": 0.257, "eval_samples_per_second": 1587.518, "eval_steps_per_second": 7.782, "step": 30 }, { "epoch": 3.0, "grad_norm": 1.4047906398773193, "learning_rate": 4.7e-05, "loss": 0.5138, "step": 45 }, { "epoch": 3.0, "eval_accuracy": 0.696078431372549, "eval_combined_score": 0.7486802413273002, "eval_f1": 0.8012820512820513, "eval_loss": 0.620290994644165, "eval_runtime": 0.1934, "eval_samples_per_second": 2109.66, "eval_steps_per_second": 10.341, "step": 45 }, { "epoch": 4.0, "grad_norm": 4.039705753326416, "learning_rate": 4.600000000000001e-05, "loss": 0.4172, "step": 60 }, { "epoch": 4.0, "eval_accuracy": 0.6764705882352942, "eval_combined_score": 0.7282352941176471, "eval_f1": 0.78, "eval_loss": 0.7218132615089417, "eval_runtime": 0.1838, "eval_samples_per_second": 2220.369, "eval_steps_per_second": 10.884, "step": 60 }, { "epoch": 5.0, "grad_norm": 4.445235252380371, "learning_rate": 4.5e-05, "loss": 0.2715, "step": 75 }, { "epoch": 5.0, "eval_accuracy": 0.6127450980392157, "eval_combined_score": 0.6508607379959859, "eval_f1": 0.6889763779527559, "eval_loss": 1.0093188285827637, "eval_runtime": 0.1838, "eval_samples_per_second": 2219.565, "eval_steps_per_second": 10.88, "step": 75 }, { "epoch": 6.0, "grad_norm": 3.9740326404571533, "learning_rate": 4.4000000000000006e-05, "loss": 0.1628, "step": 90 }, { "epoch": 6.0, "eval_accuracy": 0.6102941176470589, "eval_combined_score": 0.6519678680720844, "eval_f1": 0.6936416184971098, "eval_loss": 1.115601897239685, "eval_runtime": 0.1847, "eval_samples_per_second": 2209.278, "eval_steps_per_second": 10.83, "step": 90 }, { "epoch": 7.0, "grad_norm": 6.120091438293457, "learning_rate": 4.3e-05, "loss": 0.0908, "step": 105 }, { "epoch": 7.0, "eval_accuracy": 0.6495098039215687, "eval_combined_score": 0.7008380908689299, "eval_f1": 0.7521663778162911, "eval_loss": 1.407080054283142, "eval_runtime": 0.2105, "eval_samples_per_second": 1938.306, "eval_steps_per_second": 9.501, "step": 105 }, { "epoch": 7.0, "step": 105, "total_flos": 1700616463945728.0, "train_loss": 0.3805481899352301, "train_runtime": 34.6829, "train_samples_per_second": 5287.907, "train_steps_per_second": 21.624 } ], "logging_steps": 1, "max_steps": 750, "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": 1700616463945728.0, "train_batch_size": 256, "trial_name": null, "trial_params": null }