{ "best_global_step": 69, "best_metric": 2.2658326625823975, "best_model_checkpoint": "distilbert_rand_5_v2_stsb/checkpoint-69", "epoch": 8.0, "eval_steps": 500, "global_step": 184, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 5.0608110427856445, "learning_rate": 4.9e-05, "loss": 2.6404, "step": 23 }, { "epoch": 1.0, "eval_combined_score": 0.11699342039692526, "eval_loss": 2.41465425491333, "eval_pearson": 0.12565635781319812, "eval_runtime": 0.6424, "eval_samples_per_second": 2335.013, "eval_spearmanr": 0.10833048298065238, "eval_steps_per_second": 9.34, "step": 23 }, { "epoch": 2.0, "grad_norm": 5.66240930557251, "learning_rate": 4.8e-05, "loss": 1.8953, "step": 46 }, { "epoch": 2.0, "eval_combined_score": 0.1914796307307736, "eval_loss": 2.4776315689086914, "eval_pearson": 0.20277521257509618, "eval_runtime": 0.6517, "eval_samples_per_second": 2301.755, "eval_spearmanr": 0.180184048886451, "eval_steps_per_second": 9.207, "step": 46 }, { "epoch": 3.0, "grad_norm": 7.03953218460083, "learning_rate": 4.7e-05, "loss": 1.6258, "step": 69 }, { "epoch": 3.0, "eval_combined_score": 0.27922213217540587, "eval_loss": 2.2658326625823975, "eval_pearson": 0.28594795822205954, "eval_runtime": 0.6249, "eval_samples_per_second": 2400.384, "eval_spearmanr": 0.2724963061287522, "eval_steps_per_second": 9.602, "step": 69 }, { "epoch": 4.0, "grad_norm": 9.639275550842285, "learning_rate": 4.600000000000001e-05, "loss": 1.3145, "step": 92 }, { "epoch": 4.0, "eval_combined_score": 0.32255239461739416, "eval_loss": 2.3222312927246094, "eval_pearson": 0.3224380385194155, "eval_runtime": 0.6167, "eval_samples_per_second": 2432.496, "eval_spearmanr": 0.3226667507153729, "eval_steps_per_second": 9.73, "step": 92 }, { "epoch": 5.0, "grad_norm": 10.404162406921387, "learning_rate": 4.5e-05, "loss": 0.9743, "step": 115 }, { "epoch": 5.0, "eval_combined_score": 0.317422126291488, "eval_loss": 2.4189276695251465, "eval_pearson": 0.3225324801153353, "eval_runtime": 0.6533, "eval_samples_per_second": 2295.945, "eval_spearmanr": 0.3123117724676408, "eval_steps_per_second": 9.184, "step": 115 }, { "epoch": 6.0, "grad_norm": 12.562041282653809, "learning_rate": 4.4000000000000006e-05, "loss": 0.7528, "step": 138 }, { "epoch": 6.0, "eval_combined_score": 0.3305215504599094, "eval_loss": 2.4691739082336426, "eval_pearson": 0.33259118628799356, "eval_runtime": 0.6654, "eval_samples_per_second": 2254.382, "eval_spearmanr": 0.3284519146318252, "eval_steps_per_second": 9.018, "step": 138 }, { "epoch": 7.0, "grad_norm": 9.112942695617676, "learning_rate": 4.3e-05, "loss": 0.5989, "step": 161 }, { "epoch": 7.0, "eval_combined_score": 0.360745901774201, "eval_loss": 2.382098436355591, "eval_pearson": 0.36246744992255747, "eval_runtime": 0.6361, "eval_samples_per_second": 2358.195, "eval_spearmanr": 0.35902435362584456, "eval_steps_per_second": 9.433, "step": 161 }, { "epoch": 8.0, "grad_norm": 23.918201446533203, "learning_rate": 4.2e-05, "loss": 0.4902, "step": 184 }, { "epoch": 8.0, "eval_combined_score": 0.36350579676169986, "eval_loss": 2.4664862155914307, "eval_pearson": 0.36518619089227783, "eval_runtime": 0.6496, "eval_samples_per_second": 2309.002, "eval_spearmanr": 0.3618254026311219, "eval_steps_per_second": 9.236, "step": 184 }, { "epoch": 8.0, "step": 184, "total_flos": 3046165974478848.0, "train_loss": 1.2865250680757605, "train_runtime": 58.9398, "train_samples_per_second": 4877.013, "train_steps_per_second": 19.511 } ], "logging_steps": 1, "max_steps": 1150, "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": 3046165974478848.0, "train_batch_size": 256, "trial_name": null, "trial_params": null }