{ "best_metric": 0.04133550822734833, "best_model_checkpoint": "data/models/chemical/final/checkpoint-20571", "epoch": 1.0, "global_step": 20571, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.02, "learning_rate": 9.922807350153128e-05, "loss": 0.094, "step": 500 }, { "epoch": 0.05, "learning_rate": 9.675614700306256e-05, "loss": 0.0704, "step": 1000 }, { "epoch": 0.07, "learning_rate": 9.428422050459385e-05, "loss": 0.0626, "step": 1500 }, { "epoch": 0.1, "learning_rate": 9.181229400612513e-05, "loss": 0.0621, "step": 2000 }, { "epoch": 0.12, "learning_rate": 8.934036750765641e-05, "loss": 0.0586, "step": 2500 }, { "epoch": 0.15, "learning_rate": 8.68684410091877e-05, "loss": 0.0535, "step": 3000 }, { "epoch": 0.17, "learning_rate": 8.439651451071898e-05, "loss": 0.0553, "step": 3500 }, { "epoch": 0.19, "learning_rate": 8.192458801225026e-05, "loss": 0.0514, "step": 4000 }, { "epoch": 0.22, "learning_rate": 7.945266151378155e-05, "loss": 0.0513, "step": 4500 }, { "epoch": 0.24, "learning_rate": 7.698073501531283e-05, "loss": 0.0497, "step": 5000 }, { "epoch": 0.27, "learning_rate": 7.45088085168441e-05, "loss": 0.0466, "step": 5500 }, { "epoch": 0.29, "learning_rate": 7.203688201837538e-05, "loss": 0.0481, "step": 6000 }, { "epoch": 0.32, "learning_rate": 6.956495551990666e-05, "loss": 0.0433, "step": 6500 }, { "epoch": 0.34, "learning_rate": 6.709302902143795e-05, "loss": 0.0442, "step": 7000 }, { "epoch": 0.36, "learning_rate": 6.462110252296923e-05, "loss": 0.0471, "step": 7500 }, { "epoch": 0.39, "learning_rate": 6.214917602450051e-05, "loss": 0.0451, "step": 8000 }, { "epoch": 0.41, "learning_rate": 5.96772495260318e-05, "loss": 0.0428, "step": 8500 }, { "epoch": 0.44, "learning_rate": 5.720532302756308e-05, "loss": 0.0406, "step": 9000 }, { "epoch": 0.46, "learning_rate": 5.473339652909436e-05, "loss": 0.0448, "step": 9500 }, { "epoch": 0.49, "learning_rate": 5.226147003062564e-05, "loss": 0.0413, "step": 10000 }, { "epoch": 0.51, "learning_rate": 4.9789543532156925e-05, "loss": 0.0408, "step": 10500 }, { "epoch": 0.53, "learning_rate": 4.7317617033688203e-05, "loss": 0.0386, "step": 11000 }, { "epoch": 0.56, "learning_rate": 4.484569053521948e-05, "loss": 0.0402, "step": 11500 }, { "epoch": 0.58, "learning_rate": 4.2373764036750766e-05, "loss": 0.0365, "step": 12000 }, { "epoch": 0.61, "learning_rate": 3.990183753828205e-05, "loss": 0.038, "step": 12500 }, { "epoch": 0.63, "learning_rate": 3.742991103981333e-05, "loss": 0.0346, "step": 13000 }, { "epoch": 0.66, "learning_rate": 3.4957984541344614e-05, "loss": 0.0356, "step": 13500 }, { "epoch": 0.68, "learning_rate": 3.248605804287589e-05, "loss": 0.0346, "step": 14000 }, { "epoch": 0.7, "learning_rate": 3.0014131544407173e-05, "loss": 0.0304, "step": 14500 }, { "epoch": 0.73, "learning_rate": 2.754220504593846e-05, "loss": 0.0334, "step": 15000 }, { "epoch": 0.75, "learning_rate": 2.5070278547469743e-05, "loss": 0.0312, "step": 15500 }, { "epoch": 0.78, "learning_rate": 2.259835204900102e-05, "loss": 0.0333, "step": 16000 }, { "epoch": 0.8, "learning_rate": 2.0126425550532302e-05, "loss": 0.0321, "step": 16500 }, { "epoch": 0.83, "learning_rate": 1.7654499052063587e-05, "loss": 0.0338, "step": 17000 }, { "epoch": 0.85, "learning_rate": 1.5182572553594867e-05, "loss": 0.0309, "step": 17500 }, { "epoch": 0.88, "learning_rate": 1.271064605512615e-05, "loss": 0.0295, "step": 18000 }, { "epoch": 0.9, "learning_rate": 1.023871955665743e-05, "loss": 0.0281, "step": 18500 }, { "epoch": 0.92, "learning_rate": 7.766793058188713e-06, "loss": 0.0303, "step": 19000 }, { "epoch": 0.95, "learning_rate": 5.294866559719994e-06, "loss": 0.0294, "step": 19500 }, { "epoch": 0.97, "learning_rate": 2.822940061251276e-06, "loss": 0.0274, "step": 20000 }, { "epoch": 1.0, "learning_rate": 3.51013562782558e-07, "loss": 0.0283, "step": 20500 }, { "epoch": 1.0, "eval_accuracy": 0.9787234042553191, "eval_f1": 0.9333333333333333, "eval_loss": 0.04133550822734833, "eval_precision": 1.0, "eval_recall": 0.875, "eval_runtime": 5.3542, "eval_samples_per_second": 0.747, "eval_steps_per_second": 0.187, "step": 20571 } ], "max_steps": 20571, "num_train_epochs": 1, "total_flos": 8.6000072575104e+16, "trial_name": null, "trial_params": null }