{ "best_metric": 1.7354482412338257, "best_model_checkpoint": "miner_id_24/checkpoint-25", "epoch": 0.01994813484939158, "eval_steps": 5, "global_step": 25, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0007979253939756633, "grad_norm": 2.8758528232574463, "learning_rate": 2e-05, "loss": 3.5275, "step": 1 }, { "epoch": 0.0007979253939756633, "eval_loss": 3.5597481727600098, "eval_runtime": 112.8506, "eval_samples_per_second": 4.679, "eval_steps_per_second": 2.339, "step": 1 }, { "epoch": 0.0015958507879513266, "grad_norm": 2.3059797286987305, "learning_rate": 4e-05, "loss": 3.7981, "step": 2 }, { "epoch": 0.0023937761819269898, "grad_norm": 2.3253207206726074, "learning_rate": 6e-05, "loss": 3.4762, "step": 3 }, { "epoch": 0.003191701575902653, "grad_norm": 3.0633058547973633, "learning_rate": 8e-05, "loss": 4.314, "step": 4 }, { "epoch": 0.003989626969878316, "grad_norm": 2.5281550884246826, "learning_rate": 0.0001, "loss": 3.6369, "step": 5 }, { "epoch": 0.003989626969878316, "eval_loss": 3.4488863945007324, "eval_runtime": 113.3494, "eval_samples_per_second": 4.658, "eval_steps_per_second": 2.329, "step": 5 }, { "epoch": 0.0047875523638539795, "grad_norm": 2.609208822250366, "learning_rate": 0.00012, "loss": 3.4644, "step": 6 }, { "epoch": 0.005585477757829643, "grad_norm": 3.4844303131103516, "learning_rate": 0.00014, "loss": 3.608, "step": 7 }, { "epoch": 0.006383403151805306, "grad_norm": 4.003000736236572, "learning_rate": 0.00016, "loss": 3.1775, "step": 8 }, { "epoch": 0.00718132854578097, "grad_norm": 2.684307813644409, "learning_rate": 0.00018, "loss": 2.7451, "step": 9 }, { "epoch": 0.007979253939756632, "grad_norm": 3.117142677307129, "learning_rate": 0.0002, "loss": 2.7653, "step": 10 }, { "epoch": 0.007979253939756632, "eval_loss": 2.5102765560150146, "eval_runtime": 112.4497, "eval_samples_per_second": 4.695, "eval_steps_per_second": 2.348, "step": 10 }, { "epoch": 0.008777179333732297, "grad_norm": 3.2941677570343018, "learning_rate": 0.00019781476007338058, "loss": 2.6612, "step": 11 }, { "epoch": 0.009575104727707959, "grad_norm": 3.6355504989624023, "learning_rate": 0.0001913545457642601, "loss": 2.4075, "step": 12 }, { "epoch": 0.010373030121683623, "grad_norm": 3.447693109512329, "learning_rate": 0.00018090169943749476, "loss": 1.7719, "step": 13 }, { "epoch": 0.011170955515659286, "grad_norm": 4.26869010925293, "learning_rate": 0.00016691306063588583, "loss": 2.0118, "step": 14 }, { "epoch": 0.011968880909634948, "grad_norm": 4.2341389656066895, "learning_rate": 0.00015000000000000001, "loss": 1.9992, "step": 15 }, { "epoch": 0.011968880909634948, "eval_loss": 1.9001727104187012, "eval_runtime": 111.7285, "eval_samples_per_second": 4.726, "eval_steps_per_second": 2.363, "step": 15 }, { "epoch": 0.012766806303610613, "grad_norm": 3.968799352645874, "learning_rate": 0.00013090169943749476, "loss": 2.0193, "step": 16 }, { "epoch": 0.013564731697586275, "grad_norm": 4.071308612823486, "learning_rate": 0.00011045284632676536, "loss": 1.7212, "step": 17 }, { "epoch": 0.01436265709156194, "grad_norm": 2.9081594944000244, "learning_rate": 8.954715367323468e-05, "loss": 1.5923, "step": 18 }, { "epoch": 0.015160582485537602, "grad_norm": 2.9626481533050537, "learning_rate": 6.909830056250527e-05, "loss": 1.7981, "step": 19 }, { "epoch": 0.015958507879513265, "grad_norm": 3.4484167098999023, "learning_rate": 5.000000000000002e-05, "loss": 1.4806, "step": 20 }, { "epoch": 0.015958507879513265, "eval_loss": 1.7614365816116333, "eval_runtime": 114.7069, "eval_samples_per_second": 4.603, "eval_steps_per_second": 2.302, "step": 20 }, { "epoch": 0.016756433273488927, "grad_norm": 3.320969581604004, "learning_rate": 3.308693936411421e-05, "loss": 1.9593, "step": 21 }, { "epoch": 0.017554358667464593, "grad_norm": 3.7878010272979736, "learning_rate": 1.9098300562505266e-05, "loss": 2.0258, "step": 22 }, { "epoch": 0.018352284061440256, "grad_norm": 2.8557920455932617, "learning_rate": 8.645454235739903e-06, "loss": 1.6035, "step": 23 }, { "epoch": 0.019150209455415918, "grad_norm": 3.2410473823547363, "learning_rate": 2.1852399266194314e-06, "loss": 1.8767, "step": 24 }, { "epoch": 0.01994813484939158, "grad_norm": 2.478067636489868, "learning_rate": 0.0, "loss": 1.454, "step": 25 }, { "epoch": 0.01994813484939158, "eval_loss": 1.7354482412338257, "eval_runtime": 110.8877, "eval_samples_per_second": 4.762, "eval_steps_per_second": 2.381, "step": 25 } ], "logging_steps": 1, "max_steps": 25, "num_input_tokens_seen": 0, "num_train_epochs": 1, "save_steps": 10, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 2, "early_stopping_threshold": 0.0 }, "attributes": { "early_stopping_patience_counter": 0 } }, "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 4623910620364800.0, "train_batch_size": 2, "trial_name": null, "trial_params": null }