{ "best_metric": 0.7005918622016907, "best_model_checkpoint": "data/Llama-31-8B_task-2_120-samples_config-2/checkpoint-44", "epoch": 14.909090909090908, "eval_steps": 500, "global_step": 82, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.18181818181818182, "grad_norm": 0.7674039006233215, "learning_rate": 4.000000000000001e-06, "loss": 1.1716, "step": 1 }, { "epoch": 0.36363636363636365, "grad_norm": 0.6510034799575806, "learning_rate": 8.000000000000001e-06, "loss": 1.0331, "step": 2 }, { "epoch": 0.7272727272727273, "grad_norm": 0.6953703761100769, "learning_rate": 1.6000000000000003e-05, "loss": 1.1488, "step": 4 }, { "epoch": 0.9090909090909091, "eval_loss": 1.0946769714355469, "eval_runtime": 24.375, "eval_samples_per_second": 0.985, "eval_steps_per_second": 0.985, "step": 5 }, { "epoch": 1.0909090909090908, "grad_norm": 0.6922580003738403, "learning_rate": 2.4e-05, "loss": 1.0495, "step": 6 }, { "epoch": 1.4545454545454546, "grad_norm": 0.6589558720588684, "learning_rate": 3.2000000000000005e-05, "loss": 1.0749, "step": 8 }, { "epoch": 1.8181818181818183, "grad_norm": 0.5799499154090881, "learning_rate": 4e-05, "loss": 1.0165, "step": 10 }, { "epoch": 2.0, "eval_loss": 0.9406652450561523, "eval_runtime": 24.3572, "eval_samples_per_second": 0.985, "eval_steps_per_second": 0.985, "step": 11 }, { "epoch": 2.1818181818181817, "grad_norm": 0.3963906466960907, "learning_rate": 4.8e-05, "loss": 0.8875, "step": 12 }, { "epoch": 2.5454545454545454, "grad_norm": 0.27924686670303345, "learning_rate": 5.6000000000000006e-05, "loss": 0.9195, "step": 14 }, { "epoch": 2.909090909090909, "grad_norm": 0.30913951992988586, "learning_rate": 6.400000000000001e-05, "loss": 0.8171, "step": 16 }, { "epoch": 2.909090909090909, "eval_loss": 0.8598155379295349, "eval_runtime": 24.3523, "eval_samples_per_second": 0.986, "eval_steps_per_second": 0.986, "step": 16 }, { "epoch": 3.2727272727272725, "grad_norm": 0.33593547344207764, "learning_rate": 7.2e-05, "loss": 0.8588, "step": 18 }, { "epoch": 3.6363636363636362, "grad_norm": 0.3248369097709656, "learning_rate": 8e-05, "loss": 0.7836, "step": 20 }, { "epoch": 4.0, "grad_norm": 0.2768213152885437, "learning_rate": 8.800000000000001e-05, "loss": 0.7886, "step": 22 }, { "epoch": 4.0, "eval_loss": 0.7891804575920105, "eval_runtime": 24.3631, "eval_samples_per_second": 0.985, "eval_steps_per_second": 0.985, "step": 22 }, { "epoch": 4.363636363636363, "grad_norm": 0.2458682656288147, "learning_rate": 9.6e-05, "loss": 0.7524, "step": 24 }, { "epoch": 4.7272727272727275, "grad_norm": 0.23660539090633392, "learning_rate": 9.999512620046522e-05, "loss": 0.7586, "step": 26 }, { "epoch": 4.909090909090909, "eval_loss": 0.753984272480011, "eval_runtime": 24.3522, "eval_samples_per_second": 0.986, "eval_steps_per_second": 0.986, "step": 27 }, { "epoch": 5.090909090909091, "grad_norm": 0.21786364912986755, "learning_rate": 9.995614150494293e-05, "loss": 0.6762, "step": 28 }, { "epoch": 5.454545454545454, "grad_norm": 0.23146505653858185, "learning_rate": 9.987820251299122e-05, "loss": 0.7117, "step": 30 }, { "epoch": 5.818181818181818, "grad_norm": 0.2580190896987915, "learning_rate": 9.976136999909156e-05, "loss": 0.6893, "step": 32 }, { "epoch": 6.0, "eval_loss": 0.7249401211738586, "eval_runtime": 24.3561, "eval_samples_per_second": 0.985, "eval_steps_per_second": 0.985, "step": 33 }, { "epoch": 6.181818181818182, "grad_norm": 0.20970988273620605, "learning_rate": 9.96057350657239e-05, "loss": 0.6552, "step": 34 }, { "epoch": 6.545454545454545, "grad_norm": 0.23407581448554993, "learning_rate": 9.941141907232765e-05, "loss": 0.6272, "step": 36 }, { "epoch": 6.909090909090909, "grad_norm": 0.24965035915374756, "learning_rate": 9.917857354066931e-05, "loss": 0.6344, "step": 38 }, { "epoch": 6.909090909090909, "eval_loss": 0.7065951228141785, "eval_runtime": 24.3589, "eval_samples_per_second": 0.985, "eval_steps_per_second": 0.985, "step": 38 }, { "epoch": 7.2727272727272725, "grad_norm": 0.2688140869140625, "learning_rate": 9.890738003669029e-05, "loss": 0.6011, "step": 40 }, { "epoch": 7.636363636363637, "grad_norm": 0.24507106840610504, "learning_rate": 9.859805002892732e-05, "loss": 0.5704, "step": 42 }, { "epoch": 8.0, "grad_norm": 0.29102611541748047, "learning_rate": 9.825082472361557e-05, "loss": 0.5774, "step": 44 }, { "epoch": 8.0, "eval_loss": 0.7005918622016907, "eval_runtime": 24.3547, "eval_samples_per_second": 0.985, "eval_steps_per_second": 0.985, "step": 44 }, { "epoch": 8.363636363636363, "grad_norm": 0.2889251112937927, "learning_rate": 9.786597487660337e-05, "loss": 0.5231, "step": 46 }, { "epoch": 8.727272727272727, "grad_norm": 0.3169316053390503, "learning_rate": 9.744380058222483e-05, "loss": 0.5214, "step": 48 }, { "epoch": 8.909090909090908, "eval_loss": 0.7153194546699524, "eval_runtime": 24.3541, "eval_samples_per_second": 0.985, "eval_steps_per_second": 0.985, "step": 49 }, { "epoch": 9.090909090909092, "grad_norm": 0.38805821537971497, "learning_rate": 9.698463103929542e-05, "loss": 0.5063, "step": 50 }, { "epoch": 9.454545454545455, "grad_norm": 0.3671804964542389, "learning_rate": 9.648882429441257e-05, "loss": 0.4467, "step": 52 }, { "epoch": 9.818181818181818, "grad_norm": 0.4408819079399109, "learning_rate": 9.595676696276172e-05, "loss": 0.4418, "step": 54 }, { "epoch": 10.0, "eval_loss": 0.7320634722709656, "eval_runtime": 24.3563, "eval_samples_per_second": 0.985, "eval_steps_per_second": 0.985, "step": 55 }, { "epoch": 10.181818181818182, "grad_norm": 0.43601396679878235, "learning_rate": 9.538887392664544e-05, "loss": 0.4178, "step": 56 }, { "epoch": 10.545454545454545, "grad_norm": 0.4430766701698303, "learning_rate": 9.478558801197065e-05, "loss": 0.3666, "step": 58 }, { "epoch": 10.909090909090908, "grad_norm": 0.7093108892440796, "learning_rate": 9.414737964294636e-05, "loss": 0.3485, "step": 60 }, { "epoch": 10.909090909090908, "eval_loss": 0.8033430576324463, "eval_runtime": 24.358, "eval_samples_per_second": 0.985, "eval_steps_per_second": 0.985, "step": 60 }, { "epoch": 11.272727272727273, "grad_norm": 0.6464765071868896, "learning_rate": 9.347474647526095e-05, "loss": 0.2912, "step": 62 }, { "epoch": 11.636363636363637, "grad_norm": 0.8268999457359314, "learning_rate": 9.276821300802534e-05, "loss": 0.2803, "step": 64 }, { "epoch": 12.0, "grad_norm": 0.6604214906692505, "learning_rate": 9.202833017478422e-05, "loss": 0.2374, "step": 66 }, { "epoch": 12.0, "eval_loss": 0.8848142027854919, "eval_runtime": 24.3559, "eval_samples_per_second": 0.985, "eval_steps_per_second": 0.985, "step": 66 }, { "epoch": 12.363636363636363, "grad_norm": 0.654966413974762, "learning_rate": 9.125567491391476e-05, "loss": 0.1974, "step": 68 }, { "epoch": 12.727272727272727, "grad_norm": 0.9196223616600037, "learning_rate": 9.045084971874738e-05, "loss": 0.1445, "step": 70 }, { "epoch": 12.909090909090908, "eval_loss": 1.002466082572937, "eval_runtime": 24.3624, "eval_samples_per_second": 0.985, "eval_steps_per_second": 0.985, "step": 71 }, { "epoch": 13.090909090909092, "grad_norm": 0.5715006589889526, "learning_rate": 8.961448216775954e-05, "loss": 0.1426, "step": 72 }, { "epoch": 13.454545454545455, "grad_norm": 0.6640578508377075, "learning_rate": 8.874722443520899e-05, "loss": 0.1189, "step": 74 }, { "epoch": 13.818181818181818, "grad_norm": 1.080757975578308, "learning_rate": 8.784975278258783e-05, "loss": 0.075, "step": 76 }, { "epoch": 14.0, "eval_loss": 1.309071660041809, "eval_runtime": 24.3569, "eval_samples_per_second": 0.985, "eval_steps_per_second": 0.985, "step": 77 }, { "epoch": 14.181818181818182, "grad_norm": 0.5289912223815918, "learning_rate": 8.692276703129421e-05, "loss": 0.0488, "step": 78 }, { "epoch": 14.545454545454545, "grad_norm": 0.5767114758491516, "learning_rate": 8.596699001693255e-05, "loss": 0.0553, "step": 80 }, { "epoch": 14.909090909090908, "grad_norm": 0.7736446857452393, "learning_rate": 8.498316702566828e-05, "loss": 0.0347, "step": 82 }, { "epoch": 14.909090909090908, "eval_loss": 1.3889188766479492, "eval_runtime": 24.3582, "eval_samples_per_second": 0.985, "eval_steps_per_second": 0.985, "step": 82 }, { "epoch": 14.909090909090908, "step": 82, "total_flos": 1.2546788251454669e+17, "train_loss": 0.558828686977305, "train_runtime": 4503.0164, "train_samples_per_second": 0.977, "train_steps_per_second": 0.056 } ], "logging_steps": 2, "max_steps": 250, "num_input_tokens_seen": 0, "num_train_epochs": 50, "save_steps": 25, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 7, "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": 1.2546788251454669e+17, "train_batch_size": 1, "trial_name": null, "trial_params": null }