{ "best_metric": 0.9392607808113098, "best_model_checkpoint": "miner_id_24/checkpoint-50", "epoch": 1.1943410275502606, "eval_steps": 25, "global_step": 50, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.023827252419955324, "grad_norm": 0.5301724076271057, "learning_rate": 5e-05, "loss": 1.8503, "step": 1 }, { "epoch": 0.023827252419955324, "eval_loss": 1.869744062423706, "eval_runtime": 3.9299, "eval_samples_per_second": 12.723, "eval_steps_per_second": 3.308, "step": 1 }, { "epoch": 0.04765450483991065, "grad_norm": 0.6033576130867004, "learning_rate": 0.0001, "loss": 1.8216, "step": 2 }, { "epoch": 0.07148175725986597, "grad_norm": 0.6661578416824341, "learning_rate": 9.990365154573717e-05, "loss": 1.7577, "step": 3 }, { "epoch": 0.0953090096798213, "grad_norm": 1.927734375, "learning_rate": 9.961501876182148e-05, "loss": 1.583, "step": 4 }, { "epoch": 0.11913626209977662, "grad_norm": 0.8361942768096924, "learning_rate": 9.913533761814537e-05, "loss": 1.3356, "step": 5 }, { "epoch": 0.14296351451973194, "grad_norm": 0.8832393288612366, "learning_rate": 9.846666218300807e-05, "loss": 1.1745, "step": 6 }, { "epoch": 0.16679076693968728, "grad_norm": 0.6611458659172058, "learning_rate": 9.761185582727977e-05, "loss": 1.1152, "step": 7 }, { "epoch": 0.1906180193596426, "grad_norm": 0.4512140154838562, "learning_rate": 9.657457896300791e-05, "loss": 1.0633, "step": 8 }, { "epoch": 0.2144452717795979, "grad_norm": 0.43131425976753235, "learning_rate": 9.535927336897098e-05, "loss": 0.8673, "step": 9 }, { "epoch": 0.23827252419955325, "grad_norm": 0.6786872148513794, "learning_rate": 9.397114317029975e-05, "loss": 0.9355, "step": 10 }, { "epoch": 0.26209977661950856, "grad_norm": 1.4149280786514282, "learning_rate": 9.241613255361455e-05, "loss": 1.6414, "step": 11 }, { "epoch": 0.2859270290394639, "grad_norm": 1.0948524475097656, "learning_rate": 9.070090031310558e-05, "loss": 1.4557, "step": 12 }, { "epoch": 0.3097542814594192, "grad_norm": 0.6199193596839905, "learning_rate": 8.883279133655399e-05, "loss": 1.2544, "step": 13 }, { "epoch": 0.33358153387937456, "grad_norm": 0.4825551509857178, "learning_rate": 8.681980515339464e-05, "loss": 1.1293, "step": 14 }, { "epoch": 0.3574087862993299, "grad_norm": 0.48133859038352966, "learning_rate": 8.467056167950311e-05, "loss": 1.0348, "step": 15 }, { "epoch": 0.3812360387192852, "grad_norm": 0.4450385272502899, "learning_rate": 8.239426430539243e-05, "loss": 0.8606, "step": 16 }, { "epoch": 0.4050632911392405, "grad_norm": 0.4208439290523529, "learning_rate": 8.000066048588211e-05, "loss": 0.9032, "step": 17 }, { "epoch": 0.4288905435591958, "grad_norm": 0.3791106939315796, "learning_rate": 7.75e-05, "loss": 0.8922, "step": 18 }, { "epoch": 0.4527177959791511, "grad_norm": 0.39627334475517273, "learning_rate": 7.490299105985507e-05, "loss": 0.9247, "step": 19 }, { "epoch": 0.4765450483991065, "grad_norm": 0.37859562039375305, "learning_rate": 7.222075445642904e-05, "loss": 0.708, "step": 20 }, { "epoch": 0.5003723008190618, "grad_norm": 0.5165320038795471, "learning_rate": 6.946477593864228e-05, "loss": 1.382, "step": 21 }, { "epoch": 0.5241995532390171, "grad_norm": 0.6610217690467834, "learning_rate": 6.664685702961344e-05, "loss": 1.4692, "step": 22 }, { "epoch": 0.5480268056589724, "grad_norm": 0.5120995044708252, "learning_rate": 6.377906449072578e-05, "loss": 1.3404, "step": 23 }, { "epoch": 0.5718540580789278, "grad_norm": 0.3750569820404053, "learning_rate": 6.087367864990233e-05, "loss": 1.1033, "step": 24 }, { "epoch": 0.5956813104988831, "grad_norm": 0.3585754632949829, "learning_rate": 5.794314081535644e-05, "loss": 0.9403, "step": 25 }, { "epoch": 0.5956813104988831, "eval_loss": 1.0111019611358643, "eval_runtime": 3.9918, "eval_samples_per_second": 12.526, "eval_steps_per_second": 3.257, "step": 25 }, { "epoch": 0.6195085629188384, "grad_norm": 0.4272650480270386, "learning_rate": 5.500000000000001e-05, "loss": 0.8835, "step": 26 }, { "epoch": 0.6433358153387937, "grad_norm": 0.4884018003940582, "learning_rate": 5.205685918464356e-05, "loss": 0.8979, "step": 27 }, { "epoch": 0.6671630677587491, "grad_norm": 0.4665274918079376, "learning_rate": 4.912632135009769e-05, "loss": 0.8445, "step": 28 }, { "epoch": 0.6909903201787044, "grad_norm": 0.47663161158561707, "learning_rate": 4.6220935509274235e-05, "loss": 0.822, "step": 29 }, { "epoch": 0.7148175725986597, "grad_norm": 0.4935821294784546, "learning_rate": 4.3353142970386564e-05, "loss": 0.7297, "step": 30 }, { "epoch": 0.7386448250186151, "grad_norm": 0.3330288231372833, "learning_rate": 4.053522406135775e-05, "loss": 1.1636, "step": 31 }, { "epoch": 0.7624720774385704, "grad_norm": 0.39705488085746765, "learning_rate": 3.777924554357096e-05, "loss": 1.4158, "step": 32 }, { "epoch": 0.7862993298585257, "grad_norm": 0.41890138387680054, "learning_rate": 3.509700894014496e-05, "loss": 1.2318, "step": 33 }, { "epoch": 0.810126582278481, "grad_norm": 0.4597773551940918, "learning_rate": 3.250000000000001e-05, "loss": 1.0762, "step": 34 }, { "epoch": 0.8339538346984363, "grad_norm": 0.4643116891384125, "learning_rate": 2.9999339514117912e-05, "loss": 0.9961, "step": 35 }, { "epoch": 0.8577810871183916, "grad_norm": 0.38791903853416443, "learning_rate": 2.760573569460757e-05, "loss": 0.8689, "step": 36 }, { "epoch": 0.8816083395383469, "grad_norm": 0.39262112975120544, "learning_rate": 2.53294383204969e-05, "loss": 0.8219, "step": 37 }, { "epoch": 0.9054355919583023, "grad_norm": 0.35502174496650696, "learning_rate": 2.3180194846605367e-05, "loss": 0.8349, "step": 38 }, { "epoch": 0.9292628443782577, "grad_norm": 0.3888930678367615, "learning_rate": 2.1167208663446025e-05, "loss": 0.9012, "step": 39 }, { "epoch": 0.953090096798213, "grad_norm": 0.3541257381439209, "learning_rate": 1.9299099686894423e-05, "loss": 0.7204, "step": 40 }, { "epoch": 0.9769173492181683, "grad_norm": 0.6055673360824585, "learning_rate": 1.758386744638546e-05, "loss": 0.6248, "step": 41 }, { "epoch": 1.003723008190618, "grad_norm": 0.3594631552696228, "learning_rate": 1.602885682970026e-05, "loss": 1.4831, "step": 42 }, { "epoch": 1.0275502606105733, "grad_norm": 0.31771546602249146, "learning_rate": 1.464072663102903e-05, "loss": 1.3284, "step": 43 }, { "epoch": 1.0513775130305287, "grad_norm": 0.3231451213359833, "learning_rate": 1.3425421036992098e-05, "loss": 1.1876, "step": 44 }, { "epoch": 1.075204765450484, "grad_norm": 0.29634058475494385, "learning_rate": 1.2388144172720251e-05, "loss": 1.1231, "step": 45 }, { "epoch": 1.0990320178704394, "grad_norm": 0.27380484342575073, "learning_rate": 1.1533337816991932e-05, "loss": 0.8992, "step": 46 }, { "epoch": 1.1228592702903946, "grad_norm": 0.32522863149642944, "learning_rate": 1.0864662381854632e-05, "loss": 0.7892, "step": 47 }, { "epoch": 1.14668652271035, "grad_norm": 0.3326983153820038, "learning_rate": 1.0384981238178534e-05, "loss": 0.8262, "step": 48 }, { "epoch": 1.1705137751303052, "grad_norm": 0.32248544692993164, "learning_rate": 1.0096348454262845e-05, "loss": 0.8126, "step": 49 }, { "epoch": 1.1943410275502606, "grad_norm": 0.3252665102481842, "learning_rate": 1e-05, "loss": 0.7998, "step": 50 }, { "epoch": 1.1943410275502606, "eval_loss": 0.9392607808113098, "eval_runtime": 3.9593, "eval_samples_per_second": 12.628, "eval_steps_per_second": 3.283, "step": 50 } ], "logging_steps": 1, "max_steps": 50, "num_input_tokens_seen": 0, "num_train_epochs": 2, "save_steps": 25, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 1, "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": 5.624057810649088e+17, "train_batch_size": 1, "trial_name": null, "trial_params": null }