{ "best_metric": 1.1214191913604736, "best_model_checkpoint": "miner_id_24/checkpoint-50", "epoch": 1.7094017094017095, "eval_steps": 25, "global_step": 50, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.03418803418803419, "grad_norm": 0.2988312244415283, "learning_rate": 5e-05, "loss": 1.2226, "step": 1 }, { "epoch": 0.03418803418803419, "eval_loss": 1.4675167798995972, "eval_runtime": 4.3738, "eval_samples_per_second": 11.432, "eval_steps_per_second": 2.972, "step": 1 }, { "epoch": 0.06837606837606838, "grad_norm": 0.3762068450450897, "learning_rate": 0.0001, "loss": 1.3575, "step": 2 }, { "epoch": 0.10256410256410256, "grad_norm": 0.34955811500549316, "learning_rate": 9.990365154573717e-05, "loss": 1.3862, "step": 3 }, { "epoch": 0.13675213675213677, "grad_norm": 0.31197699904441833, "learning_rate": 9.961501876182148e-05, "loss": 1.4178, "step": 4 }, { "epoch": 0.17094017094017094, "grad_norm": 0.3087909519672394, "learning_rate": 9.913533761814537e-05, "loss": 1.5246, "step": 5 }, { "epoch": 0.20512820512820512, "grad_norm": 0.4185367226600647, "learning_rate": 9.846666218300807e-05, "loss": 1.4635, "step": 6 }, { "epoch": 0.23931623931623933, "grad_norm": 0.5750315189361572, "learning_rate": 9.761185582727977e-05, "loss": 1.5082, "step": 7 }, { "epoch": 0.27350427350427353, "grad_norm": 0.2336602360010147, "learning_rate": 9.657457896300791e-05, "loss": 1.1033, "step": 8 }, { "epoch": 0.3076923076923077, "grad_norm": 0.287830650806427, "learning_rate": 9.535927336897098e-05, "loss": 1.1973, "step": 9 }, { "epoch": 0.3418803418803419, "grad_norm": 0.2674714922904968, "learning_rate": 9.397114317029975e-05, "loss": 1.222, "step": 10 }, { "epoch": 0.37606837606837606, "grad_norm": 0.25346049666404724, "learning_rate": 9.241613255361455e-05, "loss": 1.253, "step": 11 }, { "epoch": 0.41025641025641024, "grad_norm": 0.21440570056438446, "learning_rate": 9.070090031310558e-05, "loss": 1.3487, "step": 12 }, { "epoch": 0.4444444444444444, "grad_norm": 0.2532978057861328, "learning_rate": 8.883279133655399e-05, "loss": 1.4545, "step": 13 }, { "epoch": 0.47863247863247865, "grad_norm": 0.32231229543685913, "learning_rate": 8.681980515339464e-05, "loss": 1.2921, "step": 14 }, { "epoch": 0.5128205128205128, "grad_norm": 0.19004948437213898, "learning_rate": 8.467056167950311e-05, "loss": 1.0338, "step": 15 }, { "epoch": 0.5470085470085471, "grad_norm": 0.18553921580314636, "learning_rate": 8.239426430539243e-05, "loss": 1.0948, "step": 16 }, { "epoch": 0.5811965811965812, "grad_norm": 0.19556188583374023, "learning_rate": 8.000066048588211e-05, "loss": 1.1281, "step": 17 }, { "epoch": 0.6153846153846154, "grad_norm": 0.17468686401844025, "learning_rate": 7.75e-05, "loss": 1.134, "step": 18 }, { "epoch": 0.6495726495726496, "grad_norm": 0.1991303265094757, "learning_rate": 7.490299105985507e-05, "loss": 1.2072, "step": 19 }, { "epoch": 0.6837606837606838, "grad_norm": 0.2916496992111206, "learning_rate": 7.222075445642904e-05, "loss": 1.3551, "step": 20 }, { "epoch": 0.717948717948718, "grad_norm": 0.37694287300109863, "learning_rate": 6.946477593864228e-05, "loss": 1.2496, "step": 21 }, { "epoch": 0.7521367521367521, "grad_norm": 0.22110816836357117, "learning_rate": 6.664685702961344e-05, "loss": 1.003, "step": 22 }, { "epoch": 0.7863247863247863, "grad_norm": 0.1419420689344406, "learning_rate": 6.377906449072578e-05, "loss": 1.0724, "step": 23 }, { "epoch": 0.8205128205128205, "grad_norm": 0.15798337757587433, "learning_rate": 6.087367864990233e-05, "loss": 1.1146, "step": 24 }, { "epoch": 0.8547008547008547, "grad_norm": 0.1763513833284378, "learning_rate": 5.794314081535644e-05, "loss": 1.0922, "step": 25 }, { "epoch": 0.8547008547008547, "eval_loss": 1.165574312210083, "eval_runtime": 4.4455, "eval_samples_per_second": 11.247, "eval_steps_per_second": 2.924, "step": 25 }, { "epoch": 0.8888888888888888, "grad_norm": 0.18219228088855743, "learning_rate": 5.500000000000001e-05, "loss": 1.1871, "step": 26 }, { "epoch": 0.9230769230769231, "grad_norm": 0.23712663352489471, "learning_rate": 5.205685918464356e-05, "loss": 1.2762, "step": 27 }, { "epoch": 0.9572649572649573, "grad_norm": 0.26627615094184875, "learning_rate": 4.912632135009769e-05, "loss": 1.23, "step": 28 }, { "epoch": 0.9914529914529915, "grad_norm": 0.48001009225845337, "learning_rate": 4.6220935509274235e-05, "loss": 1.2439, "step": 29 }, { "epoch": 1.0256410256410255, "grad_norm": 0.3259235918521881, "learning_rate": 4.3353142970386564e-05, "loss": 1.9017, "step": 30 }, { "epoch": 1.0598290598290598, "grad_norm": 0.1634763777256012, "learning_rate": 4.053522406135775e-05, "loss": 1.0099, "step": 31 }, { "epoch": 1.0940170940170941, "grad_norm": 0.18364383280277252, "learning_rate": 3.777924554357096e-05, "loss": 1.074, "step": 32 }, { "epoch": 1.1282051282051282, "grad_norm": 0.17964854836463928, "learning_rate": 3.509700894014496e-05, "loss": 1.1117, "step": 33 }, { "epoch": 1.1623931623931625, "grad_norm": 0.21416999399662018, "learning_rate": 3.250000000000001e-05, "loss": 1.1686, "step": 34 }, { "epoch": 1.1965811965811965, "grad_norm": 0.2810254693031311, "learning_rate": 2.9999339514117912e-05, "loss": 1.2991, "step": 35 }, { "epoch": 1.2307692307692308, "grad_norm": 0.37248972058296204, "learning_rate": 2.760573569460757e-05, "loss": 1.1737, "step": 36 }, { "epoch": 1.264957264957265, "grad_norm": 0.18982478976249695, "learning_rate": 2.53294383204969e-05, "loss": 0.9194, "step": 37 }, { "epoch": 1.2991452991452992, "grad_norm": 0.16235685348510742, "learning_rate": 2.3180194846605367e-05, "loss": 1.0365, "step": 38 }, { "epoch": 1.3333333333333333, "grad_norm": 0.16103604435920715, "learning_rate": 2.1167208663446025e-05, "loss": 1.023, "step": 39 }, { "epoch": 1.3675213675213675, "grad_norm": 0.17420010268688202, "learning_rate": 1.9299099686894423e-05, "loss": 1.0827, "step": 40 }, { "epoch": 1.4017094017094016, "grad_norm": 0.22135403752326965, "learning_rate": 1.758386744638546e-05, "loss": 1.1882, "step": 41 }, { "epoch": 1.435897435897436, "grad_norm": 0.3032638430595398, "learning_rate": 1.602885682970026e-05, "loss": 1.2978, "step": 42 }, { "epoch": 1.4700854700854702, "grad_norm": 0.27858826518058777, "learning_rate": 1.464072663102903e-05, "loss": 1.1255, "step": 43 }, { "epoch": 1.5042735042735043, "grad_norm": 0.17081612348556519, "learning_rate": 1.3425421036992098e-05, "loss": 0.8, "step": 44 }, { "epoch": 1.5384615384615383, "grad_norm": 0.16506823897361755, "learning_rate": 1.2388144172720251e-05, "loss": 1.1665, "step": 45 }, { "epoch": 1.5726495726495726, "grad_norm": 0.14897824823856354, "learning_rate": 1.1533337816991932e-05, "loss": 1.0224, "step": 46 }, { "epoch": 1.606837606837607, "grad_norm": 0.1740272492170334, "learning_rate": 1.0864662381854632e-05, "loss": 1.0301, "step": 47 }, { "epoch": 1.641025641025641, "grad_norm": 0.18550682067871094, "learning_rate": 1.0384981238178534e-05, "loss": 1.1196, "step": 48 }, { "epoch": 1.6752136752136753, "grad_norm": 0.2793455421924591, "learning_rate": 1.0096348454262845e-05, "loss": 1.2703, "step": 49 }, { "epoch": 1.7094017094017095, "grad_norm": 0.2792409360408783, "learning_rate": 1e-05, "loss": 1.1318, "step": 50 }, { "epoch": 1.7094017094017095, "eval_loss": 1.1214191913604736, "eval_runtime": 4.431, "eval_samples_per_second": 11.284, "eval_steps_per_second": 2.934, "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": 2.6566376489064858e+17, "train_batch_size": 2, "trial_name": null, "trial_params": null }