{ "best_metric": 0.3060170114040375, "best_model_checkpoint": "miner_id_24/checkpoint-30", "epoch": 0.07393715341959335, "eval_steps": 5, "global_step": 40, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0018484288354898336, "grad_norm": 7.424246311187744, "learning_rate": 2e-05, "loss": 2.2815, "step": 1 }, { "epoch": 0.0018484288354898336, "eval_loss": 0.5765224099159241, "eval_runtime": 174.6364, "eval_samples_per_second": 1.306, "eval_steps_per_second": 0.653, "step": 1 }, { "epoch": 0.0036968576709796672, "grad_norm": 8.377918243408203, "learning_rate": 4e-05, "loss": 2.6385, "step": 2 }, { "epoch": 0.005545286506469501, "grad_norm": 6.679048538208008, "learning_rate": 6e-05, "loss": 2.1105, "step": 3 }, { "epoch": 0.0073937153419593345, "grad_norm": 6.829878807067871, "learning_rate": 8e-05, "loss": 1.7918, "step": 4 }, { "epoch": 0.009242144177449169, "grad_norm": 6.1202802658081055, "learning_rate": 0.0001, "loss": 1.5985, "step": 5 }, { "epoch": 0.009242144177449169, "eval_loss": 0.44307413697242737, "eval_runtime": 175.5501, "eval_samples_per_second": 1.299, "eval_steps_per_second": 0.649, "step": 5 }, { "epoch": 0.011090573012939002, "grad_norm": 6.970052719116211, "learning_rate": 0.00012, "loss": 2.1845, "step": 6 }, { "epoch": 0.012939001848428836, "grad_norm": 3.6210474967956543, "learning_rate": 0.00014, "loss": 1.6165, "step": 7 }, { "epoch": 0.014787430683918669, "grad_norm": 5.715263366699219, "learning_rate": 0.00016, "loss": 1.592, "step": 8 }, { "epoch": 0.0166358595194085, "grad_norm": 4.726752281188965, "learning_rate": 0.00018, "loss": 1.8184, "step": 9 }, { "epoch": 0.018484288354898338, "grad_norm": 3.724501609802246, "learning_rate": 0.0002, "loss": 1.2781, "step": 10 }, { "epoch": 0.018484288354898338, "eval_loss": 0.38599851727485657, "eval_runtime": 174.0489, "eval_samples_per_second": 1.31, "eval_steps_per_second": 0.655, "step": 10 }, { "epoch": 0.02033271719038817, "grad_norm": 3.8678717613220215, "learning_rate": 0.0001999979446958366, "loss": 1.6367, "step": 11 }, { "epoch": 0.022181146025878003, "grad_norm": 3.9537124633789062, "learning_rate": 0.00019999177886783194, "loss": 1.5529, "step": 12 }, { "epoch": 0.024029574861367836, "grad_norm": 5.052474498748779, "learning_rate": 0.00019998150276943902, "loss": 2.002, "step": 13 }, { "epoch": 0.025878003696857672, "grad_norm": 3.856994152069092, "learning_rate": 0.000199967116823068, "loss": 1.3814, "step": 14 }, { "epoch": 0.027726432532347505, "grad_norm": 4.525390625, "learning_rate": 0.0001999486216200688, "loss": 2.113, "step": 15 }, { "epoch": 0.027726432532347505, "eval_loss": 0.34281158447265625, "eval_runtime": 172.8847, "eval_samples_per_second": 1.319, "eval_steps_per_second": 0.659, "step": 15 }, { "epoch": 0.029574861367837338, "grad_norm": 2.5049190521240234, "learning_rate": 0.00019992601792070679, "loss": 1.1666, "step": 16 }, { "epoch": 0.031423290203327174, "grad_norm": 5.2193169593811035, "learning_rate": 0.00019989930665413147, "loss": 1.5721, "step": 17 }, { "epoch": 0.033271719038817, "grad_norm": 3.3948168754577637, "learning_rate": 0.00019986848891833845, "loss": 0.8586, "step": 18 }, { "epoch": 0.03512014787430684, "grad_norm": 3.3094377517700195, "learning_rate": 0.0001998335659801241, "loss": 0.989, "step": 19 }, { "epoch": 0.036968576709796676, "grad_norm": 3.9788992404937744, "learning_rate": 0.00019979453927503364, "loss": 1.4677, "step": 20 }, { "epoch": 0.036968576709796676, "eval_loss": 0.3295012414455414, "eval_runtime": 174.1601, "eval_samples_per_second": 1.309, "eval_steps_per_second": 0.655, "step": 20 }, { "epoch": 0.038817005545286505, "grad_norm": 4.1342549324035645, "learning_rate": 0.00019975141040730207, "loss": 1.0818, "step": 21 }, { "epoch": 0.04066543438077634, "grad_norm": 6.201707363128662, "learning_rate": 0.0001997041811497882, "loss": 1.361, "step": 22 }, { "epoch": 0.04251386321626617, "grad_norm": 3.2470476627349854, "learning_rate": 0.00019965285344390184, "loss": 1.5608, "step": 23 }, { "epoch": 0.04436229205175601, "grad_norm": 3.960193157196045, "learning_rate": 0.00019959742939952392, "loss": 1.2768, "step": 24 }, { "epoch": 0.04621072088724584, "grad_norm": 4.521762371063232, "learning_rate": 0.00019953791129491983, "loss": 1.6174, "step": 25 }, { "epoch": 0.04621072088724584, "eval_loss": 0.3227802515029907, "eval_runtime": 174.8819, "eval_samples_per_second": 1.304, "eval_steps_per_second": 0.652, "step": 25 }, { "epoch": 0.04805914972273567, "grad_norm": 5.535987377166748, "learning_rate": 0.00019947430157664576, "loss": 1.5342, "step": 26 }, { "epoch": 0.04990757855822551, "grad_norm": 3.174276113510132, "learning_rate": 0.00019940660285944803, "loss": 1.3247, "step": 27 }, { "epoch": 0.051756007393715345, "grad_norm": 2.9018266201019287, "learning_rate": 0.00019933481792615583, "loss": 1.0521, "step": 28 }, { "epoch": 0.053604436229205174, "grad_norm": 4.290431022644043, "learning_rate": 0.0001992589497275665, "loss": 1.2776, "step": 29 }, { "epoch": 0.05545286506469501, "grad_norm": 3.15394926071167, "learning_rate": 0.0001991790013823246, "loss": 1.2662, "step": 30 }, { "epoch": 0.05545286506469501, "eval_loss": 0.3060170114040375, "eval_runtime": 173.945, "eval_samples_per_second": 1.311, "eval_steps_per_second": 0.655, "step": 30 }, { "epoch": 0.05730129390018484, "grad_norm": 6.309504508972168, "learning_rate": 0.00019909497617679348, "loss": 1.9929, "step": 31 }, { "epoch": 0.059149722735674676, "grad_norm": 3.596278190612793, "learning_rate": 0.0001990068775649202, "loss": 1.3422, "step": 32 }, { "epoch": 0.06099815157116451, "grad_norm": 3.6826868057250977, "learning_rate": 0.00019891470916809362, "loss": 1.3938, "step": 33 }, { "epoch": 0.06284658040665435, "grad_norm": 2.7460691928863525, "learning_rate": 0.00019881847477499557, "loss": 0.8931, "step": 34 }, { "epoch": 0.06469500924214418, "grad_norm": 4.063459873199463, "learning_rate": 0.00019871817834144504, "loss": 1.4139, "step": 35 }, { "epoch": 0.06469500924214418, "eval_loss": 0.3002864420413971, "eval_runtime": 173.4727, "eval_samples_per_second": 1.314, "eval_steps_per_second": 0.657, "step": 35 }, { "epoch": 0.066543438077634, "grad_norm": 3.00803804397583, "learning_rate": 0.0001986138239902355, "loss": 0.9237, "step": 36 }, { "epoch": 0.06839186691312385, "grad_norm": 3.4707858562469482, "learning_rate": 0.0001985054160109657, "loss": 1.6732, "step": 37 }, { "epoch": 0.07024029574861368, "grad_norm": 4.129047393798828, "learning_rate": 0.00019839295885986296, "loss": 1.4183, "step": 38 }, { "epoch": 0.07208872458410351, "grad_norm": 3.468799352645874, "learning_rate": 0.0001982764571596004, "loss": 1.1402, "step": 39 }, { "epoch": 0.07393715341959335, "grad_norm": 2.87471079826355, "learning_rate": 0.00019815591569910654, "loss": 1.4329, "step": 40 }, { "epoch": 0.07393715341959335, "eval_loss": 0.3075679838657379, "eval_runtime": 173.655, "eval_samples_per_second": 1.313, "eval_steps_per_second": 0.656, "step": 40 } ], "logging_steps": 1, "max_steps": 500, "num_input_tokens_seen": 0, "num_train_epochs": 1, "save_steps": 10, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 1, "early_stopping_threshold": 0.0 }, "attributes": { "early_stopping_patience_counter": 1 } }, "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 5.658027780734976e+16, "train_batch_size": 2, "trial_name": null, "trial_params": null }