| { | |
| "best_metric": 0.0012785379076376557, | |
| "best_model_checkpoint": "miner_id_24/checkpoint-50", | |
| "epoch": 1.2062780269058295, | |
| "eval_steps": 25, | |
| "global_step": 50, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.02391629297458894, | |
| "grad_norm": 0.8342862725257874, | |
| "learning_rate": 5e-05, | |
| "loss": 0.151, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.02391629297458894, | |
| "eval_loss": 0.3206508159637451, | |
| "eval_runtime": 5.0018, | |
| "eval_samples_per_second": 9.996, | |
| "eval_steps_per_second": 2.599, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.04783258594917788, | |
| "grad_norm": 1.0358092784881592, | |
| "learning_rate": 0.0001, | |
| "loss": 0.1876, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 0.07174887892376682, | |
| "grad_norm": 0.9988421201705933, | |
| "learning_rate": 9.990365154573717e-05, | |
| "loss": 0.1574, | |
| "step": 3 | |
| }, | |
| { | |
| "epoch": 0.09566517189835576, | |
| "grad_norm": 0.40356796979904175, | |
| "learning_rate": 9.961501876182148e-05, | |
| "loss": 0.0344, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.11958146487294469, | |
| "grad_norm": 0.4616738557815552, | |
| "learning_rate": 9.913533761814537e-05, | |
| "loss": 0.0295, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.14349775784753363, | |
| "grad_norm": 0.2594583034515381, | |
| "learning_rate": 9.846666218300807e-05, | |
| "loss": 0.017, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 0.16741405082212257, | |
| "grad_norm": 0.20972101390361786, | |
| "learning_rate": 9.761185582727977e-05, | |
| "loss": 0.0138, | |
| "step": 7 | |
| }, | |
| { | |
| "epoch": 0.19133034379671152, | |
| "grad_norm": 0.23585247993469238, | |
| "learning_rate": 9.657457896300791e-05, | |
| "loss": 0.0162, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.21524663677130046, | |
| "grad_norm": 0.2117353081703186, | |
| "learning_rate": 9.535927336897098e-05, | |
| "loss": 0.0104, | |
| "step": 9 | |
| }, | |
| { | |
| "epoch": 0.23916292974588937, | |
| "grad_norm": 0.2045036405324936, | |
| "learning_rate": 9.397114317029975e-05, | |
| "loss": 0.0143, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.26307922272047835, | |
| "grad_norm": 0.14103253185749054, | |
| "learning_rate": 9.241613255361455e-05, | |
| "loss": 0.0282, | |
| "step": 11 | |
| }, | |
| { | |
| "epoch": 0.28699551569506726, | |
| "grad_norm": 0.11386289447546005, | |
| "learning_rate": 9.070090031310558e-05, | |
| "loss": 0.0074, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 0.3109118086696562, | |
| "grad_norm": 0.11132951080799103, | |
| "learning_rate": 8.883279133655399e-05, | |
| "loss": 0.0082, | |
| "step": 13 | |
| }, | |
| { | |
| "epoch": 0.33482810164424515, | |
| "grad_norm": 0.0779055580496788, | |
| "learning_rate": 8.681980515339464e-05, | |
| "loss": 0.0056, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 0.35874439461883406, | |
| "grad_norm": 0.08194252848625183, | |
| "learning_rate": 8.467056167950311e-05, | |
| "loss": 0.0044, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.38266068759342303, | |
| "grad_norm": 0.09063728153705597, | |
| "learning_rate": 8.239426430539243e-05, | |
| "loss": 0.005, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 0.40657698056801195, | |
| "grad_norm": 0.07385275512933731, | |
| "learning_rate": 8.000066048588211e-05, | |
| "loss": 0.0028, | |
| "step": 17 | |
| }, | |
| { | |
| "epoch": 0.4304932735426009, | |
| "grad_norm": 0.05866006389260292, | |
| "learning_rate": 7.75e-05, | |
| "loss": 0.0022, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 0.45440956651718983, | |
| "grad_norm": 0.0739208534359932, | |
| "learning_rate": 7.490299105985507e-05, | |
| "loss": 0.0016, | |
| "step": 19 | |
| }, | |
| { | |
| "epoch": 0.47832585949177875, | |
| "grad_norm": 0.09625879675149918, | |
| "learning_rate": 7.222075445642904e-05, | |
| "loss": 0.0036, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.5022421524663677, | |
| "grad_norm": 0.08272045105695724, | |
| "learning_rate": 6.946477593864228e-05, | |
| "loss": 0.0114, | |
| "step": 21 | |
| }, | |
| { | |
| "epoch": 0.5261584454409567, | |
| "grad_norm": 0.029296347871422768, | |
| "learning_rate": 6.664685702961344e-05, | |
| "loss": 0.0017, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 0.5500747384155455, | |
| "grad_norm": 0.04417581856250763, | |
| "learning_rate": 6.377906449072578e-05, | |
| "loss": 0.0021, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 0.5739910313901345, | |
| "grad_norm": 0.05239644646644592, | |
| "learning_rate": 6.087367864990233e-05, | |
| "loss": 0.0026, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 0.5979073243647235, | |
| "grad_norm": 0.03702784329652786, | |
| "learning_rate": 5.794314081535644e-05, | |
| "loss": 0.0013, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.5979073243647235, | |
| "eval_loss": 0.0019476765301078558, | |
| "eval_runtime": 5.0938, | |
| "eval_samples_per_second": 9.816, | |
| "eval_steps_per_second": 2.552, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.6218236173393124, | |
| "grad_norm": 0.04498022794723511, | |
| "learning_rate": 5.500000000000001e-05, | |
| "loss": 0.0014, | |
| "step": 26 | |
| }, | |
| { | |
| "epoch": 0.6457399103139013, | |
| "grad_norm": 0.06719963252544403, | |
| "learning_rate": 5.205685918464356e-05, | |
| "loss": 0.0016, | |
| "step": 27 | |
| }, | |
| { | |
| "epoch": 0.6696562032884903, | |
| "grad_norm": 0.07147950679063797, | |
| "learning_rate": 4.912632135009769e-05, | |
| "loss": 0.0015, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 0.6935724962630793, | |
| "grad_norm": 0.11482597142457962, | |
| "learning_rate": 4.6220935509274235e-05, | |
| "loss": 0.0013, | |
| "step": 29 | |
| }, | |
| { | |
| "epoch": 0.7174887892376681, | |
| "grad_norm": 0.05224405601620674, | |
| "learning_rate": 4.3353142970386564e-05, | |
| "loss": 0.0007, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.7414050822122571, | |
| "grad_norm": 0.0664152279496193, | |
| "learning_rate": 4.053522406135775e-05, | |
| "loss": 0.01, | |
| "step": 31 | |
| }, | |
| { | |
| "epoch": 0.7653213751868461, | |
| "grad_norm": 0.038789551705121994, | |
| "learning_rate": 3.777924554357096e-05, | |
| "loss": 0.0021, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 0.7892376681614349, | |
| "grad_norm": 0.03222445398569107, | |
| "learning_rate": 3.509700894014496e-05, | |
| "loss": 0.0019, | |
| "step": 33 | |
| }, | |
| { | |
| "epoch": 0.8131539611360239, | |
| "grad_norm": 0.04085226729512215, | |
| "learning_rate": 3.250000000000001e-05, | |
| "loss": 0.0016, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 0.8370702541106129, | |
| "grad_norm": 0.041735582053661346, | |
| "learning_rate": 2.9999339514117912e-05, | |
| "loss": 0.0013, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 0.8609865470852018, | |
| "grad_norm": 0.060009196400642395, | |
| "learning_rate": 2.760573569460757e-05, | |
| "loss": 0.0018, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 0.8849028400597907, | |
| "grad_norm": 0.05532706901431084, | |
| "learning_rate": 2.53294383204969e-05, | |
| "loss": 0.0022, | |
| "step": 37 | |
| }, | |
| { | |
| "epoch": 0.9088191330343797, | |
| "grad_norm": 0.009391087107360363, | |
| "learning_rate": 2.3180194846605367e-05, | |
| "loss": 0.0001, | |
| "step": 38 | |
| }, | |
| { | |
| "epoch": 0.9327354260089686, | |
| "grad_norm": 0.10321075469255447, | |
| "learning_rate": 2.1167208663446025e-05, | |
| "loss": 0.0026, | |
| "step": 39 | |
| }, | |
| { | |
| "epoch": 0.9566517189835575, | |
| "grad_norm": 0.03513889014720917, | |
| "learning_rate": 1.9299099686894423e-05, | |
| "loss": 0.0003, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.9805680119581465, | |
| "grad_norm": 0.047013089060783386, | |
| "learning_rate": 1.758386744638546e-05, | |
| "loss": 0.0008, | |
| "step": 41 | |
| }, | |
| { | |
| "epoch": 1.014947683109118, | |
| "grad_norm": 0.051135145127773285, | |
| "learning_rate": 1.602885682970026e-05, | |
| "loss": 0.0137, | |
| "step": 42 | |
| }, | |
| { | |
| "epoch": 1.038863976083707, | |
| "grad_norm": 0.025920534506440163, | |
| "learning_rate": 1.464072663102903e-05, | |
| "loss": 0.001, | |
| "step": 43 | |
| }, | |
| { | |
| "epoch": 1.062780269058296, | |
| "grad_norm": 0.02824629843235016, | |
| "learning_rate": 1.3425421036992098e-05, | |
| "loss": 0.0013, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 1.086696562032885, | |
| "grad_norm": 0.0347956158220768, | |
| "learning_rate": 1.2388144172720251e-05, | |
| "loss": 0.0011, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 1.1106128550074739, | |
| "grad_norm": 0.021422594785690308, | |
| "learning_rate": 1.1533337816991932e-05, | |
| "loss": 0.0007, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 1.1345291479820627, | |
| "grad_norm": 0.020450716838240623, | |
| "learning_rate": 1.0864662381854632e-05, | |
| "loss": 0.0004, | |
| "step": 47 | |
| }, | |
| { | |
| "epoch": 1.1584454409566518, | |
| "grad_norm": 0.04902283474802971, | |
| "learning_rate": 1.0384981238178534e-05, | |
| "loss": 0.0012, | |
| "step": 48 | |
| }, | |
| { | |
| "epoch": 1.1823617339312407, | |
| "grad_norm": 0.03443044051527977, | |
| "learning_rate": 1.0096348454262845e-05, | |
| "loss": 0.0003, | |
| "step": 49 | |
| }, | |
| { | |
| "epoch": 1.2062780269058295, | |
| "grad_norm": 0.024215981364250183, | |
| "learning_rate": 1e-05, | |
| "loss": 0.0002, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 1.2062780269058295, | |
| "eval_loss": 0.0012785379076376557, | |
| "eval_runtime": 4.7582, | |
| "eval_samples_per_second": 10.508, | |
| "eval_steps_per_second": 2.732, | |
| "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": 6.29218041065898e+17, | |
| "train_batch_size": 2, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |