| { | |
| "best_metric": 2.793875217437744, | |
| "best_model_checkpoint": "miner_id_24/checkpoint-50", | |
| "epoch": 0.45172219085262566, | |
| "eval_steps": 25, | |
| "global_step": 50, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.009034443817052512, | |
| "grad_norm": 2.003566265106201, | |
| "learning_rate": 5e-05, | |
| "loss": 4.0946, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.009034443817052512, | |
| "eval_loss": 4.7396464347839355, | |
| "eval_runtime": 1.439, | |
| "eval_samples_per_second": 34.746, | |
| "eval_steps_per_second": 9.034, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.018068887634105024, | |
| "grad_norm": 2.189868688583374, | |
| "learning_rate": 0.0001, | |
| "loss": 4.3342, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 0.02710333145115754, | |
| "grad_norm": 2.21208119392395, | |
| "learning_rate": 9.990365154573717e-05, | |
| "loss": 4.4961, | |
| "step": 3 | |
| }, | |
| { | |
| "epoch": 0.03613777526821005, | |
| "grad_norm": 2.0794777870178223, | |
| "learning_rate": 9.961501876182148e-05, | |
| "loss": 4.3343, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.04517221908526256, | |
| "grad_norm": 1.9956696033477783, | |
| "learning_rate": 9.913533761814537e-05, | |
| "loss": 4.3286, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.05420666290231508, | |
| "grad_norm": 1.8608264923095703, | |
| "learning_rate": 9.846666218300807e-05, | |
| "loss": 4.27, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 0.06324110671936758, | |
| "grad_norm": 1.900020956993103, | |
| "learning_rate": 9.761185582727977e-05, | |
| "loss": 4.1662, | |
| "step": 7 | |
| }, | |
| { | |
| "epoch": 0.0722755505364201, | |
| "grad_norm": 1.935903549194336, | |
| "learning_rate": 9.657457896300791e-05, | |
| "loss": 4.2807, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.08130999435347261, | |
| "grad_norm": 2.3480167388916016, | |
| "learning_rate": 9.535927336897098e-05, | |
| "loss": 4.1362, | |
| "step": 9 | |
| }, | |
| { | |
| "epoch": 0.09034443817052512, | |
| "grad_norm": 2.073352098464966, | |
| "learning_rate": 9.397114317029975e-05, | |
| "loss": 4.1167, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.09937888198757763, | |
| "grad_norm": 2.1261823177337646, | |
| "learning_rate": 9.241613255361455e-05, | |
| "loss": 4.1793, | |
| "step": 11 | |
| }, | |
| { | |
| "epoch": 0.10841332580463016, | |
| "grad_norm": 2.4966211318969727, | |
| "learning_rate": 9.070090031310558e-05, | |
| "loss": 4.2189, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 0.11744776962168267, | |
| "grad_norm": 2.2679433822631836, | |
| "learning_rate": 8.883279133655399e-05, | |
| "loss": 3.3898, | |
| "step": 13 | |
| }, | |
| { | |
| "epoch": 0.12648221343873517, | |
| "grad_norm": 2.481332540512085, | |
| "learning_rate": 8.681980515339464e-05, | |
| "loss": 3.2862, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 0.13551665725578768, | |
| "grad_norm": 2.439176559448242, | |
| "learning_rate": 8.467056167950311e-05, | |
| "loss": 3.3162, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.1445511010728402, | |
| "grad_norm": 2.2607650756835938, | |
| "learning_rate": 8.239426430539243e-05, | |
| "loss": 3.2706, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 0.1535855448898927, | |
| "grad_norm": 2.212808847427368, | |
| "learning_rate": 8.000066048588211e-05, | |
| "loss": 3.3389, | |
| "step": 17 | |
| }, | |
| { | |
| "epoch": 0.16261998870694522, | |
| "grad_norm": 1.979434847831726, | |
| "learning_rate": 7.75e-05, | |
| "loss": 3.3197, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 0.17165443252399773, | |
| "grad_norm": 2.090688467025757, | |
| "learning_rate": 7.490299105985507e-05, | |
| "loss": 3.323, | |
| "step": 19 | |
| }, | |
| { | |
| "epoch": 0.18068887634105024, | |
| "grad_norm": 2.0628461837768555, | |
| "learning_rate": 7.222075445642904e-05, | |
| "loss": 3.2508, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.18972332015810275, | |
| "grad_norm": 1.9474982023239136, | |
| "learning_rate": 6.946477593864228e-05, | |
| "loss": 3.2158, | |
| "step": 21 | |
| }, | |
| { | |
| "epoch": 0.19875776397515527, | |
| "grad_norm": 1.8773258924484253, | |
| "learning_rate": 6.664685702961344e-05, | |
| "loss": 3.1406, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 0.2077922077922078, | |
| "grad_norm": 1.9906569719314575, | |
| "learning_rate": 6.377906449072578e-05, | |
| "loss": 3.0506, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 0.21682665160926032, | |
| "grad_norm": 1.8546196222305298, | |
| "learning_rate": 6.087367864990233e-05, | |
| "loss": 3.3689, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 0.22586109542631283, | |
| "grad_norm": 2.4350030422210693, | |
| "learning_rate": 5.794314081535644e-05, | |
| "loss": 3.1943, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.22586109542631283, | |
| "eval_loss": 2.9668586254119873, | |
| "eval_runtime": 0.7671, | |
| "eval_samples_per_second": 65.182, | |
| "eval_steps_per_second": 16.947, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.23489553924336534, | |
| "grad_norm": 3.4056997299194336, | |
| "learning_rate": 5.500000000000001e-05, | |
| "loss": 2.833, | |
| "step": 26 | |
| }, | |
| { | |
| "epoch": 0.24392998306041785, | |
| "grad_norm": 2.812286376953125, | |
| "learning_rate": 5.205685918464356e-05, | |
| "loss": 2.8717, | |
| "step": 27 | |
| }, | |
| { | |
| "epoch": 0.25296442687747034, | |
| "grad_norm": 2.095891237258911, | |
| "learning_rate": 4.912632135009769e-05, | |
| "loss": 2.8854, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 0.2619988706945229, | |
| "grad_norm": 1.4537508487701416, | |
| "learning_rate": 4.6220935509274235e-05, | |
| "loss": 2.9089, | |
| "step": 29 | |
| }, | |
| { | |
| "epoch": 0.27103331451157536, | |
| "grad_norm": 1.6657167673110962, | |
| "learning_rate": 4.3353142970386564e-05, | |
| "loss": 2.9235, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.2800677583286279, | |
| "grad_norm": 2.1017632484436035, | |
| "learning_rate": 4.053522406135775e-05, | |
| "loss": 2.9568, | |
| "step": 31 | |
| }, | |
| { | |
| "epoch": 0.2891022021456804, | |
| "grad_norm": 2.183953285217285, | |
| "learning_rate": 3.777924554357096e-05, | |
| "loss": 3.0283, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 0.2981366459627329, | |
| "grad_norm": 2.4140827655792236, | |
| "learning_rate": 3.509700894014496e-05, | |
| "loss": 3.0614, | |
| "step": 33 | |
| }, | |
| { | |
| "epoch": 0.3071710897797854, | |
| "grad_norm": 2.358403205871582, | |
| "learning_rate": 3.250000000000001e-05, | |
| "loss": 3.0056, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 0.31620553359683795, | |
| "grad_norm": 2.1688156127929688, | |
| "learning_rate": 2.9999339514117912e-05, | |
| "loss": 2.9959, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 0.32523997741389044, | |
| "grad_norm": 2.245919942855835, | |
| "learning_rate": 2.760573569460757e-05, | |
| "loss": 3.1243, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 0.334274421230943, | |
| "grad_norm": 2.8014612197875977, | |
| "learning_rate": 2.53294383204969e-05, | |
| "loss": 2.9782, | |
| "step": 37 | |
| }, | |
| { | |
| "epoch": 0.34330886504799546, | |
| "grad_norm": 1.5078074932098389, | |
| "learning_rate": 2.3180194846605367e-05, | |
| "loss": 2.7734, | |
| "step": 38 | |
| }, | |
| { | |
| "epoch": 0.352343308865048, | |
| "grad_norm": 2.7210867404937744, | |
| "learning_rate": 2.1167208663446025e-05, | |
| "loss": 2.7651, | |
| "step": 39 | |
| }, | |
| { | |
| "epoch": 0.3613777526821005, | |
| "grad_norm": 2.568594217300415, | |
| "learning_rate": 1.9299099686894423e-05, | |
| "loss": 2.7891, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.370412196499153, | |
| "grad_norm": 2.5484235286712646, | |
| "learning_rate": 1.758386744638546e-05, | |
| "loss": 2.8569, | |
| "step": 41 | |
| }, | |
| { | |
| "epoch": 0.3794466403162055, | |
| "grad_norm": 2.261082649230957, | |
| "learning_rate": 1.602885682970026e-05, | |
| "loss": 2.8647, | |
| "step": 42 | |
| }, | |
| { | |
| "epoch": 0.38848108413325805, | |
| "grad_norm": 1.782665729522705, | |
| "learning_rate": 1.464072663102903e-05, | |
| "loss": 2.8813, | |
| "step": 43 | |
| }, | |
| { | |
| "epoch": 0.39751552795031053, | |
| "grad_norm": 1.6664153337478638, | |
| "learning_rate": 1.3425421036992098e-05, | |
| "loss": 2.8563, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 0.40654997176736307, | |
| "grad_norm": 1.345274806022644, | |
| "learning_rate": 1.2388144172720251e-05, | |
| "loss": 2.7682, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 0.4155844155844156, | |
| "grad_norm": 1.3299596309661865, | |
| "learning_rate": 1.1533337816991932e-05, | |
| "loss": 2.9492, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 0.4246188594014681, | |
| "grad_norm": 1.2749146223068237, | |
| "learning_rate": 1.0864662381854632e-05, | |
| "loss": 2.8559, | |
| "step": 47 | |
| }, | |
| { | |
| "epoch": 0.43365330321852064, | |
| "grad_norm": 1.496679425239563, | |
| "learning_rate": 1.0384981238178534e-05, | |
| "loss": 2.9331, | |
| "step": 48 | |
| }, | |
| { | |
| "epoch": 0.4426877470355731, | |
| "grad_norm": 1.9860912561416626, | |
| "learning_rate": 1.0096348454262845e-05, | |
| "loss": 3.0028, | |
| "step": 49 | |
| }, | |
| { | |
| "epoch": 0.45172219085262566, | |
| "grad_norm": 2.868028163909912, | |
| "learning_rate": 1e-05, | |
| "loss": 3.1519, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.45172219085262566, | |
| "eval_loss": 2.793875217437744, | |
| "eval_runtime": 0.7447, | |
| "eval_samples_per_second": 67.145, | |
| "eval_steps_per_second": 17.458, | |
| "step": 50 | |
| } | |
| ], | |
| "logging_steps": 1, | |
| "max_steps": 50, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 1, | |
| "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": 1.059536353886208e+17, | |
| "train_batch_size": 2, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |