|
{ |
|
"best_metric": 0.3421801030635834, |
|
"best_model_checkpoint": "miner_id_24/checkpoint-50", |
|
"epoch": 1.5151515151515151, |
|
"eval_steps": 25, |
|
"global_step": 50, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.030303030303030304, |
|
"grad_norm": 45.50777816772461, |
|
"learning_rate": 5e-05, |
|
"loss": 40.6014, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.030303030303030304, |
|
"eval_loss": 3.0981926918029785, |
|
"eval_runtime": 2.8779, |
|
"eval_samples_per_second": 17.374, |
|
"eval_steps_per_second": 4.517, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.06060606060606061, |
|
"grad_norm": 44.33837127685547, |
|
"learning_rate": 0.0001, |
|
"loss": 42.2201, |
|
"step": 2 |
|
}, |
|
{ |
|
"epoch": 0.09090909090909091, |
|
"grad_norm": 41.29526138305664, |
|
"learning_rate": 9.990365154573717e-05, |
|
"loss": 42.4166, |
|
"step": 3 |
|
}, |
|
{ |
|
"epoch": 0.12121212121212122, |
|
"grad_norm": 32.975379943847656, |
|
"learning_rate": 9.961501876182148e-05, |
|
"loss": 39.2189, |
|
"step": 4 |
|
}, |
|
{ |
|
"epoch": 0.15151515151515152, |
|
"grad_norm": 27.534719467163086, |
|
"learning_rate": 9.913533761814537e-05, |
|
"loss": 34.6668, |
|
"step": 5 |
|
}, |
|
{ |
|
"epoch": 0.18181818181818182, |
|
"grad_norm": 28.966054916381836, |
|
"learning_rate": 9.846666218300807e-05, |
|
"loss": 31.13, |
|
"step": 6 |
|
}, |
|
{ |
|
"epoch": 0.21212121212121213, |
|
"grad_norm": 30.903053283691406, |
|
"learning_rate": 9.761185582727977e-05, |
|
"loss": 29.8711, |
|
"step": 7 |
|
}, |
|
{ |
|
"epoch": 0.24242424242424243, |
|
"grad_norm": 37.19826889038086, |
|
"learning_rate": 9.657457896300791e-05, |
|
"loss": 33.1635, |
|
"step": 8 |
|
}, |
|
{ |
|
"epoch": 0.2727272727272727, |
|
"grad_norm": 18.28540802001953, |
|
"learning_rate": 9.535927336897098e-05, |
|
"loss": 20.5149, |
|
"step": 9 |
|
}, |
|
{ |
|
"epoch": 0.30303030303030304, |
|
"grad_norm": 18.609952926635742, |
|
"learning_rate": 9.397114317029975e-05, |
|
"loss": 19.7805, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.3333333333333333, |
|
"grad_norm": 18.108304977416992, |
|
"learning_rate": 9.241613255361455e-05, |
|
"loss": 18.1504, |
|
"step": 11 |
|
}, |
|
{ |
|
"epoch": 0.36363636363636365, |
|
"grad_norm": 18.777435302734375, |
|
"learning_rate": 9.070090031310558e-05, |
|
"loss": 16.6851, |
|
"step": 12 |
|
}, |
|
{ |
|
"epoch": 0.3939393939393939, |
|
"grad_norm": 16.09988784790039, |
|
"learning_rate": 8.883279133655399e-05, |
|
"loss": 15.5709, |
|
"step": 13 |
|
}, |
|
{ |
|
"epoch": 0.42424242424242425, |
|
"grad_norm": 24.070369720458984, |
|
"learning_rate": 8.681980515339464e-05, |
|
"loss": 14.8605, |
|
"step": 14 |
|
}, |
|
{ |
|
"epoch": 0.45454545454545453, |
|
"grad_norm": 25.2645320892334, |
|
"learning_rate": 8.467056167950311e-05, |
|
"loss": 14.4109, |
|
"step": 15 |
|
}, |
|
{ |
|
"epoch": 0.48484848484848486, |
|
"grad_norm": 22.638652801513672, |
|
"learning_rate": 8.239426430539243e-05, |
|
"loss": 15.4409, |
|
"step": 16 |
|
}, |
|
{ |
|
"epoch": 0.5151515151515151, |
|
"grad_norm": 9.952996253967285, |
|
"learning_rate": 8.000066048588211e-05, |
|
"loss": 10.7666, |
|
"step": 17 |
|
}, |
|
{ |
|
"epoch": 0.5454545454545454, |
|
"grad_norm": 10.131386756896973, |
|
"learning_rate": 7.75e-05, |
|
"loss": 10.4648, |
|
"step": 18 |
|
}, |
|
{ |
|
"epoch": 0.5757575757575758, |
|
"grad_norm": 11.31190299987793, |
|
"learning_rate": 7.490299105985507e-05, |
|
"loss": 10.6267, |
|
"step": 19 |
|
}, |
|
{ |
|
"epoch": 0.6060606060606061, |
|
"grad_norm": 8.688138008117676, |
|
"learning_rate": 7.222075445642904e-05, |
|
"loss": 9.5293, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.6363636363636364, |
|
"grad_norm": 9.379395484924316, |
|
"learning_rate": 6.946477593864228e-05, |
|
"loss": 9.7673, |
|
"step": 21 |
|
}, |
|
{ |
|
"epoch": 0.6666666666666666, |
|
"grad_norm": 9.105935096740723, |
|
"learning_rate": 6.664685702961344e-05, |
|
"loss": 9.007, |
|
"step": 22 |
|
}, |
|
{ |
|
"epoch": 0.696969696969697, |
|
"grad_norm": 8.894107818603516, |
|
"learning_rate": 6.377906449072578e-05, |
|
"loss": 8.464, |
|
"step": 23 |
|
}, |
|
{ |
|
"epoch": 0.7272727272727273, |
|
"grad_norm": 15.59160041809082, |
|
"learning_rate": 6.087367864990233e-05, |
|
"loss": 9.3377, |
|
"step": 24 |
|
}, |
|
{ |
|
"epoch": 0.7575757575757576, |
|
"grad_norm": 9.485807418823242, |
|
"learning_rate": 5.794314081535644e-05, |
|
"loss": 7.1434, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 0.7575757575757576, |
|
"eval_loss": 0.5379838347434998, |
|
"eval_runtime": 2.9089, |
|
"eval_samples_per_second": 17.189, |
|
"eval_steps_per_second": 4.469, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 0.7878787878787878, |
|
"grad_norm": 7.8287858963012695, |
|
"learning_rate": 5.500000000000001e-05, |
|
"loss": 7.0069, |
|
"step": 26 |
|
}, |
|
{ |
|
"epoch": 0.8181818181818182, |
|
"grad_norm": 6.974181175231934, |
|
"learning_rate": 5.205685918464356e-05, |
|
"loss": 7.1145, |
|
"step": 27 |
|
}, |
|
{ |
|
"epoch": 0.8484848484848485, |
|
"grad_norm": 7.5937042236328125, |
|
"learning_rate": 4.912632135009769e-05, |
|
"loss": 7.1062, |
|
"step": 28 |
|
}, |
|
{ |
|
"epoch": 0.8787878787878788, |
|
"grad_norm": 7.260517120361328, |
|
"learning_rate": 4.6220935509274235e-05, |
|
"loss": 6.4217, |
|
"step": 29 |
|
}, |
|
{ |
|
"epoch": 0.9090909090909091, |
|
"grad_norm": 8.329216003417969, |
|
"learning_rate": 4.3353142970386564e-05, |
|
"loss": 6.5431, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.9393939393939394, |
|
"grad_norm": 10.283854484558105, |
|
"learning_rate": 4.053522406135775e-05, |
|
"loss": 6.9686, |
|
"step": 31 |
|
}, |
|
{ |
|
"epoch": 0.9696969696969697, |
|
"grad_norm": 14.778830528259277, |
|
"learning_rate": 3.777924554357096e-05, |
|
"loss": 7.7959, |
|
"step": 32 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"grad_norm": 8.504195213317871, |
|
"learning_rate": 3.509700894014496e-05, |
|
"loss": 6.2998, |
|
"step": 33 |
|
}, |
|
{ |
|
"epoch": 1.0303030303030303, |
|
"grad_norm": 8.065375328063965, |
|
"learning_rate": 3.250000000000001e-05, |
|
"loss": 5.3917, |
|
"step": 34 |
|
}, |
|
{ |
|
"epoch": 1.0606060606060606, |
|
"grad_norm": 6.932098865509033, |
|
"learning_rate": 2.9999339514117912e-05, |
|
"loss": 5.1002, |
|
"step": 35 |
|
}, |
|
{ |
|
"epoch": 1.0909090909090908, |
|
"grad_norm": 6.426107883453369, |
|
"learning_rate": 2.760573569460757e-05, |
|
"loss": 5.1781, |
|
"step": 36 |
|
}, |
|
{ |
|
"epoch": 1.121212121212121, |
|
"grad_norm": 6.368813514709473, |
|
"learning_rate": 2.53294383204969e-05, |
|
"loss": 5.3515, |
|
"step": 37 |
|
}, |
|
{ |
|
"epoch": 1.1515151515151516, |
|
"grad_norm": 7.844695091247559, |
|
"learning_rate": 2.3180194846605367e-05, |
|
"loss": 5.2342, |
|
"step": 38 |
|
}, |
|
{ |
|
"epoch": 1.1818181818181819, |
|
"grad_norm": 6.590551853179932, |
|
"learning_rate": 2.1167208663446025e-05, |
|
"loss": 4.9267, |
|
"step": 39 |
|
}, |
|
{ |
|
"epoch": 1.2121212121212122, |
|
"grad_norm": 7.364800930023193, |
|
"learning_rate": 1.9299099686894423e-05, |
|
"loss": 4.9535, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 1.2424242424242424, |
|
"grad_norm": 9.986160278320312, |
|
"learning_rate": 1.758386744638546e-05, |
|
"loss": 5.5483, |
|
"step": 41 |
|
}, |
|
{ |
|
"epoch": 1.2727272727272727, |
|
"grad_norm": 6.83111572265625, |
|
"learning_rate": 1.602885682970026e-05, |
|
"loss": 4.6277, |
|
"step": 42 |
|
}, |
|
{ |
|
"epoch": 1.303030303030303, |
|
"grad_norm": 7.230846405029297, |
|
"learning_rate": 1.464072663102903e-05, |
|
"loss": 4.6809, |
|
"step": 43 |
|
}, |
|
{ |
|
"epoch": 1.3333333333333333, |
|
"grad_norm": 6.264194488525391, |
|
"learning_rate": 1.3425421036992098e-05, |
|
"loss": 4.6497, |
|
"step": 44 |
|
}, |
|
{ |
|
"epoch": 1.3636363636363638, |
|
"grad_norm": 5.941837787628174, |
|
"learning_rate": 1.2388144172720251e-05, |
|
"loss": 4.6859, |
|
"step": 45 |
|
}, |
|
{ |
|
"epoch": 1.393939393939394, |
|
"grad_norm": 7.431611061096191, |
|
"learning_rate": 1.1533337816991932e-05, |
|
"loss": 4.8694, |
|
"step": 46 |
|
}, |
|
{ |
|
"epoch": 1.4242424242424243, |
|
"grad_norm": 7.033977031707764, |
|
"learning_rate": 1.0864662381854632e-05, |
|
"loss": 4.5204, |
|
"step": 47 |
|
}, |
|
{ |
|
"epoch": 1.4545454545454546, |
|
"grad_norm": 8.80021858215332, |
|
"learning_rate": 1.0384981238178534e-05, |
|
"loss": 4.8541, |
|
"step": 48 |
|
}, |
|
{ |
|
"epoch": 1.4848484848484849, |
|
"grad_norm": 14.710296630859375, |
|
"learning_rate": 1.0096348454262845e-05, |
|
"loss": 5.174, |
|
"step": 49 |
|
}, |
|
{ |
|
"epoch": 1.5151515151515151, |
|
"grad_norm": 5.271395683288574, |
|
"learning_rate": 1e-05, |
|
"loss": 4.0463, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 1.5151515151515151, |
|
"eval_loss": 0.3421801030635834, |
|
"eval_runtime": 2.9426, |
|
"eval_samples_per_second": 16.992, |
|
"eval_steps_per_second": 4.418, |
|
"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": 5.259156315439104e+17, |
|
"train_batch_size": 2, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|