|
{ |
|
"best_metric": 1.4689046144485474, |
|
"best_model_checkpoint": "miner_id_24/checkpoint-50", |
|
"epoch": 3.0285714285714285, |
|
"eval_steps": 50, |
|
"global_step": 53, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.05714285714285714, |
|
"grad_norm": 6.932616233825684, |
|
"learning_rate": 1e-05, |
|
"loss": 2.647, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.05714285714285714, |
|
"eval_loss": 3.8393256664276123, |
|
"eval_runtime": 0.5253, |
|
"eval_samples_per_second": 57.107, |
|
"eval_steps_per_second": 15.229, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.11428571428571428, |
|
"grad_norm": 17.747432708740234, |
|
"learning_rate": 2e-05, |
|
"loss": 3.1974, |
|
"step": 2 |
|
}, |
|
{ |
|
"epoch": 0.17142857142857143, |
|
"grad_norm": 50.56644058227539, |
|
"learning_rate": 3e-05, |
|
"loss": 5.3134, |
|
"step": 3 |
|
}, |
|
{ |
|
"epoch": 0.22857142857142856, |
|
"grad_norm": 39.969383239746094, |
|
"learning_rate": 4e-05, |
|
"loss": 5.3661, |
|
"step": 4 |
|
}, |
|
{ |
|
"epoch": 0.2857142857142857, |
|
"grad_norm": 2.693161964416504, |
|
"learning_rate": 5e-05, |
|
"loss": 2.3584, |
|
"step": 5 |
|
}, |
|
{ |
|
"epoch": 0.34285714285714286, |
|
"grad_norm": 3.9389383792877197, |
|
"learning_rate": 6e-05, |
|
"loss": 2.494, |
|
"step": 6 |
|
}, |
|
{ |
|
"epoch": 0.4, |
|
"grad_norm": 16.83061981201172, |
|
"learning_rate": 7e-05, |
|
"loss": 4.4394, |
|
"step": 7 |
|
}, |
|
{ |
|
"epoch": 0.45714285714285713, |
|
"grad_norm": 17.723873138427734, |
|
"learning_rate": 8e-05, |
|
"loss": 4.5342, |
|
"step": 8 |
|
}, |
|
{ |
|
"epoch": 0.5142857142857142, |
|
"grad_norm": 1.7711833715438843, |
|
"learning_rate": 9e-05, |
|
"loss": 2.152, |
|
"step": 9 |
|
}, |
|
{ |
|
"epoch": 0.5714285714285714, |
|
"grad_norm": 2.3844153881073, |
|
"learning_rate": 0.0001, |
|
"loss": 2.1481, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.6285714285714286, |
|
"grad_norm": 5.348583698272705, |
|
"learning_rate": 9.986661418317759e-05, |
|
"loss": 2.2778, |
|
"step": 11 |
|
}, |
|
{ |
|
"epoch": 0.6857142857142857, |
|
"grad_norm": 11.029891967773438, |
|
"learning_rate": 9.946716840375551e-05, |
|
"loss": 3.0457, |
|
"step": 12 |
|
}, |
|
{ |
|
"epoch": 0.7428571428571429, |
|
"grad_norm": 1.6746666431427002, |
|
"learning_rate": 9.880379387779637e-05, |
|
"loss": 1.8864, |
|
"step": 13 |
|
}, |
|
{ |
|
"epoch": 0.8, |
|
"grad_norm": 2.1320276260375977, |
|
"learning_rate": 9.78800299954203e-05, |
|
"loss": 1.8959, |
|
"step": 14 |
|
}, |
|
{ |
|
"epoch": 0.8571428571428571, |
|
"grad_norm": 4.286759376525879, |
|
"learning_rate": 9.67008054366274e-05, |
|
"loss": 1.9878, |
|
"step": 15 |
|
}, |
|
{ |
|
"epoch": 0.9142857142857143, |
|
"grad_norm": 5.656648635864258, |
|
"learning_rate": 9.527241187465734e-05, |
|
"loss": 1.7362, |
|
"step": 16 |
|
}, |
|
{ |
|
"epoch": 0.9714285714285714, |
|
"grad_norm": 2.024832248687744, |
|
"learning_rate": 9.360247040719039e-05, |
|
"loss": 1.8654, |
|
"step": 17 |
|
}, |
|
{ |
|
"epoch": 1.0285714285714285, |
|
"grad_norm": 6.288355350494385, |
|
"learning_rate": 9.16998908944939e-05, |
|
"loss": 2.447, |
|
"step": 18 |
|
}, |
|
{ |
|
"epoch": 1.0857142857142856, |
|
"grad_norm": 1.7026642560958862, |
|
"learning_rate": 8.957482442146272e-05, |
|
"loss": 1.6209, |
|
"step": 19 |
|
}, |
|
{ |
|
"epoch": 1.1428571428571428, |
|
"grad_norm": 3.0923917293548584, |
|
"learning_rate": 8.72386091371891e-05, |
|
"loss": 1.6806, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 1.2, |
|
"grad_norm": 3.1564972400665283, |
|
"learning_rate": 8.47037097610317e-05, |
|
"loss": 0.9157, |
|
"step": 21 |
|
}, |
|
{ |
|
"epoch": 1.2571428571428571, |
|
"grad_norm": 3.0172536373138428, |
|
"learning_rate": 8.198365107794457e-05, |
|
"loss": 1.6018, |
|
"step": 22 |
|
}, |
|
{ |
|
"epoch": 1.3142857142857143, |
|
"grad_norm": 1.6614283323287964, |
|
"learning_rate": 7.909294577789766e-05, |
|
"loss": 1.4801, |
|
"step": 23 |
|
}, |
|
{ |
|
"epoch": 1.3714285714285714, |
|
"grad_norm": 2.370166301727295, |
|
"learning_rate": 7.604701702439651e-05, |
|
"loss": 1.2607, |
|
"step": 24 |
|
}, |
|
{ |
|
"epoch": 1.4285714285714286, |
|
"grad_norm": 3.243105888366699, |
|
"learning_rate": 7.286211616523193e-05, |
|
"loss": 0.8806, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 1.4857142857142858, |
|
"grad_norm": 4.326461315155029, |
|
"learning_rate": 6.95552360245078e-05, |
|
"loss": 1.4185, |
|
"step": 26 |
|
}, |
|
{ |
|
"epoch": 1.5428571428571427, |
|
"grad_norm": 1.7340881824493408, |
|
"learning_rate": 6.614402023857232e-05, |
|
"loss": 1.5775, |
|
"step": 27 |
|
}, |
|
{ |
|
"epoch": 1.6, |
|
"grad_norm": 2.532961130142212, |
|
"learning_rate": 6.264666911958404e-05, |
|
"loss": 0.929, |
|
"step": 28 |
|
}, |
|
{ |
|
"epoch": 1.657142857142857, |
|
"grad_norm": 3.551696300506592, |
|
"learning_rate": 5.908184254897182e-05, |
|
"loss": 1.0279, |
|
"step": 29 |
|
}, |
|
{ |
|
"epoch": 1.7142857142857144, |
|
"grad_norm": 2.457855224609375, |
|
"learning_rate": 5.546856041889373e-05, |
|
"loss": 1.4616, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 1.7714285714285714, |
|
"grad_norm": 1.8725690841674805, |
|
"learning_rate": 5.182610115288295e-05, |
|
"loss": 1.4615, |
|
"step": 31 |
|
}, |
|
{ |
|
"epoch": 1.8285714285714287, |
|
"grad_norm": 2.7832159996032715, |
|
"learning_rate": 4.817389884711705e-05, |
|
"loss": 1.3045, |
|
"step": 32 |
|
}, |
|
{ |
|
"epoch": 1.8857142857142857, |
|
"grad_norm": 3.263268232345581, |
|
"learning_rate": 4.4531439581106295e-05, |
|
"loss": 1.0625, |
|
"step": 33 |
|
}, |
|
{ |
|
"epoch": 1.9428571428571428, |
|
"grad_norm": 2.7395882606506348, |
|
"learning_rate": 4.0918157451028185e-05, |
|
"loss": 1.7622, |
|
"step": 34 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 4.847479820251465, |
|
"learning_rate": 3.735333088041596e-05, |
|
"loss": 1.075, |
|
"step": 35 |
|
}, |
|
{ |
|
"epoch": 2.057142857142857, |
|
"grad_norm": 1.2119523286819458, |
|
"learning_rate": 3.38559797614277e-05, |
|
"loss": 1.4441, |
|
"step": 36 |
|
}, |
|
{ |
|
"epoch": 2.1142857142857143, |
|
"grad_norm": 1.40659499168396, |
|
"learning_rate": 3.0444763975492208e-05, |
|
"loss": 1.1611, |
|
"step": 37 |
|
}, |
|
{ |
|
"epoch": 2.1714285714285713, |
|
"grad_norm": 2.3333632946014404, |
|
"learning_rate": 2.7137883834768073e-05, |
|
"loss": 1.0877, |
|
"step": 38 |
|
}, |
|
{ |
|
"epoch": 2.2285714285714286, |
|
"grad_norm": 2.755831718444824, |
|
"learning_rate": 2.3952982975603496e-05, |
|
"loss": 0.6574, |
|
"step": 39 |
|
}, |
|
{ |
|
"epoch": 2.2857142857142856, |
|
"grad_norm": 1.1510668992996216, |
|
"learning_rate": 2.090705422210237e-05, |
|
"loss": 1.4219, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 2.342857142857143, |
|
"grad_norm": 1.7422624826431274, |
|
"learning_rate": 1.801634892205545e-05, |
|
"loss": 1.1363, |
|
"step": 41 |
|
}, |
|
{ |
|
"epoch": 2.4, |
|
"grad_norm": 2.6333487033843994, |
|
"learning_rate": 1.5296290238968303e-05, |
|
"loss": 0.6638, |
|
"step": 42 |
|
}, |
|
{ |
|
"epoch": 2.4571428571428573, |
|
"grad_norm": 4.440356731414795, |
|
"learning_rate": 1.2761390862810907e-05, |
|
"loss": 0.7639, |
|
"step": 43 |
|
}, |
|
{ |
|
"epoch": 2.5142857142857142, |
|
"grad_norm": 1.131514072418213, |
|
"learning_rate": 1.0425175578537299e-05, |
|
"loss": 1.3823, |
|
"step": 44 |
|
}, |
|
{ |
|
"epoch": 2.571428571428571, |
|
"grad_norm": 1.678874135017395, |
|
"learning_rate": 8.30010910550611e-06, |
|
"loss": 1.1248, |
|
"step": 45 |
|
}, |
|
{ |
|
"epoch": 2.6285714285714286, |
|
"grad_norm": 2.462118148803711, |
|
"learning_rate": 6.397529592809614e-06, |
|
"loss": 0.8621, |
|
"step": 46 |
|
}, |
|
{ |
|
"epoch": 2.685714285714286, |
|
"grad_norm": 3.6006405353546143, |
|
"learning_rate": 4.727588125342669e-06, |
|
"loss": 0.6778, |
|
"step": 47 |
|
}, |
|
{ |
|
"epoch": 2.742857142857143, |
|
"grad_norm": 1.086060881614685, |
|
"learning_rate": 3.299194563372604e-06, |
|
"loss": 1.3137, |
|
"step": 48 |
|
}, |
|
{ |
|
"epoch": 2.8, |
|
"grad_norm": 1.4581565856933594, |
|
"learning_rate": 2.1199700045797077e-06, |
|
"loss": 1.1256, |
|
"step": 49 |
|
}, |
|
{ |
|
"epoch": 2.857142857142857, |
|
"grad_norm": 1.9829723834991455, |
|
"learning_rate": 1.196206122203647e-06, |
|
"loss": 1.006, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 2.857142857142857, |
|
"eval_loss": 1.4689046144485474, |
|
"eval_runtime": 0.5247, |
|
"eval_samples_per_second": 57.17, |
|
"eval_steps_per_second": 15.245, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 2.914285714285714, |
|
"grad_norm": 3.166837215423584, |
|
"learning_rate": 5.328315962444874e-07, |
|
"loss": 0.8571, |
|
"step": 51 |
|
}, |
|
{ |
|
"epoch": 2.9714285714285715, |
|
"grad_norm": 1.184228539466858, |
|
"learning_rate": 1.333858168224178e-07, |
|
"loss": 1.1258, |
|
"step": 52 |
|
}, |
|
{ |
|
"epoch": 3.0285714285714285, |
|
"grad_norm": 4.288901329040527, |
|
"learning_rate": 0.0, |
|
"loss": 1.5266, |
|
"step": 53 |
|
} |
|
], |
|
"logging_steps": 1, |
|
"max_steps": 53, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 4, |
|
"save_steps": 50, |
|
"stateful_callbacks": { |
|
"EarlyStoppingCallback": { |
|
"args": { |
|
"early_stopping_patience": 5, |
|
"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": 3497938460344320.0, |
|
"train_batch_size": 8, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|