dsakerkwq's picture
Training in progress, step 50, checkpoint
a1cf3d7 verified
{
"best_metric": 1.475806474685669,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.13151405556468848,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0026302811112937697,
"grad_norm": 7.6924729347229,
"learning_rate": 5e-05,
"loss": 3.9139,
"step": 1
},
{
"epoch": 0.0026302811112937697,
"eval_loss": 6.583785533905029,
"eval_runtime": 2.2573,
"eval_samples_per_second": 22.151,
"eval_steps_per_second": 5.759,
"step": 1
},
{
"epoch": 0.005260562222587539,
"grad_norm": 8.963078498840332,
"learning_rate": 0.0001,
"loss": 4.2095,
"step": 2
},
{
"epoch": 0.007890843333881308,
"grad_norm": 7.708944797515869,
"learning_rate": 9.990365154573717e-05,
"loss": 4.1646,
"step": 3
},
{
"epoch": 0.010521124445175079,
"grad_norm": 5.140854835510254,
"learning_rate": 9.961501876182148e-05,
"loss": 3.3043,
"step": 4
},
{
"epoch": 0.013151405556468848,
"grad_norm": 5.477720260620117,
"learning_rate": 9.913533761814537e-05,
"loss": 2.8263,
"step": 5
},
{
"epoch": 0.015781686667762616,
"grad_norm": 6.843749523162842,
"learning_rate": 9.846666218300807e-05,
"loss": 2.6723,
"step": 6
},
{
"epoch": 0.018411967779056387,
"grad_norm": 7.493031978607178,
"learning_rate": 9.761185582727977e-05,
"loss": 2.812,
"step": 7
},
{
"epoch": 0.021042248890350158,
"grad_norm": 6.828537940979004,
"learning_rate": 9.657457896300791e-05,
"loss": 2.5599,
"step": 8
},
{
"epoch": 0.023672530001643925,
"grad_norm": 4.211589813232422,
"learning_rate": 9.535927336897098e-05,
"loss": 2.6797,
"step": 9
},
{
"epoch": 0.026302811112937696,
"grad_norm": 5.306011199951172,
"learning_rate": 9.397114317029975e-05,
"loss": 2.4685,
"step": 10
},
{
"epoch": 0.028933092224231464,
"grad_norm": 4.892298221588135,
"learning_rate": 9.241613255361455e-05,
"loss": 2.0411,
"step": 11
},
{
"epoch": 0.03156337333552523,
"grad_norm": 5.788684368133545,
"learning_rate": 9.070090031310558e-05,
"loss": 1.8765,
"step": 12
},
{
"epoch": 0.034193654446819,
"grad_norm": 7.938673496246338,
"learning_rate": 8.883279133655399e-05,
"loss": 2.1427,
"step": 13
},
{
"epoch": 0.03682393555811277,
"grad_norm": 4.239195823669434,
"learning_rate": 8.681980515339464e-05,
"loss": 1.9294,
"step": 14
},
{
"epoch": 0.039454216669406544,
"grad_norm": 3.0556766986846924,
"learning_rate": 8.467056167950311e-05,
"loss": 1.9143,
"step": 15
},
{
"epoch": 0.042084497780700315,
"grad_norm": 3.01393461227417,
"learning_rate": 8.239426430539243e-05,
"loss": 1.7901,
"step": 16
},
{
"epoch": 0.04471477889199408,
"grad_norm": 2.964114189147949,
"learning_rate": 8.000066048588211e-05,
"loss": 1.8135,
"step": 17
},
{
"epoch": 0.04734506000328785,
"grad_norm": 2.678053379058838,
"learning_rate": 7.75e-05,
"loss": 1.8461,
"step": 18
},
{
"epoch": 0.04997534111458162,
"grad_norm": 2.649806022644043,
"learning_rate": 7.490299105985507e-05,
"loss": 1.959,
"step": 19
},
{
"epoch": 0.05260562222587539,
"grad_norm": 2.9589452743530273,
"learning_rate": 7.222075445642904e-05,
"loss": 1.7594,
"step": 20
},
{
"epoch": 0.05523590333716916,
"grad_norm": 3.0157201290130615,
"learning_rate": 6.946477593864228e-05,
"loss": 1.7822,
"step": 21
},
{
"epoch": 0.05786618444846293,
"grad_norm": 3.3775577545166016,
"learning_rate": 6.664685702961344e-05,
"loss": 1.5996,
"step": 22
},
{
"epoch": 0.0604964655597567,
"grad_norm": 4.172215461730957,
"learning_rate": 6.377906449072578e-05,
"loss": 1.5145,
"step": 23
},
{
"epoch": 0.06312674667105046,
"grad_norm": 4.449634075164795,
"learning_rate": 6.087367864990233e-05,
"loss": 1.3848,
"step": 24
},
{
"epoch": 0.06575702778234424,
"grad_norm": 5.117303371429443,
"learning_rate": 5.794314081535644e-05,
"loss": 1.4496,
"step": 25
},
{
"epoch": 0.06575702778234424,
"eval_loss": 1.613996982574463,
"eval_runtime": 2.3308,
"eval_samples_per_second": 21.452,
"eval_steps_per_second": 5.577,
"step": 25
},
{
"epoch": 0.068387308893638,
"grad_norm": 2.0202596187591553,
"learning_rate": 5.500000000000001e-05,
"loss": 1.5667,
"step": 26
},
{
"epoch": 0.07101759000493178,
"grad_norm": 2.1556060314178467,
"learning_rate": 5.205685918464356e-05,
"loss": 1.5961,
"step": 27
},
{
"epoch": 0.07364787111622555,
"grad_norm": 1.9927035570144653,
"learning_rate": 4.912632135009769e-05,
"loss": 1.5073,
"step": 28
},
{
"epoch": 0.07627815222751931,
"grad_norm": 1.8589670658111572,
"learning_rate": 4.6220935509274235e-05,
"loss": 1.5465,
"step": 29
},
{
"epoch": 0.07890843333881309,
"grad_norm": 2.149338483810425,
"learning_rate": 4.3353142970386564e-05,
"loss": 1.616,
"step": 30
},
{
"epoch": 0.08153871445010685,
"grad_norm": 2.1401331424713135,
"learning_rate": 4.053522406135775e-05,
"loss": 1.511,
"step": 31
},
{
"epoch": 0.08416899556140063,
"grad_norm": 3.1085312366485596,
"learning_rate": 3.777924554357096e-05,
"loss": 1.5366,
"step": 32
},
{
"epoch": 0.0867992766726944,
"grad_norm": 3.0993728637695312,
"learning_rate": 3.509700894014496e-05,
"loss": 1.53,
"step": 33
},
{
"epoch": 0.08942955778398816,
"grad_norm": 3.186367988586426,
"learning_rate": 3.250000000000001e-05,
"loss": 1.6375,
"step": 34
},
{
"epoch": 0.09205983889528194,
"grad_norm": 3.874236583709717,
"learning_rate": 2.9999339514117912e-05,
"loss": 1.5334,
"step": 35
},
{
"epoch": 0.0946901200065757,
"grad_norm": 4.275596618652344,
"learning_rate": 2.760573569460757e-05,
"loss": 1.3862,
"step": 36
},
{
"epoch": 0.09732040111786948,
"grad_norm": 3.7926650047302246,
"learning_rate": 2.53294383204969e-05,
"loss": 1.2366,
"step": 37
},
{
"epoch": 0.09995068222916324,
"grad_norm": 3.127962827682495,
"learning_rate": 2.3180194846605367e-05,
"loss": 1.454,
"step": 38
},
{
"epoch": 0.10258096334045701,
"grad_norm": 2.497931957244873,
"learning_rate": 2.1167208663446025e-05,
"loss": 1.3641,
"step": 39
},
{
"epoch": 0.10521124445175078,
"grad_norm": 2.0440142154693604,
"learning_rate": 1.9299099686894423e-05,
"loss": 1.4007,
"step": 40
},
{
"epoch": 0.10784152556304455,
"grad_norm": 2.033963680267334,
"learning_rate": 1.758386744638546e-05,
"loss": 1.5559,
"step": 41
},
{
"epoch": 0.11047180667433831,
"grad_norm": 2.140683889389038,
"learning_rate": 1.602885682970026e-05,
"loss": 1.5221,
"step": 42
},
{
"epoch": 0.11310208778563209,
"grad_norm": 2.208739757537842,
"learning_rate": 1.464072663102903e-05,
"loss": 1.5577,
"step": 43
},
{
"epoch": 0.11573236889692586,
"grad_norm": 2.212786912918091,
"learning_rate": 1.3425421036992098e-05,
"loss": 1.5415,
"step": 44
},
{
"epoch": 0.11836265000821963,
"grad_norm": 2.4894113540649414,
"learning_rate": 1.2388144172720251e-05,
"loss": 1.5774,
"step": 45
},
{
"epoch": 0.1209929311195134,
"grad_norm": 2.980783224105835,
"learning_rate": 1.1533337816991932e-05,
"loss": 1.6721,
"step": 46
},
{
"epoch": 0.12362321223080716,
"grad_norm": 3.151621103286743,
"learning_rate": 1.0864662381854632e-05,
"loss": 1.5915,
"step": 47
},
{
"epoch": 0.12625349334210093,
"grad_norm": 3.5633890628814697,
"learning_rate": 1.0384981238178534e-05,
"loss": 1.5143,
"step": 48
},
{
"epoch": 0.12888377445339472,
"grad_norm": 3.7043654918670654,
"learning_rate": 1.0096348454262845e-05,
"loss": 1.242,
"step": 49
},
{
"epoch": 0.13151405556468848,
"grad_norm": 4.95023775100708,
"learning_rate": 1e-05,
"loss": 1.3159,
"step": 50
},
{
"epoch": 0.13151405556468848,
"eval_loss": 1.475806474685669,
"eval_runtime": 2.3073,
"eval_samples_per_second": 21.671,
"eval_steps_per_second": 5.634,
"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": 6.174479344467968e+17,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}