chansung's picture
Model save
fcda1e0 verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.9957805907172996,
"eval_steps": 500,
"global_step": 118,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.008438818565400843,
"grad_norm": 1.022000789642334,
"learning_rate": 2.4999999999999998e-05,
"loss": 2.86,
"step": 1
},
{
"epoch": 0.04219409282700422,
"grad_norm": 1.4761569499969482,
"learning_rate": 0.000125,
"loss": 2.8149,
"step": 5
},
{
"epoch": 0.08438818565400844,
"grad_norm": 2.290438413619995,
"learning_rate": 0.00025,
"loss": 2.5283,
"step": 10
},
{
"epoch": 0.12658227848101267,
"grad_norm": 5.928793430328369,
"learning_rate": 0.0002994074763922825,
"loss": 1.6863,
"step": 15
},
{
"epoch": 0.16877637130801687,
"grad_norm": 0.9887209534645081,
"learning_rate": 0.0002958034371120616,
"loss": 1.4771,
"step": 20
},
{
"epoch": 0.2109704641350211,
"grad_norm": 0.7580465078353882,
"learning_rate": 0.000289003441114775,
"loss": 1.3231,
"step": 25
},
{
"epoch": 0.25316455696202533,
"grad_norm": 0.5388275384902954,
"learning_rate": 0.0002791565417651033,
"loss": 1.2578,
"step": 30
},
{
"epoch": 0.29535864978902954,
"grad_norm": 0.5278171896934509,
"learning_rate": 0.00026647857940770634,
"loss": 1.1985,
"step": 35
},
{
"epoch": 0.33755274261603374,
"grad_norm": 0.31164848804473877,
"learning_rate": 0.0002512474502277316,
"loss": 1.178,
"step": 40
},
{
"epoch": 0.379746835443038,
"grad_norm": 0.22269943356513977,
"learning_rate": 0.00023379701487054785,
"loss": 1.1526,
"step": 45
},
{
"epoch": 0.4219409282700422,
"grad_norm": 0.220732182264328,
"learning_rate": 0.00021450978034147806,
"loss": 1.134,
"step": 50
},
{
"epoch": 0.4641350210970464,
"grad_norm": 0.2316388487815857,
"learning_rate": 0.00019380851559554636,
"loss": 1.1167,
"step": 55
},
{
"epoch": 0.5063291139240507,
"grad_norm": 0.2175298035144806,
"learning_rate": 0.00017214698460037218,
"loss": 1.1102,
"step": 60
},
{
"epoch": 0.5485232067510548,
"grad_norm": 0.21935291588306427,
"learning_rate": 0.00015,
"loss": 1.0942,
"step": 65
},
{
"epoch": 0.5907172995780591,
"grad_norm": 0.2013280689716339,
"learning_rate": 0.00012785301539962782,
"loss": 1.0947,
"step": 70
},
{
"epoch": 0.6329113924050633,
"grad_norm": 0.18674449622631073,
"learning_rate": 0.00010619148440445364,
"loss": 1.0888,
"step": 75
},
{
"epoch": 0.6751054852320675,
"grad_norm": 0.21201685070991516,
"learning_rate": 8.549021965852197e-05,
"loss": 1.0819,
"step": 80
},
{
"epoch": 0.7172995780590717,
"grad_norm": 0.19578513503074646,
"learning_rate": 6.620298512945214e-05,
"loss": 1.0722,
"step": 85
},
{
"epoch": 0.759493670886076,
"grad_norm": 0.19662944972515106,
"learning_rate": 4.8752549772268444e-05,
"loss": 1.0615,
"step": 90
},
{
"epoch": 0.8016877637130801,
"grad_norm": 0.20801547169685364,
"learning_rate": 3.352142059229365e-05,
"loss": 1.0642,
"step": 95
},
{
"epoch": 0.8438818565400844,
"grad_norm": 0.18992270529270172,
"learning_rate": 2.0843458234896666e-05,
"loss": 1.0775,
"step": 100
},
{
"epoch": 0.8860759493670886,
"grad_norm": 0.21922025084495544,
"learning_rate": 1.0996558885224993e-05,
"loss": 1.0757,
"step": 105
},
{
"epoch": 0.9282700421940928,
"grad_norm": 0.18345749378204346,
"learning_rate": 4.1965628879383875e-06,
"loss": 1.0654,
"step": 110
},
{
"epoch": 0.9704641350210971,
"grad_norm": 0.19231846928596497,
"learning_rate": 5.925236077174655e-07,
"loss": 1.075,
"step": 115
},
{
"epoch": 0.9957805907172996,
"eval_loss": 1.6381601095199585,
"eval_runtime": 1.1564,
"eval_samples_per_second": 1.729,
"eval_steps_per_second": 0.865,
"step": 118
},
{
"epoch": 0.9957805907172996,
"step": 118,
"total_flos": 3.48383355932246e+17,
"train_loss": 1.291591884726185,
"train_runtime": 1283.2771,
"train_samples_per_second": 5.898,
"train_steps_per_second": 0.092
}
],
"logging_steps": 5,
"max_steps": 118,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 100,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 3.48383355932246e+17,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}