0x1202's picture
Training in progress, step 200, checkpoint
07c6852 verified
{
"best_metric": 1.7377251386642456,
"best_model_checkpoint": "miner_id_24/checkpoint-200",
"epoch": 0.18509949097639983,
"eval_steps": 50,
"global_step": 200,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0009254974548819991,
"eval_loss": 2.0847232341766357,
"eval_runtime": 162.4017,
"eval_samples_per_second": 11.207,
"eval_steps_per_second": 2.802,
"step": 1
},
{
"epoch": 0.00925497454881999,
"grad_norm": 0.5288553833961487,
"learning_rate": 5e-05,
"loss": 1.9788,
"step": 10
},
{
"epoch": 0.01850994909763998,
"grad_norm": 0.2687051594257355,
"learning_rate": 0.0001,
"loss": 1.8967,
"step": 20
},
{
"epoch": 0.027764923646459973,
"grad_norm": 0.285468190908432,
"learning_rate": 9.924038765061042e-05,
"loss": 1.8612,
"step": 30
},
{
"epoch": 0.03701989819527996,
"grad_norm": 0.3615187406539917,
"learning_rate": 9.698463103929542e-05,
"loss": 1.8278,
"step": 40
},
{
"epoch": 0.04627487274409996,
"grad_norm": 0.8302805423736572,
"learning_rate": 9.330127018922194e-05,
"loss": 1.7995,
"step": 50
},
{
"epoch": 0.04627487274409996,
"eval_loss": 1.8223581314086914,
"eval_runtime": 164.1133,
"eval_samples_per_second": 11.09,
"eval_steps_per_second": 2.772,
"step": 50
},
{
"epoch": 0.055529847292919945,
"grad_norm": 0.2162926346063614,
"learning_rate": 8.83022221559489e-05,
"loss": 1.8218,
"step": 60
},
{
"epoch": 0.06478482184173993,
"grad_norm": 0.22706399857997894,
"learning_rate": 8.213938048432697e-05,
"loss": 1.7809,
"step": 70
},
{
"epoch": 0.07403979639055992,
"grad_norm": 0.26259857416152954,
"learning_rate": 7.500000000000001e-05,
"loss": 1.775,
"step": 80
},
{
"epoch": 0.08329477093937991,
"grad_norm": 0.33791765570640564,
"learning_rate": 6.710100716628344e-05,
"loss": 1.7634,
"step": 90
},
{
"epoch": 0.09254974548819991,
"grad_norm": 0.899003267288208,
"learning_rate": 5.868240888334653e-05,
"loss": 1.7645,
"step": 100
},
{
"epoch": 0.09254974548819991,
"eval_loss": 1.7726473808288574,
"eval_runtime": 164.1416,
"eval_samples_per_second": 11.088,
"eval_steps_per_second": 2.772,
"step": 100
},
{
"epoch": 0.1018047200370199,
"grad_norm": 0.21113358438014984,
"learning_rate": 5e-05,
"loss": 1.7978,
"step": 110
},
{
"epoch": 0.11105969458583989,
"grad_norm": 0.23512417078018188,
"learning_rate": 4.131759111665349e-05,
"loss": 1.7734,
"step": 120
},
{
"epoch": 0.12031466913465988,
"grad_norm": 0.28493714332580566,
"learning_rate": 3.289899283371657e-05,
"loss": 1.7711,
"step": 130
},
{
"epoch": 0.12956964368347987,
"grad_norm": 0.33335134387016296,
"learning_rate": 2.500000000000001e-05,
"loss": 1.7619,
"step": 140
},
{
"epoch": 0.13882461823229986,
"grad_norm": 0.7424925565719604,
"learning_rate": 1.7860619515673033e-05,
"loss": 1.7731,
"step": 150
},
{
"epoch": 0.13882461823229986,
"eval_loss": 1.7417677640914917,
"eval_runtime": 164.0774,
"eval_samples_per_second": 11.092,
"eval_steps_per_second": 2.773,
"step": 150
},
{
"epoch": 0.14807959278111985,
"grad_norm": 0.22447636723518372,
"learning_rate": 1.1697777844051105e-05,
"loss": 1.7912,
"step": 160
},
{
"epoch": 0.15733456732993983,
"grad_norm": 0.23410490155220032,
"learning_rate": 6.698729810778065e-06,
"loss": 1.7734,
"step": 170
},
{
"epoch": 0.16658954187875982,
"grad_norm": 0.2778407037258148,
"learning_rate": 3.0153689607045845e-06,
"loss": 1.7592,
"step": 180
},
{
"epoch": 0.1758445164275798,
"grad_norm": 0.3438330888748169,
"learning_rate": 7.596123493895991e-07,
"loss": 1.7603,
"step": 190
},
{
"epoch": 0.18509949097639983,
"grad_norm": 0.7146674394607544,
"learning_rate": 0.0,
"loss": 1.7467,
"step": 200
},
{
"epoch": 0.18509949097639983,
"eval_loss": 1.7377251386642456,
"eval_runtime": 163.7691,
"eval_samples_per_second": 11.113,
"eval_steps_per_second": 2.778,
"step": 200
}
],
"logging_steps": 10,
"max_steps": 200,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"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": 3.5796047653502976e+17,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}