besimray's picture
Training in progress, step 20, checkpoint
8cba6fc verified
{
"best_metric": 0.7479696273803711,
"best_model_checkpoint": "miner_id_24/checkpoint-20",
"epoch": 0.0477326968973747,
"eval_steps": 5,
"global_step": 20,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.002386634844868735,
"grad_norm": 0.8287795186042786,
"learning_rate": 2e-05,
"loss": 0.8038,
"step": 1
},
{
"epoch": 0.002386634844868735,
"eval_loss": 0.8742901682853699,
"eval_runtime": 88.9007,
"eval_samples_per_second": 1.991,
"eval_steps_per_second": 1.001,
"step": 1
},
{
"epoch": 0.00477326968973747,
"grad_norm": 0.2608904540538788,
"learning_rate": 4e-05,
"loss": 0.7002,
"step": 2
},
{
"epoch": 0.007159904534606206,
"grad_norm": 0.3414213955402374,
"learning_rate": 6e-05,
"loss": 0.7874,
"step": 3
},
{
"epoch": 0.00954653937947494,
"grad_norm": 0.3702467978000641,
"learning_rate": 8e-05,
"loss": 0.6293,
"step": 4
},
{
"epoch": 0.011933174224343675,
"grad_norm": 0.3586605191230774,
"learning_rate": 0.0001,
"loss": 0.6539,
"step": 5
},
{
"epoch": 0.011933174224343675,
"eval_loss": 0.8658517003059387,
"eval_runtime": 88.9025,
"eval_samples_per_second": 1.991,
"eval_steps_per_second": 1.001,
"step": 5
},
{
"epoch": 0.014319809069212411,
"grad_norm": 0.42771315574645996,
"learning_rate": 0.00012,
"loss": 0.7592,
"step": 6
},
{
"epoch": 0.016706443914081145,
"grad_norm": 0.5302035808563232,
"learning_rate": 0.00014,
"loss": 0.6993,
"step": 7
},
{
"epoch": 0.01909307875894988,
"grad_norm": 0.418961763381958,
"learning_rate": 0.00016,
"loss": 0.9279,
"step": 8
},
{
"epoch": 0.021479713603818614,
"grad_norm": 0.32545751333236694,
"learning_rate": 0.00018,
"loss": 0.5822,
"step": 9
},
{
"epoch": 0.02386634844868735,
"grad_norm": 0.3017027974128723,
"learning_rate": 0.0002,
"loss": 0.6542,
"step": 10
},
{
"epoch": 0.02386634844868735,
"eval_loss": 0.7966330051422119,
"eval_runtime": 88.9654,
"eval_samples_per_second": 1.99,
"eval_steps_per_second": 1.0,
"step": 10
},
{
"epoch": 0.026252983293556086,
"grad_norm": 1.3630088567733765,
"learning_rate": 0.0001999979446958366,
"loss": 0.8378,
"step": 11
},
{
"epoch": 0.028639618138424822,
"grad_norm": 0.4510791301727295,
"learning_rate": 0.00019999177886783194,
"loss": 0.8985,
"step": 12
},
{
"epoch": 0.031026252983293555,
"grad_norm": 0.5864933729171753,
"learning_rate": 0.00019998150276943902,
"loss": 0.6781,
"step": 13
},
{
"epoch": 0.03341288782816229,
"grad_norm": 0.423950731754303,
"learning_rate": 0.000199967116823068,
"loss": 0.5872,
"step": 14
},
{
"epoch": 0.03579952267303103,
"grad_norm": 0.5833825469017029,
"learning_rate": 0.0001999486216200688,
"loss": 0.7589,
"step": 15
},
{
"epoch": 0.03579952267303103,
"eval_loss": 0.7643417119979858,
"eval_runtime": 88.8878,
"eval_samples_per_second": 1.991,
"eval_steps_per_second": 1.001,
"step": 15
},
{
"epoch": 0.03818615751789976,
"grad_norm": 0.368539035320282,
"learning_rate": 0.00019992601792070679,
"loss": 0.684,
"step": 16
},
{
"epoch": 0.0405727923627685,
"grad_norm": 0.4044187664985657,
"learning_rate": 0.00019989930665413147,
"loss": 0.7617,
"step": 17
},
{
"epoch": 0.04295942720763723,
"grad_norm": 0.590376079082489,
"learning_rate": 0.00019986848891833845,
"loss": 0.7967,
"step": 18
},
{
"epoch": 0.045346062052505964,
"grad_norm": 0.3635483384132385,
"learning_rate": 0.0001998335659801241,
"loss": 0.5567,
"step": 19
},
{
"epoch": 0.0477326968973747,
"grad_norm": 0.5464037656784058,
"learning_rate": 0.00019979453927503364,
"loss": 0.6186,
"step": 20
},
{
"epoch": 0.0477326968973747,
"eval_loss": 0.7479696273803711,
"eval_runtime": 88.8942,
"eval_samples_per_second": 1.991,
"eval_steps_per_second": 1.001,
"step": 20
}
],
"logging_steps": 1,
"max_steps": 500,
"num_input_tokens_seen": 0,
"num_train_epochs": 2,
"save_steps": 10,
"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": false
},
"attributes": {}
}
},
"total_flos": 2.984041808658432e+16,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}