lesso11's picture
Training in progress, step 25, checkpoint
6b51318 verified
{
"best_metric": 0.1660141497850418,
"best_model_checkpoint": "miner_id_24/checkpoint-25",
"epoch": 0.04215851602023609,
"eval_steps": 5,
"global_step": 25,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0016863406408094434,
"grad_norm": 3.0104711055755615,
"learning_rate": 2e-05,
"loss": 9.4017,
"step": 1
},
{
"epoch": 0.0016863406408094434,
"eval_loss": 2.1967105865478516,
"eval_runtime": 47.4552,
"eval_samples_per_second": 5.268,
"eval_steps_per_second": 2.634,
"step": 1
},
{
"epoch": 0.003372681281618887,
"grad_norm": 3.4141628742218018,
"learning_rate": 4e-05,
"loss": 8.6845,
"step": 2
},
{
"epoch": 0.00505902192242833,
"grad_norm": 3.420022487640381,
"learning_rate": 6e-05,
"loss": 8.4328,
"step": 3
},
{
"epoch": 0.006745362563237774,
"grad_norm": 3.638615846633911,
"learning_rate": 8e-05,
"loss": 9.1867,
"step": 4
},
{
"epoch": 0.008431703204047217,
"grad_norm": 4.243889331817627,
"learning_rate": 0.0001,
"loss": 8.4538,
"step": 5
},
{
"epoch": 0.008431703204047217,
"eval_loss": 2.0898311138153076,
"eval_runtime": 47.5081,
"eval_samples_per_second": 5.262,
"eval_steps_per_second": 2.631,
"step": 5
},
{
"epoch": 0.01011804384485666,
"grad_norm": 5.26145601272583,
"learning_rate": 0.00012,
"loss": 7.6572,
"step": 6
},
{
"epoch": 0.011804384485666104,
"grad_norm": 6.131259918212891,
"learning_rate": 0.00014,
"loss": 7.1481,
"step": 7
},
{
"epoch": 0.013490725126475547,
"grad_norm": 7.825711250305176,
"learning_rate": 0.00016,
"loss": 5.9397,
"step": 8
},
{
"epoch": 0.01517706576728499,
"grad_norm": 7.180585861206055,
"learning_rate": 0.00018,
"loss": 4.6343,
"step": 9
},
{
"epoch": 0.016863406408094434,
"grad_norm": 8.550070762634277,
"learning_rate": 0.0002,
"loss": 4.0691,
"step": 10
},
{
"epoch": 0.016863406408094434,
"eval_loss": 0.5549235939979553,
"eval_runtime": 47.4748,
"eval_samples_per_second": 5.266,
"eval_steps_per_second": 2.633,
"step": 10
},
{
"epoch": 0.01854974704890388,
"grad_norm": 6.39945650100708,
"learning_rate": 0.00019781476007338058,
"loss": 2.1063,
"step": 11
},
{
"epoch": 0.02023608768971332,
"grad_norm": 4.738637447357178,
"learning_rate": 0.0001913545457642601,
"loss": 1.0059,
"step": 12
},
{
"epoch": 0.021922428330522766,
"grad_norm": 6.6305317878723145,
"learning_rate": 0.00018090169943749476,
"loss": 0.7437,
"step": 13
},
{
"epoch": 0.023608768971332208,
"grad_norm": 9.981011390686035,
"learning_rate": 0.00016691306063588583,
"loss": 1.1198,
"step": 14
},
{
"epoch": 0.025295109612141653,
"grad_norm": 6.777435302734375,
"learning_rate": 0.00015000000000000001,
"loss": 0.6929,
"step": 15
},
{
"epoch": 0.025295109612141653,
"eval_loss": 0.26381444931030273,
"eval_runtime": 47.4625,
"eval_samples_per_second": 5.267,
"eval_steps_per_second": 2.634,
"step": 15
},
{
"epoch": 0.026981450252951095,
"grad_norm": 8.257752418518066,
"learning_rate": 0.00013090169943749476,
"loss": 1.5329,
"step": 16
},
{
"epoch": 0.02866779089376054,
"grad_norm": 5.138362407684326,
"learning_rate": 0.00011045284632676536,
"loss": 0.3854,
"step": 17
},
{
"epoch": 0.03035413153456998,
"grad_norm": 2.0844039916992188,
"learning_rate": 8.954715367323468e-05,
"loss": 0.1423,
"step": 18
},
{
"epoch": 0.03204047217537943,
"grad_norm": 2.545337200164795,
"learning_rate": 6.909830056250527e-05,
"loss": 0.1563,
"step": 19
},
{
"epoch": 0.03372681281618887,
"grad_norm": 3.5031182765960693,
"learning_rate": 5.000000000000002e-05,
"loss": 0.1879,
"step": 20
},
{
"epoch": 0.03372681281618887,
"eval_loss": 0.17875705659389496,
"eval_runtime": 47.5141,
"eval_samples_per_second": 5.262,
"eval_steps_per_second": 2.631,
"step": 20
},
{
"epoch": 0.03541315345699832,
"grad_norm": 5.7535295486450195,
"learning_rate": 3.308693936411421e-05,
"loss": 2.4698,
"step": 21
},
{
"epoch": 0.03709949409780776,
"grad_norm": 2.8564772605895996,
"learning_rate": 1.9098300562505266e-05,
"loss": 0.2599,
"step": 22
},
{
"epoch": 0.0387858347386172,
"grad_norm": 0.8172993063926697,
"learning_rate": 8.645454235739903e-06,
"loss": 0.0864,
"step": 23
},
{
"epoch": 0.04047217537942664,
"grad_norm": 3.7000441551208496,
"learning_rate": 2.1852399266194314e-06,
"loss": 0.2295,
"step": 24
},
{
"epoch": 0.04215851602023609,
"grad_norm": 3.757780075073242,
"learning_rate": 0.0,
"loss": 0.944,
"step": 25
},
{
"epoch": 0.04215851602023609,
"eval_loss": 0.1660141497850418,
"eval_runtime": 47.4874,
"eval_samples_per_second": 5.265,
"eval_steps_per_second": 2.632,
"step": 25
}
],
"logging_steps": 1,
"max_steps": 25,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 10,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 2,
"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": 7915560763392000.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}