lesso12's picture
Training in progress, step 25, checkpoint
41987e5 verified
{
"best_metric": 0.8129812479019165,
"best_model_checkpoint": "miner_id_24/checkpoint-25",
"epoch": 0.0011708916339792752,
"eval_steps": 5,
"global_step": 25,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 4.6835665359171006e-05,
"grad_norm": 0.7221629619598389,
"learning_rate": 2e-05,
"loss": 0.876,
"step": 1
},
{
"epoch": 4.6835665359171006e-05,
"eval_loss": 1.0366460084915161,
"eval_runtime": 2844.3805,
"eval_samples_per_second": 3.161,
"eval_steps_per_second": 1.58,
"step": 1
},
{
"epoch": 9.367133071834201e-05,
"grad_norm": 0.8914138078689575,
"learning_rate": 4e-05,
"loss": 0.9882,
"step": 2
},
{
"epoch": 0.00014050699607751302,
"grad_norm": 0.9784770607948303,
"learning_rate": 6e-05,
"loss": 1.2942,
"step": 3
},
{
"epoch": 0.00018734266143668403,
"grad_norm": 0.7786074280738831,
"learning_rate": 8e-05,
"loss": 0.9422,
"step": 4
},
{
"epoch": 0.00023417832679585503,
"grad_norm": 0.6185960173606873,
"learning_rate": 0.0001,
"loss": 0.8609,
"step": 5
},
{
"epoch": 0.00023417832679585503,
"eval_loss": 0.9876631498336792,
"eval_runtime": 2857.2233,
"eval_samples_per_second": 3.146,
"eval_steps_per_second": 1.573,
"step": 5
},
{
"epoch": 0.00028101399215502604,
"grad_norm": 0.6685774326324463,
"learning_rate": 0.00012,
"loss": 0.8235,
"step": 6
},
{
"epoch": 0.00032784965751419707,
"grad_norm": 0.6721071004867554,
"learning_rate": 0.00014,
"loss": 0.989,
"step": 7
},
{
"epoch": 0.00037468532287336805,
"grad_norm": 0.8013759255409241,
"learning_rate": 0.00016,
"loss": 0.8728,
"step": 8
},
{
"epoch": 0.0004215209882325391,
"grad_norm": 0.6883695721626282,
"learning_rate": 0.00018,
"loss": 0.774,
"step": 9
},
{
"epoch": 0.00046835665359171006,
"grad_norm": 0.5397657155990601,
"learning_rate": 0.0002,
"loss": 0.7173,
"step": 10
},
{
"epoch": 0.00046835665359171006,
"eval_loss": 0.8521348237991333,
"eval_runtime": 2828.8096,
"eval_samples_per_second": 3.178,
"eval_steps_per_second": 1.589,
"step": 10
},
{
"epoch": 0.000515192318950881,
"grad_norm": 0.6538496017456055,
"learning_rate": 0.00019781476007338058,
"loss": 0.8828,
"step": 11
},
{
"epoch": 0.0005620279843100521,
"grad_norm": 0.7199555039405823,
"learning_rate": 0.0001913545457642601,
"loss": 0.6093,
"step": 12
},
{
"epoch": 0.0006088636496692231,
"grad_norm": 0.8212117552757263,
"learning_rate": 0.00018090169943749476,
"loss": 0.842,
"step": 13
},
{
"epoch": 0.0006556993150283941,
"grad_norm": 0.6258594989776611,
"learning_rate": 0.00016691306063588583,
"loss": 0.7928,
"step": 14
},
{
"epoch": 0.0007025349803875652,
"grad_norm": 0.8337199687957764,
"learning_rate": 0.00015000000000000001,
"loss": 0.8851,
"step": 15
},
{
"epoch": 0.0007025349803875652,
"eval_loss": 0.8297687768936157,
"eval_runtime": 2839.0047,
"eval_samples_per_second": 3.167,
"eval_steps_per_second": 1.583,
"step": 15
},
{
"epoch": 0.0007493706457467361,
"grad_norm": 0.5545913577079773,
"learning_rate": 0.00013090169943749476,
"loss": 0.7313,
"step": 16
},
{
"epoch": 0.0007962063111059071,
"grad_norm": 0.6206797361373901,
"learning_rate": 0.00011045284632676536,
"loss": 0.8542,
"step": 17
},
{
"epoch": 0.0008430419764650782,
"grad_norm": 0.6755259037017822,
"learning_rate": 8.954715367323468e-05,
"loss": 0.8265,
"step": 18
},
{
"epoch": 0.0008898776418242492,
"grad_norm": 0.46088144183158875,
"learning_rate": 6.909830056250527e-05,
"loss": 0.6002,
"step": 19
},
{
"epoch": 0.0009367133071834201,
"grad_norm": 0.6171578764915466,
"learning_rate": 5.000000000000002e-05,
"loss": 0.9655,
"step": 20
},
{
"epoch": 0.0009367133071834201,
"eval_loss": 0.815974235534668,
"eval_runtime": 2833.2714,
"eval_samples_per_second": 3.173,
"eval_steps_per_second": 1.587,
"step": 20
},
{
"epoch": 0.0009835489725425913,
"grad_norm": 0.47180765867233276,
"learning_rate": 3.308693936411421e-05,
"loss": 0.7465,
"step": 21
},
{
"epoch": 0.001030384637901762,
"grad_norm": 0.4130145311355591,
"learning_rate": 1.9098300562505266e-05,
"loss": 0.5707,
"step": 22
},
{
"epoch": 0.0010772203032609331,
"grad_norm": 0.730938732624054,
"learning_rate": 8.645454235739903e-06,
"loss": 0.8911,
"step": 23
},
{
"epoch": 0.0011240559686201042,
"grad_norm": 0.5450481176376343,
"learning_rate": 2.1852399266194314e-06,
"loss": 0.7751,
"step": 24
},
{
"epoch": 0.0011708916339792752,
"grad_norm": 0.48658469319343567,
"learning_rate": 0.0,
"loss": 0.8835,
"step": 25
},
{
"epoch": 0.0011708916339792752,
"eval_loss": 0.8129812479019165,
"eval_runtime": 2839.9874,
"eval_samples_per_second": 3.166,
"eval_steps_per_second": 1.583,
"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": 5918605594066944.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}