mrferr3t's picture
Training in progress, step 720, checkpoint
0670f5b verified
raw
history blame
10.2 kB
{
"best_metric": 2.54923321563183e-07,
"best_model_checkpoint": "miner_id_24/checkpoint-720",
"epoch": 4.848484848484849,
"eval_steps": 20,
"global_step": 720,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.006734006734006734,
"eval_loss": 0.47625598311424255,
"eval_runtime": 4.3305,
"eval_samples_per_second": 28.865,
"eval_steps_per_second": 0.924,
"step": 1
},
{
"epoch": 0.13468013468013468,
"eval_loss": 5.0069978897226974e-05,
"eval_runtime": 4.3728,
"eval_samples_per_second": 28.585,
"eval_steps_per_second": 0.915,
"step": 20
},
{
"epoch": 0.26936026936026936,
"eval_loss": 8.045045433391351e-06,
"eval_runtime": 4.3441,
"eval_samples_per_second": 28.775,
"eval_steps_per_second": 0.921,
"step": 40
},
{
"epoch": 0.40404040404040403,
"eval_loss": 3.3631840778980404e-06,
"eval_runtime": 4.4814,
"eval_samples_per_second": 27.893,
"eval_steps_per_second": 0.893,
"step": 60
},
{
"epoch": 0.5387205387205387,
"eval_loss": 2.012430513786967e-06,
"eval_runtime": 4.4241,
"eval_samples_per_second": 28.254,
"eval_steps_per_second": 0.904,
"step": 80
},
{
"epoch": 0.6734006734006734,
"grad_norm": 4.331162563175894e-05,
"learning_rate": 0.0002886742611435581,
"loss": 0.0221,
"step": 100
},
{
"epoch": 0.6734006734006734,
"eval_loss": 1.4569956192644895e-06,
"eval_runtime": 4.4112,
"eval_samples_per_second": 28.337,
"eval_steps_per_second": 0.907,
"step": 100
},
{
"epoch": 0.8080808080808081,
"eval_loss": 1.157558699560468e-06,
"eval_runtime": 4.3819,
"eval_samples_per_second": 28.526,
"eval_steps_per_second": 0.913,
"step": 120
},
{
"epoch": 0.9427609427609428,
"eval_loss": 9.559958016325254e-07,
"eval_runtime": 4.3682,
"eval_samples_per_second": 28.616,
"eval_steps_per_second": 0.916,
"step": 140
},
{
"epoch": 1.0774410774410774,
"eval_loss": 8.15467842585349e-07,
"eval_runtime": 4.377,
"eval_samples_per_second": 28.559,
"eval_steps_per_second": 0.914,
"step": 160
},
{
"epoch": 1.2121212121212122,
"eval_loss": 7.171624929469544e-07,
"eval_runtime": 4.3662,
"eval_samples_per_second": 28.629,
"eval_steps_per_second": 0.916,
"step": 180
},
{
"epoch": 1.3468013468013469,
"grad_norm": 1.526053893030621e-05,
"learning_rate": 0.0002522394955933096,
"loss": 0.0,
"step": 200
},
{
"epoch": 1.3468013468013469,
"eval_loss": 6.367617970681749e-07,
"eval_runtime": 4.4095,
"eval_samples_per_second": 28.348,
"eval_steps_per_second": 0.907,
"step": 200
},
{
"epoch": 1.4814814814814814,
"eval_loss": 5.753882987846737e-07,
"eval_runtime": 4.3487,
"eval_samples_per_second": 28.744,
"eval_steps_per_second": 0.92,
"step": 220
},
{
"epoch": 1.6161616161616161,
"eval_loss": 5.237209279584931e-07,
"eval_runtime": 4.3453,
"eval_samples_per_second": 28.767,
"eval_steps_per_second": 0.921,
"step": 240
},
{
"epoch": 1.7508417508417509,
"eval_loss": 4.83989538224705e-07,
"eval_runtime": 4.3646,
"eval_samples_per_second": 28.64,
"eval_steps_per_second": 0.916,
"step": 260
},
{
"epoch": 1.8855218855218854,
"eval_loss": 4.489497769100126e-07,
"eval_runtime": 4.3601,
"eval_samples_per_second": 28.669,
"eval_steps_per_second": 0.917,
"step": 280
},
{
"epoch": 2.0202020202020203,
"grad_norm": 1.0282737093803007e-05,
"learning_rate": 0.00019721004253231048,
"loss": 0.0,
"step": 300
},
{
"epoch": 2.0202020202020203,
"eval_loss": 4.185091029285104e-07,
"eval_runtime": 4.3862,
"eval_samples_per_second": 28.499,
"eval_steps_per_second": 0.912,
"step": 300
},
{
"epoch": 2.154882154882155,
"eval_loss": 3.925752878330968e-07,
"eval_runtime": 4.3765,
"eval_samples_per_second": 28.562,
"eval_steps_per_second": 0.914,
"step": 320
},
{
"epoch": 2.28956228956229,
"eval_loss": 3.6971795225326787e-07,
"eval_runtime": 4.3977,
"eval_samples_per_second": 28.424,
"eval_steps_per_second": 0.91,
"step": 340
},
{
"epoch": 2.4242424242424243,
"eval_loss": 3.503983521113696e-07,
"eval_runtime": 4.387,
"eval_samples_per_second": 28.493,
"eval_steps_per_second": 0.912,
"step": 360
},
{
"epoch": 2.558922558922559,
"eval_loss": 3.3884660410876677e-07,
"eval_runtime": 4.549,
"eval_samples_per_second": 27.478,
"eval_steps_per_second": 0.879,
"step": 380
},
{
"epoch": 2.6936026936026938,
"grad_norm": 7.30554893380031e-06,
"learning_rate": 0.00013359431874331886,
"loss": 0.0,
"step": 400
},
{
"epoch": 2.6936026936026938,
"eval_loss": 3.222342002118239e-07,
"eval_runtime": 4.5438,
"eval_samples_per_second": 27.51,
"eval_steps_per_second": 0.88,
"step": 400
},
{
"epoch": 2.8282828282828283,
"eval_loss": 3.13235887006158e-07,
"eval_runtime": 4.3887,
"eval_samples_per_second": 28.482,
"eval_steps_per_second": 0.911,
"step": 420
},
{
"epoch": 2.962962962962963,
"eval_loss": 3.009457714142627e-07,
"eval_runtime": 4.3984,
"eval_samples_per_second": 28.419,
"eval_steps_per_second": 0.909,
"step": 440
},
{
"epoch": 3.0976430976430978,
"eval_loss": 2.9283941671565117e-07,
"eval_runtime": 4.4076,
"eval_samples_per_second": 28.36,
"eval_steps_per_second": 0.908,
"step": 460
},
{
"epoch": 3.2323232323232323,
"eval_loss": 2.863944814635033e-07,
"eval_runtime": 4.3566,
"eval_samples_per_second": 28.692,
"eval_steps_per_second": 0.918,
"step": 480
},
{
"epoch": 3.3670033670033668,
"grad_norm": 6.557375400007004e-06,
"learning_rate": 7.29623588569039e-05,
"loss": 0.0,
"step": 500
},
{
"epoch": 3.3670033670033668,
"eval_loss": 2.800263985136553e-07,
"eval_runtime": 4.3855,
"eval_samples_per_second": 28.503,
"eval_steps_per_second": 0.912,
"step": 500
},
{
"epoch": 3.5016835016835017,
"eval_loss": 2.736429962624243e-07,
"eval_runtime": 4.3648,
"eval_samples_per_second": 28.638,
"eval_steps_per_second": 0.916,
"step": 520
},
{
"epoch": 3.6363636363636362,
"eval_loss": 2.6893604854194564e-07,
"eval_runtime": 4.3884,
"eval_samples_per_second": 28.484,
"eval_steps_per_second": 0.912,
"step": 540
},
{
"epoch": 3.771043771043771,
"eval_loss": 2.6898223381977004e-07,
"eval_runtime": 4.4647,
"eval_samples_per_second": 27.998,
"eval_steps_per_second": 0.896,
"step": 560
},
{
"epoch": 3.9057239057239057,
"eval_loss": 2.6613662384988857e-07,
"eval_runtime": 4.3975,
"eval_samples_per_second": 28.425,
"eval_steps_per_second": 0.91,
"step": 580
},
{
"epoch": 4.040404040404041,
"grad_norm": 6.343952009046916e-06,
"learning_rate": 2.6341528967837533e-05,
"loss": 0.0,
"step": 600
},
{
"epoch": 4.040404040404041,
"eval_loss": 2.6435236577526666e-07,
"eval_runtime": 4.4258,
"eval_samples_per_second": 28.244,
"eval_steps_per_second": 0.904,
"step": 600
},
{
"epoch": 4.175084175084175,
"eval_loss": 2.6299875344193424e-07,
"eval_runtime": 4.3837,
"eval_samples_per_second": 28.514,
"eval_steps_per_second": 0.912,
"step": 620
},
{
"epoch": 4.30976430976431,
"eval_loss": 2.578611599801661e-07,
"eval_runtime": 4.3645,
"eval_samples_per_second": 28.64,
"eval_steps_per_second": 0.916,
"step": 640
},
{
"epoch": 4.444444444444445,
"eval_loss": 2.583842331205233e-07,
"eval_runtime": 4.3769,
"eval_samples_per_second": 28.559,
"eval_steps_per_second": 0.914,
"step": 660
},
{
"epoch": 4.57912457912458,
"eval_loss": 2.556154470312322e-07,
"eval_runtime": 4.368,
"eval_samples_per_second": 28.617,
"eval_steps_per_second": 0.916,
"step": 680
},
{
"epoch": 4.713804713804714,
"grad_norm": 5.829084329889156e-06,
"learning_rate": 2.2109374505137555e-06,
"loss": 0.0,
"step": 700
},
{
"epoch": 4.713804713804714,
"eval_loss": 2.5736900965966925e-07,
"eval_runtime": 4.3762,
"eval_samples_per_second": 28.563,
"eval_steps_per_second": 0.914,
"step": 700
},
{
"epoch": 4.848484848484849,
"eval_loss": 2.54923321563183e-07,
"eval_runtime": 4.3625,
"eval_samples_per_second": 28.653,
"eval_steps_per_second": 0.917,
"step": 720
}
],
"logging_steps": 100,
"max_steps": 740,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"save_steps": 20,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 3,
"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": 3.040487007898829e+17,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}