lesso12's picture
Training in progress, step 300, checkpoint
12c4fb3 verified
raw
history blame
7.72 kB
{
"best_metric": 1.2163466215133667,
"best_model_checkpoint": "miner_id_24/checkpoint-300",
"epoch": 0.047934808660222095,
"eval_steps": 50,
"global_step": 300,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.00015978269553407366,
"eval_loss": 1.6500585079193115,
"eval_runtime": 49.2063,
"eval_samples_per_second": 53.55,
"eval_steps_per_second": 13.393,
"step": 1
},
{
"epoch": 0.0015978269553407365,
"grad_norm": 0.31304410099983215,
"learning_rate": 4.24e-05,
"loss": 1.6422,
"step": 10
},
{
"epoch": 0.003195653910681473,
"grad_norm": 0.5056787729263306,
"learning_rate": 8.48e-05,
"loss": 1.6523,
"step": 20
},
{
"epoch": 0.00479348086602221,
"grad_norm": 0.5264449715614319,
"learning_rate": 0.0001272,
"loss": 1.4867,
"step": 30
},
{
"epoch": 0.006391307821362946,
"grad_norm": 0.7551277875900269,
"learning_rate": 0.0001696,
"loss": 1.4439,
"step": 40
},
{
"epoch": 0.007989134776703682,
"grad_norm": 1.3374431133270264,
"learning_rate": 0.000212,
"loss": 1.2566,
"step": 50
},
{
"epoch": 0.007989134776703682,
"eval_loss": 1.3853693008422852,
"eval_runtime": 49.2099,
"eval_samples_per_second": 53.546,
"eval_steps_per_second": 13.392,
"step": 50
},
{
"epoch": 0.00958696173204442,
"grad_norm": 0.36312878131866455,
"learning_rate": 0.00021174178932754136,
"loss": 1.538,
"step": 60
},
{
"epoch": 0.011184788687385157,
"grad_norm": 0.49091804027557373,
"learning_rate": 0.00021096841528660647,
"loss": 1.4567,
"step": 70
},
{
"epoch": 0.012782615642725892,
"grad_norm": 0.5926417112350464,
"learning_rate": 0.0002096836456777834,
"loss": 1.2948,
"step": 80
},
{
"epoch": 0.01438044259806663,
"grad_norm": 0.6516161561012268,
"learning_rate": 0.00020789373976946182,
"loss": 1.1847,
"step": 90
},
{
"epoch": 0.015978269553407365,
"grad_norm": 1.2274402379989624,
"learning_rate": 0.0002056074178033063,
"loss": 1.0668,
"step": 100
},
{
"epoch": 0.015978269553407365,
"eval_loss": 1.308932900428772,
"eval_runtime": 49.1943,
"eval_samples_per_second": 53.563,
"eval_steps_per_second": 13.396,
"step": 100
},
{
"epoch": 0.017576096508748102,
"grad_norm": 0.3842248022556305,
"learning_rate": 0.00020283581851011567,
"loss": 1.5373,
"step": 110
},
{
"epoch": 0.01917392346408884,
"grad_norm": 0.4492928981781006,
"learning_rate": 0.00019959244484304625,
"loss": 1.4419,
"step": 120
},
{
"epoch": 0.020771750419429576,
"grad_norm": 0.5767350196838379,
"learning_rate": 0.00019589309819258114,
"loss": 1.3442,
"step": 130
},
{
"epoch": 0.022369577374770314,
"grad_norm": 0.6538853049278259,
"learning_rate": 0.00019175580140374444,
"loss": 1.0945,
"step": 140
},
{
"epoch": 0.023967404330111047,
"grad_norm": 1.4180448055267334,
"learning_rate": 0.00018720071097061167,
"loss": 1.0496,
"step": 150
},
{
"epoch": 0.023967404330111047,
"eval_loss": 1.282002568244934,
"eval_runtime": 49.137,
"eval_samples_per_second": 53.626,
"eval_steps_per_second": 13.411,
"step": 150
},
{
"epoch": 0.025565231285451784,
"grad_norm": 0.38757893443107605,
"learning_rate": 0.00018225001883589702,
"loss": 1.4831,
"step": 160
},
{
"epoch": 0.02716305824079252,
"grad_norm": 0.4853920340538025,
"learning_rate": 0.00017692784427403898,
"loss": 1.4429,
"step": 170
},
{
"epoch": 0.02876088519613326,
"grad_norm": 0.5605722069740295,
"learning_rate": 0.00017126011638451976,
"loss": 1.2459,
"step": 180
},
{
"epoch": 0.030358712151473996,
"grad_norm": 0.6170331239700317,
"learning_rate": 0.00016527444776789915,
"loss": 1.009,
"step": 190
},
{
"epoch": 0.03195653910681473,
"grad_norm": 1.6762750148773193,
"learning_rate": 0.00015900000000000002,
"loss": 1.0656,
"step": 200
},
{
"epoch": 0.03195653910681473,
"eval_loss": 1.2561191320419312,
"eval_runtime": 49.3809,
"eval_samples_per_second": 53.361,
"eval_steps_per_second": 13.345,
"step": 200
},
{
"epoch": 0.03355436606215547,
"grad_norm": 0.37146052718162537,
"learning_rate": 0.0001524673415596422,
"loss": 1.4539,
"step": 210
},
{
"epoch": 0.035152193017496204,
"grad_norm": 0.47493624687194824,
"learning_rate": 0.00014570829890208668,
"loss": 1.3451,
"step": 220
},
{
"epoch": 0.036750019972836945,
"grad_norm": 0.5821739435195923,
"learning_rate": 0.00013875580140374443,
"loss": 1.3524,
"step": 230
},
{
"epoch": 0.03834784692817768,
"grad_norm": 0.6922153234481812,
"learning_rate": 0.00013164372093356477,
"loss": 1.1759,
"step": 240
},
{
"epoch": 0.03994567388351841,
"grad_norm": 1.3326733112335205,
"learning_rate": 0.00012440670683269464,
"loss": 1.0188,
"step": 250
},
{
"epoch": 0.03994567388351841,
"eval_loss": 1.2323858737945557,
"eval_runtime": 49.4073,
"eval_samples_per_second": 53.332,
"eval_steps_per_second": 13.338,
"step": 250
},
{
"epoch": 0.04154350083885915,
"grad_norm": 0.3916065990924835,
"learning_rate": 0.00011708001710637128,
"loss": 1.4353,
"step": 260
},
{
"epoch": 0.04314132779419989,
"grad_norm": 0.47572290897369385,
"learning_rate": 0.00010969934665046512,
"loss": 1.3617,
"step": 270
},
{
"epoch": 0.04473915474954063,
"grad_norm": 0.5964052081108093,
"learning_rate": 0.00010230065334953492,
"loss": 1.2104,
"step": 280
},
{
"epoch": 0.04633698170488136,
"grad_norm": 0.7098691463470459,
"learning_rate": 9.491998289362875e-05,
"loss": 1.0909,
"step": 290
},
{
"epoch": 0.047934808660222095,
"grad_norm": 1.1634002923965454,
"learning_rate": 8.759329316730539e-05,
"loss": 0.9742,
"step": 300
},
{
"epoch": 0.047934808660222095,
"eval_loss": 1.2163466215133667,
"eval_runtime": 49.1098,
"eval_samples_per_second": 53.655,
"eval_steps_per_second": 13.419,
"step": 300
}
],
"logging_steps": 10,
"max_steps": 500,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 50,
"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": 8402222601732096.0,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}