Dnsx077's picture
Training in progress, step 50, checkpoint
77621b8 verified
{
"best_metric": 0.8060246706008911,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.034897923573547374,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0006979584714709475,
"grad_norm": 72.42657470703125,
"learning_rate": 0.0001,
"loss": 11.898,
"step": 1
},
{
"epoch": 0.0006979584714709475,
"eval_loss": 9.104303359985352,
"eval_runtime": 45.1392,
"eval_samples_per_second": 13.381,
"eval_steps_per_second": 6.69,
"step": 1
},
{
"epoch": 0.001395916942941895,
"grad_norm": 70.2101821899414,
"learning_rate": 0.0002,
"loss": 9.8734,
"step": 2
},
{
"epoch": 0.0020938754144128424,
"grad_norm": 43.087833404541016,
"learning_rate": 0.00019978589232386035,
"loss": 8.1341,
"step": 3
},
{
"epoch": 0.00279183388588379,
"grad_norm": 57.438655853271484,
"learning_rate": 0.00019914448613738106,
"loss": 6.4755,
"step": 4
},
{
"epoch": 0.003489792357354737,
"grad_norm": 22.67092514038086,
"learning_rate": 0.00019807852804032305,
"loss": 5.2584,
"step": 5
},
{
"epoch": 0.004187750828825685,
"grad_norm": 26.57111358642578,
"learning_rate": 0.00019659258262890683,
"loss": 3.7605,
"step": 6
},
{
"epoch": 0.004885709300296632,
"grad_norm": 20.17916488647461,
"learning_rate": 0.0001946930129495106,
"loss": 2.6688,
"step": 7
},
{
"epoch": 0.00558366777176758,
"grad_norm": 15.502541542053223,
"learning_rate": 0.0001923879532511287,
"loss": 1.1657,
"step": 8
},
{
"epoch": 0.006281626243238528,
"grad_norm": 10.5908784866333,
"learning_rate": 0.00018968727415326884,
"loss": 0.8885,
"step": 9
},
{
"epoch": 0.006979584714709474,
"grad_norm": 20.844127655029297,
"learning_rate": 0.00018660254037844388,
"loss": 1.8588,
"step": 10
},
{
"epoch": 0.007677543186180422,
"grad_norm": 13.938933372497559,
"learning_rate": 0.00018314696123025454,
"loss": 1.2396,
"step": 11
},
{
"epoch": 0.00837550165765137,
"grad_norm": 10.462559700012207,
"learning_rate": 0.00017933533402912354,
"loss": 1.8381,
"step": 12
},
{
"epoch": 0.009073460129122317,
"grad_norm": 9.832139015197754,
"learning_rate": 0.00017518398074789775,
"loss": 1.2033,
"step": 13
},
{
"epoch": 0.009771418600593265,
"grad_norm": 17.391014099121094,
"learning_rate": 0.00017071067811865476,
"loss": 2.7832,
"step": 14
},
{
"epoch": 0.010469377072064212,
"grad_norm": 9.854270935058594,
"learning_rate": 0.00016593458151000688,
"loss": 1.3104,
"step": 15
},
{
"epoch": 0.01116733554353516,
"grad_norm": 10.468400955200195,
"learning_rate": 0.00016087614290087208,
"loss": 1.4715,
"step": 16
},
{
"epoch": 0.011865294015006108,
"grad_norm": 7.751452445983887,
"learning_rate": 0.00015555702330196023,
"loss": 1.1026,
"step": 17
},
{
"epoch": 0.012563252486477055,
"grad_norm": 11.4496431350708,
"learning_rate": 0.00015000000000000001,
"loss": 1.2344,
"step": 18
},
{
"epoch": 0.013261210957948003,
"grad_norm": 10.769119262695312,
"learning_rate": 0.00014422886902190014,
"loss": 1.5078,
"step": 19
},
{
"epoch": 0.013959169429418949,
"grad_norm": 7.264293193817139,
"learning_rate": 0.000138268343236509,
"loss": 1.0419,
"step": 20
},
{
"epoch": 0.014657127900889896,
"grad_norm": 7.968069553375244,
"learning_rate": 0.00013214394653031616,
"loss": 0.9254,
"step": 21
},
{
"epoch": 0.015355086372360844,
"grad_norm": 10.285526275634766,
"learning_rate": 0.00012588190451025207,
"loss": 1.1889,
"step": 22
},
{
"epoch": 0.01605304484383179,
"grad_norm": 10.647075653076172,
"learning_rate": 0.00011950903220161285,
"loss": 1.1386,
"step": 23
},
{
"epoch": 0.01675100331530274,
"grad_norm": 10.445228576660156,
"learning_rate": 0.00011305261922200519,
"loss": 0.6282,
"step": 24
},
{
"epoch": 0.017448961786773687,
"grad_norm": 10.61379623413086,
"learning_rate": 0.00010654031292301432,
"loss": 1.0902,
"step": 25
},
{
"epoch": 0.017448961786773687,
"eval_loss": 0.9804576635360718,
"eval_runtime": 45.495,
"eval_samples_per_second": 13.276,
"eval_steps_per_second": 6.638,
"step": 25
},
{
"epoch": 0.018146920258244634,
"grad_norm": 9.390534400939941,
"learning_rate": 0.0001,
"loss": 0.9165,
"step": 26
},
{
"epoch": 0.018844878729715582,
"grad_norm": 9.242115020751953,
"learning_rate": 9.345968707698569e-05,
"loss": 0.7231,
"step": 27
},
{
"epoch": 0.01954283720118653,
"grad_norm": 9.97008991241455,
"learning_rate": 8.694738077799488e-05,
"loss": 0.89,
"step": 28
},
{
"epoch": 0.020240795672657477,
"grad_norm": 7.491469860076904,
"learning_rate": 8.049096779838719e-05,
"loss": 0.842,
"step": 29
},
{
"epoch": 0.020938754144128425,
"grad_norm": 11.089756965637207,
"learning_rate": 7.411809548974792e-05,
"loss": 1.1112,
"step": 30
},
{
"epoch": 0.021636712615599372,
"grad_norm": 11.30197811126709,
"learning_rate": 6.785605346968386e-05,
"loss": 0.5563,
"step": 31
},
{
"epoch": 0.02233467108707032,
"grad_norm": 5.173059463500977,
"learning_rate": 6.173165676349103e-05,
"loss": 0.6147,
"step": 32
},
{
"epoch": 0.023032629558541268,
"grad_norm": 7.637121200561523,
"learning_rate": 5.577113097809989e-05,
"loss": 0.7262,
"step": 33
},
{
"epoch": 0.023730588030012215,
"grad_norm": 7.962845802307129,
"learning_rate": 5.000000000000002e-05,
"loss": 0.7012,
"step": 34
},
{
"epoch": 0.024428546501483163,
"grad_norm": 9.41506290435791,
"learning_rate": 4.444297669803981e-05,
"loss": 0.7252,
"step": 35
},
{
"epoch": 0.02512650497295411,
"grad_norm": 9.710718154907227,
"learning_rate": 3.9123857099127936e-05,
"loss": 0.8126,
"step": 36
},
{
"epoch": 0.025824463444425058,
"grad_norm": 7.245460033416748,
"learning_rate": 3.406541848999312e-05,
"loss": 0.6849,
"step": 37
},
{
"epoch": 0.026522421915896006,
"grad_norm": 8.509491920471191,
"learning_rate": 2.9289321881345254e-05,
"loss": 0.6192,
"step": 38
},
{
"epoch": 0.027220380387366953,
"grad_norm": 6.999649524688721,
"learning_rate": 2.4816019252102273e-05,
"loss": 0.5379,
"step": 39
},
{
"epoch": 0.027918338858837898,
"grad_norm": 4.450455665588379,
"learning_rate": 2.0664665970876496e-05,
"loss": 0.5619,
"step": 40
},
{
"epoch": 0.028616297330308845,
"grad_norm": 7.4137396812438965,
"learning_rate": 1.6853038769745467e-05,
"loss": 0.7306,
"step": 41
},
{
"epoch": 0.029314255801779793,
"grad_norm": 4.460165023803711,
"learning_rate": 1.339745962155613e-05,
"loss": 0.3986,
"step": 42
},
{
"epoch": 0.03001221427325074,
"grad_norm": 5.552957057952881,
"learning_rate": 1.0312725846731175e-05,
"loss": 0.8173,
"step": 43
},
{
"epoch": 0.030710172744721688,
"grad_norm": 4.119052886962891,
"learning_rate": 7.612046748871327e-06,
"loss": 0.7262,
"step": 44
},
{
"epoch": 0.03140813121619264,
"grad_norm": 6.945855617523193,
"learning_rate": 5.306987050489442e-06,
"loss": 0.5857,
"step": 45
},
{
"epoch": 0.03210608968766358,
"grad_norm": 7.324554443359375,
"learning_rate": 3.40741737109318e-06,
"loss": 0.7503,
"step": 46
},
{
"epoch": 0.032804048159134534,
"grad_norm": 11.844222068786621,
"learning_rate": 1.921471959676957e-06,
"loss": 0.6069,
"step": 47
},
{
"epoch": 0.03350200663060548,
"grad_norm": 3.3703107833862305,
"learning_rate": 8.555138626189618e-07,
"loss": 0.5407,
"step": 48
},
{
"epoch": 0.03419996510207643,
"grad_norm": 10.259138107299805,
"learning_rate": 2.141076761396521e-07,
"loss": 0.9289,
"step": 49
},
{
"epoch": 0.034897923573547374,
"grad_norm": 11.083820343017578,
"learning_rate": 0.0,
"loss": 0.9481,
"step": 50
},
{
"epoch": 0.034897923573547374,
"eval_loss": 0.8060246706008911,
"eval_runtime": 44.9024,
"eval_samples_per_second": 13.451,
"eval_steps_per_second": 6.726,
"step": 50
}
],
"logging_steps": 1,
"max_steps": 50,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 25,
"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": true
},
"attributes": {}
}
},
"total_flos": 3106157258342400.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}