aleegis10's picture
Training in progress, step 50, checkpoint
7a38f11 verified
raw
history blame
10.2 kB
{
"best_metric": 0.24534127116203308,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.01704012950498424,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.00034080259009968474,
"grad_norm": 10.045832633972168,
"learning_rate": 2e-05,
"loss": 0.6867,
"step": 1
},
{
"epoch": 0.00034080259009968474,
"eval_loss": 1.7972990274429321,
"eval_runtime": 42.891,
"eval_samples_per_second": 115.222,
"eval_steps_per_second": 14.409,
"step": 1
},
{
"epoch": 0.0006816051801993695,
"grad_norm": 16.62306785583496,
"learning_rate": 4e-05,
"loss": 0.808,
"step": 2
},
{
"epoch": 0.0010224077702990543,
"grad_norm": 13.757551193237305,
"learning_rate": 6e-05,
"loss": 0.642,
"step": 3
},
{
"epoch": 0.001363210360398739,
"grad_norm": 10.937745094299316,
"learning_rate": 8e-05,
"loss": 0.3912,
"step": 4
},
{
"epoch": 0.0017040129504984239,
"grad_norm": 3.4071125984191895,
"learning_rate": 0.0001,
"loss": 0.1793,
"step": 5
},
{
"epoch": 0.0020448155405981086,
"grad_norm": 2.5787136554718018,
"learning_rate": 9.987820251299122e-05,
"loss": 0.184,
"step": 6
},
{
"epoch": 0.0023856181306977932,
"grad_norm": 1.7575210332870483,
"learning_rate": 9.951340343707852e-05,
"loss": 0.1167,
"step": 7
},
{
"epoch": 0.002726420720797478,
"grad_norm": 1.8779293298721313,
"learning_rate": 9.890738003669029e-05,
"loss": 0.1493,
"step": 8
},
{
"epoch": 0.0030672233108971626,
"grad_norm": 1.6708754301071167,
"learning_rate": 9.806308479691595e-05,
"loss": 0.1705,
"step": 9
},
{
"epoch": 0.0034080259009968477,
"grad_norm": 1.7135310173034668,
"learning_rate": 9.698463103929542e-05,
"loss": 0.1628,
"step": 10
},
{
"epoch": 0.0037488284910965324,
"grad_norm": 1.5308074951171875,
"learning_rate": 9.567727288213005e-05,
"loss": 0.144,
"step": 11
},
{
"epoch": 0.004089631081196217,
"grad_norm": 1.7468814849853516,
"learning_rate": 9.414737964294636e-05,
"loss": 0.149,
"step": 12
},
{
"epoch": 0.004430433671295902,
"grad_norm": 1.689357042312622,
"learning_rate": 9.24024048078213e-05,
"loss": 0.1619,
"step": 13
},
{
"epoch": 0.0047712362613955865,
"grad_norm": 2.216909885406494,
"learning_rate": 9.045084971874738e-05,
"loss": 0.1863,
"step": 14
},
{
"epoch": 0.005112038851495271,
"grad_norm": 3.2676494121551514,
"learning_rate": 8.83022221559489e-05,
"loss": 0.179,
"step": 15
},
{
"epoch": 0.005452841441594956,
"grad_norm": 1.6037553548812866,
"learning_rate": 8.596699001693255e-05,
"loss": 0.1509,
"step": 16
},
{
"epoch": 0.0057936440316946405,
"grad_norm": 1.7801467180252075,
"learning_rate": 8.345653031794292e-05,
"loss": 0.177,
"step": 17
},
{
"epoch": 0.006134446621794325,
"grad_norm": 4.736143112182617,
"learning_rate": 8.07830737662829e-05,
"loss": 0.2079,
"step": 18
},
{
"epoch": 0.006475249211894011,
"grad_norm": 1.4752039909362793,
"learning_rate": 7.795964517353735e-05,
"loss": 0.16,
"step": 19
},
{
"epoch": 0.0068160518019936955,
"grad_norm": 1.4957607984542847,
"learning_rate": 7.500000000000001e-05,
"loss": 0.2165,
"step": 20
},
{
"epoch": 0.00715685439209338,
"grad_norm": 1.4677075147628784,
"learning_rate": 7.191855733945387e-05,
"loss": 0.1744,
"step": 21
},
{
"epoch": 0.007497656982193065,
"grad_norm": 1.628738522529602,
"learning_rate": 6.873032967079561e-05,
"loss": 0.2143,
"step": 22
},
{
"epoch": 0.007838459572292749,
"grad_norm": 1.7998496294021606,
"learning_rate": 6.545084971874738e-05,
"loss": 0.2257,
"step": 23
},
{
"epoch": 0.008179262162392434,
"grad_norm": 1.4488158226013184,
"learning_rate": 6.209609477998338e-05,
"loss": 0.158,
"step": 24
},
{
"epoch": 0.00852006475249212,
"grad_norm": 1.4470431804656982,
"learning_rate": 5.868240888334653e-05,
"loss": 0.1776,
"step": 25
},
{
"epoch": 0.00852006475249212,
"eval_loss": 0.2562970817089081,
"eval_runtime": 42.9251,
"eval_samples_per_second": 115.131,
"eval_steps_per_second": 14.397,
"step": 25
},
{
"epoch": 0.008860867342591804,
"grad_norm": 1.486140489578247,
"learning_rate": 5.522642316338268e-05,
"loss": 0.2159,
"step": 26
},
{
"epoch": 0.00920166993269149,
"grad_norm": 1.8835890293121338,
"learning_rate": 5.174497483512506e-05,
"loss": 0.2349,
"step": 27
},
{
"epoch": 0.009542472522791173,
"grad_norm": 1.8669521808624268,
"learning_rate": 4.825502516487497e-05,
"loss": 0.2159,
"step": 28
},
{
"epoch": 0.009883275112890859,
"grad_norm": 1.622249722480774,
"learning_rate": 4.477357683661734e-05,
"loss": 0.2197,
"step": 29
},
{
"epoch": 0.010224077702990542,
"grad_norm": 2.078935384750366,
"learning_rate": 4.131759111665349e-05,
"loss": 0.2029,
"step": 30
},
{
"epoch": 0.010564880293090228,
"grad_norm": 1.943671703338623,
"learning_rate": 3.790390522001662e-05,
"loss": 0.2141,
"step": 31
},
{
"epoch": 0.010905682883189912,
"grad_norm": 1.981119990348816,
"learning_rate": 3.4549150281252636e-05,
"loss": 0.2017,
"step": 32
},
{
"epoch": 0.011246485473289597,
"grad_norm": 2.3581714630126953,
"learning_rate": 3.12696703292044e-05,
"loss": 0.2743,
"step": 33
},
{
"epoch": 0.011587288063389281,
"grad_norm": 2.593571662902832,
"learning_rate": 2.8081442660546125e-05,
"loss": 0.3099,
"step": 34
},
{
"epoch": 0.011928090653488967,
"grad_norm": 1.9463130235671997,
"learning_rate": 2.500000000000001e-05,
"loss": 0.2304,
"step": 35
},
{
"epoch": 0.01226889324358865,
"grad_norm": 2.119544744491577,
"learning_rate": 2.2040354826462668e-05,
"loss": 0.2791,
"step": 36
},
{
"epoch": 0.012609695833688336,
"grad_norm": 2.3796632289886475,
"learning_rate": 1.9216926233717085e-05,
"loss": 0.3268,
"step": 37
},
{
"epoch": 0.012950498423788022,
"grad_norm": 3.150411605834961,
"learning_rate": 1.6543469682057106e-05,
"loss": 0.4008,
"step": 38
},
{
"epoch": 0.013291301013887705,
"grad_norm": 2.5175278186798096,
"learning_rate": 1.4033009983067452e-05,
"loss": 0.3034,
"step": 39
},
{
"epoch": 0.013632103603987391,
"grad_norm": 2.4369542598724365,
"learning_rate": 1.1697777844051105e-05,
"loss": 0.3142,
"step": 40
},
{
"epoch": 0.013972906194087075,
"grad_norm": 3.3217461109161377,
"learning_rate": 9.549150281252633e-06,
"loss": 0.3605,
"step": 41
},
{
"epoch": 0.01431370878418676,
"grad_norm": 2.68766188621521,
"learning_rate": 7.597595192178702e-06,
"loss": 0.3525,
"step": 42
},
{
"epoch": 0.014654511374286444,
"grad_norm": 3.276628017425537,
"learning_rate": 5.852620357053651e-06,
"loss": 0.4045,
"step": 43
},
{
"epoch": 0.01499531396438613,
"grad_norm": 3.3158345222473145,
"learning_rate": 4.322727117869951e-06,
"loss": 0.4197,
"step": 44
},
{
"epoch": 0.015336116554485813,
"grad_norm": 3.3790440559387207,
"learning_rate": 3.0153689607045845e-06,
"loss": 0.4011,
"step": 45
},
{
"epoch": 0.015676919144585497,
"grad_norm": 3.6487362384796143,
"learning_rate": 1.9369152030840556e-06,
"loss": 0.4834,
"step": 46
},
{
"epoch": 0.016017721734685183,
"grad_norm": 3.7635161876678467,
"learning_rate": 1.0926199633097157e-06,
"loss": 0.45,
"step": 47
},
{
"epoch": 0.01635852432478487,
"grad_norm": 3.297227621078491,
"learning_rate": 4.865965629214819e-07,
"loss": 0.4442,
"step": 48
},
{
"epoch": 0.016699326914884554,
"grad_norm": 4.7598795890808105,
"learning_rate": 1.2179748700879012e-07,
"loss": 0.6405,
"step": 49
},
{
"epoch": 0.01704012950498424,
"grad_norm": 4.400386810302734,
"learning_rate": 0.0,
"loss": 0.6194,
"step": 50
},
{
"epoch": 0.01704012950498424,
"eval_loss": 0.24534127116203308,
"eval_runtime": 42.9768,
"eval_samples_per_second": 114.992,
"eval_steps_per_second": 14.38,
"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": 5,
"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": 1932120607948800.0,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}