jssky's picture
Training in progress, step 50, checkpoint
086821f verified
{
"best_metric": 0.3443070352077484,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.017562346329469618,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.00035124692658939234,
"grad_norm": 32.192405700683594,
"learning_rate": 5e-05,
"loss": 7.295,
"step": 1
},
{
"epoch": 0.00035124692658939234,
"eval_loss": 6.720856666564941,
"eval_runtime": 342.6114,
"eval_samples_per_second": 55.982,
"eval_steps_per_second": 6.999,
"step": 1
},
{
"epoch": 0.0007024938531787847,
"grad_norm": 20.206274032592773,
"learning_rate": 0.0001,
"loss": 5.6671,
"step": 2
},
{
"epoch": 0.001053740779768177,
"grad_norm": 17.400434494018555,
"learning_rate": 9.989294616193017e-05,
"loss": 5.0339,
"step": 3
},
{
"epoch": 0.0014049877063575693,
"grad_norm": 12.235267639160156,
"learning_rate": 9.957224306869053e-05,
"loss": 3.71,
"step": 4
},
{
"epoch": 0.0017562346329469617,
"grad_norm": 7.465464115142822,
"learning_rate": 9.903926402016153e-05,
"loss": 2.4487,
"step": 5
},
{
"epoch": 0.002107481559536354,
"grad_norm": 6.217895030975342,
"learning_rate": 9.829629131445342e-05,
"loss": 2.0162,
"step": 6
},
{
"epoch": 0.0024587284861257463,
"grad_norm": 4.9625020027160645,
"learning_rate": 9.73465064747553e-05,
"loss": 1.9202,
"step": 7
},
{
"epoch": 0.0028099754127151387,
"grad_norm": 3.371049404144287,
"learning_rate": 9.619397662556435e-05,
"loss": 1.6555,
"step": 8
},
{
"epoch": 0.003161222339304531,
"grad_norm": 3.4292800426483154,
"learning_rate": 9.484363707663442e-05,
"loss": 1.6458,
"step": 9
},
{
"epoch": 0.0035124692658939235,
"grad_norm": 2.848095178604126,
"learning_rate": 9.330127018922194e-05,
"loss": 1.4674,
"step": 10
},
{
"epoch": 0.003863716192483316,
"grad_norm": 2.848973512649536,
"learning_rate": 9.157348061512727e-05,
"loss": 1.4835,
"step": 11
},
{
"epoch": 0.004214963119072708,
"grad_norm": 3.2421960830688477,
"learning_rate": 8.966766701456177e-05,
"loss": 1.4446,
"step": 12
},
{
"epoch": 0.0045662100456621,
"grad_norm": 9.692215919494629,
"learning_rate": 8.759199037394887e-05,
"loss": 2.3768,
"step": 13
},
{
"epoch": 0.004917456972251493,
"grad_norm": 9.407149314880371,
"learning_rate": 8.535533905932738e-05,
"loss": 2.2451,
"step": 14
},
{
"epoch": 0.005268703898840885,
"grad_norm": 3.8585033416748047,
"learning_rate": 8.296729075500344e-05,
"loss": 1.2473,
"step": 15
},
{
"epoch": 0.005619950825430277,
"grad_norm": 2.9171791076660156,
"learning_rate": 8.043807145043604e-05,
"loss": 1.2217,
"step": 16
},
{
"epoch": 0.00597119775201967,
"grad_norm": 2.5240423679351807,
"learning_rate": 7.777851165098012e-05,
"loss": 1.0613,
"step": 17
},
{
"epoch": 0.006322444678609062,
"grad_norm": 2.544886350631714,
"learning_rate": 7.500000000000001e-05,
"loss": 1.0402,
"step": 18
},
{
"epoch": 0.0066736916051984545,
"grad_norm": 2.4813730716705322,
"learning_rate": 7.211443451095007e-05,
"loss": 0.8948,
"step": 19
},
{
"epoch": 0.007024938531787847,
"grad_norm": 2.7242941856384277,
"learning_rate": 6.91341716182545e-05,
"loss": 0.8626,
"step": 20
},
{
"epoch": 0.007376185458377239,
"grad_norm": 2.9735679626464844,
"learning_rate": 6.607197326515808e-05,
"loss": 0.908,
"step": 21
},
{
"epoch": 0.007727432384966632,
"grad_norm": 4.013394355773926,
"learning_rate": 6.294095225512603e-05,
"loss": 0.9104,
"step": 22
},
{
"epoch": 0.008078679311556024,
"grad_norm": 3.7732810974121094,
"learning_rate": 5.9754516100806423e-05,
"loss": 0.7861,
"step": 23
},
{
"epoch": 0.008429926238145416,
"grad_norm": 4.526644229888916,
"learning_rate": 5.6526309611002594e-05,
"loss": 0.7839,
"step": 24
},
{
"epoch": 0.008781173164734809,
"grad_norm": 4.796482563018799,
"learning_rate": 5.327015646150716e-05,
"loss": 0.7826,
"step": 25
},
{
"epoch": 0.008781173164734809,
"eval_loss": 0.7938250303268433,
"eval_runtime": 225.7508,
"eval_samples_per_second": 84.961,
"eval_steps_per_second": 10.622,
"step": 25
},
{
"epoch": 0.0091324200913242,
"grad_norm": 9.767693519592285,
"learning_rate": 5e-05,
"loss": 1.4242,
"step": 26
},
{
"epoch": 0.009483667017913594,
"grad_norm": 3.4661805629730225,
"learning_rate": 4.6729843538492847e-05,
"loss": 0.7501,
"step": 27
},
{
"epoch": 0.009834913944502985,
"grad_norm": 3.630671977996826,
"learning_rate": 4.347369038899744e-05,
"loss": 0.6906,
"step": 28
},
{
"epoch": 0.010186160871092378,
"grad_norm": 4.088723182678223,
"learning_rate": 4.0245483899193595e-05,
"loss": 0.7193,
"step": 29
},
{
"epoch": 0.01053740779768177,
"grad_norm": 2.984363079071045,
"learning_rate": 3.705904774487396e-05,
"loss": 0.534,
"step": 30
},
{
"epoch": 0.010888654724271163,
"grad_norm": 2.782954454421997,
"learning_rate": 3.392802673484193e-05,
"loss": 0.4701,
"step": 31
},
{
"epoch": 0.011239901650860555,
"grad_norm": 3.33673357963562,
"learning_rate": 3.086582838174551e-05,
"loss": 0.4251,
"step": 32
},
{
"epoch": 0.011591148577449948,
"grad_norm": 2.900033950805664,
"learning_rate": 2.7885565489049946e-05,
"loss": 0.3944,
"step": 33
},
{
"epoch": 0.01194239550403934,
"grad_norm": 3.8180954456329346,
"learning_rate": 2.500000000000001e-05,
"loss": 0.4438,
"step": 34
},
{
"epoch": 0.012293642430628733,
"grad_norm": 5.123332977294922,
"learning_rate": 2.2221488349019903e-05,
"loss": 0.3738,
"step": 35
},
{
"epoch": 0.012644889357218124,
"grad_norm": 4.384796142578125,
"learning_rate": 1.9561928549563968e-05,
"loss": 0.3805,
"step": 36
},
{
"epoch": 0.012996136283807516,
"grad_norm": 5.82057523727417,
"learning_rate": 1.703270924499656e-05,
"loss": 0.3628,
"step": 37
},
{
"epoch": 0.013347383210396909,
"grad_norm": 6.459886074066162,
"learning_rate": 1.4644660940672627e-05,
"loss": 0.5976,
"step": 38
},
{
"epoch": 0.0136986301369863,
"grad_norm": 8.909965515136719,
"learning_rate": 1.2408009626051137e-05,
"loss": 0.7892,
"step": 39
},
{
"epoch": 0.014049877063575694,
"grad_norm": 2.968870162963867,
"learning_rate": 1.0332332985438248e-05,
"loss": 0.374,
"step": 40
},
{
"epoch": 0.014401123990165085,
"grad_norm": 2.7978880405426025,
"learning_rate": 8.426519384872733e-06,
"loss": 0.2767,
"step": 41
},
{
"epoch": 0.014752370916754479,
"grad_norm": 3.1695451736450195,
"learning_rate": 6.698729810778065e-06,
"loss": 0.2828,
"step": 42
},
{
"epoch": 0.01510361784334387,
"grad_norm": 2.9912350177764893,
"learning_rate": 5.156362923365588e-06,
"loss": 0.2397,
"step": 43
},
{
"epoch": 0.015454864769933263,
"grad_norm": 2.6705098152160645,
"learning_rate": 3.8060233744356633e-06,
"loss": 0.1982,
"step": 44
},
{
"epoch": 0.015806111696522657,
"grad_norm": 3.1095471382141113,
"learning_rate": 2.653493525244721e-06,
"loss": 0.2159,
"step": 45
},
{
"epoch": 0.016157358623112048,
"grad_norm": 3.1432695388793945,
"learning_rate": 1.70370868554659e-06,
"loss": 0.204,
"step": 46
},
{
"epoch": 0.01650860554970144,
"grad_norm": 3.4346730709075928,
"learning_rate": 9.607359798384785e-07,
"loss": 0.2457,
"step": 47
},
{
"epoch": 0.01685985247629083,
"grad_norm": 4.1334547996521,
"learning_rate": 4.277569313094809e-07,
"loss": 0.2389,
"step": 48
},
{
"epoch": 0.017211099402880226,
"grad_norm": 3.5191686153411865,
"learning_rate": 1.0705383806982606e-07,
"loss": 0.23,
"step": 49
},
{
"epoch": 0.017562346329469618,
"grad_norm": 6.209085941314697,
"learning_rate": 0.0,
"loss": 0.3094,
"step": 50
},
{
"epoch": 0.017562346329469618,
"eval_loss": 0.3443070352077484,
"eval_runtime": 161.0645,
"eval_samples_per_second": 119.083,
"eval_steps_per_second": 14.888,
"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": 3.216011515920384e+16,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}