Rodo-Sami's picture
Training in progress, step 50, checkpoint
eb30d4c verified
{
"best_metric": 0.12372367829084396,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.05829204313611192,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0011658408627222385,
"grad_norm": 16.38446617126465,
"learning_rate": 5e-05,
"loss": 12.1759,
"step": 1
},
{
"epoch": 0.0011658408627222385,
"eval_loss": 12.8995943069458,
"eval_runtime": 384.5861,
"eval_samples_per_second": 15.027,
"eval_steps_per_second": 1.88,
"step": 1
},
{
"epoch": 0.002331681725444477,
"grad_norm": 16.659414291381836,
"learning_rate": 0.0001,
"loss": 12.3466,
"step": 2
},
{
"epoch": 0.0034975225881667153,
"grad_norm": 17.676015853881836,
"learning_rate": 9.989294616193017e-05,
"loss": 11.6318,
"step": 3
},
{
"epoch": 0.004663363450888954,
"grad_norm": 15.860479354858398,
"learning_rate": 9.957224306869053e-05,
"loss": 8.5545,
"step": 4
},
{
"epoch": 0.005829204313611192,
"grad_norm": 17.837818145751953,
"learning_rate": 9.903926402016153e-05,
"loss": 5.7707,
"step": 5
},
{
"epoch": 0.006995045176333431,
"grad_norm": 15.243780136108398,
"learning_rate": 9.829629131445342e-05,
"loss": 3.11,
"step": 6
},
{
"epoch": 0.00816088603905567,
"grad_norm": 9.980854034423828,
"learning_rate": 9.73465064747553e-05,
"loss": 1.467,
"step": 7
},
{
"epoch": 0.009326726901777908,
"grad_norm": 6.602626800537109,
"learning_rate": 9.619397662556435e-05,
"loss": 0.8471,
"step": 8
},
{
"epoch": 0.010492567764500145,
"grad_norm": 6.178258419036865,
"learning_rate": 9.484363707663442e-05,
"loss": 0.5236,
"step": 9
},
{
"epoch": 0.011658408627222384,
"grad_norm": 10.202402114868164,
"learning_rate": 9.330127018922194e-05,
"loss": 0.6994,
"step": 10
},
{
"epoch": 0.012824249489944622,
"grad_norm": 7.428191661834717,
"learning_rate": 9.157348061512727e-05,
"loss": 0.5181,
"step": 11
},
{
"epoch": 0.013990090352666861,
"grad_norm": 4.225120544433594,
"learning_rate": 8.966766701456177e-05,
"loss": 0.293,
"step": 12
},
{
"epoch": 0.0151559312153891,
"grad_norm": 4.913784027099609,
"learning_rate": 8.759199037394887e-05,
"loss": 0.3645,
"step": 13
},
{
"epoch": 0.01632177207811134,
"grad_norm": 4.96398401260376,
"learning_rate": 8.535533905932738e-05,
"loss": 0.2782,
"step": 14
},
{
"epoch": 0.017487612940833577,
"grad_norm": 0.8653579950332642,
"learning_rate": 8.296729075500344e-05,
"loss": 0.1909,
"step": 15
},
{
"epoch": 0.018653453803555816,
"grad_norm": 3.7116739749908447,
"learning_rate": 8.043807145043604e-05,
"loss": 0.2241,
"step": 16
},
{
"epoch": 0.019819294666278055,
"grad_norm": 0.8005671501159668,
"learning_rate": 7.777851165098012e-05,
"loss": 0.1851,
"step": 17
},
{
"epoch": 0.02098513552900029,
"grad_norm": 1.426818609237671,
"learning_rate": 7.500000000000001e-05,
"loss": 0.1733,
"step": 18
},
{
"epoch": 0.02215097639172253,
"grad_norm": 0.8837517499923706,
"learning_rate": 7.211443451095007e-05,
"loss": 0.1377,
"step": 19
},
{
"epoch": 0.023316817254444767,
"grad_norm": 0.6280977725982666,
"learning_rate": 6.91341716182545e-05,
"loss": 0.1163,
"step": 20
},
{
"epoch": 0.024482658117167006,
"grad_norm": 1.3945311307907104,
"learning_rate": 6.607197326515808e-05,
"loss": 0.1228,
"step": 21
},
{
"epoch": 0.025648498979889245,
"grad_norm": 2.828673839569092,
"learning_rate": 6.294095225512603e-05,
"loss": 0.1648,
"step": 22
},
{
"epoch": 0.026814339842611484,
"grad_norm": 2.7186119556427,
"learning_rate": 5.9754516100806423e-05,
"loss": 0.1356,
"step": 23
},
{
"epoch": 0.027980180705333722,
"grad_norm": 2.902658700942993,
"learning_rate": 5.6526309611002594e-05,
"loss": 0.1207,
"step": 24
},
{
"epoch": 0.02914602156805596,
"grad_norm": 1.6081689596176147,
"learning_rate": 5.327015646150716e-05,
"loss": 0.1437,
"step": 25
},
{
"epoch": 0.02914602156805596,
"eval_loss": 0.14292261004447937,
"eval_runtime": 385.0382,
"eval_samples_per_second": 15.009,
"eval_steps_per_second": 1.878,
"step": 25
},
{
"epoch": 0.0303118624307782,
"grad_norm": 1.704371690750122,
"learning_rate": 5e-05,
"loss": 0.1674,
"step": 26
},
{
"epoch": 0.031477703293500435,
"grad_norm": 1.3473323583602905,
"learning_rate": 4.6729843538492847e-05,
"loss": 0.1554,
"step": 27
},
{
"epoch": 0.03264354415622268,
"grad_norm": 2.562687635421753,
"learning_rate": 4.347369038899744e-05,
"loss": 0.1205,
"step": 28
},
{
"epoch": 0.03380938501894491,
"grad_norm": 1.177115559577942,
"learning_rate": 4.0245483899193595e-05,
"loss": 0.1408,
"step": 29
},
{
"epoch": 0.034975225881667155,
"grad_norm": 2.527552843093872,
"learning_rate": 3.705904774487396e-05,
"loss": 0.1418,
"step": 30
},
{
"epoch": 0.03614106674438939,
"grad_norm": 2.0997745990753174,
"learning_rate": 3.392802673484193e-05,
"loss": 0.1238,
"step": 31
},
{
"epoch": 0.03730690760711163,
"grad_norm": 1.3611961603164673,
"learning_rate": 3.086582838174551e-05,
"loss": 0.1154,
"step": 32
},
{
"epoch": 0.03847274846983387,
"grad_norm": 0.8035974502563477,
"learning_rate": 2.7885565489049946e-05,
"loss": 0.1221,
"step": 33
},
{
"epoch": 0.03963858933255611,
"grad_norm": 1.2102768421173096,
"learning_rate": 2.500000000000001e-05,
"loss": 0.1148,
"step": 34
},
{
"epoch": 0.040804430195278345,
"grad_norm": 1.1181646585464478,
"learning_rate": 2.2221488349019903e-05,
"loss": 0.1183,
"step": 35
},
{
"epoch": 0.04197027105800058,
"grad_norm": 1.1671463251113892,
"learning_rate": 1.9561928549563968e-05,
"loss": 0.1271,
"step": 36
},
{
"epoch": 0.04313611192072282,
"grad_norm": 2.192769765853882,
"learning_rate": 1.703270924499656e-05,
"loss": 0.1297,
"step": 37
},
{
"epoch": 0.04430195278344506,
"grad_norm": 1.4882858991622925,
"learning_rate": 1.4644660940672627e-05,
"loss": 0.1307,
"step": 38
},
{
"epoch": 0.0454677936461673,
"grad_norm": 0.477984219789505,
"learning_rate": 1.2408009626051137e-05,
"loss": 0.1209,
"step": 39
},
{
"epoch": 0.046633634508889535,
"grad_norm": 0.4987645447254181,
"learning_rate": 1.0332332985438248e-05,
"loss": 0.1249,
"step": 40
},
{
"epoch": 0.04779947537161178,
"grad_norm": 0.6753437519073486,
"learning_rate": 8.426519384872733e-06,
"loss": 0.1193,
"step": 41
},
{
"epoch": 0.04896531623433401,
"grad_norm": 0.557161808013916,
"learning_rate": 6.698729810778065e-06,
"loss": 0.1209,
"step": 42
},
{
"epoch": 0.050131157097056255,
"grad_norm": 0.49947306513786316,
"learning_rate": 5.156362923365588e-06,
"loss": 0.1271,
"step": 43
},
{
"epoch": 0.05129699795977849,
"grad_norm": 0.6148838996887207,
"learning_rate": 3.8060233744356633e-06,
"loss": 0.1238,
"step": 44
},
{
"epoch": 0.05246283882250073,
"grad_norm": 0.9675053358078003,
"learning_rate": 2.653493525244721e-06,
"loss": 0.1403,
"step": 45
},
{
"epoch": 0.05362867968522297,
"grad_norm": 0.7859569787979126,
"learning_rate": 1.70370868554659e-06,
"loss": 0.1004,
"step": 46
},
{
"epoch": 0.0547945205479452,
"grad_norm": 0.6264702081680298,
"learning_rate": 9.607359798384785e-07,
"loss": 0.1157,
"step": 47
},
{
"epoch": 0.055960361410667445,
"grad_norm": 1.377821922302246,
"learning_rate": 4.277569313094809e-07,
"loss": 0.1094,
"step": 48
},
{
"epoch": 0.05712620227338968,
"grad_norm": 1.2376253604888916,
"learning_rate": 1.0705383806982606e-07,
"loss": 0.1575,
"step": 49
},
{
"epoch": 0.05829204313611192,
"grad_norm": 0.8887091875076294,
"learning_rate": 0.0,
"loss": 0.1337,
"step": 50
},
{
"epoch": 0.05829204313611192,
"eval_loss": 0.12372367829084396,
"eval_runtime": 386.06,
"eval_samples_per_second": 14.969,
"eval_steps_per_second": 1.873,
"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": 5.968083617316864e+17,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}