vdos's picture
Training in progress, step 50, checkpoint
70ebb76 verified
{
"best_metric": 6.914133336977102e-07,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.1620745542949757,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0032414910858995136,
"grad_norm": 163.99354553222656,
"learning_rate": 5e-05,
"loss": 23.2476,
"step": 1
},
{
"epoch": 0.0032414910858995136,
"eval_loss": 23.247621536254883,
"eval_runtime": 59.7995,
"eval_samples_per_second": 34.766,
"eval_steps_per_second": 4.348,
"step": 1
},
{
"epoch": 0.006482982171799027,
"grad_norm": 165.3483123779297,
"learning_rate": 0.0001,
"loss": 23.2476,
"step": 2
},
{
"epoch": 0.009724473257698542,
"grad_norm": 88.89081573486328,
"learning_rate": 9.989294616193017e-05,
"loss": 16.1311,
"step": 3
},
{
"epoch": 0.012965964343598054,
"grad_norm": 97.12110137939453,
"learning_rate": 9.957224306869053e-05,
"loss": 12.5386,
"step": 4
},
{
"epoch": 0.01620745542949757,
"grad_norm": 131.9464111328125,
"learning_rate": 9.903926402016153e-05,
"loss": 9.6493,
"step": 5
},
{
"epoch": 0.019448946515397084,
"grad_norm": 162.6240692138672,
"learning_rate": 9.829629131445342e-05,
"loss": 6.5329,
"step": 6
},
{
"epoch": 0.022690437601296597,
"grad_norm": 87.73365783691406,
"learning_rate": 9.73465064747553e-05,
"loss": 3.9982,
"step": 7
},
{
"epoch": 0.02593192868719611,
"grad_norm": 18.822898864746094,
"learning_rate": 9.619397662556435e-05,
"loss": 2.744,
"step": 8
},
{
"epoch": 0.029173419773095625,
"grad_norm": 19.17395782470703,
"learning_rate": 9.484363707663442e-05,
"loss": 2.7354,
"step": 9
},
{
"epoch": 0.03241491085899514,
"grad_norm": 19.16326141357422,
"learning_rate": 9.330127018922194e-05,
"loss": 2.6053,
"step": 10
},
{
"epoch": 0.03565640194489465,
"grad_norm": 20.150951385498047,
"learning_rate": 9.157348061512727e-05,
"loss": 2.3896,
"step": 11
},
{
"epoch": 0.03889789303079417,
"grad_norm": 19.83761215209961,
"learning_rate": 8.966766701456177e-05,
"loss": 2.0912,
"step": 12
},
{
"epoch": 0.04213938411669368,
"grad_norm": 20.850984573364258,
"learning_rate": 8.759199037394887e-05,
"loss": 1.7302,
"step": 13
},
{
"epoch": 0.04538087520259319,
"grad_norm": 21.441749572753906,
"learning_rate": 8.535533905932738e-05,
"loss": 1.3511,
"step": 14
},
{
"epoch": 0.04862236628849271,
"grad_norm": 24.02114486694336,
"learning_rate": 8.296729075500344e-05,
"loss": 0.944,
"step": 15
},
{
"epoch": 0.05186385737439222,
"grad_norm": 24.179325103759766,
"learning_rate": 8.043807145043604e-05,
"loss": 0.548,
"step": 16
},
{
"epoch": 0.055105348460291734,
"grad_norm": 16.03411865234375,
"learning_rate": 7.777851165098012e-05,
"loss": 0.2248,
"step": 17
},
{
"epoch": 0.05834683954619125,
"grad_norm": 4.22589111328125,
"learning_rate": 7.500000000000001e-05,
"loss": 0.0301,
"step": 18
},
{
"epoch": 0.06158833063209076,
"grad_norm": 0.563453197479248,
"learning_rate": 7.211443451095007e-05,
"loss": 0.0046,
"step": 19
},
{
"epoch": 0.06482982171799027,
"grad_norm": 0.09107520431280136,
"learning_rate": 6.91341716182545e-05,
"loss": 0.0008,
"step": 20
},
{
"epoch": 0.06807131280388978,
"grad_norm": 0.011570541188120842,
"learning_rate": 6.607197326515808e-05,
"loss": 0.0001,
"step": 21
},
{
"epoch": 0.0713128038897893,
"grad_norm": 0.0026428094133734703,
"learning_rate": 6.294095225512603e-05,
"loss": 0.0,
"step": 22
},
{
"epoch": 0.07455429497568881,
"grad_norm": 0.002577363047748804,
"learning_rate": 5.9754516100806423e-05,
"loss": 0.0,
"step": 23
},
{
"epoch": 0.07779578606158834,
"grad_norm": 0.0005599510623142123,
"learning_rate": 5.6526309611002594e-05,
"loss": 0.0,
"step": 24
},
{
"epoch": 0.08103727714748785,
"grad_norm": 0.00044352569966576993,
"learning_rate": 5.327015646150716e-05,
"loss": 0.0,
"step": 25
},
{
"epoch": 0.08103727714748785,
"eval_loss": 2.4557041342632147e-06,
"eval_runtime": 59.7714,
"eval_samples_per_second": 34.783,
"eval_steps_per_second": 4.35,
"step": 25
},
{
"epoch": 0.08427876823338736,
"grad_norm": 0.00037847296334803104,
"learning_rate": 5e-05,
"loss": 0.0,
"step": 26
},
{
"epoch": 0.08752025931928688,
"grad_norm": 0.0007350973319262266,
"learning_rate": 4.6729843538492847e-05,
"loss": 0.0,
"step": 27
},
{
"epoch": 0.09076175040518639,
"grad_norm": 0.00028547627152875066,
"learning_rate": 4.347369038899744e-05,
"loss": 0.0,
"step": 28
},
{
"epoch": 0.0940032414910859,
"grad_norm": 0.001375210820697248,
"learning_rate": 4.0245483899193595e-05,
"loss": 0.0,
"step": 29
},
{
"epoch": 0.09724473257698542,
"grad_norm": 0.00023330787371378392,
"learning_rate": 3.705904774487396e-05,
"loss": 0.0,
"step": 30
},
{
"epoch": 0.10048622366288493,
"grad_norm": 0.0001925993274198845,
"learning_rate": 3.392802673484193e-05,
"loss": 0.0,
"step": 31
},
{
"epoch": 0.10372771474878444,
"grad_norm": 0.00047052462468855083,
"learning_rate": 3.086582838174551e-05,
"loss": 0.0,
"step": 32
},
{
"epoch": 0.10696920583468396,
"grad_norm": 0.00018358287343289703,
"learning_rate": 2.7885565489049946e-05,
"loss": 0.0,
"step": 33
},
{
"epoch": 0.11021069692058347,
"grad_norm": 0.00017277876031585038,
"learning_rate": 2.500000000000001e-05,
"loss": 0.0,
"step": 34
},
{
"epoch": 0.11345218800648298,
"grad_norm": 0.00012110326497349888,
"learning_rate": 2.2221488349019903e-05,
"loss": 0.0,
"step": 35
},
{
"epoch": 0.1166936790923825,
"grad_norm": 0.00024205473891925067,
"learning_rate": 1.9561928549563968e-05,
"loss": 0.0,
"step": 36
},
{
"epoch": 0.11993517017828201,
"grad_norm": 0.00011354075832059607,
"learning_rate": 1.703270924499656e-05,
"loss": 0.0,
"step": 37
},
{
"epoch": 0.12317666126418152,
"grad_norm": 0.0005192770040594041,
"learning_rate": 1.4644660940672627e-05,
"loss": 0.0,
"step": 38
},
{
"epoch": 0.12641815235008103,
"grad_norm": 0.0003913133987225592,
"learning_rate": 1.2408009626051137e-05,
"loss": 0.0,
"step": 39
},
{
"epoch": 0.12965964343598055,
"grad_norm": 0.00033951568184420466,
"learning_rate": 1.0332332985438248e-05,
"loss": 0.0,
"step": 40
},
{
"epoch": 0.13290113452188007,
"grad_norm": 0.0006607458344660699,
"learning_rate": 8.426519384872733e-06,
"loss": 0.0,
"step": 41
},
{
"epoch": 0.13614262560777957,
"grad_norm": 0.00010146438580704853,
"learning_rate": 6.698729810778065e-06,
"loss": 0.0,
"step": 42
},
{
"epoch": 0.1393841166936791,
"grad_norm": 0.00011652489774860442,
"learning_rate": 5.156362923365588e-06,
"loss": 0.0,
"step": 43
},
{
"epoch": 0.1426256077795786,
"grad_norm": 0.0008265106589533389,
"learning_rate": 3.8060233744356633e-06,
"loss": 0.0,
"step": 44
},
{
"epoch": 0.1458670988654781,
"grad_norm": 0.00017233270045835525,
"learning_rate": 2.653493525244721e-06,
"loss": 0.0,
"step": 45
},
{
"epoch": 0.14910858995137763,
"grad_norm": 0.0009055504924617708,
"learning_rate": 1.70370868554659e-06,
"loss": 0.0,
"step": 46
},
{
"epoch": 0.15235008103727715,
"grad_norm": 0.0006764665013179183,
"learning_rate": 9.607359798384785e-07,
"loss": 0.0,
"step": 47
},
{
"epoch": 0.15559157212317667,
"grad_norm": 0.0003485048655420542,
"learning_rate": 4.277569313094809e-07,
"loss": 0.0,
"step": 48
},
{
"epoch": 0.15883306320907617,
"grad_norm": 9.563385538058355e-05,
"learning_rate": 1.0705383806982606e-07,
"loss": 0.0,
"step": 49
},
{
"epoch": 0.1620745542949757,
"grad_norm": 0.0006619396153837442,
"learning_rate": 0.0,
"loss": 0.0,
"step": 50
},
{
"epoch": 0.1620745542949757,
"eval_loss": 6.914133336977102e-07,
"eval_runtime": 59.8999,
"eval_samples_per_second": 34.708,
"eval_steps_per_second": 4.341,
"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": 1.589463780163584e+17,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}