DeepDream2045's picture
Training in progress, step 50, checkpoint
ca20b6a verified
{
"best_metric": 0.09587574750185013,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.7162041181736795,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.01432408236347359,
"grad_norm": 63.055362701416016,
"learning_rate": 5e-05,
"loss": 1.103,
"step": 1
},
{
"epoch": 0.01432408236347359,
"eval_loss": 1.0215070247650146,
"eval_runtime": 14.3994,
"eval_samples_per_second": 32.64,
"eval_steps_per_second": 4.097,
"step": 1
},
{
"epoch": 0.02864816472694718,
"grad_norm": 74.32926177978516,
"learning_rate": 0.0001,
"loss": 0.9493,
"step": 2
},
{
"epoch": 0.04297224709042077,
"grad_norm": 72.27410888671875,
"learning_rate": 9.989294616193017e-05,
"loss": 0.5497,
"step": 3
},
{
"epoch": 0.05729632945389436,
"grad_norm": 46.700836181640625,
"learning_rate": 9.957224306869053e-05,
"loss": 0.1979,
"step": 4
},
{
"epoch": 0.07162041181736795,
"grad_norm": 19.62844467163086,
"learning_rate": 9.903926402016153e-05,
"loss": 0.1001,
"step": 5
},
{
"epoch": 0.08594449418084155,
"grad_norm": 19.621530532836914,
"learning_rate": 9.829629131445342e-05,
"loss": 0.0659,
"step": 6
},
{
"epoch": 0.10026857654431513,
"grad_norm": 16.500459671020508,
"learning_rate": 9.73465064747553e-05,
"loss": 0.1086,
"step": 7
},
{
"epoch": 0.11459265890778872,
"grad_norm": 16.219865798950195,
"learning_rate": 9.619397662556435e-05,
"loss": 0.0392,
"step": 8
},
{
"epoch": 0.12891674127126232,
"grad_norm": 27.937068939208984,
"learning_rate": 9.484363707663442e-05,
"loss": 0.0779,
"step": 9
},
{
"epoch": 0.1432408236347359,
"grad_norm": 12.639532089233398,
"learning_rate": 9.330127018922194e-05,
"loss": 0.1651,
"step": 10
},
{
"epoch": 0.1575649059982095,
"grad_norm": 45.64315414428711,
"learning_rate": 9.157348061512727e-05,
"loss": 0.7781,
"step": 11
},
{
"epoch": 0.1718889883616831,
"grad_norm": 51.64421463012695,
"learning_rate": 8.966766701456177e-05,
"loss": 0.3408,
"step": 12
},
{
"epoch": 0.18621307072515667,
"grad_norm": 55.34473419189453,
"learning_rate": 8.759199037394887e-05,
"loss": 1.0015,
"step": 13
},
{
"epoch": 0.20053715308863027,
"grad_norm": 66.8047103881836,
"learning_rate": 8.535533905932738e-05,
"loss": 0.3822,
"step": 14
},
{
"epoch": 0.21486123545210384,
"grad_norm": 57.349098205566406,
"learning_rate": 8.296729075500344e-05,
"loss": 0.1784,
"step": 15
},
{
"epoch": 0.22918531781557744,
"grad_norm": 23.43671226501465,
"learning_rate": 8.043807145043604e-05,
"loss": 0.089,
"step": 16
},
{
"epoch": 0.24350940017905104,
"grad_norm": 6.633354187011719,
"learning_rate": 7.777851165098012e-05,
"loss": 0.029,
"step": 17
},
{
"epoch": 0.25783348254252464,
"grad_norm": 6.5723557472229,
"learning_rate": 7.500000000000001e-05,
"loss": 0.0422,
"step": 18
},
{
"epoch": 0.2721575649059982,
"grad_norm": 4.889287948608398,
"learning_rate": 7.211443451095007e-05,
"loss": 0.0295,
"step": 19
},
{
"epoch": 0.2864816472694718,
"grad_norm": 8.272890090942383,
"learning_rate": 6.91341716182545e-05,
"loss": 0.0129,
"step": 20
},
{
"epoch": 0.3008057296329454,
"grad_norm": 3.8905489444732666,
"learning_rate": 6.607197326515808e-05,
"loss": 0.0569,
"step": 21
},
{
"epoch": 0.315129811996419,
"grad_norm": 4.120612621307373,
"learning_rate": 6.294095225512603e-05,
"loss": 0.0305,
"step": 22
},
{
"epoch": 0.3294538943598926,
"grad_norm": 22.227991104125977,
"learning_rate": 5.9754516100806423e-05,
"loss": 0.1857,
"step": 23
},
{
"epoch": 0.3437779767233662,
"grad_norm": 56.35881423950195,
"learning_rate": 5.6526309611002594e-05,
"loss": 0.3667,
"step": 24
},
{
"epoch": 0.35810205908683973,
"grad_norm": 46.99864196777344,
"learning_rate": 5.327015646150716e-05,
"loss": 0.1759,
"step": 25
},
{
"epoch": 0.35810205908683973,
"eval_loss": 0.12282446771860123,
"eval_runtime": 14.6624,
"eval_samples_per_second": 32.055,
"eval_steps_per_second": 4.024,
"step": 25
},
{
"epoch": 0.37242614145031333,
"grad_norm": 33.184486389160156,
"learning_rate": 5e-05,
"loss": 0.601,
"step": 26
},
{
"epoch": 0.38675022381378693,
"grad_norm": 15.069119453430176,
"learning_rate": 4.6729843538492847e-05,
"loss": 0.0596,
"step": 27
},
{
"epoch": 0.40107430617726053,
"grad_norm": 4.007075786590576,
"learning_rate": 4.347369038899744e-05,
"loss": 0.0156,
"step": 28
},
{
"epoch": 0.41539838854073413,
"grad_norm": 4.233516216278076,
"learning_rate": 4.0245483899193595e-05,
"loss": 0.021,
"step": 29
},
{
"epoch": 0.4297224709042077,
"grad_norm": 1.1447811126708984,
"learning_rate": 3.705904774487396e-05,
"loss": 0.0023,
"step": 30
},
{
"epoch": 0.4440465532676813,
"grad_norm": 1.9399925470352173,
"learning_rate": 3.392802673484193e-05,
"loss": 0.0104,
"step": 31
},
{
"epoch": 0.4583706356311549,
"grad_norm": 0.5079887509346008,
"learning_rate": 3.086582838174551e-05,
"loss": 0.001,
"step": 32
},
{
"epoch": 0.4726947179946285,
"grad_norm": 0.320555180311203,
"learning_rate": 2.7885565489049946e-05,
"loss": 0.0006,
"step": 33
},
{
"epoch": 0.4870188003581021,
"grad_norm": 3.9572017192840576,
"learning_rate": 2.500000000000001e-05,
"loss": 0.0168,
"step": 34
},
{
"epoch": 0.5013428827215757,
"grad_norm": 10.02822494506836,
"learning_rate": 2.2221488349019903e-05,
"loss": 0.0444,
"step": 35
},
{
"epoch": 0.5156669650850493,
"grad_norm": 57.605918884277344,
"learning_rate": 1.9561928549563968e-05,
"loss": 0.2545,
"step": 36
},
{
"epoch": 0.5299910474485229,
"grad_norm": 35.58195114135742,
"learning_rate": 1.703270924499656e-05,
"loss": 0.1567,
"step": 37
},
{
"epoch": 0.5443151298119964,
"grad_norm": 21.149555206298828,
"learning_rate": 1.4644660940672627e-05,
"loss": 0.6636,
"step": 38
},
{
"epoch": 0.55863921217547,
"grad_norm": 29.886781692504883,
"learning_rate": 1.2408009626051137e-05,
"loss": 0.1354,
"step": 39
},
{
"epoch": 0.5729632945389436,
"grad_norm": 3.169788360595703,
"learning_rate": 1.0332332985438248e-05,
"loss": 0.0168,
"step": 40
},
{
"epoch": 0.5872873769024172,
"grad_norm": 2.152250289916992,
"learning_rate": 8.426519384872733e-06,
"loss": 0.0159,
"step": 41
},
{
"epoch": 0.6016114592658908,
"grad_norm": 1.8241573572158813,
"learning_rate": 6.698729810778065e-06,
"loss": 0.0029,
"step": 42
},
{
"epoch": 0.6159355416293644,
"grad_norm": 1.5569576025009155,
"learning_rate": 5.156362923365588e-06,
"loss": 0.014,
"step": 43
},
{
"epoch": 0.630259623992838,
"grad_norm": 0.5868328213691711,
"learning_rate": 3.8060233744356633e-06,
"loss": 0.0017,
"step": 44
},
{
"epoch": 0.6445837063563116,
"grad_norm": 1.1041371822357178,
"learning_rate": 2.653493525244721e-06,
"loss": 0.0115,
"step": 45
},
{
"epoch": 0.6589077887197852,
"grad_norm": 2.012267827987671,
"learning_rate": 1.70370868554659e-06,
"loss": 0.0204,
"step": 46
},
{
"epoch": 0.6732318710832588,
"grad_norm": 1.2815735340118408,
"learning_rate": 9.607359798384785e-07,
"loss": 0.0067,
"step": 47
},
{
"epoch": 0.6875559534467324,
"grad_norm": 13.361666679382324,
"learning_rate": 4.277569313094809e-07,
"loss": 0.0906,
"step": 48
},
{
"epoch": 0.7018800358102059,
"grad_norm": 19.576683044433594,
"learning_rate": 1.0705383806982606e-07,
"loss": 0.1782,
"step": 49
},
{
"epoch": 0.7162041181736795,
"grad_norm": 17.42030906677246,
"learning_rate": 0.0,
"loss": 0.1183,
"step": 50
},
{
"epoch": 0.7162041181736795,
"eval_loss": 0.09587574750185013,
"eval_runtime": 14.6657,
"eval_samples_per_second": 32.048,
"eval_steps_per_second": 4.023,
"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": 5.688797699537633e+17,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}