DeepDream2045's picture
Training in progress, step 50, checkpoint
43748d3 verified
raw
history blame
10.3 kB
{
"best_metric": 2.28448224067688,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.018947019397011107,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.00037894038794022213,
"grad_norm": 41.42342758178711,
"learning_rate": 5e-05,
"loss": 5.0871,
"step": 1
},
{
"epoch": 0.00037894038794022213,
"eval_loss": 6.468197822570801,
"eval_runtime": 948.8603,
"eval_samples_per_second": 18.736,
"eval_steps_per_second": 2.343,
"step": 1
},
{
"epoch": 0.0007578807758804443,
"grad_norm": 49.051673889160156,
"learning_rate": 0.0001,
"loss": 5.6547,
"step": 2
},
{
"epoch": 0.0011368211638206665,
"grad_norm": 53.116275787353516,
"learning_rate": 9.989294616193017e-05,
"loss": 5.7698,
"step": 3
},
{
"epoch": 0.0015157615517608885,
"grad_norm": 67.34286499023438,
"learning_rate": 9.957224306869053e-05,
"loss": 5.3108,
"step": 4
},
{
"epoch": 0.0018947019397011107,
"grad_norm": 84.63033294677734,
"learning_rate": 9.903926402016153e-05,
"loss": 4.9954,
"step": 5
},
{
"epoch": 0.002273642327641333,
"grad_norm": 92.24832916259766,
"learning_rate": 9.829629131445342e-05,
"loss": 4.0311,
"step": 6
},
{
"epoch": 0.002652582715581555,
"grad_norm": 92.74950408935547,
"learning_rate": 9.73465064747553e-05,
"loss": 3.4383,
"step": 7
},
{
"epoch": 0.003031523103521777,
"grad_norm": 55.20710372924805,
"learning_rate": 9.619397662556435e-05,
"loss": 2.6935,
"step": 8
},
{
"epoch": 0.0034104634914619994,
"grad_norm": 31.44512939453125,
"learning_rate": 9.484363707663442e-05,
"loss": 2.6105,
"step": 9
},
{
"epoch": 0.0037894038794022214,
"grad_norm": 31.56848907470703,
"learning_rate": 9.330127018922194e-05,
"loss": 2.6512,
"step": 10
},
{
"epoch": 0.004168344267342443,
"grad_norm": 26.10360336303711,
"learning_rate": 9.157348061512727e-05,
"loss": 2.7422,
"step": 11
},
{
"epoch": 0.004547284655282666,
"grad_norm": 22.286645889282227,
"learning_rate": 8.966766701456177e-05,
"loss": 2.6847,
"step": 12
},
{
"epoch": 0.004926225043222888,
"grad_norm": 33.60494613647461,
"learning_rate": 8.759199037394887e-05,
"loss": 2.5989,
"step": 13
},
{
"epoch": 0.00530516543116311,
"grad_norm": 57.28451156616211,
"learning_rate": 8.535533905932738e-05,
"loss": 2.7178,
"step": 14
},
{
"epoch": 0.005684105819103332,
"grad_norm": 30.965965270996094,
"learning_rate": 8.296729075500344e-05,
"loss": 2.4546,
"step": 15
},
{
"epoch": 0.006063046207043554,
"grad_norm": 19.96285629272461,
"learning_rate": 8.043807145043604e-05,
"loss": 2.412,
"step": 16
},
{
"epoch": 0.006441986594983777,
"grad_norm": 19.304079055786133,
"learning_rate": 7.777851165098012e-05,
"loss": 2.4099,
"step": 17
},
{
"epoch": 0.006820926982923999,
"grad_norm": 26.206418991088867,
"learning_rate": 7.500000000000001e-05,
"loss": 2.3938,
"step": 18
},
{
"epoch": 0.007199867370864221,
"grad_norm": 27.039033889770508,
"learning_rate": 7.211443451095007e-05,
"loss": 2.4971,
"step": 19
},
{
"epoch": 0.007578807758804443,
"grad_norm": 27.811473846435547,
"learning_rate": 6.91341716182545e-05,
"loss": 2.4299,
"step": 20
},
{
"epoch": 0.007957748146744666,
"grad_norm": 24.03557777404785,
"learning_rate": 6.607197326515808e-05,
"loss": 2.4618,
"step": 21
},
{
"epoch": 0.008336688534684887,
"grad_norm": 20.3538818359375,
"learning_rate": 6.294095225512603e-05,
"loss": 2.3906,
"step": 22
},
{
"epoch": 0.00871562892262511,
"grad_norm": 18.857227325439453,
"learning_rate": 5.9754516100806423e-05,
"loss": 2.4056,
"step": 23
},
{
"epoch": 0.009094569310565332,
"grad_norm": 18.808645248413086,
"learning_rate": 5.6526309611002594e-05,
"loss": 2.4523,
"step": 24
},
{
"epoch": 0.009473509698505553,
"grad_norm": 19.10662269592285,
"learning_rate": 5.327015646150716e-05,
"loss": 2.4367,
"step": 25
},
{
"epoch": 0.009473509698505553,
"eval_loss": 2.3853487968444824,
"eval_runtime": 1485.5718,
"eval_samples_per_second": 11.967,
"eval_steps_per_second": 1.496,
"step": 25
},
{
"epoch": 0.009852450086445776,
"grad_norm": 41.54273223876953,
"learning_rate": 5e-05,
"loss": 2.5266,
"step": 26
},
{
"epoch": 0.010231390474385997,
"grad_norm": 37.918094635009766,
"learning_rate": 4.6729843538492847e-05,
"loss": 2.3561,
"step": 27
},
{
"epoch": 0.01061033086232622,
"grad_norm": 32.39877700805664,
"learning_rate": 4.347369038899744e-05,
"loss": 2.3502,
"step": 28
},
{
"epoch": 0.010989271250266443,
"grad_norm": 33.80083465576172,
"learning_rate": 4.0245483899193595e-05,
"loss": 2.4292,
"step": 29
},
{
"epoch": 0.011368211638206664,
"grad_norm": 24.64554786682129,
"learning_rate": 3.705904774487396e-05,
"loss": 2.4089,
"step": 30
},
{
"epoch": 0.011747152026146887,
"grad_norm": 21.70261573791504,
"learning_rate": 3.392802673484193e-05,
"loss": 2.3391,
"step": 31
},
{
"epoch": 0.012126092414087108,
"grad_norm": 20.256654739379883,
"learning_rate": 3.086582838174551e-05,
"loss": 2.262,
"step": 32
},
{
"epoch": 0.012505032802027331,
"grad_norm": 15.916815757751465,
"learning_rate": 2.7885565489049946e-05,
"loss": 2.2547,
"step": 33
},
{
"epoch": 0.012883973189967554,
"grad_norm": 19.03730010986328,
"learning_rate": 2.500000000000001e-05,
"loss": 2.3206,
"step": 34
},
{
"epoch": 0.013262913577907775,
"grad_norm": 21.43941307067871,
"learning_rate": 2.2221488349019903e-05,
"loss": 2.2924,
"step": 35
},
{
"epoch": 0.013641853965847998,
"grad_norm": 22.336946487426758,
"learning_rate": 1.9561928549563968e-05,
"loss": 2.3934,
"step": 36
},
{
"epoch": 0.014020794353788219,
"grad_norm": 37.155521392822266,
"learning_rate": 1.703270924499656e-05,
"loss": 2.5508,
"step": 37
},
{
"epoch": 0.014399734741728442,
"grad_norm": 24.519384384155273,
"learning_rate": 1.4644660940672627e-05,
"loss": 2.4562,
"step": 38
},
{
"epoch": 0.014778675129668664,
"grad_norm": 16.592533111572266,
"learning_rate": 1.2408009626051137e-05,
"loss": 2.1991,
"step": 39
},
{
"epoch": 0.015157615517608886,
"grad_norm": 16.430328369140625,
"learning_rate": 1.0332332985438248e-05,
"loss": 2.2824,
"step": 40
},
{
"epoch": 0.015536555905549108,
"grad_norm": 16.076345443725586,
"learning_rate": 8.426519384872733e-06,
"loss": 2.2632,
"step": 41
},
{
"epoch": 0.01591549629348933,
"grad_norm": 15.423989295959473,
"learning_rate": 6.698729810778065e-06,
"loss": 2.2627,
"step": 42
},
{
"epoch": 0.016294436681429554,
"grad_norm": 17.79759979248047,
"learning_rate": 5.156362923365588e-06,
"loss": 2.3937,
"step": 43
},
{
"epoch": 0.016673377069369773,
"grad_norm": 17.390098571777344,
"learning_rate": 3.8060233744356633e-06,
"loss": 2.3232,
"step": 44
},
{
"epoch": 0.017052317457309996,
"grad_norm": 16.93052864074707,
"learning_rate": 2.653493525244721e-06,
"loss": 2.2348,
"step": 45
},
{
"epoch": 0.01743125784525022,
"grad_norm": 17.974763870239258,
"learning_rate": 1.70370868554659e-06,
"loss": 2.3418,
"step": 46
},
{
"epoch": 0.017810198233190442,
"grad_norm": 20.516761779785156,
"learning_rate": 9.607359798384785e-07,
"loss": 2.2928,
"step": 47
},
{
"epoch": 0.018189138621130665,
"grad_norm": 19.835205078125,
"learning_rate": 4.277569313094809e-07,
"loss": 2.4389,
"step": 48
},
{
"epoch": 0.018568079009070884,
"grad_norm": 30.226259231567383,
"learning_rate": 1.0705383806982606e-07,
"loss": 2.348,
"step": 49
},
{
"epoch": 0.018947019397011107,
"grad_norm": 38.83269119262695,
"learning_rate": 0.0,
"loss": 2.4241,
"step": 50
},
{
"epoch": 0.018947019397011107,
"eval_loss": 2.28448224067688,
"eval_runtime": 1485.3063,
"eval_samples_per_second": 11.969,
"eval_steps_per_second": 1.497,
"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": 2.967137622687744e+17,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}