DeepDream2045's picture
Training in progress, step 50, checkpoint
6ca26e6 verified
{
"best_metric": 4.832469463348389,
"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": 3.85332989692688,
"learning_rate": 5e-05,
"loss": 7.9055,
"step": 1
},
{
"epoch": 0.00037894038794022213,
"eval_loss": 10.32066535949707,
"eval_runtime": 49.7576,
"eval_samples_per_second": 357.292,
"eval_steps_per_second": 44.677,
"step": 1
},
{
"epoch": 0.0007578807758804443,
"grad_norm": 4.732010841369629,
"learning_rate": 0.0001,
"loss": 8.9497,
"step": 2
},
{
"epoch": 0.0011368211638206665,
"grad_norm": 6.777773380279541,
"learning_rate": 9.989294616193017e-05,
"loss": 9.2294,
"step": 3
},
{
"epoch": 0.0015157615517608885,
"grad_norm": 5.981103420257568,
"learning_rate": 9.957224306869053e-05,
"loss": 9.0466,
"step": 4
},
{
"epoch": 0.0018947019397011107,
"grad_norm": 6.652340888977051,
"learning_rate": 9.903926402016153e-05,
"loss": 9.5321,
"step": 5
},
{
"epoch": 0.002273642327641333,
"grad_norm": 6.979233264923096,
"learning_rate": 9.829629131445342e-05,
"loss": 9.0279,
"step": 6
},
{
"epoch": 0.002652582715581555,
"grad_norm": 5.1045098304748535,
"learning_rate": 9.73465064747553e-05,
"loss": 8.9,
"step": 7
},
{
"epoch": 0.003031523103521777,
"grad_norm": 5.81050443649292,
"learning_rate": 9.619397662556435e-05,
"loss": 8.9322,
"step": 8
},
{
"epoch": 0.0034104634914619994,
"grad_norm": 4.246511459350586,
"learning_rate": 9.484363707663442e-05,
"loss": 8.7202,
"step": 9
},
{
"epoch": 0.0037894038794022214,
"grad_norm": 5.267040252685547,
"learning_rate": 9.330127018922194e-05,
"loss": 8.849,
"step": 10
},
{
"epoch": 0.004168344267342443,
"grad_norm": 4.847978591918945,
"learning_rate": 9.157348061512727e-05,
"loss": 9.0714,
"step": 11
},
{
"epoch": 0.004547284655282666,
"grad_norm": 4.391917705535889,
"learning_rate": 8.966766701456177e-05,
"loss": 9.0887,
"step": 12
},
{
"epoch": 0.004926225043222888,
"grad_norm": 3.459029197692871,
"learning_rate": 8.759199037394887e-05,
"loss": 7.3196,
"step": 13
},
{
"epoch": 0.00530516543116311,
"grad_norm": 2.6703901290893555,
"learning_rate": 8.535533905932738e-05,
"loss": 6.6516,
"step": 14
},
{
"epoch": 0.005684105819103332,
"grad_norm": 2.962366819381714,
"learning_rate": 8.296729075500344e-05,
"loss": 6.7315,
"step": 15
},
{
"epoch": 0.006063046207043554,
"grad_norm": 3.2031960487365723,
"learning_rate": 8.043807145043604e-05,
"loss": 6.7804,
"step": 16
},
{
"epoch": 0.006441986594983777,
"grad_norm": 3.1914448738098145,
"learning_rate": 7.777851165098012e-05,
"loss": 6.5232,
"step": 17
},
{
"epoch": 0.006820926982923999,
"grad_norm": 3.29257869720459,
"learning_rate": 7.500000000000001e-05,
"loss": 6.498,
"step": 18
},
{
"epoch": 0.007199867370864221,
"grad_norm": 3.7383933067321777,
"learning_rate": 7.211443451095007e-05,
"loss": 6.475,
"step": 19
},
{
"epoch": 0.007578807758804443,
"grad_norm": 3.9719223976135254,
"learning_rate": 6.91341716182545e-05,
"loss": 6.3644,
"step": 20
},
{
"epoch": 0.007957748146744666,
"grad_norm": 3.7263057231903076,
"learning_rate": 6.607197326515808e-05,
"loss": 6.4056,
"step": 21
},
{
"epoch": 0.008336688534684887,
"grad_norm": 4.621120929718018,
"learning_rate": 6.294095225512603e-05,
"loss": 6.1503,
"step": 22
},
{
"epoch": 0.00871562892262511,
"grad_norm": 4.670963287353516,
"learning_rate": 5.9754516100806423e-05,
"loss": 6.0622,
"step": 23
},
{
"epoch": 0.009094569310565332,
"grad_norm": 4.76012659072876,
"learning_rate": 5.6526309611002594e-05,
"loss": 5.9367,
"step": 24
},
{
"epoch": 0.009473509698505553,
"grad_norm": 5.220454216003418,
"learning_rate": 5.327015646150716e-05,
"loss": 5.9759,
"step": 25
},
{
"epoch": 0.009473509698505553,
"eval_loss": 5.363160133361816,
"eval_runtime": 49.7192,
"eval_samples_per_second": 357.568,
"eval_steps_per_second": 44.711,
"step": 25
},
{
"epoch": 0.009852450086445776,
"grad_norm": 2.8592782020568848,
"learning_rate": 5e-05,
"loss": 5.1642,
"step": 26
},
{
"epoch": 0.010231390474385997,
"grad_norm": 3.3668901920318604,
"learning_rate": 4.6729843538492847e-05,
"loss": 4.9931,
"step": 27
},
{
"epoch": 0.01061033086232622,
"grad_norm": 3.769247531890869,
"learning_rate": 4.347369038899744e-05,
"loss": 5.0043,
"step": 28
},
{
"epoch": 0.010989271250266443,
"grad_norm": 4.0553297996521,
"learning_rate": 4.0245483899193595e-05,
"loss": 5.0804,
"step": 29
},
{
"epoch": 0.011368211638206664,
"grad_norm": 3.99537992477417,
"learning_rate": 3.705904774487396e-05,
"loss": 5.123,
"step": 30
},
{
"epoch": 0.011747152026146887,
"grad_norm": 4.698930263519287,
"learning_rate": 3.392802673484193e-05,
"loss": 5.0135,
"step": 31
},
{
"epoch": 0.012126092414087108,
"grad_norm": 4.247986316680908,
"learning_rate": 3.086582838174551e-05,
"loss": 4.9207,
"step": 32
},
{
"epoch": 0.012505032802027331,
"grad_norm": 3.5553126335144043,
"learning_rate": 2.7885565489049946e-05,
"loss": 4.9427,
"step": 33
},
{
"epoch": 0.012883973189967554,
"grad_norm": 3.068984031677246,
"learning_rate": 2.500000000000001e-05,
"loss": 4.9177,
"step": 34
},
{
"epoch": 0.013262913577907775,
"grad_norm": 3.0896942615509033,
"learning_rate": 2.2221488349019903e-05,
"loss": 4.9117,
"step": 35
},
{
"epoch": 0.013641853965847998,
"grad_norm": 2.157078266143799,
"learning_rate": 1.9561928549563968e-05,
"loss": 4.8537,
"step": 36
},
{
"epoch": 0.014020794353788219,
"grad_norm": 3.4221081733703613,
"learning_rate": 1.703270924499656e-05,
"loss": 5.1317,
"step": 37
},
{
"epoch": 0.014399734741728442,
"grad_norm": 2.8120241165161133,
"learning_rate": 1.4644660940672627e-05,
"loss": 5.0818,
"step": 38
},
{
"epoch": 0.014778675129668664,
"grad_norm": 3.566973924636841,
"learning_rate": 1.2408009626051137e-05,
"loss": 4.7874,
"step": 39
},
{
"epoch": 0.015157615517608886,
"grad_norm": 3.3742949962615967,
"learning_rate": 1.0332332985438248e-05,
"loss": 4.8105,
"step": 40
},
{
"epoch": 0.015536555905549108,
"grad_norm": 2.7615294456481934,
"learning_rate": 8.426519384872733e-06,
"loss": 4.736,
"step": 41
},
{
"epoch": 0.01591549629348933,
"grad_norm": 2.8716986179351807,
"learning_rate": 6.698729810778065e-06,
"loss": 4.8706,
"step": 42
},
{
"epoch": 0.016294436681429554,
"grad_norm": 2.268878221511841,
"learning_rate": 5.156362923365588e-06,
"loss": 5.0533,
"step": 43
},
{
"epoch": 0.016673377069369773,
"grad_norm": 2.9596915245056152,
"learning_rate": 3.8060233744356633e-06,
"loss": 4.745,
"step": 44
},
{
"epoch": 0.017052317457309996,
"grad_norm": 2.2583632469177246,
"learning_rate": 2.653493525244721e-06,
"loss": 4.6773,
"step": 45
},
{
"epoch": 0.01743125784525022,
"grad_norm": 3.824549674987793,
"learning_rate": 1.70370868554659e-06,
"loss": 4.8859,
"step": 46
},
{
"epoch": 0.017810198233190442,
"grad_norm": 2.705209970474243,
"learning_rate": 9.607359798384785e-07,
"loss": 4.986,
"step": 47
},
{
"epoch": 0.018189138621130665,
"grad_norm": 2.4990625381469727,
"learning_rate": 4.277569313094809e-07,
"loss": 5.0115,
"step": 48
},
{
"epoch": 0.018568079009070884,
"grad_norm": 2.7045373916625977,
"learning_rate": 1.0705383806982606e-07,
"loss": 4.8936,
"step": 49
},
{
"epoch": 0.018947019397011107,
"grad_norm": 3.766317367553711,
"learning_rate": 0.0,
"loss": 5.2797,
"step": 50
},
{
"epoch": 0.018947019397011107,
"eval_loss": 4.832469463348389,
"eval_runtime": 49.6333,
"eval_samples_per_second": 358.187,
"eval_steps_per_second": 44.788,
"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": 1.13737243557888e+16,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}