|
{ |
|
"best_metric": 0.7489719390869141, |
|
"best_model_checkpoint": "miner_id_24/checkpoint-50", |
|
"epoch": 0.016435204207412277, |
|
"eval_steps": 25, |
|
"global_step": 50, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.00032870408414824553, |
|
"grad_norm": 6.7998504638671875, |
|
"learning_rate": 5e-05, |
|
"loss": 7.4841, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.00032870408414824553, |
|
"eval_loss": 7.972625732421875, |
|
"eval_runtime": 2155.344, |
|
"eval_samples_per_second": 9.509, |
|
"eval_steps_per_second": 1.189, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.0006574081682964911, |
|
"grad_norm": 7.001423358917236, |
|
"learning_rate": 0.0001, |
|
"loss": 7.3824, |
|
"step": 2 |
|
}, |
|
{ |
|
"epoch": 0.0009861122524447367, |
|
"grad_norm": 7.489500045776367, |
|
"learning_rate": 9.989294616193017e-05, |
|
"loss": 7.3376, |
|
"step": 3 |
|
}, |
|
{ |
|
"epoch": 0.0013148163365929821, |
|
"grad_norm": 8.27587890625, |
|
"learning_rate": 9.957224306869053e-05, |
|
"loss": 4.7217, |
|
"step": 4 |
|
}, |
|
{ |
|
"epoch": 0.0016435204207412278, |
|
"grad_norm": 6.817953109741211, |
|
"learning_rate": 9.903926402016153e-05, |
|
"loss": 2.3513, |
|
"step": 5 |
|
}, |
|
{ |
|
"epoch": 0.0019722245048894734, |
|
"grad_norm": 3.7894959449768066, |
|
"learning_rate": 9.829629131445342e-05, |
|
"loss": 1.3255, |
|
"step": 6 |
|
}, |
|
{ |
|
"epoch": 0.0023009285890377186, |
|
"grad_norm": 1.6379387378692627, |
|
"learning_rate": 9.73465064747553e-05, |
|
"loss": 0.94, |
|
"step": 7 |
|
}, |
|
{ |
|
"epoch": 0.0026296326731859642, |
|
"grad_norm": 3.812008857727051, |
|
"learning_rate": 9.619397662556435e-05, |
|
"loss": 1.118, |
|
"step": 8 |
|
}, |
|
{ |
|
"epoch": 0.00295833675733421, |
|
"grad_norm": 5.046061992645264, |
|
"learning_rate": 9.484363707663442e-05, |
|
"loss": 1.0113, |
|
"step": 9 |
|
}, |
|
{ |
|
"epoch": 0.0032870408414824555, |
|
"grad_norm": 1.9192111492156982, |
|
"learning_rate": 9.330127018922194e-05, |
|
"loss": 0.8087, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.003615744925630701, |
|
"grad_norm": 2.565617322921753, |
|
"learning_rate": 9.157348061512727e-05, |
|
"loss": 0.776, |
|
"step": 11 |
|
}, |
|
{ |
|
"epoch": 0.003944449009778947, |
|
"grad_norm": 2.1589443683624268, |
|
"learning_rate": 8.966766701456177e-05, |
|
"loss": 0.7718, |
|
"step": 12 |
|
}, |
|
{ |
|
"epoch": 0.004273153093927192, |
|
"grad_norm": 1.7386910915374756, |
|
"learning_rate": 8.759199037394887e-05, |
|
"loss": 0.7525, |
|
"step": 13 |
|
}, |
|
{ |
|
"epoch": 0.004601857178075437, |
|
"grad_norm": 0.905386745929718, |
|
"learning_rate": 8.535533905932738e-05, |
|
"loss": 0.7191, |
|
"step": 14 |
|
}, |
|
{ |
|
"epoch": 0.004930561262223683, |
|
"grad_norm": 1.1218856573104858, |
|
"learning_rate": 8.296729075500344e-05, |
|
"loss": 0.7873, |
|
"step": 15 |
|
}, |
|
{ |
|
"epoch": 0.0052592653463719285, |
|
"grad_norm": 1.1609421968460083, |
|
"learning_rate": 8.043807145043604e-05, |
|
"loss": 0.7631, |
|
"step": 16 |
|
}, |
|
{ |
|
"epoch": 0.005587969430520174, |
|
"grad_norm": 0.9598643779754639, |
|
"learning_rate": 7.777851165098012e-05, |
|
"loss": 0.7264, |
|
"step": 17 |
|
}, |
|
{ |
|
"epoch": 0.00591667351466842, |
|
"grad_norm": 1.402292251586914, |
|
"learning_rate": 7.500000000000001e-05, |
|
"loss": 0.7519, |
|
"step": 18 |
|
}, |
|
{ |
|
"epoch": 0.006245377598816665, |
|
"grad_norm": 0.7951710224151611, |
|
"learning_rate": 7.211443451095007e-05, |
|
"loss": 0.6636, |
|
"step": 19 |
|
}, |
|
{ |
|
"epoch": 0.006574081682964911, |
|
"grad_norm": 1.159343957901001, |
|
"learning_rate": 6.91341716182545e-05, |
|
"loss": 0.7116, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.006902785767113157, |
|
"grad_norm": 1.6361199617385864, |
|
"learning_rate": 6.607197326515808e-05, |
|
"loss": 0.7876, |
|
"step": 21 |
|
}, |
|
{ |
|
"epoch": 0.007231489851261402, |
|
"grad_norm": 1.2136658430099487, |
|
"learning_rate": 6.294095225512603e-05, |
|
"loss": 0.7738, |
|
"step": 22 |
|
}, |
|
{ |
|
"epoch": 0.007560193935409647, |
|
"grad_norm": 1.2736364603042603, |
|
"learning_rate": 5.9754516100806423e-05, |
|
"loss": 0.8209, |
|
"step": 23 |
|
}, |
|
{ |
|
"epoch": 0.007888898019557894, |
|
"grad_norm": 1.6376301050186157, |
|
"learning_rate": 5.6526309611002594e-05, |
|
"loss": 0.8366, |
|
"step": 24 |
|
}, |
|
{ |
|
"epoch": 0.008217602103706138, |
|
"grad_norm": 2.051626205444336, |
|
"learning_rate": 5.327015646150716e-05, |
|
"loss": 0.694, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 0.008217602103706138, |
|
"eval_loss": 0.7877915501594543, |
|
"eval_runtime": 1814.1467, |
|
"eval_samples_per_second": 11.297, |
|
"eval_steps_per_second": 1.412, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 0.008546306187854385, |
|
"grad_norm": 1.6266748905181885, |
|
"learning_rate": 5e-05, |
|
"loss": 0.7129, |
|
"step": 26 |
|
}, |
|
{ |
|
"epoch": 0.00887501027200263, |
|
"grad_norm": 1.2160279750823975, |
|
"learning_rate": 4.6729843538492847e-05, |
|
"loss": 0.7406, |
|
"step": 27 |
|
}, |
|
{ |
|
"epoch": 0.009203714356150874, |
|
"grad_norm": 1.0015685558319092, |
|
"learning_rate": 4.347369038899744e-05, |
|
"loss": 0.7597, |
|
"step": 28 |
|
}, |
|
{ |
|
"epoch": 0.009532418440299121, |
|
"grad_norm": 0.55552738904953, |
|
"learning_rate": 4.0245483899193595e-05, |
|
"loss": 0.737, |
|
"step": 29 |
|
}, |
|
{ |
|
"epoch": 0.009861122524447366, |
|
"grad_norm": 0.5415008664131165, |
|
"learning_rate": 3.705904774487396e-05, |
|
"loss": 0.7192, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.010189826608595612, |
|
"grad_norm": 1.0667164325714111, |
|
"learning_rate": 3.392802673484193e-05, |
|
"loss": 0.738, |
|
"step": 31 |
|
}, |
|
{ |
|
"epoch": 0.010518530692743857, |
|
"grad_norm": 1.0163336992263794, |
|
"learning_rate": 3.086582838174551e-05, |
|
"loss": 0.7654, |
|
"step": 32 |
|
}, |
|
{ |
|
"epoch": 0.010847234776892103, |
|
"grad_norm": 0.5743635296821594, |
|
"learning_rate": 2.7885565489049946e-05, |
|
"loss": 0.7435, |
|
"step": 33 |
|
}, |
|
{ |
|
"epoch": 0.011175938861040348, |
|
"grad_norm": 0.6187846660614014, |
|
"learning_rate": 2.500000000000001e-05, |
|
"loss": 0.7465, |
|
"step": 34 |
|
}, |
|
{ |
|
"epoch": 0.011504642945188595, |
|
"grad_norm": 0.5016359686851501, |
|
"learning_rate": 2.2221488349019903e-05, |
|
"loss": 0.7376, |
|
"step": 35 |
|
}, |
|
{ |
|
"epoch": 0.01183334702933684, |
|
"grad_norm": 0.46876969933509827, |
|
"learning_rate": 1.9561928549563968e-05, |
|
"loss": 0.7177, |
|
"step": 36 |
|
}, |
|
{ |
|
"epoch": 0.012162051113485084, |
|
"grad_norm": 0.546317458152771, |
|
"learning_rate": 1.703270924499656e-05, |
|
"loss": 0.6776, |
|
"step": 37 |
|
}, |
|
{ |
|
"epoch": 0.01249075519763333, |
|
"grad_norm": 0.6002888083457947, |
|
"learning_rate": 1.4644660940672627e-05, |
|
"loss": 0.6374, |
|
"step": 38 |
|
}, |
|
{ |
|
"epoch": 0.012819459281781576, |
|
"grad_norm": 0.9599287509918213, |
|
"learning_rate": 1.2408009626051137e-05, |
|
"loss": 0.6531, |
|
"step": 39 |
|
}, |
|
{ |
|
"epoch": 0.013148163365929822, |
|
"grad_norm": 0.32457417249679565, |
|
"learning_rate": 1.0332332985438248e-05, |
|
"loss": 0.7018, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.013476867450078067, |
|
"grad_norm": 0.39083102345466614, |
|
"learning_rate": 8.426519384872733e-06, |
|
"loss": 0.7042, |
|
"step": 41 |
|
}, |
|
{ |
|
"epoch": 0.013805571534226313, |
|
"grad_norm": 0.38013777136802673, |
|
"learning_rate": 6.698729810778065e-06, |
|
"loss": 0.7211, |
|
"step": 42 |
|
}, |
|
{ |
|
"epoch": 0.014134275618374558, |
|
"grad_norm": 0.7130141258239746, |
|
"learning_rate": 5.156362923365588e-06, |
|
"loss": 0.7401, |
|
"step": 43 |
|
}, |
|
{ |
|
"epoch": 0.014462979702522805, |
|
"grad_norm": 0.433555006980896, |
|
"learning_rate": 3.8060233744356633e-06, |
|
"loss": 0.6968, |
|
"step": 44 |
|
}, |
|
{ |
|
"epoch": 0.01479168378667105, |
|
"grad_norm": 0.5339280366897583, |
|
"learning_rate": 2.653493525244721e-06, |
|
"loss": 0.6373, |
|
"step": 45 |
|
}, |
|
{ |
|
"epoch": 0.015120387870819294, |
|
"grad_norm": 0.5228230357170105, |
|
"learning_rate": 1.70370868554659e-06, |
|
"loss": 0.7326, |
|
"step": 46 |
|
}, |
|
{ |
|
"epoch": 0.01544909195496754, |
|
"grad_norm": 0.8945353031158447, |
|
"learning_rate": 9.607359798384785e-07, |
|
"loss": 0.7346, |
|
"step": 47 |
|
}, |
|
{ |
|
"epoch": 0.015777796039115787, |
|
"grad_norm": 0.7894071340560913, |
|
"learning_rate": 4.277569313094809e-07, |
|
"loss": 0.7375, |
|
"step": 48 |
|
}, |
|
{ |
|
"epoch": 0.01610650012326403, |
|
"grad_norm": 0.5900431275367737, |
|
"learning_rate": 1.0705383806982606e-07, |
|
"loss": 0.6634, |
|
"step": 49 |
|
}, |
|
{ |
|
"epoch": 0.016435204207412277, |
|
"grad_norm": 0.824525773525238, |
|
"learning_rate": 0.0, |
|
"loss": 0.6322, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.016435204207412277, |
|
"eval_loss": 0.7489719390869141, |
|
"eval_runtime": 981.6847, |
|
"eval_samples_per_second": 20.877, |
|
"eval_steps_per_second": 2.61, |
|
"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": 1.0228361536208896e+18, |
|
"train_batch_size": 2, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|