|
{ |
|
"best_metric": 1.1944663524627686, |
|
"best_model_checkpoint": "miner_id_24/checkpoint-500", |
|
"epoch": 0.08488964346349745, |
|
"eval_steps": 50, |
|
"global_step": 500, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.00016977928692699492, |
|
"eval_loss": 1.4329637289047241, |
|
"eval_runtime": 234.9554, |
|
"eval_samples_per_second": 5.278, |
|
"eval_steps_per_second": 1.319, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.001697792869269949, |
|
"grad_norm": 1.341242790222168, |
|
"learning_rate": 4.12e-05, |
|
"loss": 1.4209, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.003395585738539898, |
|
"grad_norm": 0.7306675910949707, |
|
"learning_rate": 8.24e-05, |
|
"loss": 1.338, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.0050933786078098476, |
|
"grad_norm": 0.7428624629974365, |
|
"learning_rate": 0.0001236, |
|
"loss": 1.2576, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.006791171477079796, |
|
"grad_norm": 0.7021359205245972, |
|
"learning_rate": 0.0001648, |
|
"loss": 1.2015, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.008488964346349746, |
|
"grad_norm": 0.8103872537612915, |
|
"learning_rate": 0.000206, |
|
"loss": 1.2281, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.008488964346349746, |
|
"eval_loss": 1.2455830574035645, |
|
"eval_runtime": 237.2217, |
|
"eval_samples_per_second": 5.227, |
|
"eval_steps_per_second": 1.307, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.010186757215619695, |
|
"grad_norm": 0.7842703461647034, |
|
"learning_rate": 0.0002057490971767619, |
|
"loss": 1.2212, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 0.011884550084889643, |
|
"grad_norm": 0.8670001029968262, |
|
"learning_rate": 0.00020499761108038175, |
|
"loss": 1.2051, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 0.013582342954159592, |
|
"grad_norm": 0.8176340460777283, |
|
"learning_rate": 0.00020374920287558198, |
|
"loss": 1.209, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 0.015280135823429542, |
|
"grad_norm": 1.0117417573928833, |
|
"learning_rate": 0.00020200995468164684, |
|
"loss": 1.2546, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 0.01697792869269949, |
|
"grad_norm": 1.4239269495010376, |
|
"learning_rate": 0.00019978833994094855, |
|
"loss": 1.3016, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 0.01697792869269949, |
|
"eval_loss": 1.3394960165023804, |
|
"eval_runtime": 236.5162, |
|
"eval_samples_per_second": 5.243, |
|
"eval_steps_per_second": 1.311, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 0.01867572156196944, |
|
"grad_norm": 0.6853418350219727, |
|
"learning_rate": 0.00019709518213718787, |
|
"loss": 1.3013, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 0.02037351443123939, |
|
"grad_norm": 0.7583730816841125, |
|
"learning_rate": 0.00019394360206446948, |
|
"loss": 1.1855, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 0.022071307300509338, |
|
"grad_norm": 0.8353321552276611, |
|
"learning_rate": 0.00019034895390411186, |
|
"loss": 1.2214, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 0.023769100169779286, |
|
"grad_norm": 0.8519904613494873, |
|
"learning_rate": 0.0001863287504206196, |
|
"loss": 1.2907, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 0.025466893039049237, |
|
"grad_norm": 0.7282483577728271, |
|
"learning_rate": 0.00018190257764125471, |
|
"loss": 1.1985, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 0.025466893039049237, |
|
"eval_loss": 1.2455435991287231, |
|
"eval_runtime": 237.1965, |
|
"eval_samples_per_second": 5.228, |
|
"eval_steps_per_second": 1.307, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 0.027164685908319185, |
|
"grad_norm": 0.8496482968330383, |
|
"learning_rate": 0.00017709199943488106, |
|
"loss": 1.1761, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 0.028862478777589132, |
|
"grad_norm": 0.7892032861709595, |
|
"learning_rate": 0.00017192045245496238, |
|
"loss": 1.2281, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 0.030560271646859084, |
|
"grad_norm": 0.8588133454322815, |
|
"learning_rate": 0.00016641313195854277, |
|
"loss": 1.205, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 0.03225806451612903, |
|
"grad_norm": 0.9884034991264343, |
|
"learning_rate": 0.0001605968690574869, |
|
"loss": 1.2602, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 0.03395585738539898, |
|
"grad_norm": 1.295212745666504, |
|
"learning_rate": 0.0001545, |
|
"loss": 1.2808, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 0.03395585738539898, |
|
"eval_loss": 1.3785539865493774, |
|
"eval_runtime": 236.0337, |
|
"eval_samples_per_second": 5.253, |
|
"eval_steps_per_second": 1.313, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 0.035653650254668934, |
|
"grad_norm": 0.7312771081924438, |
|
"learning_rate": 0.00014815222811927496, |
|
"loss": 1.249, |
|
"step": 210 |
|
}, |
|
{ |
|
"epoch": 0.03735144312393888, |
|
"grad_norm": 0.748958170413971, |
|
"learning_rate": 0.00014158447912183896, |
|
"loss": 1.2374, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 0.03904923599320883, |
|
"grad_norm": 0.7886843681335449, |
|
"learning_rate": 0.00013482875042061958, |
|
"loss": 1.2235, |
|
"step": 230 |
|
}, |
|
{ |
|
"epoch": 0.04074702886247878, |
|
"grad_norm": 0.7367339134216309, |
|
"learning_rate": 0.00012791795524676576, |
|
"loss": 1.1971, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 0.042444821731748725, |
|
"grad_norm": 0.8220826983451843, |
|
"learning_rate": 0.00012088576229969385, |
|
"loss": 1.2372, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 0.042444821731748725, |
|
"eval_loss": 1.2279402017593384, |
|
"eval_runtime": 237.5615, |
|
"eval_samples_per_second": 5.22, |
|
"eval_steps_per_second": 1.305, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 0.044142614601018676, |
|
"grad_norm": 0.7322437167167664, |
|
"learning_rate": 0.0001137664317165683, |
|
"loss": 1.2527, |
|
"step": 260 |
|
}, |
|
{ |
|
"epoch": 0.04584040747028863, |
|
"grad_norm": 0.7987295985221863, |
|
"learning_rate": 0.00010659464816035761, |
|
"loss": 1.2151, |
|
"step": 270 |
|
}, |
|
{ |
|
"epoch": 0.04753820033955857, |
|
"grad_norm": 0.8461410999298096, |
|
"learning_rate": 9.940535183964242e-05, |
|
"loss": 1.1581, |
|
"step": 280 |
|
}, |
|
{ |
|
"epoch": 0.04923599320882852, |
|
"grad_norm": 0.893200159072876, |
|
"learning_rate": 9.22335682834317e-05, |
|
"loss": 1.1902, |
|
"step": 290 |
|
}, |
|
{ |
|
"epoch": 0.050933786078098474, |
|
"grad_norm": 1.0908836126327515, |
|
"learning_rate": 8.511423770030617e-05, |
|
"loss": 1.285, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 0.050933786078098474, |
|
"eval_loss": 1.2769778966903687, |
|
"eval_runtime": 235.1131, |
|
"eval_samples_per_second": 5.274, |
|
"eval_steps_per_second": 1.319, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 0.05263157894736842, |
|
"grad_norm": 0.6881177425384521, |
|
"learning_rate": 7.808204475323423e-05, |
|
"loss": 1.2984, |
|
"step": 310 |
|
}, |
|
{ |
|
"epoch": 0.05432937181663837, |
|
"grad_norm": 0.6913091540336609, |
|
"learning_rate": 7.117124957938042e-05, |
|
"loss": 1.1949, |
|
"step": 320 |
|
}, |
|
{ |
|
"epoch": 0.05602716468590832, |
|
"grad_norm": 0.6359566450119019, |
|
"learning_rate": 6.441552087816105e-05, |
|
"loss": 1.2487, |
|
"step": 330 |
|
}, |
|
{ |
|
"epoch": 0.057724957555178265, |
|
"grad_norm": 0.6509237289428711, |
|
"learning_rate": 5.784777188072502e-05, |
|
"loss": 1.1914, |
|
"step": 340 |
|
}, |
|
{ |
|
"epoch": 0.059422750424448216, |
|
"grad_norm": 0.7074187994003296, |
|
"learning_rate": 5.150000000000002e-05, |
|
"loss": 1.1768, |
|
"step": 350 |
|
}, |
|
{ |
|
"epoch": 0.059422750424448216, |
|
"eval_loss": 1.2067750692367554, |
|
"eval_runtime": 236.6964, |
|
"eval_samples_per_second": 5.239, |
|
"eval_steps_per_second": 1.31, |
|
"step": 350 |
|
}, |
|
{ |
|
"epoch": 0.06112054329371817, |
|
"grad_norm": 0.7682424187660217, |
|
"learning_rate": 4.540313094251309e-05, |
|
"loss": 1.1792, |
|
"step": 360 |
|
}, |
|
{ |
|
"epoch": 0.06281833616298811, |
|
"grad_norm": 0.7742196321487427, |
|
"learning_rate": 3.958686804145719e-05, |
|
"loss": 1.1434, |
|
"step": 370 |
|
}, |
|
{ |
|
"epoch": 0.06451612903225806, |
|
"grad_norm": 0.8594280481338501, |
|
"learning_rate": 3.4079547545037634e-05, |
|
"loss": 1.1741, |
|
"step": 380 |
|
}, |
|
{ |
|
"epoch": 0.06621392190152801, |
|
"grad_norm": 0.8601087331771851, |
|
"learning_rate": 2.8908000565118947e-05, |
|
"loss": 1.2038, |
|
"step": 390 |
|
}, |
|
{ |
|
"epoch": 0.06791171477079797, |
|
"grad_norm": 1.167262077331543, |
|
"learning_rate": 2.4097422358745275e-05, |
|
"loss": 1.2147, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 0.06791171477079797, |
|
"eval_loss": 1.2109880447387695, |
|
"eval_runtime": 235.5973, |
|
"eval_samples_per_second": 5.263, |
|
"eval_steps_per_second": 1.316, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 0.06960950764006792, |
|
"grad_norm": 0.7046334743499756, |
|
"learning_rate": 1.9671249579380422e-05, |
|
"loss": 1.2294, |
|
"step": 410 |
|
}, |
|
{ |
|
"epoch": 0.07130730050933787, |
|
"grad_norm": 0.6611829400062561, |
|
"learning_rate": 1.5651046095888127e-05, |
|
"loss": 1.1951, |
|
"step": 420 |
|
}, |
|
{ |
|
"epoch": 0.0730050933786078, |
|
"grad_norm": 0.5956356525421143, |
|
"learning_rate": 1.205639793553052e-05, |
|
"loss": 1.1891, |
|
"step": 430 |
|
}, |
|
{ |
|
"epoch": 0.07470288624787776, |
|
"grad_norm": 0.6220433115959167, |
|
"learning_rate": 8.904817862812098e-06, |
|
"loss": 1.1773, |
|
"step": 440 |
|
}, |
|
{ |
|
"epoch": 0.07640067911714771, |
|
"grad_norm": 0.7181682586669922, |
|
"learning_rate": 6.211660059051443e-06, |
|
"loss": 1.2383, |
|
"step": 450 |
|
}, |
|
{ |
|
"epoch": 0.07640067911714771, |
|
"eval_loss": 1.1962662935256958, |
|
"eval_runtime": 235.3359, |
|
"eval_samples_per_second": 5.269, |
|
"eval_steps_per_second": 1.317, |
|
"step": 450 |
|
}, |
|
{ |
|
"epoch": 0.07809847198641766, |
|
"grad_norm": 0.7613552212715149, |
|
"learning_rate": 3.990045318353154e-06, |
|
"loss": 1.2263, |
|
"step": 460 |
|
}, |
|
{ |
|
"epoch": 0.07979626485568761, |
|
"grad_norm": 0.7208029627799988, |
|
"learning_rate": 2.250797124418014e-06, |
|
"loss": 1.2039, |
|
"step": 470 |
|
}, |
|
{ |
|
"epoch": 0.08149405772495756, |
|
"grad_norm": 0.8188151121139526, |
|
"learning_rate": 1.0023889196182526e-06, |
|
"loss": 1.2092, |
|
"step": 480 |
|
}, |
|
{ |
|
"epoch": 0.0831918505942275, |
|
"grad_norm": 0.7839704751968384, |
|
"learning_rate": 2.5090282323810766e-07, |
|
"loss": 1.2678, |
|
"step": 490 |
|
}, |
|
{ |
|
"epoch": 0.08488964346349745, |
|
"grad_norm": 1.197765588760376, |
|
"learning_rate": 0.0, |
|
"loss": 1.2776, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 0.08488964346349745, |
|
"eval_loss": 1.1944663524627686, |
|
"eval_runtime": 235.1406, |
|
"eval_samples_per_second": 5.273, |
|
"eval_steps_per_second": 1.318, |
|
"step": 500 |
|
} |
|
], |
|
"logging_steps": 10, |
|
"max_steps": 500, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 1, |
|
"save_steps": 50, |
|
"stateful_callbacks": { |
|
"EarlyStoppingCallback": { |
|
"args": { |
|
"early_stopping_patience": 3, |
|
"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": 1.589424290959196e+17, |
|
"train_batch_size": 2, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|