{ "best_metric": 0.6224383115768433, "best_model_checkpoint": "miner_id_24/checkpoint-100", "epoch": 0.14641288433382138, "eval_steps": 25, "global_step": 100, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0014641288433382138, "grad_norm": 0.9750430583953857, "learning_rate": 4e-05, "loss": 1.0625, "step": 1 }, { "epoch": 0.0014641288433382138, "eval_loss": 1.124760389328003, "eval_runtime": 76.9259, "eval_samples_per_second": 3.744, "eval_steps_per_second": 1.872, "step": 1 }, { "epoch": 0.0029282576866764276, "grad_norm": 1.0913565158843994, "learning_rate": 8e-05, "loss": 1.0917, "step": 2 }, { "epoch": 0.004392386530014641, "grad_norm": 1.0702697038650513, "learning_rate": 0.00012, "loss": 1.0758, "step": 3 }, { "epoch": 0.005856515373352855, "grad_norm": 1.0503638982772827, "learning_rate": 0.00016, "loss": 1.0126, "step": 4 }, { "epoch": 0.007320644216691069, "grad_norm": 1.3807379007339478, "learning_rate": 0.0002, "loss": 0.9423, "step": 5 }, { "epoch": 0.008784773060029283, "grad_norm": 1.5241297483444214, "learning_rate": 0.00019994532573409262, "loss": 0.9538, "step": 6 }, { "epoch": 0.010248901903367497, "grad_norm": 1.7318557500839233, "learning_rate": 0.00019978136272187747, "loss": 0.8408, "step": 7 }, { "epoch": 0.01171303074670571, "grad_norm": 1.2110615968704224, "learning_rate": 0.00019950829025450114, "loss": 0.8412, "step": 8 }, { "epoch": 0.013177159590043924, "grad_norm": 0.9903315901756287, "learning_rate": 0.00019912640693269752, "loss": 0.8473, "step": 9 }, { "epoch": 0.014641288433382138, "grad_norm": 0.8798181414604187, "learning_rate": 0.00019863613034027224, "loss": 0.8267, "step": 10 }, { "epoch": 0.016105417276720352, "grad_norm": 0.9941743016242981, "learning_rate": 0.00019803799658748094, "loss": 0.8427, "step": 11 }, { "epoch": 0.017569546120058566, "grad_norm": 0.9219509959220886, "learning_rate": 0.0001973326597248006, "loss": 0.7463, "step": 12 }, { "epoch": 0.01903367496339678, "grad_norm": 0.8963194489479065, "learning_rate": 0.00019652089102773488, "loss": 0.8373, "step": 13 }, { "epoch": 0.020497803806734993, "grad_norm": 0.9019066691398621, "learning_rate": 0.00019560357815343577, "loss": 0.754, "step": 14 }, { "epoch": 0.021961932650073207, "grad_norm": 1.0534106492996216, "learning_rate": 0.00019458172417006347, "loss": 0.7813, "step": 15 }, { "epoch": 0.02342606149341142, "grad_norm": 0.8860576152801514, "learning_rate": 0.0001934564464599461, "loss": 0.7497, "step": 16 }, { "epoch": 0.024890190336749635, "grad_norm": 0.9496033191680908, "learning_rate": 0.00019222897549773848, "loss": 0.6888, "step": 17 }, { "epoch": 0.02635431918008785, "grad_norm": 0.9020019173622131, "learning_rate": 0.00019090065350491626, "loss": 0.7641, "step": 18 }, { "epoch": 0.027818448023426062, "grad_norm": 0.8967961668968201, "learning_rate": 0.00018947293298207635, "loss": 0.75, "step": 19 }, { "epoch": 0.029282576866764276, "grad_norm": 0.8483291268348694, "learning_rate": 0.0001879473751206489, "loss": 0.6926, "step": 20 }, { "epoch": 0.03074670571010249, "grad_norm": 0.9041450023651123, "learning_rate": 0.00018632564809575742, "loss": 0.7076, "step": 21 }, { "epoch": 0.032210834553440704, "grad_norm": 0.8793591260910034, "learning_rate": 0.00018460952524209355, "loss": 0.6334, "step": 22 }, { "epoch": 0.03367496339677892, "grad_norm": 0.9118833541870117, "learning_rate": 0.00018280088311480201, "loss": 0.7029, "step": 23 }, { "epoch": 0.03513909224011713, "grad_norm": 0.9427176117897034, "learning_rate": 0.00018090169943749476, "loss": 0.7891, "step": 24 }, { "epoch": 0.036603221083455345, "grad_norm": 0.9533204436302185, "learning_rate": 0.00017891405093963938, "loss": 0.8176, "step": 25 }, { "epoch": 0.036603221083455345, "eval_loss": 0.7120001316070557, "eval_runtime": 77.4992, "eval_samples_per_second": 3.716, "eval_steps_per_second": 1.858, "step": 25 }, { "epoch": 0.03806734992679356, "grad_norm": 0.9075884819030762, "learning_rate": 0.00017684011108568592, "loss": 0.7545, "step": 26 }, { "epoch": 0.03953147877013177, "grad_norm": 0.8508671522140503, "learning_rate": 0.0001746821476984154, "loss": 0.6666, "step": 27 }, { "epoch": 0.040995607613469986, "grad_norm": 0.830573558807373, "learning_rate": 0.00017244252047910892, "loss": 0.696, "step": 28 }, { "epoch": 0.0424597364568082, "grad_norm": 0.816193163394928, "learning_rate": 0.00017012367842724887, "loss": 0.7688, "step": 29 }, { "epoch": 0.043923865300146414, "grad_norm": 0.9093814492225647, "learning_rate": 0.00016772815716257412, "loss": 0.6717, "step": 30 }, { "epoch": 0.04538799414348463, "grad_norm": 0.8094978332519531, "learning_rate": 0.00016525857615241687, "loss": 0.588, "step": 31 }, { "epoch": 0.04685212298682284, "grad_norm": 0.8796850442886353, "learning_rate": 0.0001627176358473537, "loss": 0.7133, "step": 32 }, { "epoch": 0.048316251830161056, "grad_norm": 0.9510671496391296, "learning_rate": 0.00016010811472830252, "loss": 0.6754, "step": 33 }, { "epoch": 0.04978038067349927, "grad_norm": 0.9171980023384094, "learning_rate": 0.00015743286626829437, "loss": 0.665, "step": 34 }, { "epoch": 0.05124450951683748, "grad_norm": 0.9319704174995422, "learning_rate": 0.00015469481581224272, "loss": 0.6215, "step": 35 }, { "epoch": 0.0527086383601757, "grad_norm": 0.9619579911231995, "learning_rate": 0.00015189695737812152, "loss": 0.7145, "step": 36 }, { "epoch": 0.05417276720351391, "grad_norm": 0.8880752921104431, "learning_rate": 0.00014904235038305083, "loss": 0.6216, "step": 37 }, { "epoch": 0.055636896046852125, "grad_norm": 0.9341321587562561, "learning_rate": 0.0001461341162978688, "loss": 0.7046, "step": 38 }, { "epoch": 0.05710102489019034, "grad_norm": 0.8551350235939026, "learning_rate": 0.00014317543523384928, "loss": 0.6551, "step": 39 }, { "epoch": 0.05856515373352855, "grad_norm": 0.9286485314369202, "learning_rate": 0.00014016954246529696, "loss": 0.6471, "step": 40 }, { "epoch": 0.060029282576866766, "grad_norm": 0.8776522278785706, "learning_rate": 0.00013711972489182208, "loss": 0.6324, "step": 41 }, { "epoch": 0.06149341142020498, "grad_norm": 0.859512984752655, "learning_rate": 0.00013402931744416433, "loss": 0.6475, "step": 42 }, { "epoch": 0.0629575402635432, "grad_norm": 0.8624581694602966, "learning_rate": 0.00013090169943749476, "loss": 0.6477, "step": 43 }, { "epoch": 0.06442166910688141, "grad_norm": 0.8696426749229431, "learning_rate": 0.00012774029087618446, "loss": 0.6571, "step": 44 }, { "epoch": 0.06588579795021962, "grad_norm": 0.8606180548667908, "learning_rate": 0.00012454854871407994, "loss": 0.6489, "step": 45 }, { "epoch": 0.06734992679355783, "grad_norm": 0.8928582668304443, "learning_rate": 0.0001213299630743747, "loss": 0.6775, "step": 46 }, { "epoch": 0.06881405563689605, "grad_norm": 0.9211382865905762, "learning_rate": 0.000118088053433211, "loss": 0.5962, "step": 47 }, { "epoch": 0.07027818448023426, "grad_norm": 0.9554921388626099, "learning_rate": 0.0001148263647711842, "loss": 0.6437, "step": 48 }, { "epoch": 0.07174231332357248, "grad_norm": 0.9748461842536926, "learning_rate": 0.00011154846369695863, "loss": 0.6481, "step": 49 }, { "epoch": 0.07320644216691069, "grad_norm": 1.0362958908081055, "learning_rate": 0.00010825793454723325, "loss": 0.6812, "step": 50 }, { "epoch": 0.07320644216691069, "eval_loss": 0.6729180812835693, "eval_runtime": 77.5069, "eval_samples_per_second": 3.716, "eval_steps_per_second": 1.858, "step": 50 }, { "epoch": 0.0746705710102489, "grad_norm": 1.0011053085327148, "learning_rate": 0.00010495837546732224, "loss": 0.6524, "step": 51 }, { "epoch": 0.07613469985358712, "grad_norm": 1.0353124141693115, "learning_rate": 0.00010165339447663587, "loss": 0.7559, "step": 52 }, { "epoch": 0.07759882869692533, "grad_norm": 0.8761913776397705, "learning_rate": 9.834660552336415e-05, "loss": 0.7059, "step": 53 }, { "epoch": 0.07906295754026355, "grad_norm": 0.8307029008865356, "learning_rate": 9.504162453267777e-05, "loss": 0.6997, "step": 54 }, { "epoch": 0.08052708638360176, "grad_norm": 0.7661670446395874, "learning_rate": 9.174206545276677e-05, "loss": 0.7013, "step": 55 }, { "epoch": 0.08199121522693997, "grad_norm": 0.7999428510665894, "learning_rate": 8.845153630304139e-05, "loss": 0.676, "step": 56 }, { "epoch": 0.08345534407027819, "grad_norm": 0.7628665566444397, "learning_rate": 8.517363522881579e-05, "loss": 0.655, "step": 57 }, { "epoch": 0.0849194729136164, "grad_norm": 0.7992427945137024, "learning_rate": 8.191194656678904e-05, "loss": 0.6059, "step": 58 }, { "epoch": 0.08638360175695461, "grad_norm": 0.7833818197250366, "learning_rate": 7.867003692562534e-05, "loss": 0.7034, "step": 59 }, { "epoch": 0.08784773060029283, "grad_norm": 0.7682210206985474, "learning_rate": 7.54514512859201e-05, "loss": 0.6838, "step": 60 }, { "epoch": 0.08931185944363104, "grad_norm": 0.7837997078895569, "learning_rate": 7.225970912381556e-05, "loss": 0.7132, "step": 61 }, { "epoch": 0.09077598828696926, "grad_norm": 0.7890181541442871, "learning_rate": 6.909830056250527e-05, "loss": 0.7043, "step": 62 }, { "epoch": 0.09224011713030747, "grad_norm": 0.7309653759002686, "learning_rate": 6.59706825558357e-05, "loss": 0.6575, "step": 63 }, { "epoch": 0.09370424597364568, "grad_norm": 0.73288893699646, "learning_rate": 6.28802751081779e-05, "loss": 0.6336, "step": 64 }, { "epoch": 0.0951683748169839, "grad_norm": 0.768713116645813, "learning_rate": 5.983045753470308e-05, "loss": 0.656, "step": 65 }, { "epoch": 0.09663250366032211, "grad_norm": 0.7750256061553955, "learning_rate": 5.6824564766150726e-05, "loss": 0.5982, "step": 66 }, { "epoch": 0.09809663250366032, "grad_norm": 0.82322096824646, "learning_rate": 5.386588370213124e-05, "loss": 0.6943, "step": 67 }, { "epoch": 0.09956076134699854, "grad_norm": 0.7596611380577087, "learning_rate": 5.095764961694922e-05, "loss": 0.6716, "step": 68 }, { "epoch": 0.10102489019033675, "grad_norm": 0.7736366391181946, "learning_rate": 4.810304262187852e-05, "loss": 0.5755, "step": 69 }, { "epoch": 0.10248901903367497, "grad_norm": 0.7916914820671082, "learning_rate": 4.530518418775733e-05, "loss": 0.6694, "step": 70 }, { "epoch": 0.10395314787701318, "grad_norm": 0.8091153502464294, "learning_rate": 4.256713373170564e-05, "loss": 0.6588, "step": 71 }, { "epoch": 0.1054172767203514, "grad_norm": 0.801612138748169, "learning_rate": 3.9891885271697496e-05, "loss": 0.6123, "step": 72 }, { "epoch": 0.10688140556368961, "grad_norm": 0.7758727073669434, "learning_rate": 3.7282364152646297e-05, "loss": 0.594, "step": 73 }, { "epoch": 0.10834553440702782, "grad_norm": 0.7896532416343689, "learning_rate": 3.4741423847583134e-05, "loss": 0.6035, "step": 74 }, { "epoch": 0.10980966325036604, "grad_norm": 0.7845363020896912, "learning_rate": 3.227184283742591e-05, "loss": 0.6064, "step": 75 }, { "epoch": 0.10980966325036604, "eval_loss": 0.6299811005592346, "eval_runtime": 77.5045, "eval_samples_per_second": 3.716, "eval_steps_per_second": 1.858, "step": 75 }, { "epoch": 0.11127379209370425, "grad_norm": 0.800595760345459, "learning_rate": 2.9876321572751144e-05, "loss": 0.6418, "step": 76 }, { "epoch": 0.11273792093704246, "grad_norm": 0.8185175657272339, "learning_rate": 2.7557479520891104e-05, "loss": 0.6344, "step": 77 }, { "epoch": 0.11420204978038068, "grad_norm": 0.8200536966323853, "learning_rate": 2.5317852301584643e-05, "loss": 0.6307, "step": 78 }, { "epoch": 0.11566617862371889, "grad_norm": 0.8251193165779114, "learning_rate": 2.315988891431412e-05, "loss": 0.6243, "step": 79 }, { "epoch": 0.1171303074670571, "grad_norm": 0.7931867241859436, "learning_rate": 2.1085949060360654e-05, "loss": 0.5778, "step": 80 }, { "epoch": 0.11859443631039532, "grad_norm": 0.8764688372612, "learning_rate": 1.9098300562505266e-05, "loss": 0.6503, "step": 81 }, { "epoch": 0.12005856515373353, "grad_norm": 0.8642603158950806, "learning_rate": 1.7199116885197995e-05, "loss": 0.6904, "step": 82 }, { "epoch": 0.12152269399707175, "grad_norm": 0.7701883316040039, "learning_rate": 1.5390474757906446e-05, "loss": 0.5929, "step": 83 }, { "epoch": 0.12298682284040996, "grad_norm": 0.813798725605011, "learning_rate": 1.3674351904242611e-05, "loss": 0.6174, "step": 84 }, { "epoch": 0.12445095168374817, "grad_norm": 0.8495608568191528, "learning_rate": 1.2052624879351104e-05, "loss": 0.6403, "step": 85 }, { "epoch": 0.1259150805270864, "grad_norm": 0.850382924079895, "learning_rate": 1.0527067017923654e-05, "loss": 0.5469, "step": 86 }, { "epoch": 0.1273792093704246, "grad_norm": 0.8462463617324829, "learning_rate": 9.09934649508375e-06, "loss": 0.6733, "step": 87 }, { "epoch": 0.12884333821376281, "grad_norm": 0.8402328491210938, "learning_rate": 7.771024502261526e-06, "loss": 0.5709, "step": 88 }, { "epoch": 0.13030746705710103, "grad_norm": 0.9025482535362244, "learning_rate": 6.543553540053926e-06, "loss": 0.6922, "step": 89 }, { "epoch": 0.13177159590043924, "grad_norm": 0.7909383177757263, "learning_rate": 5.418275829936537e-06, "loss": 0.5907, "step": 90 }, { "epoch": 0.13323572474377746, "grad_norm": 0.7756696343421936, "learning_rate": 4.3964218465642355e-06, "loss": 0.5443, "step": 91 }, { "epoch": 0.13469985358711567, "grad_norm": 0.837628185749054, "learning_rate": 3.4791089722651436e-06, "loss": 0.6027, "step": 92 }, { "epoch": 0.13616398243045388, "grad_norm": 0.8768534660339355, "learning_rate": 2.667340275199426e-06, "loss": 0.6742, "step": 93 }, { "epoch": 0.1376281112737921, "grad_norm": 0.7963073253631592, "learning_rate": 1.9620034125190644e-06, "loss": 0.5903, "step": 94 }, { "epoch": 0.1390922401171303, "grad_norm": 0.8839337229728699, "learning_rate": 1.3638696597277679e-06, "loss": 0.6328, "step": 95 }, { "epoch": 0.14055636896046853, "grad_norm": 0.9011049270629883, "learning_rate": 8.735930673024806e-07, "loss": 0.6805, "step": 96 }, { "epoch": 0.14202049780380674, "grad_norm": 0.8585094213485718, "learning_rate": 4.917097454988584e-07, "loss": 0.5341, "step": 97 }, { "epoch": 0.14348462664714495, "grad_norm": 0.8849230408668518, "learning_rate": 2.1863727812254653e-07, "loss": 0.6161, "step": 98 }, { "epoch": 0.14494875549048317, "grad_norm": 0.9133574366569519, "learning_rate": 5.467426590739511e-08, "loss": 0.6795, "step": 99 }, { "epoch": 0.14641288433382138, "grad_norm": 0.9264809489250183, "learning_rate": 0.0, "loss": 0.6004, "step": 100 }, { "epoch": 0.14641288433382138, "eval_loss": 0.6224383115768433, "eval_runtime": 77.4968, "eval_samples_per_second": 3.716, "eval_steps_per_second": 1.858, "step": 100 } ], "logging_steps": 1, "max_steps": 100, "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": 4.02119316209664e+16, "train_batch_size": 2, "trial_name": null, "trial_params": null }