{ "best_metric": 0.12861138582229614, "best_model_checkpoint": "miner_id_24/checkpoint-100", "epoch": 1.7204301075268817, "eval_steps": 25, "global_step": 100, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.017204301075268817, "grad_norm": 4.458132266998291, "learning_rate": 2e-05, "loss": 0.4272, "step": 1 }, { "epoch": 0.017204301075268817, "eval_loss": 1.4783204793930054, "eval_runtime": 5.145, "eval_samples_per_second": 76.19, "eval_steps_per_second": 9.524, "step": 1 }, { "epoch": 0.034408602150537634, "grad_norm": 6.990025997161865, "learning_rate": 4e-05, "loss": 0.6626, "step": 2 }, { "epoch": 0.05161290322580645, "grad_norm": 7.760075092315674, "learning_rate": 6e-05, "loss": 0.6972, "step": 3 }, { "epoch": 0.06881720430107527, "grad_norm": 4.424337387084961, "learning_rate": 8e-05, "loss": 0.4081, "step": 4 }, { "epoch": 0.08602150537634409, "grad_norm": 3.306837797164917, "learning_rate": 0.0001, "loss": 0.3062, "step": 5 }, { "epoch": 0.1032258064516129, "grad_norm": 1.8788976669311523, "learning_rate": 9.997266286704631e-05, "loss": 0.2261, "step": 6 }, { "epoch": 0.12043010752688173, "grad_norm": 1.6426763534545898, "learning_rate": 9.989068136093873e-05, "loss": 0.2242, "step": 7 }, { "epoch": 0.13763440860215054, "grad_norm": 0.9566802978515625, "learning_rate": 9.975414512725057e-05, "loss": 0.155, "step": 8 }, { "epoch": 0.15483870967741936, "grad_norm": 0.9555782675743103, "learning_rate": 9.956320346634876e-05, "loss": 0.1778, "step": 9 }, { "epoch": 0.17204301075268819, "grad_norm": 0.8017747402191162, "learning_rate": 9.931806517013612e-05, "loss": 0.1825, "step": 10 }, { "epoch": 0.18924731182795698, "grad_norm": 0.958012044429779, "learning_rate": 9.901899829374047e-05, "loss": 0.2193, "step": 11 }, { "epoch": 0.2064516129032258, "grad_norm": 0.8382191061973572, "learning_rate": 9.86663298624003e-05, "loss": 0.2093, "step": 12 }, { "epoch": 0.22365591397849463, "grad_norm": 0.3560003638267517, "learning_rate": 9.826044551386744e-05, "loss": 0.0776, "step": 13 }, { "epoch": 0.24086021505376345, "grad_norm": 0.4326319396495819, "learning_rate": 9.780178907671789e-05, "loss": 0.0718, "step": 14 }, { "epoch": 0.25806451612903225, "grad_norm": 0.37284064292907715, "learning_rate": 9.729086208503174e-05, "loss": 0.0865, "step": 15 }, { "epoch": 0.2752688172043011, "grad_norm": 0.5674258470535278, "learning_rate": 9.672822322997305e-05, "loss": 0.1066, "step": 16 }, { "epoch": 0.2924731182795699, "grad_norm": 0.4691183269023895, "learning_rate": 9.611448774886924e-05, "loss": 0.0984, "step": 17 }, { "epoch": 0.3096774193548387, "grad_norm": 0.4190113842487335, "learning_rate": 9.545032675245813e-05, "loss": 0.1101, "step": 18 }, { "epoch": 0.32688172043010755, "grad_norm": 0.4916987419128418, "learning_rate": 9.473646649103818e-05, "loss": 0.1126, "step": 19 }, { "epoch": 0.34408602150537637, "grad_norm": 0.5751784443855286, "learning_rate": 9.397368756032445e-05, "loss": 0.1253, "step": 20 }, { "epoch": 0.36129032258064514, "grad_norm": 0.5716490149497986, "learning_rate": 9.316282404787871e-05, "loss": 0.1295, "step": 21 }, { "epoch": 0.37849462365591396, "grad_norm": 0.5874112248420715, "learning_rate": 9.230476262104677e-05, "loss": 0.1434, "step": 22 }, { "epoch": 0.3956989247311828, "grad_norm": 0.5886926054954529, "learning_rate": 9.140044155740101e-05, "loss": 0.1337, "step": 23 }, { "epoch": 0.4129032258064516, "grad_norm": 0.7976363301277161, "learning_rate": 9.045084971874738e-05, "loss": 0.1757, "step": 24 }, { "epoch": 0.43010752688172044, "grad_norm": 0.8777889609336853, "learning_rate": 8.945702546981969e-05, "loss": 0.2267, "step": 25 }, { "epoch": 0.43010752688172044, "eval_loss": 0.1384161114692688, "eval_runtime": 5.1574, "eval_samples_per_second": 76.007, "eval_steps_per_second": 9.501, "step": 25 }, { "epoch": 0.44731182795698926, "grad_norm": 0.1694585084915161, "learning_rate": 8.842005554284296e-05, "loss": 0.045, "step": 26 }, { "epoch": 0.4645161290322581, "grad_norm": 0.2662329375743866, "learning_rate": 8.73410738492077e-05, "loss": 0.0663, "step": 27 }, { "epoch": 0.4817204301075269, "grad_norm": 0.376115083694458, "learning_rate": 8.622126023955446e-05, "loss": 0.0903, "step": 28 }, { "epoch": 0.4989247311827957, "grad_norm": 0.3713178336620331, "learning_rate": 8.506183921362443e-05, "loss": 0.0913, "step": 29 }, { "epoch": 0.5161290322580645, "grad_norm": 0.35013172030448914, "learning_rate": 8.386407858128706e-05, "loss": 0.0937, "step": 30 }, { "epoch": 0.5333333333333333, "grad_norm": 0.43744900822639465, "learning_rate": 8.262928807620843e-05, "loss": 0.104, "step": 31 }, { "epoch": 0.5505376344086022, "grad_norm": 0.4328308403491974, "learning_rate": 8.135881792367686e-05, "loss": 0.1082, "step": 32 }, { "epoch": 0.567741935483871, "grad_norm": 0.4831233322620392, "learning_rate": 8.005405736415126e-05, "loss": 0.1199, "step": 33 }, { "epoch": 0.5849462365591398, "grad_norm": 0.5026971101760864, "learning_rate": 7.871643313414718e-05, "loss": 0.1211, "step": 34 }, { "epoch": 0.6021505376344086, "grad_norm": 0.5438146591186523, "learning_rate": 7.734740790612136e-05, "loss": 0.1419, "step": 35 }, { "epoch": 0.6193548387096774, "grad_norm": 0.5357680320739746, "learning_rate": 7.594847868906076e-05, "loss": 0.1607, "step": 36 }, { "epoch": 0.6365591397849463, "grad_norm": 0.756168007850647, "learning_rate": 7.452117519152542e-05, "loss": 0.1972, "step": 37 }, { "epoch": 0.6537634408602151, "grad_norm": 0.2554115355014801, "learning_rate": 7.30670581489344e-05, "loss": 0.0644, "step": 38 }, { "epoch": 0.6709677419354839, "grad_norm": 0.20917977392673492, "learning_rate": 7.158771761692464e-05, "loss": 0.0535, "step": 39 }, { "epoch": 0.6881720430107527, "grad_norm": 0.23978161811828613, "learning_rate": 7.008477123264848e-05, "loss": 0.0679, "step": 40 }, { "epoch": 0.7053763440860215, "grad_norm": 0.27051109075546265, "learning_rate": 6.855986244591104e-05, "loss": 0.0797, "step": 41 }, { "epoch": 0.7225806451612903, "grad_norm": 0.2598600387573242, "learning_rate": 6.701465872208216e-05, "loss": 0.0822, "step": 42 }, { "epoch": 0.7397849462365591, "grad_norm": 0.35222598910331726, "learning_rate": 6.545084971874738e-05, "loss": 0.0945, "step": 43 }, { "epoch": 0.7569892473118279, "grad_norm": 0.38500919938087463, "learning_rate": 6.387014543809223e-05, "loss": 0.1059, "step": 44 }, { "epoch": 0.7741935483870968, "grad_norm": 0.3825439512729645, "learning_rate": 6.227427435703997e-05, "loss": 0.1103, "step": 45 }, { "epoch": 0.7913978494623656, "grad_norm": 0.42811131477355957, "learning_rate": 6.066498153718735e-05, "loss": 0.1171, "step": 46 }, { "epoch": 0.8086021505376344, "grad_norm": 0.5827885270118713, "learning_rate": 5.90440267166055e-05, "loss": 0.1313, "step": 47 }, { "epoch": 0.8258064516129032, "grad_norm": 0.4837743937969208, "learning_rate": 5.74131823855921e-05, "loss": 0.1533, "step": 48 }, { "epoch": 0.843010752688172, "grad_norm": 0.6008716225624084, "learning_rate": 5.577423184847932e-05, "loss": 0.1616, "step": 49 }, { "epoch": 0.8602150537634409, "grad_norm": 0.940000057220459, "learning_rate": 5.4128967273616625e-05, "loss": 0.2398, "step": 50 }, { "epoch": 0.8602150537634409, "eval_loss": 0.13495324552059174, "eval_runtime": 5.1573, "eval_samples_per_second": 76.008, "eval_steps_per_second": 9.501, "step": 50 }, { "epoch": 0.8774193548387097, "grad_norm": 0.17139974236488342, "learning_rate": 5.247918773366112e-05, "loss": 0.0471, "step": 51 }, { "epoch": 0.8946236559139785, "grad_norm": 0.22964441776275635, "learning_rate": 5.0826697238317935e-05, "loss": 0.0711, "step": 52 }, { "epoch": 0.9118279569892473, "grad_norm": 0.2772515118122101, "learning_rate": 4.917330276168208e-05, "loss": 0.0881, "step": 53 }, { "epoch": 0.9290322580645162, "grad_norm": 0.3522781431674957, "learning_rate": 4.7520812266338885e-05, "loss": 0.0997, "step": 54 }, { "epoch": 0.946236559139785, "grad_norm": 0.39684680104255676, "learning_rate": 4.5871032726383386e-05, "loss": 0.1097, "step": 55 }, { "epoch": 0.9634408602150538, "grad_norm": 0.4268311560153961, "learning_rate": 4.4225768151520694e-05, "loss": 0.1237, "step": 56 }, { "epoch": 0.9806451612903225, "grad_norm": 0.4827687740325928, "learning_rate": 4.2586817614407895e-05, "loss": 0.1565, "step": 57 }, { "epoch": 0.9978494623655914, "grad_norm": 0.6742030382156372, "learning_rate": 4.095597328339452e-05, "loss": 0.1891, "step": 58 }, { "epoch": 1.0150537634408603, "grad_norm": 1.1234270334243774, "learning_rate": 3.933501846281267e-05, "loss": 0.1136, "step": 59 }, { "epoch": 1.032258064516129, "grad_norm": 0.18411989510059357, "learning_rate": 3.772572564296005e-05, "loss": 0.0529, "step": 60 }, { "epoch": 1.049462365591398, "grad_norm": 0.2407916635274887, "learning_rate": 3.612985456190778e-05, "loss": 0.0628, "step": 61 }, { "epoch": 1.0666666666666667, "grad_norm": 0.22990457713603973, "learning_rate": 3.4549150281252636e-05, "loss": 0.0707, "step": 62 }, { "epoch": 1.0838709677419356, "grad_norm": 0.2655136287212372, "learning_rate": 3.298534127791785e-05, "loss": 0.073, "step": 63 }, { "epoch": 1.1010752688172043, "grad_norm": 0.27105939388275146, "learning_rate": 3.144013755408895e-05, "loss": 0.0723, "step": 64 }, { "epoch": 1.118279569892473, "grad_norm": 0.3270939290523529, "learning_rate": 2.991522876735154e-05, "loss": 0.0787, "step": 65 }, { "epoch": 1.135483870967742, "grad_norm": 0.3238106369972229, "learning_rate": 2.8412282383075363e-05, "loss": 0.0795, "step": 66 }, { "epoch": 1.1526881720430107, "grad_norm": 0.3283810317516327, "learning_rate": 2.693294185106562e-05, "loss": 0.089, "step": 67 }, { "epoch": 1.1698924731182796, "grad_norm": 0.4149152636528015, "learning_rate": 2.547882480847461e-05, "loss": 0.1118, "step": 68 }, { "epoch": 1.1870967741935483, "grad_norm": 0.39082080125808716, "learning_rate": 2.405152131093926e-05, "loss": 0.1163, "step": 69 }, { "epoch": 1.2043010752688172, "grad_norm": 0.45351719856262207, "learning_rate": 2.2652592093878666e-05, "loss": 0.1187, "step": 70 }, { "epoch": 1.221505376344086, "grad_norm": 0.24564394354820251, "learning_rate": 2.128356686585282e-05, "loss": 0.0572, "step": 71 }, { "epoch": 1.238709677419355, "grad_norm": 0.1709287464618683, "learning_rate": 1.9945942635848748e-05, "loss": 0.0471, "step": 72 }, { "epoch": 1.2559139784946236, "grad_norm": 0.21685582399368286, "learning_rate": 1.8641182076323148e-05, "loss": 0.0593, "step": 73 }, { "epoch": 1.2731182795698925, "grad_norm": 0.2916705310344696, "learning_rate": 1.7370711923791567e-05, "loss": 0.0674, "step": 74 }, { "epoch": 1.2903225806451613, "grad_norm": 0.2436515837907791, "learning_rate": 1.6135921418712956e-05, "loss": 0.0669, "step": 75 }, { "epoch": 1.2903225806451613, "eval_loss": 0.12913550436496735, "eval_runtime": 5.1492, "eval_samples_per_second": 76.128, "eval_steps_per_second": 9.516, "step": 75 }, { "epoch": 1.3075268817204302, "grad_norm": 0.28724661469459534, "learning_rate": 1.4938160786375572e-05, "loss": 0.0693, "step": 76 }, { "epoch": 1.324731182795699, "grad_norm": 0.30966466665267944, "learning_rate": 1.3778739760445552e-05, "loss": 0.0818, "step": 77 }, { "epoch": 1.3419354838709676, "grad_norm": 0.30045086145401, "learning_rate": 1.2658926150792322e-05, "loss": 0.0787, "step": 78 }, { "epoch": 1.3591397849462366, "grad_norm": 0.32244807481765747, "learning_rate": 1.157994445715706e-05, "loss": 0.0848, "step": 79 }, { "epoch": 1.3763440860215055, "grad_norm": 0.314584881067276, "learning_rate": 1.0542974530180327e-05, "loss": 0.0883, "step": 80 }, { "epoch": 1.3935483870967742, "grad_norm": 0.34502357244491577, "learning_rate": 9.549150281252633e-06, "loss": 0.0882, "step": 81 }, { "epoch": 1.410752688172043, "grad_norm": 0.43789923191070557, "learning_rate": 8.599558442598998e-06, "loss": 0.1093, "step": 82 }, { "epoch": 1.4279569892473118, "grad_norm": 0.5525321364402771, "learning_rate": 7.695237378953223e-06, "loss": 0.1309, "step": 83 }, { "epoch": 1.4451612903225808, "grad_norm": 0.28792673349380493, "learning_rate": 6.837175952121306e-06, "loss": 0.0488, "step": 84 }, { "epoch": 1.4623655913978495, "grad_norm": 0.20269066095352173, "learning_rate": 6.026312439675552e-06, "loss": 0.0516, "step": 85 }, { "epoch": 1.4795698924731182, "grad_norm": 0.2444780319929123, "learning_rate": 5.263533508961827e-06, "loss": 0.0632, "step": 86 }, { "epoch": 1.4967741935483871, "grad_norm": 0.27078327536582947, "learning_rate": 4.549673247541875e-06, "loss": 0.0694, "step": 87 }, { "epoch": 1.513978494623656, "grad_norm": 0.2688973844051361, "learning_rate": 3.885512251130763e-06, "loss": 0.0732, "step": 88 }, { "epoch": 1.5311827956989248, "grad_norm": 0.29662248492240906, "learning_rate": 3.271776770026963e-06, "loss": 0.0768, "step": 89 }, { "epoch": 1.5483870967741935, "grad_norm": 0.34857553243637085, "learning_rate": 2.7091379149682685e-06, "loss": 0.0868, "step": 90 }, { "epoch": 1.5655913978494622, "grad_norm": 0.3253614008426666, "learning_rate": 2.1982109232821178e-06, "loss": 0.0789, "step": 91 }, { "epoch": 1.5827956989247312, "grad_norm": 0.3459737002849579, "learning_rate": 1.7395544861325718e-06, "loss": 0.085, "step": 92 }, { "epoch": 1.6, "grad_norm": 0.3518889248371124, "learning_rate": 1.333670137599713e-06, "loss": 0.095, "step": 93 }, { "epoch": 1.6172043010752688, "grad_norm": 0.44837722182273865, "learning_rate": 9.810017062595322e-07, "loss": 0.1058, "step": 94 }, { "epoch": 1.6344086021505375, "grad_norm": 0.4785314202308655, "learning_rate": 6.819348298638839e-07, "loss": 0.113, "step": 95 }, { "epoch": 1.6516129032258065, "grad_norm": 0.21725249290466309, "learning_rate": 4.367965336512403e-07, "loss": 0.0481, "step": 96 }, { "epoch": 1.6688172043010754, "grad_norm": 0.16432440280914307, "learning_rate": 2.458548727494292e-07, "loss": 0.0433, "step": 97 }, { "epoch": 1.686021505376344, "grad_norm": 0.21126870810985565, "learning_rate": 1.0931863906127327e-07, "loss": 0.0511, "step": 98 }, { "epoch": 1.7032258064516128, "grad_norm": 0.2568517327308655, "learning_rate": 2.7337132953697554e-08, "loss": 0.069, "step": 99 }, { "epoch": 1.7204301075268817, "grad_norm": 0.3253111243247986, "learning_rate": 0.0, "loss": 0.0793, "step": 100 }, { "epoch": 1.7204301075268817, "eval_loss": 0.12861138582229614, "eval_runtime": 5.1532, "eval_samples_per_second": 76.069, "eval_steps_per_second": 9.509, "step": 100 } ], "logging_steps": 1, "max_steps": 100, "num_input_tokens_seen": 0, "num_train_epochs": 2, "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": 3.178927560327168e+17, "train_batch_size": 2, "trial_name": null, "trial_params": null }