{ "best_metric": 1.6244957447052002, "best_model_checkpoint": "miner_id_24/checkpoint-100", "epoch": 1.2222645825390774, "eval_steps": 25, "global_step": 100, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.012199771254288982, "grad_norm": 1.166663646697998, "learning_rate": 2e-05, "loss": 4.5306, "step": 1 }, { "epoch": 0.012199771254288982, "eval_loss": 6.460769176483154, "eval_runtime": 1.4227, "eval_samples_per_second": 35.143, "eval_steps_per_second": 9.137, "step": 1 }, { "epoch": 0.024399542508577964, "grad_norm": 1.2659770250320435, "learning_rate": 4e-05, "loss": 4.8882, "step": 2 }, { "epoch": 0.036599313762866945, "grad_norm": 1.2624318599700928, "learning_rate": 6e-05, "loss": 5.0064, "step": 3 }, { "epoch": 0.04879908501715593, "grad_norm": 1.5363656282424927, "learning_rate": 8e-05, "loss": 5.3547, "step": 4 }, { "epoch": 0.06099885627144491, "grad_norm": 1.9164278507232666, "learning_rate": 0.0001, "loss": 5.0749, "step": 5 }, { "epoch": 0.07319862752573389, "grad_norm": 2.4485414028167725, "learning_rate": 9.997539658034168e-05, "loss": 5.2012, "step": 6 }, { "epoch": 0.08539839878002288, "grad_norm": 2.5348973274230957, "learning_rate": 9.990161322484486e-05, "loss": 4.5183, "step": 7 }, { "epoch": 0.09759817003431186, "grad_norm": 1.8544416427612305, "learning_rate": 9.977873061452552e-05, "loss": 4.0716, "step": 8 }, { "epoch": 0.10979794128860083, "grad_norm": 1.933067798614502, "learning_rate": 9.96068831197139e-05, "loss": 3.8384, "step": 9 }, { "epoch": 0.12199771254288982, "grad_norm": 2.36763072013855, "learning_rate": 9.938625865312251e-05, "loss": 3.4286, "step": 10 }, { "epoch": 0.1341974837971788, "grad_norm": 2.299260139465332, "learning_rate": 9.911709846436641e-05, "loss": 3.4454, "step": 11 }, { "epoch": 0.14639725505146778, "grad_norm": 3.964050531387329, "learning_rate": 9.879969687616027e-05, "loss": 3.7988, "step": 12 }, { "epoch": 0.15859702630575676, "grad_norm": 24.955421447753906, "learning_rate": 9.84344009624807e-05, "loss": 4.0564, "step": 13 }, { "epoch": 0.17079679756004576, "grad_norm": 4.6906256675720215, "learning_rate": 9.80216101690461e-05, "loss": 3.9187, "step": 14 }, { "epoch": 0.18299656881433474, "grad_norm": 4.218716144561768, "learning_rate": 9.756177587652856e-05, "loss": 3.6779, "step": 15 }, { "epoch": 0.1951963400686237, "grad_norm": 2.8284833431243896, "learning_rate": 9.705540090697575e-05, "loss": 3.3503, "step": 16 }, { "epoch": 0.2073961113229127, "grad_norm": 1.921479344367981, "learning_rate": 9.650303897398232e-05, "loss": 3.0593, "step": 17 }, { "epoch": 0.21959588257720167, "grad_norm": 1.7184988260269165, "learning_rate": 9.590529407721231e-05, "loss": 2.761, "step": 18 }, { "epoch": 0.23179565383149067, "grad_norm": 1.6135209798812866, "learning_rate": 9.526281984193436e-05, "loss": 2.6214, "step": 19 }, { "epoch": 0.24399542508577965, "grad_norm": 1.5472686290740967, "learning_rate": 9.4576318804292e-05, "loss": 2.594, "step": 20 }, { "epoch": 0.2561951963400686, "grad_norm": 1.5360417366027832, "learning_rate": 9.384654164309083e-05, "loss": 2.4474, "step": 21 }, { "epoch": 0.2683949675943576, "grad_norm": 1.5541893243789673, "learning_rate": 9.30742863589421e-05, "loss": 2.4182, "step": 22 }, { "epoch": 0.2805947388486466, "grad_norm": 1.6636126041412354, "learning_rate": 9.226039740166091e-05, "loss": 2.4277, "step": 23 }, { "epoch": 0.29279451010293556, "grad_norm": 1.7966293096542358, "learning_rate": 9.140576474687264e-05, "loss": 2.0648, "step": 24 }, { "epoch": 0.30499428135722456, "grad_norm": 4.8820672035217285, "learning_rate": 9.051132292283771e-05, "loss": 3.1713, "step": 25 }, { "epoch": 0.30499428135722456, "eval_loss": 2.542313575744629, "eval_runtime": 1.4246, "eval_samples_per_second": 35.097, "eval_steps_per_second": 9.125, "step": 25 }, { "epoch": 0.3171940526115135, "grad_norm": 1.8686131238937378, "learning_rate": 8.957804998855866e-05, "loss": 2.8531, "step": 26 }, { "epoch": 0.3293938238658025, "grad_norm": 1.7385876178741455, "learning_rate": 8.860696646428693e-05, "loss": 2.5454, "step": 27 }, { "epoch": 0.3415935951200915, "grad_norm": 1.7900599241256714, "learning_rate": 8.759913421559902e-05, "loss": 2.5226, "step": 28 }, { "epoch": 0.35379336637438047, "grad_norm": 1.4970581531524658, "learning_rate": 8.655565529226198e-05, "loss": 2.4534, "step": 29 }, { "epoch": 0.3659931376286695, "grad_norm": 1.2886368036270142, "learning_rate": 8.547767072315835e-05, "loss": 2.5245, "step": 30 }, { "epoch": 0.3781929088829584, "grad_norm": 1.2083213329315186, "learning_rate": 8.436635926858759e-05, "loss": 2.2635, "step": 31 }, { "epoch": 0.3903926801372474, "grad_norm": 1.313252568244934, "learning_rate": 8.322293613130917e-05, "loss": 2.3535, "step": 32 }, { "epoch": 0.40259245139153643, "grad_norm": 1.2841317653656006, "learning_rate": 8.204865162773613e-05, "loss": 2.0969, "step": 33 }, { "epoch": 0.4147922226458254, "grad_norm": 1.1799100637435913, "learning_rate": 8.084478982073247e-05, "loss": 1.8932, "step": 34 }, { "epoch": 0.4269919939001144, "grad_norm": 1.2775781154632568, "learning_rate": 7.961266711550922e-05, "loss": 1.7545, "step": 35 }, { "epoch": 0.43919176515440334, "grad_norm": 1.2880523204803467, "learning_rate": 7.835363082015468e-05, "loss": 1.8372, "step": 36 }, { "epoch": 0.45139153640869234, "grad_norm": 1.8644667863845825, "learning_rate": 7.706905767237288e-05, "loss": 1.519, "step": 37 }, { "epoch": 0.46359130766298134, "grad_norm": 1.275475263595581, "learning_rate": 7.576035233404096e-05, "loss": 2.5758, "step": 38 }, { "epoch": 0.4757910789172703, "grad_norm": 1.141963005065918, "learning_rate": 7.442894585523218e-05, "loss": 2.2862, "step": 39 }, { "epoch": 0.4879908501715593, "grad_norm": 2.4439399242401123, "learning_rate": 7.307629410938363e-05, "loss": 2.2467, "step": 40 }, { "epoch": 0.5001906214258482, "grad_norm": 1.0179998874664307, "learning_rate": 7.170387620131993e-05, "loss": 2.1335, "step": 41 }, { "epoch": 0.5123903926801372, "grad_norm": 1.028515338897705, "learning_rate": 7.031319284987394e-05, "loss": 2.1921, "step": 42 }, { "epoch": 0.5245901639344263, "grad_norm": 1.0229268074035645, "learning_rate": 6.890576474687263e-05, "loss": 1.9296, "step": 43 }, { "epoch": 0.5367899351887152, "grad_norm": 1.2306512594223022, "learning_rate": 6.7483130894283e-05, "loss": 2.0865, "step": 44 }, { "epoch": 0.5489897064430042, "grad_norm": 1.0769721269607544, "learning_rate": 6.604684692133597e-05, "loss": 1.8478, "step": 45 }, { "epoch": 0.5611894776972932, "grad_norm": 1.1530402898788452, "learning_rate": 6.459848338346861e-05, "loss": 1.9323, "step": 46 }, { "epoch": 0.5733892489515822, "grad_norm": 1.2950838804244995, "learning_rate": 6.313962404494496e-05, "loss": 1.712, "step": 47 }, { "epoch": 0.5855890202058711, "grad_norm": 1.328357219696045, "learning_rate": 6.167186414703289e-05, "loss": 1.6647, "step": 48 }, { "epoch": 0.5977887914601602, "grad_norm": 1.59043550491333, "learning_rate": 6.019680866363139e-05, "loss": 1.2337, "step": 49 }, { "epoch": 0.6099885627144491, "grad_norm": 4.231207847595215, "learning_rate": 5.8716070546254966e-05, "loss": 1.9481, "step": 50 }, { "epoch": 0.6099885627144491, "eval_loss": 1.9504194259643555, "eval_runtime": 1.4224, "eval_samples_per_second": 35.151, "eval_steps_per_second": 9.139, "step": 50 }, { "epoch": 0.6221883339687381, "grad_norm": 0.9663915634155273, "learning_rate": 5.7231268960295e-05, "loss": 2.1974, "step": 51 }, { "epoch": 0.634388105223027, "grad_norm": 0.9641888737678528, "learning_rate": 5.574402751448614e-05, "loss": 2.1838, "step": 52 }, { "epoch": 0.6465878764773161, "grad_norm": 0.9429617524147034, "learning_rate": 5.425597248551387e-05, "loss": 2.0881, "step": 53 }, { "epoch": 0.658787647731605, "grad_norm": 1.0586568117141724, "learning_rate": 5.2768731039705e-05, "loss": 2.0872, "step": 54 }, { "epoch": 0.670987418985894, "grad_norm": 1.1340885162353516, "learning_rate": 5.128392945374505e-05, "loss": 1.8281, "step": 55 }, { "epoch": 0.683187190240183, "grad_norm": 1.0865514278411865, "learning_rate": 4.980319133636863e-05, "loss": 1.7659, "step": 56 }, { "epoch": 0.695386961494472, "grad_norm": 1.1755565404891968, "learning_rate": 4.83281358529671e-05, "loss": 1.8385, "step": 57 }, { "epoch": 0.7075867327487609, "grad_norm": 1.297876238822937, "learning_rate": 4.686037595505507e-05, "loss": 1.9225, "step": 58 }, { "epoch": 0.7197865040030499, "grad_norm": 1.1662304401397705, "learning_rate": 4.54015166165314e-05, "loss": 1.6643, "step": 59 }, { "epoch": 0.731986275257339, "grad_norm": 1.3199200630187988, "learning_rate": 4.395315307866405e-05, "loss": 1.5546, "step": 60 }, { "epoch": 0.7441860465116279, "grad_norm": 1.5923489332199097, "learning_rate": 4.2516869105717004e-05, "loss": 1.3895, "step": 61 }, { "epoch": 0.7563858177659168, "grad_norm": 2.492323398590088, "learning_rate": 4.109423525312738e-05, "loss": 1.2338, "step": 62 }, { "epoch": 0.7685855890202059, "grad_norm": 1.8413420915603638, "learning_rate": 3.968680715012606e-05, "loss": 2.0796, "step": 63 }, { "epoch": 0.7807853602744949, "grad_norm": 0.9823299050331116, "learning_rate": 3.829612379868006e-05, "loss": 1.9643, "step": 64 }, { "epoch": 0.7929851315287838, "grad_norm": 1.094659686088562, "learning_rate": 3.692370589061639e-05, "loss": 1.9729, "step": 65 }, { "epoch": 0.8051849027830729, "grad_norm": 1.1028552055358887, "learning_rate": 3.557105414476782e-05, "loss": 1.9267, "step": 66 }, { "epoch": 0.8173846740373618, "grad_norm": 1.0977410078048706, "learning_rate": 3.423964766595906e-05, "loss": 1.7912, "step": 67 }, { "epoch": 0.8295844452916508, "grad_norm": 1.102168083190918, "learning_rate": 3.293094232762715e-05, "loss": 1.7725, "step": 68 }, { "epoch": 0.8417842165459397, "grad_norm": 1.1367805004119873, "learning_rate": 3.164636917984534e-05, "loss": 1.8996, "step": 69 }, { "epoch": 0.8539839878002288, "grad_norm": 1.1765918731689453, "learning_rate": 3.0387332884490805e-05, "loss": 1.6463, "step": 70 }, { "epoch": 0.8661837590545177, "grad_norm": 1.2325594425201416, "learning_rate": 2.9155210179267546e-05, "loss": 1.572, "step": 71 }, { "epoch": 0.8783835303088067, "grad_norm": 1.403302550315857, "learning_rate": 2.7951348372263875e-05, "loss": 1.6589, "step": 72 }, { "epoch": 0.8905833015630957, "grad_norm": 1.3870701789855957, "learning_rate": 2.677706386869083e-05, "loss": 1.5272, "step": 73 }, { "epoch": 0.9027830728173847, "grad_norm": 1.7309116125106812, "learning_rate": 2.5633640731412412e-05, "loss": 1.2688, "step": 74 }, { "epoch": 0.9149828440716736, "grad_norm": 3.672463893890381, "learning_rate": 2.4522329276841663e-05, "loss": 0.656, "step": 75 }, { "epoch": 0.9149828440716736, "eval_loss": 1.6713114976882935, "eval_runtime": 1.4237, "eval_samples_per_second": 35.12, "eval_steps_per_second": 9.131, "step": 75 }, { "epoch": 0.9271826153259627, "grad_norm": 1.0527911186218262, "learning_rate": 2.3444344707738015e-05, "loss": 2.1647, "step": 76 }, { "epoch": 0.9393823865802516, "grad_norm": 1.0965566635131836, "learning_rate": 2.2400865784401e-05, "loss": 1.8203, "step": 77 }, { "epoch": 0.9515821578345406, "grad_norm": 1.1224842071533203, "learning_rate": 2.1393033535713093e-05, "loss": 1.8365, "step": 78 }, { "epoch": 0.9637819290888295, "grad_norm": 1.083632469177246, "learning_rate": 2.0421950011441354e-05, "loss": 1.5104, "step": 79 }, { "epoch": 0.9759817003431186, "grad_norm": 1.1941848993301392, "learning_rate": 1.9488677077162295e-05, "loss": 1.4217, "step": 80 }, { "epoch": 0.9881814715974075, "grad_norm": 1.4089711904525757, "learning_rate": 1.8594235253127375e-05, "loss": 1.4428, "step": 81 }, { "epoch": 1.0026686999618757, "grad_norm": 1.9810051918029785, "learning_rate": 1.77396025983391e-05, "loss": 1.5342, "step": 82 }, { "epoch": 1.0148684712161646, "grad_norm": 0.940060555934906, "learning_rate": 1.6925713641057904e-05, "loss": 1.7435, "step": 83 }, { "epoch": 1.0270682424704536, "grad_norm": 1.0035717487335205, "learning_rate": 1.6153458356909176e-05, "loss": 1.9253, "step": 84 }, { "epoch": 1.0392680137247428, "grad_norm": 1.069605827331543, "learning_rate": 1.5423681195707997e-05, "loss": 1.7862, "step": 85 }, { "epoch": 1.0514677849790317, "grad_norm": 1.121212124824524, "learning_rate": 1.4737180158065644e-05, "loss": 1.505, "step": 86 }, { "epoch": 1.0636675562333207, "grad_norm": 1.131169080734253, "learning_rate": 1.4094705922787687e-05, "loss": 1.6766, "step": 87 }, { "epoch": 1.0758673274876096, "grad_norm": 1.1634432077407837, "learning_rate": 1.3496961026017687e-05, "loss": 1.4677, "step": 88 }, { "epoch": 1.0880670987418986, "grad_norm": 1.1550370454788208, "learning_rate": 1.2944599093024267e-05, "loss": 1.4571, "step": 89 }, { "epoch": 1.1002668699961875, "grad_norm": 1.2418510913848877, "learning_rate": 1.2438224123471442e-05, "loss": 1.3787, "step": 90 }, { "epoch": 1.1124666412504765, "grad_norm": 1.244449496269226, "learning_rate": 1.1978389830953907e-05, "loss": 1.3382, "step": 91 }, { "epoch": 1.1246664125047656, "grad_norm": 1.207255482673645, "learning_rate": 1.1565599037519316e-05, "loss": 1.1813, "step": 92 }, { "epoch": 1.1368661837590546, "grad_norm": 1.613624930381775, "learning_rate": 1.1200303123839742e-05, "loss": 1.3322, "step": 93 }, { "epoch": 1.1490659550133435, "grad_norm": 1.5924932956695557, "learning_rate": 1.088290153563358e-05, "loss": 0.7849, "step": 94 }, { "epoch": 1.1612657262676325, "grad_norm": 1.3866314888000488, "learning_rate": 1.0613741346877497e-05, "loss": 2.1158, "step": 95 }, { "epoch": 1.1734654975219214, "grad_norm": 1.0334395170211792, "learning_rate": 1.0393116880286118e-05, "loss": 1.7684, "step": 96 }, { "epoch": 1.1856652687762104, "grad_norm": 1.1649991273880005, "learning_rate": 1.0221269385474488e-05, "loss": 1.8588, "step": 97 }, { "epoch": 1.1978650400304995, "grad_norm": 1.1444116830825806, "learning_rate": 1.0098386775155147e-05, "loss": 1.7781, "step": 98 }, { "epoch": 1.2100648112847885, "grad_norm": 1.1716587543487549, "learning_rate": 1.0024603419658329e-05, "loss": 1.5944, "step": 99 }, { "epoch": 1.2222645825390774, "grad_norm": 1.1668322086334229, "learning_rate": 1e-05, "loss": 1.5552, "step": 100 }, { "epoch": 1.2222645825390774, "eval_loss": 1.6244957447052002, "eval_runtime": 1.4265, "eval_samples_per_second": 35.051, "eval_steps_per_second": 9.113, "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": 1.1248115621298176e+18, "train_batch_size": 1, "trial_name": null, "trial_params": null }