{ "best_metric": 0.314230740070343, "best_model_checkpoint": "miner_id_24/checkpoint-100", "epoch": 0.33698399326032014, "eval_steps": 50, "global_step": 100, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.003369839932603201, "grad_norm": 7.51057243347168, "learning_rate": 1e-05, "loss": 2.1494, "step": 1 }, { "epoch": 0.003369839932603201, "eval_loss": 0.8092716336250305, "eval_runtime": 120.282, "eval_samples_per_second": 4.157, "eval_steps_per_second": 1.039, "step": 1 }, { "epoch": 0.006739679865206402, "grad_norm": 9.15483570098877, "learning_rate": 2e-05, "loss": 2.7371, "step": 2 }, { "epoch": 0.010109519797809604, "grad_norm": 7.816402912139893, "learning_rate": 3e-05, "loss": 2.5099, "step": 3 }, { "epoch": 0.013479359730412805, "grad_norm": 5.4665608406066895, "learning_rate": 4e-05, "loss": 2.3463, "step": 4 }, { "epoch": 0.016849199663016005, "grad_norm": 5.093127727508545, "learning_rate": 5e-05, "loss": 2.1346, "step": 5 }, { "epoch": 0.020219039595619208, "grad_norm": 5.4731855392456055, "learning_rate": 6e-05, "loss": 2.2381, "step": 6 }, { "epoch": 0.02358887952822241, "grad_norm": 4.477018356323242, "learning_rate": 7e-05, "loss": 1.927, "step": 7 }, { "epoch": 0.02695871946082561, "grad_norm": 4.402273178100586, "learning_rate": 8e-05, "loss": 2.0187, "step": 8 }, { "epoch": 0.030328559393428812, "grad_norm": 3.9021198749542236, "learning_rate": 9e-05, "loss": 1.752, "step": 9 }, { "epoch": 0.03369839932603201, "grad_norm": 4.180506229400635, "learning_rate": 0.0001, "loss": 1.8939, "step": 10 }, { "epoch": 0.03706823925863521, "grad_norm": 3.6741297245025635, "learning_rate": 9.999316524962345e-05, "loss": 1.7022, "step": 11 }, { "epoch": 0.040438079191238416, "grad_norm": 3.5289134979248047, "learning_rate": 9.997266286704631e-05, "loss": 1.8531, "step": 12 }, { "epoch": 0.04380791912384162, "grad_norm": 4.152334690093994, "learning_rate": 9.993849845741524e-05, "loss": 1.85, "step": 13 }, { "epoch": 0.04717775905644482, "grad_norm": 3.1703765392303467, "learning_rate": 9.989068136093873e-05, "loss": 1.6875, "step": 14 }, { "epoch": 0.05054759898904802, "grad_norm": 3.482504367828369, "learning_rate": 9.98292246503335e-05, "loss": 1.8679, "step": 15 }, { "epoch": 0.05391743892165122, "grad_norm": 2.8432414531707764, "learning_rate": 9.975414512725057e-05, "loss": 1.777, "step": 16 }, { "epoch": 0.05728727885425442, "grad_norm": 3.414099931716919, "learning_rate": 9.966546331768191e-05, "loss": 1.6603, "step": 17 }, { "epoch": 0.060657118786857624, "grad_norm": 3.249868869781494, "learning_rate": 9.956320346634876e-05, "loss": 1.7211, "step": 18 }, { "epoch": 0.06402695871946082, "grad_norm": 2.949674606323242, "learning_rate": 9.944739353007344e-05, "loss": 1.6861, "step": 19 }, { "epoch": 0.06739679865206402, "grad_norm": 2.7226510047912598, "learning_rate": 9.931806517013612e-05, "loss": 1.6053, "step": 20 }, { "epoch": 0.07076663858466722, "grad_norm": 3.109335422515869, "learning_rate": 9.917525374361912e-05, "loss": 1.6572, "step": 21 }, { "epoch": 0.07413647851727043, "grad_norm": 3.3253257274627686, "learning_rate": 9.901899829374047e-05, "loss": 1.5954, "step": 22 }, { "epoch": 0.07750631844987363, "grad_norm": 3.090282917022705, "learning_rate": 9.884934153917997e-05, "loss": 1.6515, "step": 23 }, { "epoch": 0.08087615838247683, "grad_norm": 2.9994139671325684, "learning_rate": 9.86663298624003e-05, "loss": 1.7576, "step": 24 }, { "epoch": 0.08424599831508003, "grad_norm": 3.127659320831299, "learning_rate": 9.847001329696653e-05, "loss": 1.6768, "step": 25 }, { "epoch": 0.08761583824768324, "grad_norm": 3.3083384037017822, "learning_rate": 9.826044551386744e-05, "loss": 1.568, "step": 26 }, { "epoch": 0.09098567818028644, "grad_norm": 3.118006706237793, "learning_rate": 9.803768380684242e-05, "loss": 1.5629, "step": 27 }, { "epoch": 0.09435551811288964, "grad_norm": 3.579113245010376, "learning_rate": 9.780178907671789e-05, "loss": 1.5379, "step": 28 }, { "epoch": 0.09772535804549284, "grad_norm": 3.026153802871704, "learning_rate": 9.755282581475769e-05, "loss": 1.4824, "step": 29 }, { "epoch": 0.10109519797809605, "grad_norm": 2.802640914916992, "learning_rate": 9.729086208503174e-05, "loss": 1.2536, "step": 30 }, { "epoch": 0.10446503791069923, "grad_norm": 3.0235989093780518, "learning_rate": 9.701596950580806e-05, "loss": 1.3792, "step": 31 }, { "epoch": 0.10783487784330244, "grad_norm": 3.0789220333099365, "learning_rate": 9.672822322997305e-05, "loss": 1.2263, "step": 32 }, { "epoch": 0.11120471777590564, "grad_norm": 2.703223943710327, "learning_rate": 9.642770192448536e-05, "loss": 1.1993, "step": 33 }, { "epoch": 0.11457455770850884, "grad_norm": 2.7497401237487793, "learning_rate": 9.611448774886924e-05, "loss": 1.4319, "step": 34 }, { "epoch": 0.11794439764111204, "grad_norm": 2.8858532905578613, "learning_rate": 9.578866633275288e-05, "loss": 1.549, "step": 35 }, { "epoch": 0.12131423757371525, "grad_norm": 2.815218925476074, "learning_rate": 9.545032675245813e-05, "loss": 1.5933, "step": 36 }, { "epoch": 0.12468407750631845, "grad_norm": 2.8283677101135254, "learning_rate": 9.509956150664796e-05, "loss": 1.599, "step": 37 }, { "epoch": 0.12805391743892164, "grad_norm": 2.8242433071136475, "learning_rate": 9.473646649103818e-05, "loss": 1.559, "step": 38 }, { "epoch": 0.13142375737152484, "grad_norm": 2.870215654373169, "learning_rate": 9.43611409721806e-05, "loss": 1.6841, "step": 39 }, { "epoch": 0.13479359730412804, "grad_norm": 2.8067023754119873, "learning_rate": 9.397368756032445e-05, "loss": 1.6646, "step": 40 }, { "epoch": 0.13816343723673125, "grad_norm": 2.9085981845855713, "learning_rate": 9.357421218136386e-05, "loss": 1.7161, "step": 41 }, { "epoch": 0.14153327716933445, "grad_norm": 2.7535951137542725, "learning_rate": 9.316282404787871e-05, "loss": 1.5564, "step": 42 }, { "epoch": 0.14490311710193765, "grad_norm": 2.7437710762023926, "learning_rate": 9.273963562927695e-05, "loss": 1.5449, "step": 43 }, { "epoch": 0.14827295703454085, "grad_norm": 2.6580138206481934, "learning_rate": 9.230476262104677e-05, "loss": 1.4529, "step": 44 }, { "epoch": 0.15164279696714406, "grad_norm": 3.217501163482666, "learning_rate": 9.185832391312644e-05, "loss": 1.4437, "step": 45 }, { "epoch": 0.15501263689974726, "grad_norm": 4.156802177429199, "learning_rate": 9.140044155740101e-05, "loss": 1.5593, "step": 46 }, { "epoch": 0.15838247683235046, "grad_norm": 2.9678525924682617, "learning_rate": 9.093124073433463e-05, "loss": 1.4153, "step": 47 }, { "epoch": 0.16175231676495366, "grad_norm": 2.6032907962799072, "learning_rate": 9.045084971874738e-05, "loss": 1.3261, "step": 48 }, { "epoch": 0.16512215669755687, "grad_norm": 2.3966689109802246, "learning_rate": 8.995939984474624e-05, "loss": 1.3488, "step": 49 }, { "epoch": 0.16849199663016007, "grad_norm": 3.1099071502685547, "learning_rate": 8.945702546981969e-05, "loss": 1.5242, "step": 50 }, { "epoch": 0.16849199663016007, "eval_loss": 0.3645605444908142, "eval_runtime": 121.6366, "eval_samples_per_second": 4.111, "eval_steps_per_second": 1.028, "step": 50 }, { "epoch": 0.17186183656276327, "grad_norm": 2.536522388458252, "learning_rate": 8.894386393810563e-05, "loss": 1.5471, "step": 51 }, { "epoch": 0.17523167649536647, "grad_norm": 2.1130993366241455, "learning_rate": 8.842005554284296e-05, "loss": 1.5713, "step": 52 }, { "epoch": 0.17860151642796968, "grad_norm": 1.899036169052124, "learning_rate": 8.788574348801675e-05, "loss": 1.5713, "step": 53 }, { "epoch": 0.18197135636057288, "grad_norm": 2.3696439266204834, "learning_rate": 8.73410738492077e-05, "loss": 1.583, "step": 54 }, { "epoch": 0.18534119629317608, "grad_norm": 2.156263589859009, "learning_rate": 8.678619553365659e-05, "loss": 1.4893, "step": 55 }, { "epoch": 0.18871103622577928, "grad_norm": 1.9296045303344727, "learning_rate": 8.622126023955446e-05, "loss": 1.4985, "step": 56 }, { "epoch": 0.19208087615838249, "grad_norm": 1.9608573913574219, "learning_rate": 8.564642241456986e-05, "loss": 1.4801, "step": 57 }, { "epoch": 0.1954507160909857, "grad_norm": 2.0413198471069336, "learning_rate": 8.506183921362443e-05, "loss": 1.4525, "step": 58 }, { "epoch": 0.1988205560235889, "grad_norm": 1.96634840965271, "learning_rate": 8.44676704559283e-05, "loss": 1.4184, "step": 59 }, { "epoch": 0.2021903959561921, "grad_norm": 1.993112325668335, "learning_rate": 8.386407858128706e-05, "loss": 1.342, "step": 60 }, { "epoch": 0.2055602358887953, "grad_norm": 1.9955614805221558, "learning_rate": 8.32512286056924e-05, "loss": 1.2742, "step": 61 }, { "epoch": 0.20893007582139847, "grad_norm": 1.9142816066741943, "learning_rate": 8.262928807620843e-05, "loss": 1.114, "step": 62 }, { "epoch": 0.21229991575400167, "grad_norm": 2.074475049972534, "learning_rate": 8.199842702516583e-05, "loss": 1.3422, "step": 63 }, { "epoch": 0.21566975568660487, "grad_norm": 2.186030626296997, "learning_rate": 8.135881792367686e-05, "loss": 1.3134, "step": 64 }, { "epoch": 0.21903959561920808, "grad_norm": 2.226123571395874, "learning_rate": 8.07106356344834e-05, "loss": 1.6073, "step": 65 }, { "epoch": 0.22240943555181128, "grad_norm": 2.3604118824005127, "learning_rate": 8.005405736415126e-05, "loss": 1.5057, "step": 66 }, { "epoch": 0.22577927548441448, "grad_norm": 2.158315896987915, "learning_rate": 7.938926261462366e-05, "loss": 1.5419, "step": 67 }, { "epoch": 0.22914911541701768, "grad_norm": 2.1268155574798584, "learning_rate": 7.871643313414718e-05, "loss": 1.4379, "step": 68 }, { "epoch": 0.2325189553496209, "grad_norm": 2.069324254989624, "learning_rate": 7.803575286758364e-05, "loss": 1.3387, "step": 69 }, { "epoch": 0.2358887952822241, "grad_norm": 2.181563377380371, "learning_rate": 7.734740790612136e-05, "loss": 1.6706, "step": 70 }, { "epoch": 0.2392586352148273, "grad_norm": 2.1285486221313477, "learning_rate": 7.66515864363997e-05, "loss": 1.2435, "step": 71 }, { "epoch": 0.2426284751474305, "grad_norm": 2.0617074966430664, "learning_rate": 7.594847868906076e-05, "loss": 1.2847, "step": 72 }, { "epoch": 0.2459983150800337, "grad_norm": 2.0489954948425293, "learning_rate": 7.52382768867422e-05, "loss": 1.3647, "step": 73 }, { "epoch": 0.2493681550126369, "grad_norm": 2.035676956176758, "learning_rate": 7.452117519152542e-05, "loss": 1.1035, "step": 74 }, { "epoch": 0.2527379949452401, "grad_norm": 1.9856700897216797, "learning_rate": 7.379736965185368e-05, "loss": 1.0442, "step": 75 }, { "epoch": 0.2561078348778433, "grad_norm": 2.228813886642456, "learning_rate": 7.30670581489344e-05, "loss": 1.2683, "step": 76 }, { "epoch": 0.2594776748104465, "grad_norm": 2.338102340698242, "learning_rate": 7.233044034264034e-05, "loss": 1.2413, "step": 77 }, { "epoch": 0.2628475147430497, "grad_norm": 2.1351075172424316, "learning_rate": 7.158771761692464e-05, "loss": 1.0997, "step": 78 }, { "epoch": 0.2662173546756529, "grad_norm": 2.4263010025024414, "learning_rate": 7.083909302476453e-05, "loss": 1.1819, "step": 79 }, { "epoch": 0.2695871946082561, "grad_norm": 2.098903179168701, "learning_rate": 7.008477123264848e-05, "loss": 1.0219, "step": 80 }, { "epoch": 0.2729570345408593, "grad_norm": 2.0994834899902344, "learning_rate": 6.932495846462261e-05, "loss": 0.9817, "step": 81 }, { "epoch": 0.2763268744734625, "grad_norm": 2.0242087841033936, "learning_rate": 6.855986244591104e-05, "loss": 0.8622, "step": 82 }, { "epoch": 0.2796967144060657, "grad_norm": 1.9342875480651855, "learning_rate": 6.778969234612584e-05, "loss": 0.9491, "step": 83 }, { "epoch": 0.2830665543386689, "grad_norm": 2.0760669708251953, "learning_rate": 6.701465872208216e-05, "loss": 1.1232, "step": 84 }, { "epoch": 0.2864363942712721, "grad_norm": 2.1343932151794434, "learning_rate": 6.623497346023418e-05, "loss": 1.1115, "step": 85 }, { "epoch": 0.2898062342038753, "grad_norm": 2.311663866043091, "learning_rate": 6.545084971874738e-05, "loss": 1.325, "step": 86 }, { "epoch": 0.2931760741364785, "grad_norm": 2.1452784538269043, "learning_rate": 6.466250186922325e-05, "loss": 1.301, "step": 87 }, { "epoch": 0.2965459140690817, "grad_norm": 2.288419246673584, "learning_rate": 6.387014543809223e-05, "loss": 1.2846, "step": 88 }, { "epoch": 0.2999157540016849, "grad_norm": 2.253816604614258, "learning_rate": 6.307399704769099e-05, "loss": 1.2931, "step": 89 }, { "epoch": 0.3032855939342881, "grad_norm": 2.3119921684265137, "learning_rate": 6.227427435703997e-05, "loss": 1.3536, "step": 90 }, { "epoch": 0.3066554338668913, "grad_norm": 2.3031837940216064, "learning_rate": 6.147119600233758e-05, "loss": 1.4333, "step": 91 }, { "epoch": 0.3100252737994945, "grad_norm": 2.3394315242767334, "learning_rate": 6.066498153718735e-05, "loss": 1.3935, "step": 92 }, { "epoch": 0.3133951137320977, "grad_norm": 2.75341534614563, "learning_rate": 5.985585137257401e-05, "loss": 1.351, "step": 93 }, { "epoch": 0.3167649536647009, "grad_norm": 2.6161062717437744, "learning_rate": 5.90440267166055e-05, "loss": 1.3347, "step": 94 }, { "epoch": 0.3201347935973041, "grad_norm": 2.364361524581909, "learning_rate": 5.8229729514036705e-05, "loss": 0.9233, "step": 95 }, { "epoch": 0.3235046335299073, "grad_norm": 2.500354290008545, "learning_rate": 5.74131823855921e-05, "loss": 1.339, "step": 96 }, { "epoch": 0.32687447346251053, "grad_norm": 2.3215596675872803, "learning_rate": 5.6594608567103456e-05, "loss": 1.2591, "step": 97 }, { "epoch": 0.33024431339511373, "grad_norm": 2.3461391925811768, "learning_rate": 5.577423184847932e-05, "loss": 1.2868, "step": 98 }, { "epoch": 0.33361415332771693, "grad_norm": 2.204437494277954, "learning_rate": 5.495227651252315e-05, "loss": 1.0907, "step": 99 }, { "epoch": 0.33698399326032014, "grad_norm": 2.5249979496002197, "learning_rate": 5.4128967273616625e-05, "loss": 1.2808, "step": 100 }, { "epoch": 0.33698399326032014, "eval_loss": 0.314230740070343, "eval_runtime": 121.707, "eval_samples_per_second": 4.108, "eval_steps_per_second": 1.027, "step": 100 } ], "logging_steps": 1, "max_steps": 200, "num_input_tokens_seen": 0, "num_train_epochs": 1, "save_steps": 50, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 5, "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": false }, "attributes": {} } }, "total_flos": 2.836953552818012e+17, "train_batch_size": 8, "trial_name": null, "trial_params": null }