{ "best_metric": 0.8940727710723877, "best_model_checkpoint": "miner_id_24/checkpoint-100", "epoch": 0.028328611898016998, "eval_steps": 50, "global_step": 100, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.00028328611898016995, "grad_norm": 2.4837124347686768, "learning_rate": 5e-06, "loss": 1.0328, "step": 1 }, { "epoch": 0.00028328611898016995, "eval_loss": 1.364790678024292, "eval_runtime": 482.3304, "eval_samples_per_second": 12.328, "eval_steps_per_second": 6.164, "step": 1 }, { "epoch": 0.0005665722379603399, "grad_norm": 0.7393561005592346, "learning_rate": 1e-05, "loss": 1.044, "step": 2 }, { "epoch": 0.0008498583569405099, "grad_norm": 0.5064038038253784, "learning_rate": 1.5e-05, "loss": 1.0228, "step": 3 }, { "epoch": 0.0011331444759206798, "grad_norm": 1.1812818050384521, "learning_rate": 2e-05, "loss": 1.0907, "step": 4 }, { "epoch": 0.00141643059490085, "grad_norm": 0.7924461364746094, "learning_rate": 2.5e-05, "loss": 1.1227, "step": 5 }, { "epoch": 0.0016997167138810198, "grad_norm": 0.5778879523277283, "learning_rate": 3e-05, "loss": 1.0562, "step": 6 }, { "epoch": 0.00198300283286119, "grad_norm": 0.7456988096237183, "learning_rate": 3.5e-05, "loss": 1.0785, "step": 7 }, { "epoch": 0.0022662889518413596, "grad_norm": 0.5129983425140381, "learning_rate": 4e-05, "loss": 1.0225, "step": 8 }, { "epoch": 0.0025495750708215297, "grad_norm": 0.4113961458206177, "learning_rate": 4.5e-05, "loss": 1.0419, "step": 9 }, { "epoch": 0.0028328611898017, "grad_norm": 0.37529513239860535, "learning_rate": 5e-05, "loss": 0.9771, "step": 10 }, { "epoch": 0.0031161473087818695, "grad_norm": 0.4042710065841675, "learning_rate": 5.500000000000001e-05, "loss": 0.9975, "step": 11 }, { "epoch": 0.0033994334277620396, "grad_norm": 0.3994333744049072, "learning_rate": 6e-05, "loss": 1.0203, "step": 12 }, { "epoch": 0.0036827195467422098, "grad_norm": 0.430587500333786, "learning_rate": 6.500000000000001e-05, "loss": 0.981, "step": 13 }, { "epoch": 0.00396600566572238, "grad_norm": 0.4299090504646301, "learning_rate": 7e-05, "loss": 0.9638, "step": 14 }, { "epoch": 0.00424929178470255, "grad_norm": 0.41372954845428467, "learning_rate": 7.500000000000001e-05, "loss": 0.9036, "step": 15 }, { "epoch": 0.004532577903682719, "grad_norm": 0.4030589163303375, "learning_rate": 8e-05, "loss": 0.8851, "step": 16 }, { "epoch": 0.004815864022662889, "grad_norm": 0.43109366297721863, "learning_rate": 8.5e-05, "loss": 0.9949, "step": 17 }, { "epoch": 0.0050991501416430595, "grad_norm": 0.4088292419910431, "learning_rate": 9e-05, "loss": 0.9794, "step": 18 }, { "epoch": 0.00538243626062323, "grad_norm": 0.3350220322608948, "learning_rate": 9.5e-05, "loss": 0.8792, "step": 19 }, { "epoch": 0.0056657223796034, "grad_norm": 0.30330002307891846, "learning_rate": 0.0001, "loss": 0.878, "step": 20 }, { "epoch": 0.00594900849858357, "grad_norm": 0.3451264500617981, "learning_rate": 9.999238475781957e-05, "loss": 0.8818, "step": 21 }, { "epoch": 0.006232294617563739, "grad_norm": 0.3362950384616852, "learning_rate": 9.99695413509548e-05, "loss": 0.8614, "step": 22 }, { "epoch": 0.006515580736543909, "grad_norm": 0.36854445934295654, "learning_rate": 9.99314767377287e-05, "loss": 0.8847, "step": 23 }, { "epoch": 0.006798866855524079, "grad_norm": 0.3834778666496277, "learning_rate": 9.987820251299122e-05, "loss": 0.9134, "step": 24 }, { "epoch": 0.007082152974504249, "grad_norm": 0.4009423851966858, "learning_rate": 9.980973490458728e-05, "loss": 0.8813, "step": 25 }, { "epoch": 0.0073654390934844195, "grad_norm": 0.32073336839675903, "learning_rate": 9.972609476841367e-05, "loss": 0.8641, "step": 26 }, { "epoch": 0.00764872521246459, "grad_norm": 0.3810870051383972, "learning_rate": 9.962730758206611e-05, "loss": 0.9017, "step": 27 }, { "epoch": 0.00793201133144476, "grad_norm": 0.40584418177604675, "learning_rate": 9.951340343707852e-05, "loss": 0.9204, "step": 28 }, { "epoch": 0.00821529745042493, "grad_norm": 0.29945215582847595, "learning_rate": 9.938441702975689e-05, "loss": 0.8645, "step": 29 }, { "epoch": 0.0084985835694051, "grad_norm": 0.4067940413951874, "learning_rate": 9.924038765061042e-05, "loss": 0.9061, "step": 30 }, { "epoch": 0.008781869688385268, "grad_norm": 0.4845235049724579, "learning_rate": 9.908135917238321e-05, "loss": 0.9485, "step": 31 }, { "epoch": 0.009065155807365438, "grad_norm": 0.4056897461414337, "learning_rate": 9.890738003669029e-05, "loss": 0.9093, "step": 32 }, { "epoch": 0.009348441926345609, "grad_norm": 0.43699613213539124, "learning_rate": 9.871850323926177e-05, "loss": 0.9523, "step": 33 }, { "epoch": 0.009631728045325779, "grad_norm": 0.5528873205184937, "learning_rate": 9.851478631379982e-05, "loss": 0.8597, "step": 34 }, { "epoch": 0.009915014164305949, "grad_norm": 0.5298404097557068, "learning_rate": 9.829629131445342e-05, "loss": 1.0194, "step": 35 }, { "epoch": 0.010198300283286119, "grad_norm": 0.5607902407646179, "learning_rate": 9.806308479691595e-05, "loss": 0.9661, "step": 36 }, { "epoch": 0.010481586402266289, "grad_norm": 0.6369351744651794, "learning_rate": 9.781523779815179e-05, "loss": 1.0808, "step": 37 }, { "epoch": 0.01076487252124646, "grad_norm": 0.5015552639961243, "learning_rate": 9.755282581475769e-05, "loss": 0.9148, "step": 38 }, { "epoch": 0.01104815864022663, "grad_norm": 0.5619277954101562, "learning_rate": 9.727592877996585e-05, "loss": 1.0133, "step": 39 }, { "epoch": 0.0113314447592068, "grad_norm": 0.7182181477546692, "learning_rate": 9.698463103929542e-05, "loss": 0.994, "step": 40 }, { "epoch": 0.01161473087818697, "grad_norm": 0.7005313634872437, "learning_rate": 9.667902132486009e-05, "loss": 1.0247, "step": 41 }, { "epoch": 0.01189801699716714, "grad_norm": 0.771409273147583, "learning_rate": 9.635919272833938e-05, "loss": 1.1388, "step": 42 }, { "epoch": 0.012181303116147308, "grad_norm": 0.6452864408493042, "learning_rate": 9.602524267262203e-05, "loss": 1.0388, "step": 43 }, { "epoch": 0.012464589235127478, "grad_norm": 0.7697048783302307, "learning_rate": 9.567727288213005e-05, "loss": 1.0937, "step": 44 }, { "epoch": 0.012747875354107648, "grad_norm": 0.8071401119232178, "learning_rate": 9.53153893518325e-05, "loss": 0.938, "step": 45 }, { "epoch": 0.013031161473087818, "grad_norm": 0.9409806728363037, "learning_rate": 9.493970231495835e-05, "loss": 1.23, "step": 46 }, { "epoch": 0.013314447592067988, "grad_norm": 0.9912319779396057, "learning_rate": 9.45503262094184e-05, "loss": 1.0184, "step": 47 }, { "epoch": 0.013597733711048159, "grad_norm": 1.4439435005187988, "learning_rate": 9.414737964294636e-05, "loss": 1.1788, "step": 48 }, { "epoch": 0.013881019830028329, "grad_norm": 1.5036474466323853, "learning_rate": 9.373098535696979e-05, "loss": 1.0626, "step": 49 }, { "epoch": 0.014164305949008499, "grad_norm": 2.3197476863861084, "learning_rate": 9.330127018922194e-05, "loss": 1.0557, "step": 50 }, { "epoch": 0.014164305949008499, "eval_loss": 0.9729824066162109, "eval_runtime": 485.1181, "eval_samples_per_second": 12.257, "eval_steps_per_second": 6.128, "step": 50 }, { "epoch": 0.014447592067988669, "grad_norm": 0.3290400803089142, "learning_rate": 9.285836503510562e-05, "loss": 0.7674, "step": 51 }, { "epoch": 0.014730878186968839, "grad_norm": 0.422162264585495, "learning_rate": 9.24024048078213e-05, "loss": 0.8912, "step": 52 }, { "epoch": 0.01501416430594901, "grad_norm": 0.38885658979415894, "learning_rate": 9.193352839727121e-05, "loss": 0.8074, "step": 53 }, { "epoch": 0.01529745042492918, "grad_norm": 0.32865843176841736, "learning_rate": 9.145187862775209e-05, "loss": 0.8353, "step": 54 }, { "epoch": 0.015580736543909348, "grad_norm": 0.29051336646080017, "learning_rate": 9.09576022144496e-05, "loss": 0.8639, "step": 55 }, { "epoch": 0.01586402266288952, "grad_norm": 0.2875722646713257, "learning_rate": 9.045084971874738e-05, "loss": 0.8683, "step": 56 }, { "epoch": 0.01614730878186969, "grad_norm": 0.26893699169158936, "learning_rate": 8.993177550236464e-05, "loss": 0.8548, "step": 57 }, { "epoch": 0.01643059490084986, "grad_norm": 0.2714105248451233, "learning_rate": 8.940053768033609e-05, "loss": 0.8185, "step": 58 }, { "epoch": 0.01671388101983003, "grad_norm": 0.2685096561908722, "learning_rate": 8.885729807284856e-05, "loss": 0.8188, "step": 59 }, { "epoch": 0.0169971671388102, "grad_norm": 0.27536776661872864, "learning_rate": 8.83022221559489e-05, "loss": 0.806, "step": 60 }, { "epoch": 0.017280453257790367, "grad_norm": 0.26395905017852783, "learning_rate": 8.773547901113862e-05, "loss": 0.7769, "step": 61 }, { "epoch": 0.017563739376770537, "grad_norm": 0.28983741998672485, "learning_rate": 8.715724127386972e-05, "loss": 0.856, "step": 62 }, { "epoch": 0.017847025495750707, "grad_norm": 0.24493105709552765, "learning_rate": 8.656768508095853e-05, "loss": 0.7598, "step": 63 }, { "epoch": 0.018130311614730877, "grad_norm": 0.25833049416542053, "learning_rate": 8.596699001693255e-05, "loss": 0.8238, "step": 64 }, { "epoch": 0.018413597733711047, "grad_norm": 0.23423363268375397, "learning_rate": 8.535533905932738e-05, "loss": 0.838, "step": 65 }, { "epoch": 0.018696883852691217, "grad_norm": 0.24402977526187897, "learning_rate": 8.473291852294987e-05, "loss": 0.7818, "step": 66 }, { "epoch": 0.018980169971671387, "grad_norm": 0.2572822868824005, "learning_rate": 8.409991800312493e-05, "loss": 0.8178, "step": 67 }, { "epoch": 0.019263456090651557, "grad_norm": 0.24587130546569824, "learning_rate": 8.345653031794292e-05, "loss": 0.8298, "step": 68 }, { "epoch": 0.019546742209631728, "grad_norm": 0.2567668557167053, "learning_rate": 8.280295144952536e-05, "loss": 0.82, "step": 69 }, { "epoch": 0.019830028328611898, "grad_norm": 0.25297489762306213, "learning_rate": 8.213938048432697e-05, "loss": 0.7948, "step": 70 }, { "epoch": 0.020113314447592068, "grad_norm": 0.24557141959667206, "learning_rate": 8.146601955249188e-05, "loss": 0.8097, "step": 71 }, { "epoch": 0.020396600566572238, "grad_norm": 0.28915223479270935, "learning_rate": 8.07830737662829e-05, "loss": 0.7822, "step": 72 }, { "epoch": 0.020679886685552408, "grad_norm": 0.2591084837913513, "learning_rate": 8.009075115760243e-05, "loss": 0.7799, "step": 73 }, { "epoch": 0.020963172804532578, "grad_norm": 0.28063005208969116, "learning_rate": 7.938926261462366e-05, "loss": 0.85, "step": 74 }, { "epoch": 0.021246458923512748, "grad_norm": 0.3160620927810669, "learning_rate": 7.86788218175523e-05, "loss": 0.8925, "step": 75 }, { "epoch": 0.02152974504249292, "grad_norm": 0.3204711079597473, "learning_rate": 7.795964517353735e-05, "loss": 0.7994, "step": 76 }, { "epoch": 0.02181303116147309, "grad_norm": 0.31728625297546387, "learning_rate": 7.723195175075136e-05, "loss": 0.865, "step": 77 }, { "epoch": 0.02209631728045326, "grad_norm": 0.33611783385276794, "learning_rate": 7.649596321166024e-05, "loss": 0.8099, "step": 78 }, { "epoch": 0.02237960339943343, "grad_norm": 0.3129088580608368, "learning_rate": 7.575190374550272e-05, "loss": 0.8857, "step": 79 }, { "epoch": 0.0226628895184136, "grad_norm": 0.3404497802257538, "learning_rate": 7.500000000000001e-05, "loss": 0.8408, "step": 80 }, { "epoch": 0.02294617563739377, "grad_norm": 0.31922274827957153, "learning_rate": 7.424048101231686e-05, "loss": 0.8155, "step": 81 }, { "epoch": 0.02322946175637394, "grad_norm": 0.4240337610244751, "learning_rate": 7.347357813929454e-05, "loss": 0.9036, "step": 82 }, { "epoch": 0.02351274787535411, "grad_norm": 0.402992308139801, "learning_rate": 7.269952498697734e-05, "loss": 0.9222, "step": 83 }, { "epoch": 0.02379603399433428, "grad_norm": 0.4444620907306671, "learning_rate": 7.191855733945387e-05, "loss": 0.9426, "step": 84 }, { "epoch": 0.024079320113314446, "grad_norm": 0.5036823153495789, "learning_rate": 7.113091308703498e-05, "loss": 0.8989, "step": 85 }, { "epoch": 0.024362606232294616, "grad_norm": 0.5430697202682495, "learning_rate": 7.033683215379002e-05, "loss": 1.0644, "step": 86 }, { "epoch": 0.024645892351274786, "grad_norm": 0.47117090225219727, "learning_rate": 6.953655642446368e-05, "loss": 0.8856, "step": 87 }, { "epoch": 0.024929178470254956, "grad_norm": 0.6156890392303467, "learning_rate": 6.873032967079561e-05, "loss": 0.9403, "step": 88 }, { "epoch": 0.025212464589235126, "grad_norm": 0.5698954463005066, "learning_rate": 6.7918397477265e-05, "loss": 0.8913, "step": 89 }, { "epoch": 0.025495750708215296, "grad_norm": 0.5107197165489197, "learning_rate": 6.710100716628344e-05, "loss": 0.9912, "step": 90 }, { "epoch": 0.025779036827195467, "grad_norm": 0.6079100966453552, "learning_rate": 6.627840772285784e-05, "loss": 0.9322, "step": 91 }, { "epoch": 0.026062322946175637, "grad_norm": 0.6184947490692139, "learning_rate": 6.545084971874738e-05, "loss": 0.9983, "step": 92 }, { "epoch": 0.026345609065155807, "grad_norm": 0.6620588302612305, "learning_rate": 6.461858523613684e-05, "loss": 0.9366, "step": 93 }, { "epoch": 0.026628895184135977, "grad_norm": 0.7128224968910217, "learning_rate": 6.378186779084995e-05, "loss": 1.0045, "step": 94 }, { "epoch": 0.026912181303116147, "grad_norm": 0.7751644253730774, "learning_rate": 6.294095225512603e-05, "loss": 0.8427, "step": 95 }, { "epoch": 0.027195467422096317, "grad_norm": 0.8441152572631836, "learning_rate": 6.209609477998338e-05, "loss": 0.9694, "step": 96 }, { "epoch": 0.027478753541076487, "grad_norm": 0.9727038145065308, "learning_rate": 6.124755271719325e-05, "loss": 1.0076, "step": 97 }, { "epoch": 0.027762039660056657, "grad_norm": 0.9640235900878906, "learning_rate": 6.0395584540887963e-05, "loss": 0.9572, "step": 98 }, { "epoch": 0.028045325779036828, "grad_norm": 1.6535217761993408, "learning_rate": 5.9540449768827246e-05, "loss": 1.0303, "step": 99 }, { "epoch": 0.028328611898016998, "grad_norm": 3.554504632949829, "learning_rate": 5.868240888334653e-05, "loss": 0.9742, "step": 100 }, { "epoch": 0.028328611898016998, "eval_loss": 0.8940727710723877, "eval_runtime": 484.5241, "eval_samples_per_second": 12.272, "eval_steps_per_second": 6.136, "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": 1.37604737531904e+17, "train_batch_size": 8, "trial_name": null, "trial_params": null }