{ "best_metric": 1.022299602482235e-05, "best_model_checkpoint": "miner_id_24/checkpoint-100", "epoch": 0.31645569620253167, "eval_steps": 25, "global_step": 100, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0031645569620253164, "grad_norm": 39.122718811035156, "learning_rate": 2.9999999999999997e-05, "loss": 4.7862, "step": 1 }, { "epoch": 0.0031645569620253164, "eval_loss": 5.090167999267578, "eval_runtime": 4.6691, "eval_samples_per_second": 10.709, "eval_steps_per_second": 1.499, "step": 1 }, { "epoch": 0.006329113924050633, "grad_norm": 38.526920318603516, "learning_rate": 5.9999999999999995e-05, "loss": 4.8726, "step": 2 }, { "epoch": 0.00949367088607595, "grad_norm": 35.14896011352539, "learning_rate": 8.999999999999999e-05, "loss": 4.2408, "step": 3 }, { "epoch": 0.012658227848101266, "grad_norm": 18.20745086669922, "learning_rate": 0.00011999999999999999, "loss": 2.5564, "step": 4 }, { "epoch": 0.015822784810126583, "grad_norm": 14.840872764587402, "learning_rate": 0.00015, "loss": 1.0869, "step": 5 }, { "epoch": 0.0189873417721519, "grad_norm": 6.644170761108398, "learning_rate": 0.00017999999999999998, "loss": 0.283, "step": 6 }, { "epoch": 0.022151898734177215, "grad_norm": 42.69538497924805, "learning_rate": 0.00020999999999999998, "loss": 0.5808, "step": 7 }, { "epoch": 0.02531645569620253, "grad_norm": 16.369243621826172, "learning_rate": 0.00023999999999999998, "loss": 0.5497, "step": 8 }, { "epoch": 0.028481012658227847, "grad_norm": 19.000972747802734, "learning_rate": 0.00027, "loss": 0.5608, "step": 9 }, { "epoch": 0.03164556962025317, "grad_norm": 11.529747009277344, "learning_rate": 0.0003, "loss": 0.3618, "step": 10 }, { "epoch": 0.03481012658227848, "grad_norm": 15.791008949279785, "learning_rate": 0.0002999794957488703, "loss": 0.5098, "step": 11 }, { "epoch": 0.0379746835443038, "grad_norm": 3.0417582988739014, "learning_rate": 0.0002999179886011389, "loss": 0.0882, "step": 12 }, { "epoch": 0.04113924050632911, "grad_norm": 3.213977336883545, "learning_rate": 0.0002998154953722457, "loss": 0.0588, "step": 13 }, { "epoch": 0.04430379746835443, "grad_norm": 0.42049989104270935, "learning_rate": 0.00029967204408281613, "loss": 0.0048, "step": 14 }, { "epoch": 0.04746835443037975, "grad_norm": 0.010697176679968834, "learning_rate": 0.00029948767395100045, "loss": 0.0002, "step": 15 }, { "epoch": 0.05063291139240506, "grad_norm": 0.08972659707069397, "learning_rate": 0.0002992624353817517, "loss": 0.0003, "step": 16 }, { "epoch": 0.05379746835443038, "grad_norm": 90.54857635498047, "learning_rate": 0.0002989963899530457, "loss": 0.2488, "step": 17 }, { "epoch": 0.056962025316455694, "grad_norm": 0.0011396000627428293, "learning_rate": 0.00029868961039904624, "loss": 0.0, "step": 18 }, { "epoch": 0.060126582278481014, "grad_norm": 32.987918853759766, "learning_rate": 0.00029834218059022024, "loss": 0.3497, "step": 19 }, { "epoch": 0.06329113924050633, "grad_norm": 0.0006623624940402806, "learning_rate": 0.00029795419551040833, "loss": 0.0, "step": 20 }, { "epoch": 0.06645569620253164, "grad_norm": 0.002704908140003681, "learning_rate": 0.00029752576123085736, "loss": 0.0, "step": 21 }, { "epoch": 0.06962025316455696, "grad_norm": 0.074082151055336, "learning_rate": 0.0002970569948812214, "loss": 0.0003, "step": 22 }, { "epoch": 0.07278481012658228, "grad_norm": 0.051233161240816116, "learning_rate": 0.0002965480246175399, "loss": 0.0002, "step": 23 }, { "epoch": 0.0759493670886076, "grad_norm": 0.002620099810883403, "learning_rate": 0.0002959989895872009, "loss": 0.0, "step": 24 }, { "epoch": 0.07911392405063292, "grad_norm": 0.002381028374657035, "learning_rate": 0.0002954100398908995, "loss": 0.0, "step": 25 }, { "epoch": 0.07911392405063292, "eval_loss": 1.5358215023297817e-05, "eval_runtime": 4.2105, "eval_samples_per_second": 11.875, "eval_steps_per_second": 1.663, "step": 25 }, { "epoch": 0.08227848101265822, "grad_norm": 0.0008074412471614778, "learning_rate": 0.0002947813365416023, "loss": 0.0, "step": 26 }, { "epoch": 0.08544303797468354, "grad_norm": 80.40802001953125, "learning_rate": 0.0002941130514205272, "loss": 0.216, "step": 27 }, { "epoch": 0.08860759493670886, "grad_norm": 0.0007025494705885649, "learning_rate": 0.0002934053672301536, "loss": 0.0, "step": 28 }, { "epoch": 0.09177215189873418, "grad_norm": 0.16022445261478424, "learning_rate": 0.00029265847744427303, "loss": 0.0004, "step": 29 }, { "epoch": 0.0949367088607595, "grad_norm": 0.00044286646880209446, "learning_rate": 0.00029187258625509513, "loss": 0.0, "step": 30 }, { "epoch": 0.0981012658227848, "grad_norm": 0.0007045658421702683, "learning_rate": 0.00029104790851742417, "loss": 0.0, "step": 31 }, { "epoch": 0.10126582278481013, "grad_norm": 4.665228366851807, "learning_rate": 0.0002901846696899191, "loss": 0.2712, "step": 32 }, { "epoch": 0.10443037974683544, "grad_norm": 35.976463317871094, "learning_rate": 0.00028928310577345606, "loss": 2.2757, "step": 33 }, { "epoch": 0.10759493670886076, "grad_norm": 3.145080089569092, "learning_rate": 0.0002883434632466077, "loss": 0.0429, "step": 34 }, { "epoch": 0.11075949367088607, "grad_norm": 0.7390124201774597, "learning_rate": 0.00028736599899825856, "loss": 0.0082, "step": 35 }, { "epoch": 0.11392405063291139, "grad_norm": 56.273048400878906, "learning_rate": 0.00028635098025737434, "loss": 0.5411, "step": 36 }, { "epoch": 0.11708860759493671, "grad_norm": 0.016222132369875908, "learning_rate": 0.00028529868451994384, "loss": 0.0002, "step": 37 }, { "epoch": 0.12025316455696203, "grad_norm": 0.00250585051253438, "learning_rate": 0.0002842093994731145, "loss": 0.0, "step": 38 }, { "epoch": 0.12341772151898735, "grad_norm": 0.0014803847298026085, "learning_rate": 0.00028308342291654174, "loss": 0.0, "step": 39 }, { "epoch": 0.12658227848101267, "grad_norm": 0.0008740597986616194, "learning_rate": 0.00028192106268097334, "loss": 0.0, "step": 40 }, { "epoch": 0.12974683544303797, "grad_norm": 0.0006211165455169976, "learning_rate": 0.00028072263654409154, "loss": 0.0, "step": 41 }, { "epoch": 0.13291139240506328, "grad_norm": 0.000527973985299468, "learning_rate": 0.0002794884721436361, "loss": 0.0, "step": 42 }, { "epoch": 0.1360759493670886, "grad_norm": 0.0007822936167940497, "learning_rate": 0.00027821890688783083, "loss": 0.0, "step": 43 }, { "epoch": 0.13924050632911392, "grad_norm": 14.17163372039795, "learning_rate": 0.0002769142878631403, "loss": 0.0377, "step": 44 }, { "epoch": 0.14240506329113925, "grad_norm": 37.15114974975586, "learning_rate": 0.00027557497173937923, "loss": 1.6189, "step": 45 }, { "epoch": 0.14556962025316456, "grad_norm": 0.1055205836892128, "learning_rate": 0.000274201324672203, "loss": 0.0009, "step": 46 }, { "epoch": 0.14873417721518986, "grad_norm": 15.12343978881836, "learning_rate": 0.00027279372220300385, "loss": 0.1632, "step": 47 }, { "epoch": 0.1518987341772152, "grad_norm": 0.004173843655735254, "learning_rate": 0.0002713525491562421, "loss": 0.0001, "step": 48 }, { "epoch": 0.1550632911392405, "grad_norm": 0.010756113566458225, "learning_rate": 0.00026987819953423867, "loss": 0.0001, "step": 49 }, { "epoch": 0.15822784810126583, "grad_norm": 0.014636156149208546, "learning_rate": 0.00026837107640945905, "loss": 0.0001, "step": 50 }, { "epoch": 0.15822784810126583, "eval_loss": 0.0001311919477302581, "eval_runtime": 4.2069, "eval_samples_per_second": 11.885, "eval_steps_per_second": 1.664, "step": 50 }, { "epoch": 0.16139240506329114, "grad_norm": 0.005091713275760412, "learning_rate": 0.0002668315918143169, "loss": 0.0001, "step": 51 }, { "epoch": 0.16455696202531644, "grad_norm": 0.009237410500645638, "learning_rate": 0.00026526016662852886, "loss": 0.0001, "step": 52 }, { "epoch": 0.16772151898734178, "grad_norm": 0.015599989332258701, "learning_rate": 0.00026365723046405023, "loss": 0.0002, "step": 53 }, { "epoch": 0.17088607594936708, "grad_norm": 0.018040731549263, "learning_rate": 0.0002620232215476231, "loss": 0.0002, "step": 54 }, { "epoch": 0.17405063291139242, "grad_norm": 0.006186929531395435, "learning_rate": 0.0002603585866009697, "loss": 0.0001, "step": 55 }, { "epoch": 0.17721518987341772, "grad_norm": 0.006048174574971199, "learning_rate": 0.00025866378071866334, "loss": 0.0001, "step": 56 }, { "epoch": 0.18037974683544303, "grad_norm": 0.006537523120641708, "learning_rate": 0.00025693926724370956, "loss": 0.0001, "step": 57 }, { "epoch": 0.18354430379746836, "grad_norm": 0.0067470865324139595, "learning_rate": 0.00025518551764087326, "loss": 0.0001, "step": 58 }, { "epoch": 0.18670886075949367, "grad_norm": 0.007332624401897192, "learning_rate": 0.00025340301136778483, "loss": 0.0001, "step": 59 }, { "epoch": 0.189873417721519, "grad_norm": 10.264739036560059, "learning_rate": 0.00025159223574386114, "loss": 0.051, "step": 60 }, { "epoch": 0.1930379746835443, "grad_norm": 0.002097963122650981, "learning_rate": 0.0002497536858170772, "loss": 0.0, "step": 61 }, { "epoch": 0.1962025316455696, "grad_norm": 0.002509267069399357, "learning_rate": 0.00024788786422862526, "loss": 0.0, "step": 62 }, { "epoch": 0.19936708860759494, "grad_norm": 0.0069679687730968, "learning_rate": 0.00024599528107549745, "loss": 0.0001, "step": 63 }, { "epoch": 0.20253164556962025, "grad_norm": 6.7228193283081055, "learning_rate": 0.00024407645377103054, "loss": 0.0133, "step": 64 }, { "epoch": 0.20569620253164558, "grad_norm": 0.012821373529732227, "learning_rate": 0.00024213190690345018, "loss": 0.0001, "step": 65 }, { "epoch": 0.2088607594936709, "grad_norm": 0.005173238459974527, "learning_rate": 0.00024016217209245374, "loss": 0.0001, "step": 66 }, { "epoch": 0.2120253164556962, "grad_norm": 0.0032975596841424704, "learning_rate": 0.00023816778784387094, "loss": 0.0, "step": 67 }, { "epoch": 0.21518987341772153, "grad_norm": 0.000420216383645311, "learning_rate": 0.0002361492994024415, "loss": 0.0, "step": 68 }, { "epoch": 0.21835443037974683, "grad_norm": 0.0010184341808781028, "learning_rate": 0.0002341072586027509, "loss": 0.0, "step": 69 }, { "epoch": 0.22151898734177214, "grad_norm": 0.0004159672826062888, "learning_rate": 0.00023204222371836405, "loss": 0.0, "step": 70 }, { "epoch": 0.22468354430379747, "grad_norm": 0.00039001807454042137, "learning_rate": 0.00022995475930919905, "loss": 0.0, "step": 71 }, { "epoch": 0.22784810126582278, "grad_norm": 0.00029691364034079015, "learning_rate": 0.00022784543606718227, "loss": 0.0, "step": 72 }, { "epoch": 0.2310126582278481, "grad_norm": 0.01934441365301609, "learning_rate": 0.00022571483066022657, "loss": 0.0, "step": 73 }, { "epoch": 0.23417721518987342, "grad_norm": 0.0179350096732378, "learning_rate": 0.0002235635255745762, "loss": 0.0, "step": 74 }, { "epoch": 0.23734177215189872, "grad_norm": 0.005893515422940254, "learning_rate": 0.00022139210895556104, "loss": 0.0, "step": 75 }, { "epoch": 0.23734177215189872, "eval_loss": 0.0001237610267708078, "eval_runtime": 4.2074, "eval_samples_per_second": 11.884, "eval_steps_per_second": 1.664, "step": 75 }, { "epoch": 0.24050632911392406, "grad_norm": 0.011769886128604412, "learning_rate": 0.00021920117444680317, "loss": 0.0, "step": 76 }, { "epoch": 0.24367088607594936, "grad_norm": 7.769101142883301, "learning_rate": 0.00021699132102792097, "loss": 0.0063, "step": 77 }, { "epoch": 0.2468354430379747, "grad_norm": 0.0002909549803007394, "learning_rate": 0.0002147631528507739, "loss": 0.0, "step": 78 }, { "epoch": 0.25, "grad_norm": 0.00034072331618517637, "learning_rate": 0.00021251727907429355, "loss": 0.0, "step": 79 }, { "epoch": 0.25316455696202533, "grad_norm": 0.000480585265904665, "learning_rate": 0.0002102543136979454, "loss": 0.0, "step": 80 }, { "epoch": 0.2563291139240506, "grad_norm": 0.000765742443036288, "learning_rate": 0.0002079748753938678, "loss": 0.0, "step": 81 }, { "epoch": 0.25949367088607594, "grad_norm": 0.0006269936566241086, "learning_rate": 0.0002056795873377331, "loss": 0.0, "step": 82 }, { "epoch": 0.2626582278481013, "grad_norm": 0.0013830035459250212, "learning_rate": 0.00020336907703837748, "loss": 0.0, "step": 83 }, { "epoch": 0.26582278481012656, "grad_norm": 0.0014289645478129387, "learning_rate": 0.00020104397616624645, "loss": 0.0, "step": 84 }, { "epoch": 0.2689873417721519, "grad_norm": 0.0011403183452785015, "learning_rate": 0.00019870492038070252, "loss": 0.0, "step": 85 }, { "epoch": 0.2721518987341772, "grad_norm": 0.002971477573737502, "learning_rate": 0.0001963525491562421, "loss": 0.0, "step": 86 }, { "epoch": 0.27531645569620256, "grad_norm": 0.002385311061516404, "learning_rate": 0.0001939875056076697, "loss": 0.0, "step": 87 }, { "epoch": 0.27848101265822783, "grad_norm": 0.002337276004254818, "learning_rate": 0.00019161043631427666, "loss": 0.0, "step": 88 }, { "epoch": 0.28164556962025317, "grad_norm": 0.0024681647773832083, "learning_rate": 0.00018922199114307294, "loss": 0.0, "step": 89 }, { "epoch": 0.2848101265822785, "grad_norm": 0.00227755936793983, "learning_rate": 0.00018682282307111987, "loss": 0.0, "step": 90 }, { "epoch": 0.2879746835443038, "grad_norm": 0.002350766211748123, "learning_rate": 0.00018441358800701273, "loss": 0.0, "step": 91 }, { "epoch": 0.2911392405063291, "grad_norm": 0.0026261964812874794, "learning_rate": 0.00018199494461156203, "loss": 0.0, "step": 92 }, { "epoch": 0.29430379746835444, "grad_norm": 0.0026209403295069933, "learning_rate": 0.000179567554117722, "loss": 0.0, "step": 93 }, { "epoch": 0.2974683544303797, "grad_norm": 0.002259510103613138, "learning_rate": 0.00017713208014981648, "loss": 0.0, "step": 94 }, { "epoch": 0.30063291139240506, "grad_norm": 0.0035024185199290514, "learning_rate": 0.00017468918854211007, "loss": 0.0, "step": 95 }, { "epoch": 0.3037974683544304, "grad_norm": 0.0025430647656321526, "learning_rate": 0.00017223954715677627, "loss": 0.0, "step": 96 }, { "epoch": 0.3069620253164557, "grad_norm": 0.004395894706249237, "learning_rate": 0.00016978382570131034, "loss": 0.0, "step": 97 }, { "epoch": 0.310126582278481, "grad_norm": 0.0013291619252413511, "learning_rate": 0.00016732269554543794, "loss": 0.0, "step": 98 }, { "epoch": 0.31329113924050633, "grad_norm": 0.0007702799630351365, "learning_rate": 0.00016485682953756942, "loss": 0.0, "step": 99 }, { "epoch": 0.31645569620253167, "grad_norm": 0.00030097755370661616, "learning_rate": 0.00016238690182084986, "loss": 0.0, "step": 100 }, { "epoch": 0.31645569620253167, "eval_loss": 1.022299602482235e-05, "eval_runtime": 4.2028, "eval_samples_per_second": 11.897, "eval_steps_per_second": 1.666, "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": 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": false }, "attributes": {} } }, "total_flos": 1.576510477565952e+17, "train_batch_size": 8, "trial_name": null, "trial_params": null }