{
  "best_metric": 0.2237541824579239,
  "best_model_checkpoint": "../../models/moe/moe/onlyRouterTrue_aveSVLossFalse_lr5e-03_ralc0.00/checkpoint-13692",
  "epoch": 1.0,
  "eval_steps": 3423,
  "global_step": 13692,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.010005842827928718,
      "grad_norm": 3.4739856719970703,
      "learning_rate": 4.9987649590704944e-05,
      "loss": 0.6176,
      "step": 137
    },
    {
      "epoch": 0.020011685655857436,
      "grad_norm": 2.701633930206299,
      "learning_rate": 4.9950610565428546e-05,
      "loss": 0.5809,
      "step": 274
    },
    {
      "epoch": 0.03001752848378615,
      "grad_norm": 2.7198803424835205,
      "learning_rate": 4.988891951994058e-05,
      "loss": 0.572,
      "step": 411
    },
    {
      "epoch": 0.04002337131171487,
      "grad_norm": 2.594041109085083,
      "learning_rate": 4.9802637407013966e-05,
      "loss": 0.5511,
      "step": 548
    },
    {
      "epoch": 0.05002921413964359,
      "grad_norm": 2.6721420288085938,
      "learning_rate": 4.969184947620146e-05,
      "loss": 0.5502,
      "step": 685
    },
    {
      "epoch": 0.0600350569675723,
      "grad_norm": 2.6376290321350098,
      "learning_rate": 4.9556665189606316e-05,
      "loss": 0.5266,
      "step": 822
    },
    {
      "epoch": 0.07004089979550102,
      "grad_norm": 2.9528913497924805,
      "learning_rate": 4.93972181137301e-05,
      "loss": 0.536,
      "step": 959
    },
    {
      "epoch": 0.08004674262342974,
      "grad_norm": 2.715660810470581,
      "learning_rate": 4.9213665787504655e-05,
      "loss": 0.5056,
      "step": 1096
    },
    {
      "epoch": 0.09005258545135846,
      "grad_norm": 3.309116840362549,
      "learning_rate": 4.900618956663845e-05,
      "loss": 0.5124,
      "step": 1233
    },
    {
      "epoch": 0.10005842827928718,
      "grad_norm": 2.226123332977295,
      "learning_rate": 4.877499444443122e-05,
      "loss": 0.5199,
      "step": 1370
    },
    {
      "epoch": 0.1100642711072159,
      "grad_norm": 3.922006130218506,
      "learning_rate": 4.852030884923388e-05,
      "loss": 0.4957,
      "step": 1507
    },
    {
      "epoch": 0.1200701139351446,
      "grad_norm": 3.2229082584381104,
      "learning_rate": 4.82423844187538e-05,
      "loss": 0.4864,
      "step": 1644
    },
    {
      "epoch": 0.13007595676307332,
      "grad_norm": 1.936515212059021,
      "learning_rate": 4.7941495751428536e-05,
      "loss": 0.4653,
      "step": 1781
    },
    {
      "epoch": 0.14008179959100203,
      "grad_norm": 2.966193199157715,
      "learning_rate": 4.7617940135113606e-05,
      "loss": 0.4722,
      "step": 1918
    },
    {
      "epoch": 0.15008764241893077,
      "grad_norm": 3.2486863136291504,
      "learning_rate": 4.7272037253352276e-05,
      "loss": 0.4477,
      "step": 2055
    },
    {
      "epoch": 0.16009348524685948,
      "grad_norm": 2.4895386695861816,
      "learning_rate": 4.690412886951786e-05,
      "loss": 0.4657,
      "step": 2192
    },
    {
      "epoch": 0.1700993280747882,
      "grad_norm": 2.049923896789551,
      "learning_rate": 4.651457848914021e-05,
      "loss": 0.4538,
      "step": 2329
    },
    {
      "epoch": 0.1801051709027169,
      "grad_norm": 2.0172815322875977,
      "learning_rate": 4.610377100075045e-05,
      "loss": 0.4317,
      "step": 2466
    },
    {
      "epoch": 0.19011101373064562,
      "grad_norm": 2.2022132873535156,
      "learning_rate": 4.5672112295598404e-05,
      "loss": 0.4336,
      "step": 2603
    },
    {
      "epoch": 0.20011685655857436,
      "grad_norm": 4.102416038513184,
      "learning_rate": 4.5220028866618837e-05,
      "loss": 0.4226,
      "step": 2740
    },
    {
      "epoch": 0.21012269938650308,
      "grad_norm": 2.130418539047241,
      "learning_rate": 4.4747967387042424e-05,
      "loss": 0.4242,
      "step": 2877
    },
    {
      "epoch": 0.2201285422144318,
      "grad_norm": 2.399773120880127,
      "learning_rate": 4.4256394269067967e-05,
      "loss": 0.4097,
      "step": 3014
    },
    {
      "epoch": 0.2301343850423605,
      "grad_norm": 1.86017644405365,
      "learning_rate": 4.3745795203031904e-05,
      "loss": 0.4034,
      "step": 3151
    },
    {
      "epoch": 0.2401402278702892,
      "grad_norm": 1.667731761932373,
      "learning_rate": 4.321667467753034e-05,
      "loss": 0.4108,
      "step": 3288
    },
    {
      "epoch": 0.25,
      "eval_loss": 0.48173779249191284,
      "eval_runtime": 367.5367,
      "eval_samples_per_second": 31.393,
      "eval_steps_per_second": 7.85,
      "step": 3423
    },
    {
      "epoch": 0.2501460706982179,
      "grad_norm": 5.194522857666016,
      "learning_rate": 4.2669555480967783e-05,
      "loss": 0.3973,
      "step": 3425
    },
    {
      "epoch": 0.26015191352614664,
      "grad_norm": 2.7280290126800537,
      "learning_rate": 4.210497818502509e-05,
      "loss": 0.409,
      "step": 3562
    },
    {
      "epoch": 0.27015775635407535,
      "grad_norm": 2.3584136962890625,
      "learning_rate": 4.152350061055695e-05,
      "loss": 0.3855,
      "step": 3699
    },
    {
      "epoch": 0.28016359918200406,
      "grad_norm": 3.4275765419006348,
      "learning_rate": 4.092569727644661e-05,
      "loss": 0.4029,
      "step": 3836
    },
    {
      "epoch": 0.29016944200993283,
      "grad_norm": 2.14209246635437,
      "learning_rate": 4.031215883196239e-05,
      "loss": 0.3836,
      "step": 3973
    },
    {
      "epoch": 0.30017528483786154,
      "grad_norm": 2.825669288635254,
      "learning_rate": 3.968349147317693e-05,
      "loss": 0.3842,
      "step": 4110
    },
    {
      "epoch": 0.31018112766579026,
      "grad_norm": 2.3074870109558105,
      "learning_rate": 3.904031634402552e-05,
      "loss": 0.3601,
      "step": 4247
    },
    {
      "epoch": 0.32018697049371897,
      "grad_norm": 2.8916587829589844,
      "learning_rate": 3.838326892259564e-05,
      "loss": 0.38,
      "step": 4384
    },
    {
      "epoch": 0.3301928133216477,
      "grad_norm": 1.9778506755828857,
      "learning_rate": 3.7712998393253786e-05,
      "loss": 0.3611,
      "step": 4521
    },
    {
      "epoch": 0.3401986561495764,
      "grad_norm": 2.735363721847534,
      "learning_rate": 3.703016700522999e-05,
      "loss": 0.3653,
      "step": 4658
    },
    {
      "epoch": 0.3502044989775051,
      "grad_norm": 3.4953627586364746,
      "learning_rate": 3.6335449418293985e-05,
      "loss": 0.3754,
      "step": 4795
    },
    {
      "epoch": 0.3602103418054338,
      "grad_norm": 4.839205265045166,
      "learning_rate": 3.562953203616925e-05,
      "loss": 0.3468,
      "step": 4932
    },
    {
      "epoch": 0.37021618463336253,
      "grad_norm": 2.1916751861572266,
      "learning_rate": 3.491311232834357e-05,
      "loss": 0.3524,
      "step": 5069
    },
    {
      "epoch": 0.38022202746129125,
      "grad_norm": 3.1856038570404053,
      "learning_rate": 3.418689814094646e-05,
      "loss": 0.3501,
      "step": 5206
    },
    {
      "epoch": 0.39022787028921996,
      "grad_norm": 1.9597059488296509,
      "learning_rate": 3.345160699737394e-05,
      "loss": 0.3474,
      "step": 5343
    },
    {
      "epoch": 0.4002337131171487,
      "grad_norm": 2.523240566253662,
      "learning_rate": 3.2707965389351925e-05,
      "loss": 0.3355,
      "step": 5480
    },
    {
      "epoch": 0.41023955594507744,
      "grad_norm": 16.007722854614258,
      "learning_rate": 3.195670805913866e-05,
      "loss": 0.3285,
      "step": 5617
    },
    {
      "epoch": 0.42024539877300615,
      "grad_norm": 4.493948936462402,
      "learning_rate": 3.119857727357527e-05,
      "loss": 0.3232,
      "step": 5754
    },
    {
      "epoch": 0.43025124160093486,
      "grad_norm": 3.0784451961517334,
      "learning_rate": 3.0434322090701827e-05,
      "loss": 0.3264,
      "step": 5891
    },
    {
      "epoch": 0.4402570844288636,
      "grad_norm": 2.9652538299560547,
      "learning_rate": 2.9664697619663472e-05,
      "loss": 0.3147,
      "step": 6028
    },
    {
      "epoch": 0.4502629272567923,
      "grad_norm": 2.1190903186798096,
      "learning_rate": 2.8890464274637876e-05,
      "loss": 0.3096,
      "step": 6165
    },
    {
      "epoch": 0.460268770084721,
      "grad_norm": 7.0982985496521,
      "learning_rate": 2.8112387023521115e-05,
      "loss": 0.2968,
      "step": 6302
    },
    {
      "epoch": 0.4702746129126497,
      "grad_norm": 1.3744592666625977,
      "learning_rate": 2.733123463211434e-05,
      "loss": 0.3036,
      "step": 6439
    },
    {
      "epoch": 0.4802804557405784,
      "grad_norm": 1.526167631149292,
      "learning_rate": 2.6547778904558018e-05,
      "loss": 0.3069,
      "step": 6576
    },
    {
      "epoch": 0.49028629856850714,
      "grad_norm": 1.452222466468811,
      "learning_rate": 2.5762793920764124e-05,
      "loss": 0.2992,
      "step": 6713
    },
    {
      "epoch": 0.5,
      "eval_loss": 0.3556436002254486,
      "eval_runtime": 367.6162,
      "eval_samples_per_second": 31.386,
      "eval_steps_per_second": 7.848,
      "step": 6846
    },
    {
      "epoch": 0.5002921413964359,
      "grad_norm": 2.3508574962615967,
      "learning_rate": 2.4977055271599893e-05,
      "loss": 0.2923,
      "step": 6850
    },
    {
      "epoch": 0.5102979842243646,
      "grad_norm": 2.161405324935913,
      "learning_rate": 2.4191339292578617e-05,
      "loss": 0.2866,
      "step": 6987
    },
    {
      "epoch": 0.5203038270522933,
      "grad_norm": 1.180467963218689,
      "learning_rate": 2.340642229681474e-05,
      "loss": 0.2874,
      "step": 7124
    },
    {
      "epoch": 0.530309669880222,
      "grad_norm": 2.1960806846618652,
      "learning_rate": 2.262307980800109e-05,
      "loss": 0.2649,
      "step": 7261
    },
    {
      "epoch": 0.5403155127081507,
      "grad_norm": 1.662766933441162,
      "learning_rate": 2.1842085794166068e-05,
      "loss": 0.268,
      "step": 7398
    },
    {
      "epoch": 0.5503213555360794,
      "grad_norm": 1.6623494625091553,
      "learning_rate": 2.1064211902967904e-05,
      "loss": 0.2538,
      "step": 7535
    },
    {
      "epoch": 0.5603271983640081,
      "grad_norm": 1.6007744073867798,
      "learning_rate": 2.02902266992815e-05,
      "loss": 0.2654,
      "step": 7672
    },
    {
      "epoch": 0.570333041191937,
      "grad_norm": 2.0483551025390625,
      "learning_rate": 1.9520894905831154e-05,
      "loss": 0.2567,
      "step": 7809
    },
    {
      "epoch": 0.5803388840198657,
      "grad_norm": 1.1370702981948853,
      "learning_rate": 1.8756976647619502e-05,
      "loss": 0.2558,
      "step": 7946
    },
    {
      "epoch": 0.5903447268477944,
      "grad_norm": 1.3925893306732178,
      "learning_rate": 1.7999226700899093e-05,
      "loss": 0.239,
      "step": 8083
    },
    {
      "epoch": 0.6003505696757231,
      "grad_norm": 1.1552609205245972,
      "learning_rate": 1.7248393747428747e-05,
      "loss": 0.2389,
      "step": 8220
    },
    {
      "epoch": 0.6103564125036518,
      "grad_norm": 1.9827595949172974,
      "learning_rate": 1.6505219634751472e-05,
      "loss": 0.2439,
      "step": 8357
    },
    {
      "epoch": 0.6203622553315805,
      "grad_norm": 1.7899774312973022,
      "learning_rate": 1.5770438643224794e-05,
      "loss": 0.2471,
      "step": 8494
    },
    {
      "epoch": 0.6303680981595092,
      "grad_norm": 1.239159345626831,
      "learning_rate": 1.5044776760527727e-05,
      "loss": 0.2329,
      "step": 8631
    },
    {
      "epoch": 0.6403739409874379,
      "grad_norm": 1.22818922996521,
      "learning_rate": 1.4328950964361143e-05,
      "loss": 0.2316,
      "step": 8768
    },
    {
      "epoch": 0.6503797838153667,
      "grad_norm": 1.210986614227295,
      "learning_rate": 1.3623668514050391e-05,
      "loss": 0.2221,
      "step": 8905
    },
    {
      "epoch": 0.6603856266432954,
      "grad_norm": 3.446089506149292,
      "learning_rate": 1.2929626251749854e-05,
      "loss": 0.2269,
      "step": 9042
    },
    {
      "epoch": 0.6703914694712241,
      "grad_norm": 2.4413158893585205,
      "learning_rate": 1.2247509913940128e-05,
      "loss": 0.2209,
      "step": 9179
    },
    {
      "epoch": 0.6803973122991528,
      "grad_norm": 1.9606636762619019,
      "learning_rate": 1.1577993453897933e-05,
      "loss": 0.221,
      "step": 9316
    },
    {
      "epoch": 0.6904031551270815,
      "grad_norm": 0.8826603293418884,
      "learning_rate": 1.0921738375808166e-05,
      "loss": 0.2041,
      "step": 9453
    },
    {
      "epoch": 0.7004089979550102,
      "grad_norm": 1.2856823205947876,
      "learning_rate": 1.0279393081176122e-05,
      "loss": 0.2022,
      "step": 9590
    },
    {
      "epoch": 0.7104148407829389,
      "grad_norm": 0.5094468593597412,
      "learning_rate": 9.651592228185622e-06,
      "loss": 0.2023,
      "step": 9727
    },
    {
      "epoch": 0.7204206836108676,
      "grad_norm": 1.4797954559326172,
      "learning_rate": 9.038956104635871e-06,
      "loss": 0.1961,
      "step": 9864
    },
    {
      "epoch": 0.7304265264387964,
      "grad_norm": 1.850120186805725,
      "learning_rate": 8.442090015076842e-06,
      "loss": 0.2063,
      "step": 10001
    },
    {
      "epoch": 0.7404323692667251,
      "grad_norm": 1.438025712966919,
      "learning_rate": 7.861583682748586e-06,
      "loss": 0.1903,
      "step": 10138
    },
    {
      "epoch": 0.75,
      "eval_loss": 0.254038542509079,
      "eval_runtime": 367.4989,
      "eval_samples_per_second": 31.396,
      "eval_steps_per_second": 7.85,
      "step": 10269
    },
    {
      "epoch": 0.7504382120946538,
      "grad_norm": 1.2179102897644043,
      "learning_rate": 7.298010666915303e-06,
      "loss": 0.1885,
      "step": 10275
    },
    {
      "epoch": 0.7604440549225825,
      "grad_norm": 1.099284291267395,
      "learning_rate": 6.751927796170044e-06,
      "loss": 0.2005,
      "step": 10412
    },
    {
      "epoch": 0.7704498977505112,
      "grad_norm": 1.2008761167526245,
      "learning_rate": 6.2238746182698375e-06,
      "loss": 0.1702,
      "step": 10549
    },
    {
      "epoch": 0.7804557405784399,
      "grad_norm": 1.5368109941482544,
      "learning_rate": 5.7143728670448095e-06,
      "loss": 0.1947,
      "step": 10686
    },
    {
      "epoch": 0.7904615834063686,
      "grad_norm": 1.0241951942443848,
      "learning_rate": 5.223925946908093e-06,
      "loss": 0.1809,
      "step": 10823
    },
    {
      "epoch": 0.8004674262342975,
      "grad_norm": 1.369369387626648,
      "learning_rate": 4.7530184354757675e-06,
      "loss": 0.1889,
      "step": 10960
    },
    {
      "epoch": 0.8104732690622262,
      "grad_norm": 0.7070077061653137,
      "learning_rate": 4.30211560478837e-06,
      "loss": 0.1796,
      "step": 11097
    },
    {
      "epoch": 0.8204791118901549,
      "grad_norm": 1.7389978170394897,
      "learning_rate": 3.871662961606784e-06,
      "loss": 0.1843,
      "step": 11234
    },
    {
      "epoch": 0.8304849547180836,
      "grad_norm": 0.9540761709213257,
      "learning_rate": 3.4620858072370504e-06,
      "loss": 0.1764,
      "step": 11371
    },
    {
      "epoch": 0.8404907975460123,
      "grad_norm": 1.6178034543991089,
      "learning_rate": 3.073788817318707e-06,
      "loss": 0.1785,
      "step": 11508
    },
    {
      "epoch": 0.850496640373941,
      "grad_norm": 1.0763949155807495,
      "learning_rate": 2.7071556419920514e-06,
      "loss": 0.1715,
      "step": 11645
    },
    {
      "epoch": 0.8605024832018697,
      "grad_norm": 1.0416216850280762,
      "learning_rate": 2.3625485268391893e-06,
      "loss": 0.1609,
      "step": 11782
    },
    {
      "epoch": 0.8705083260297984,
      "grad_norm": 1.1292046308517456,
      "learning_rate": 2.040307954973572e-06,
      "loss": 0.1739,
      "step": 11919
    },
    {
      "epoch": 0.8805141688577272,
      "grad_norm": 1.6674988269805908,
      "learning_rate": 1.7407523106315244e-06,
      "loss": 0.155,
      "step": 12056
    },
    {
      "epoch": 0.8905200116856559,
      "grad_norm": 0.8487703800201416,
      "learning_rate": 1.4641775645981849e-06,
      "loss": 0.1687,
      "step": 12193
    },
    {
      "epoch": 0.9005258545135846,
      "grad_norm": 0.9765934944152832,
      "learning_rate": 1.210856981778688e-06,
      "loss": 0.1561,
      "step": 12330
    },
    {
      "epoch": 0.9105316973415133,
      "grad_norm": 0.9121004343032837,
      "learning_rate": 9.810408512034908e-07,
      "loss": 0.1621,
      "step": 12467
    },
    {
      "epoch": 0.920537540169442,
      "grad_norm": 1.1236246824264526,
      "learning_rate": 7.749562387346088e-07,
      "loss": 0.1749,
      "step": 12604
    },
    {
      "epoch": 0.9305433829973707,
      "grad_norm": 1.0239607095718384,
      "learning_rate": 5.928067627171158e-07,
      "loss": 0.165,
      "step": 12741
    },
    {
      "epoch": 0.9405492258252994,
      "grad_norm": 1.127655029296875,
      "learning_rate": 4.347723927975417e-07,
      "loss": 0.1662,
      "step": 12878
    },
    {
      "epoch": 0.9505550686532281,
      "grad_norm": 0.9149182438850403,
      "learning_rate": 3.01009272107991e-07,
      "loss": 0.164,
      "step": 13015
    },
    {
      "epoch": 0.9605609114811569,
      "grad_norm": 1.0919889211654663,
      "learning_rate": 1.9164956299158322e-07,
      "loss": 0.1723,
      "step": 13152
    },
    {
      "epoch": 0.9705667543090856,
      "grad_norm": 2.5338237285614014,
      "learning_rate": 1.0680131642176183e-07,
      "loss": 0.1584,
      "step": 13289
    },
    {
      "epoch": 0.9805725971370143,
      "grad_norm": 0.7331089377403259,
      "learning_rate": 4.6548365244375446e-08,
      "loss": 0.17,
      "step": 13426
    },
    {
      "epoch": 0.990578439964943,
      "grad_norm": 1.282274603843689,
      "learning_rate": 1.0950241348084422e-08,
      "loss": 0.1564,
      "step": 13563
    },
    {
      "epoch": 1.0,
      "eval_loss": 0.2237541824579239,
      "eval_runtime": 366.8443,
      "eval_samples_per_second": 31.452,
      "eval_steps_per_second": 7.864,
      "step": 13692
    },
    {
      "epoch": 1.0,
      "step": 13692,
      "total_flos": 2.405329205216464e+19,
      "train_loss": 0.3085681435799271,
      "train_runtime": 41531.0913,
      "train_samples_per_second": 2.637,
      "train_steps_per_second": 0.33
    }
  ],
  "logging_steps": 137,
  "max_steps": 13692,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 1,
  "save_steps": 3423,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 2.405329205216464e+19,
  "train_batch_size": 2,
  "trial_name": null,
  "trial_params": null
}