Qwen2.5-1.5B-Open-R1-Distill / trainer_state.json
zean's picture
Model save
4e1e5e6 verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.9999074845036544,
"eval_steps": 100,
"global_step": 1351,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.003700619853825516,
"grad_norm": 6.406365314676644,
"learning_rate": 7.352941176470589e-07,
"loss": 1.3566,
"mean_token_accuracy": 0.6660232350230217,
"step": 5
},
{
"epoch": 0.007401239707651032,
"grad_norm": 6.123712399933804,
"learning_rate": 1.4705882352941177e-06,
"loss": 1.3913,
"mean_token_accuracy": 0.6558953940868377,
"step": 10
},
{
"epoch": 0.011101859561476548,
"grad_norm": 5.275448607027431,
"learning_rate": 2.2058823529411767e-06,
"loss": 1.3404,
"mean_token_accuracy": 0.6668361470103263,
"step": 15
},
{
"epoch": 0.014802479415302064,
"grad_norm": 3.222168252214971,
"learning_rate": 2.9411764705882355e-06,
"loss": 1.2979,
"mean_token_accuracy": 0.6731562301516533,
"step": 20
},
{
"epoch": 0.01850309926912758,
"grad_norm": 2.304245354229246,
"learning_rate": 3.6764705882352946e-06,
"loss": 1.2317,
"mean_token_accuracy": 0.6820817664265633,
"step": 25
},
{
"epoch": 0.022203719122953096,
"grad_norm": 2.2635687771667734,
"learning_rate": 4.411764705882353e-06,
"loss": 1.19,
"mean_token_accuracy": 0.6874127045273781,
"step": 30
},
{
"epoch": 0.025904338976778612,
"grad_norm": 1.6106011837583105,
"learning_rate": 5.147058823529411e-06,
"loss": 1.1346,
"mean_token_accuracy": 0.6967306867241859,
"step": 35
},
{
"epoch": 0.029604958830604128,
"grad_norm": 1.2780962221463628,
"learning_rate": 5.882352941176471e-06,
"loss": 1.0694,
"mean_token_accuracy": 0.7095885664224625,
"step": 40
},
{
"epoch": 0.03330557868442964,
"grad_norm": 1.637550942271707,
"learning_rate": 6.61764705882353e-06,
"loss": 1.056,
"mean_token_accuracy": 0.7120530039072037,
"step": 45
},
{
"epoch": 0.03700619853825516,
"grad_norm": 1.2301760518659035,
"learning_rate": 7.352941176470589e-06,
"loss": 1.03,
"mean_token_accuracy": 0.7162090480327606,
"step": 50
},
{
"epoch": 0.04070681839208067,
"grad_norm": 0.9170716667796568,
"learning_rate": 8.088235294117648e-06,
"loss": 1.0283,
"mean_token_accuracy": 0.7158895432949066,
"step": 55
},
{
"epoch": 0.04440743824590619,
"grad_norm": 1.0543932075765083,
"learning_rate": 8.823529411764707e-06,
"loss": 0.9877,
"mean_token_accuracy": 0.7251855596899986,
"step": 60
},
{
"epoch": 0.048108058099731704,
"grad_norm": 0.9843413417015394,
"learning_rate": 9.558823529411766e-06,
"loss": 0.9974,
"mean_token_accuracy": 0.7208766683936119,
"step": 65
},
{
"epoch": 0.051808677953557224,
"grad_norm": 0.9511465656581665,
"learning_rate": 1.0294117647058823e-05,
"loss": 0.9924,
"mean_token_accuracy": 0.7231188163161277,
"step": 70
},
{
"epoch": 0.055509297807382736,
"grad_norm": 2.825049696114851,
"learning_rate": 1.1029411764705885e-05,
"loss": 0.9782,
"mean_token_accuracy": 0.7259459629654884,
"step": 75
},
{
"epoch": 0.059209917661208256,
"grad_norm": 0.938362593121529,
"learning_rate": 1.1764705882352942e-05,
"loss": 0.9686,
"mean_token_accuracy": 0.7275517180562019,
"step": 80
},
{
"epoch": 0.06291053751503377,
"grad_norm": 0.9202800308554298,
"learning_rate": 1.25e-05,
"loss": 0.9794,
"mean_token_accuracy": 0.7241677865386009,
"step": 85
},
{
"epoch": 0.06661115736885928,
"grad_norm": 0.9332127502056355,
"learning_rate": 1.323529411764706e-05,
"loss": 0.9497,
"mean_token_accuracy": 0.731817427277565,
"step": 90
},
{
"epoch": 0.0703117772226848,
"grad_norm": 1.0837119699847717,
"learning_rate": 1.3970588235294118e-05,
"loss": 0.9852,
"mean_token_accuracy": 0.7222246199846267,
"step": 95
},
{
"epoch": 0.07401239707651032,
"grad_norm": 0.8948953129317817,
"learning_rate": 1.4705882352941179e-05,
"loss": 0.9463,
"mean_token_accuracy": 0.7313005596399307,
"step": 100
},
{
"epoch": 0.07401239707651032,
"eval_loss": 0.9788710474967957,
"eval_mean_token_accuracy": 0.7260306134368434,
"eval_runtime": 24.5669,
"eval_samples_per_second": 20.882,
"eval_steps_per_second": 1.343,
"step": 100
},
{
"epoch": 0.07771301693033583,
"grad_norm": 0.9653033723452836,
"learning_rate": 1.5441176470588237e-05,
"loss": 0.9696,
"mean_token_accuracy": 0.7255482524633408,
"step": 105
},
{
"epoch": 0.08141363678416134,
"grad_norm": 0.9349548842470216,
"learning_rate": 1.6176470588235296e-05,
"loss": 0.9722,
"mean_token_accuracy": 0.7248646602034569,
"step": 110
},
{
"epoch": 0.08511425663798686,
"grad_norm": 0.8956374335067367,
"learning_rate": 1.6911764705882355e-05,
"loss": 0.9591,
"mean_token_accuracy": 0.7272942900657654,
"step": 115
},
{
"epoch": 0.08881487649181238,
"grad_norm": 0.9788467585120308,
"learning_rate": 1.7647058823529414e-05,
"loss": 0.9363,
"mean_token_accuracy": 0.7335584476590157,
"step": 120
},
{
"epoch": 0.0925154963456379,
"grad_norm": 0.9134626099519884,
"learning_rate": 1.8382352941176472e-05,
"loss": 0.9276,
"mean_token_accuracy": 0.7360474243760109,
"step": 125
},
{
"epoch": 0.09621611619946341,
"grad_norm": 0.9753561569488689,
"learning_rate": 1.911764705882353e-05,
"loss": 0.9263,
"mean_token_accuracy": 0.7367036134004593,
"step": 130
},
{
"epoch": 0.09991673605328892,
"grad_norm": 0.9447239853385726,
"learning_rate": 1.985294117647059e-05,
"loss": 0.9358,
"mean_token_accuracy": 0.7343964487314224,
"step": 135
},
{
"epoch": 0.10361735590711445,
"grad_norm": 0.9093049891627352,
"learning_rate": 1.9999465148392906e-05,
"loss": 0.9199,
"mean_token_accuracy": 0.7370649874210358,
"step": 140
},
{
"epoch": 0.10731797576093996,
"grad_norm": 0.9478337858776447,
"learning_rate": 1.999729241179462e-05,
"loss": 0.9378,
"mean_token_accuracy": 0.7336751863360405,
"step": 145
},
{
"epoch": 0.11101859561476547,
"grad_norm": 0.8569290211164649,
"learning_rate": 1.999344872485215e-05,
"loss": 0.9038,
"mean_token_accuracy": 0.7422620430588722,
"step": 150
},
{
"epoch": 0.11471921546859098,
"grad_norm": 1.036972518186118,
"learning_rate": 1.9987934730000457e-05,
"loss": 0.9031,
"mean_token_accuracy": 0.741059948503971,
"step": 155
},
{
"epoch": 0.11841983532241651,
"grad_norm": 0.951663289147615,
"learning_rate": 1.998075134885022e-05,
"loss": 0.9171,
"mean_token_accuracy": 0.7384189561009407,
"step": 160
},
{
"epoch": 0.12212045517624202,
"grad_norm": 0.8919119572868265,
"learning_rate": 1.9971899782033853e-05,
"loss": 0.9378,
"mean_token_accuracy": 0.7339910715818405,
"step": 165
},
{
"epoch": 0.12582107503006754,
"grad_norm": 0.9627820867919544,
"learning_rate": 1.9961381509004785e-05,
"loss": 0.9548,
"mean_token_accuracy": 0.7276575401425361,
"step": 170
},
{
"epoch": 0.12952169488389306,
"grad_norm": 1.0867703495663577,
"learning_rate": 1.9949198287790215e-05,
"loss": 0.8957,
"mean_token_accuracy": 0.7430507227778435,
"step": 175
},
{
"epoch": 0.13322231473771856,
"grad_norm": 0.9434565750923781,
"learning_rate": 1.9935352154697257e-05,
"loss": 0.9326,
"mean_token_accuracy": 0.7323492169380188,
"step": 180
},
{
"epoch": 0.1369229345915441,
"grad_norm": 0.9338703985952416,
"learning_rate": 1.9919845423972603e-05,
"loss": 0.9152,
"mean_token_accuracy": 0.7383304908871651,
"step": 185
},
{
"epoch": 0.1406235544453696,
"grad_norm": 0.8449751394948155,
"learning_rate": 1.9902680687415704e-05,
"loss": 0.9115,
"mean_token_accuracy": 0.7386730879545211,
"step": 190
},
{
"epoch": 0.1443241742991951,
"grad_norm": 0.9634477921697367,
"learning_rate": 1.9883860813945596e-05,
"loss": 0.9472,
"mean_token_accuracy": 0.7278202414512634,
"step": 195
},
{
"epoch": 0.14802479415302064,
"grad_norm": 0.8797771752554515,
"learning_rate": 1.986338894912137e-05,
"loss": 0.9133,
"mean_token_accuracy": 0.7370981857180595,
"step": 200
},
{
"epoch": 0.14802479415302064,
"eval_loss": 0.9444138407707214,
"eval_mean_token_accuracy": 0.7318792343139648,
"eval_runtime": 24.471,
"eval_samples_per_second": 20.964,
"eval_steps_per_second": 1.349,
"step": 200
},
{
"epoch": 0.15172541400684614,
"grad_norm": 0.9730130557080766,
"learning_rate": 1.9841268514616434e-05,
"loss": 0.9072,
"mean_token_accuracy": 0.7391636997461319,
"step": 205
},
{
"epoch": 0.15542603386067166,
"grad_norm": 0.9307244607734099,
"learning_rate": 1.9817503207646606e-05,
"loss": 0.9083,
"mean_token_accuracy": 0.7380757689476013,
"step": 210
},
{
"epoch": 0.1591266537144972,
"grad_norm": 0.8802319735889644,
"learning_rate": 1.979209700035216e-05,
"loss": 0.9354,
"mean_token_accuracy": 0.7329269647598267,
"step": 215
},
{
"epoch": 0.1628272735683227,
"grad_norm": 0.8725363780112383,
"learning_rate": 1.976505413913393e-05,
"loss": 0.9128,
"mean_token_accuracy": 0.7383672297000885,
"step": 220
},
{
"epoch": 0.16652789342214822,
"grad_norm": 0.903336658421562,
"learning_rate": 1.9736379143943565e-05,
"loss": 0.9385,
"mean_token_accuracy": 0.7308298230171204,
"step": 225
},
{
"epoch": 0.17022851327597371,
"grad_norm": 0.8621415714119711,
"learning_rate": 1.9706076807528044e-05,
"loss": 0.9239,
"mean_token_accuracy": 0.7339740186929703,
"step": 230
},
{
"epoch": 0.17392913312979924,
"grad_norm": 0.9079088453730583,
"learning_rate": 1.967415219462864e-05,
"loss": 0.9217,
"mean_token_accuracy": 0.7344419181346893,
"step": 235
},
{
"epoch": 0.17762975298362477,
"grad_norm": 0.8253363960767214,
"learning_rate": 1.9640610641134383e-05,
"loss": 0.9103,
"mean_token_accuracy": 0.7382244557142258,
"step": 240
},
{
"epoch": 0.18133037283745027,
"grad_norm": 0.934084069747635,
"learning_rate": 1.9605457753190224e-05,
"loss": 0.9152,
"mean_token_accuracy": 0.7362594842910767,
"step": 245
},
{
"epoch": 0.1850309926912758,
"grad_norm": 0.8995132563871583,
"learning_rate": 1.9568699406260016e-05,
"loss": 0.931,
"mean_token_accuracy": 0.7331584557890892,
"step": 250
},
{
"epoch": 0.18873161254510132,
"grad_norm": 0.8420380152677727,
"learning_rate": 1.953034174414449e-05,
"loss": 0.8976,
"mean_token_accuracy": 0.7409126415848732,
"step": 255
},
{
"epoch": 0.19243223239892682,
"grad_norm": 0.8794392938382097,
"learning_rate": 1.9490391177954383e-05,
"loss": 0.8971,
"mean_token_accuracy": 0.7426333785057068,
"step": 260
},
{
"epoch": 0.19613285225275234,
"grad_norm": 0.871108034639782,
"learning_rate": 1.944885438503888e-05,
"loss": 0.9153,
"mean_token_accuracy": 0.7366316050291062,
"step": 265
},
{
"epoch": 0.19983347210657784,
"grad_norm": 0.8826333710088322,
"learning_rate": 1.9405738307869565e-05,
"loss": 0.9093,
"mean_token_accuracy": 0.7374404519796371,
"step": 270
},
{
"epoch": 0.20353409196040337,
"grad_norm": 0.9186513628105667,
"learning_rate": 1.936105015288003e-05,
"loss": 0.9206,
"mean_token_accuracy": 0.7328536227345467,
"step": 275
},
{
"epoch": 0.2072347118142289,
"grad_norm": 0.892096099101671,
"learning_rate": 1.9314797389261426e-05,
"loss": 0.9193,
"mean_token_accuracy": 0.7348861888051033,
"step": 280
},
{
"epoch": 0.2109353316680544,
"grad_norm": 0.8240507326046963,
"learning_rate": 1.9266987747714036e-05,
"loss": 0.897,
"mean_token_accuracy": 0.7411905080080032,
"step": 285
},
{
"epoch": 0.21463595152187992,
"grad_norm": 0.867466389731865,
"learning_rate": 1.9217629219155172e-05,
"loss": 0.9087,
"mean_token_accuracy": 0.7377493485808373,
"step": 290
},
{
"epoch": 0.21833657137570542,
"grad_norm": 0.8533932703930674,
"learning_rate": 1.916673005338357e-05,
"loss": 0.8899,
"mean_token_accuracy": 0.7420720800757408,
"step": 295
},
{
"epoch": 0.22203719122953094,
"grad_norm": 0.8385314803046641,
"learning_rate": 1.9114298757700508e-05,
"loss": 0.9295,
"mean_token_accuracy": 0.7315363213419914,
"step": 300
},
{
"epoch": 0.22203719122953094,
"eval_loss": 0.9261447191238403,
"eval_mean_token_accuracy": 0.7356406341899525,
"eval_runtime": 24.4594,
"eval_samples_per_second": 20.974,
"eval_steps_per_second": 1.349,
"step": 300
},
{
"epoch": 0.22573781108335647,
"grad_norm": 0.8344167353514693,
"learning_rate": 1.9060344095487916e-05,
"loss": 0.9021,
"mean_token_accuracy": 0.7388954728841781,
"step": 305
},
{
"epoch": 0.22943843093718197,
"grad_norm": 0.8166938367608658,
"learning_rate": 1.9004875084743624e-05,
"loss": 0.8745,
"mean_token_accuracy": 0.7464573740959167,
"step": 310
},
{
"epoch": 0.2331390507910075,
"grad_norm": 0.8583610850262193,
"learning_rate": 1.8947900996574133e-05,
"loss": 0.8906,
"mean_token_accuracy": 0.7421576008200645,
"step": 315
},
{
"epoch": 0.23683967064483302,
"grad_norm": 0.85619616919622,
"learning_rate": 1.8889431353645004e-05,
"loss": 0.9083,
"mean_token_accuracy": 0.7389416947960854,
"step": 320
},
{
"epoch": 0.24054029049865852,
"grad_norm": 0.95321268460484,
"learning_rate": 1.8829475928589272e-05,
"loss": 0.9037,
"mean_token_accuracy": 0.7408745899796486,
"step": 325
},
{
"epoch": 0.24424091035248405,
"grad_norm": 0.9192097687099984,
"learning_rate": 1.8768044742374008e-05,
"loss": 0.8844,
"mean_token_accuracy": 0.7437578573822975,
"step": 330
},
{
"epoch": 0.24794153020630955,
"grad_norm": 0.8224814882376746,
"learning_rate": 1.870514806262544e-05,
"loss": 0.8793,
"mean_token_accuracy": 0.7451973140239716,
"step": 335
},
{
"epoch": 0.2516421500601351,
"grad_norm": 0.8277417287111005,
"learning_rate": 1.8640796401912805e-05,
"loss": 0.8937,
"mean_token_accuracy": 0.7406307712197304,
"step": 340
},
{
"epoch": 0.2553427699139606,
"grad_norm": 0.8459764358981483,
"learning_rate": 1.8575000515991283e-05,
"loss": 0.8979,
"mean_token_accuracy": 0.7395652890205383,
"step": 345
},
{
"epoch": 0.2590433897677861,
"grad_norm": 0.8033711981121063,
"learning_rate": 1.850777140200427e-05,
"loss": 0.8813,
"mean_token_accuracy": 0.7449199944734574,
"step": 350
},
{
"epoch": 0.2627440096216116,
"grad_norm": 0.7910864449390781,
"learning_rate": 1.843912029664531e-05,
"loss": 0.8965,
"mean_token_accuracy": 0.7398232161998749,
"step": 355
},
{
"epoch": 0.2664446294754371,
"grad_norm": 0.8451406694855826,
"learning_rate": 1.8369058674280004e-05,
"loss": 0.8943,
"mean_token_accuracy": 0.7411910384893418,
"step": 360
},
{
"epoch": 0.27014524932926265,
"grad_norm": 0.8333682523549819,
"learning_rate": 1.8297598245028173e-05,
"loss": 0.9132,
"mean_token_accuracy": 0.7367936804890632,
"step": 365
},
{
"epoch": 0.2738458691830882,
"grad_norm": 0.8175542933467003,
"learning_rate": 1.8224750952806626e-05,
"loss": 0.8769,
"mean_token_accuracy": 0.7455912932753563,
"step": 370
},
{
"epoch": 0.2775464890369137,
"grad_norm": 0.8434576136182329,
"learning_rate": 1.815052897333284e-05,
"loss": 0.8808,
"mean_token_accuracy": 0.7459388568997383,
"step": 375
},
{
"epoch": 0.2812471088907392,
"grad_norm": 0.8936045983724704,
"learning_rate": 1.8074944712089925e-05,
"loss": 0.9024,
"mean_token_accuracy": 0.7386106207966805,
"step": 380
},
{
"epoch": 0.2849477287445647,
"grad_norm": 0.8151663680460399,
"learning_rate": 1.799801080225316e-05,
"loss": 0.8912,
"mean_token_accuracy": 0.7416763469576836,
"step": 385
},
{
"epoch": 0.2886483485983902,
"grad_norm": 0.8482431323316972,
"learning_rate": 1.7919740102578482e-05,
"loss": 0.8887,
"mean_token_accuracy": 0.7428235754370689,
"step": 390
},
{
"epoch": 0.29234896845221575,
"grad_norm": 0.8424168395876551,
"learning_rate": 1.7840145695253258e-05,
"loss": 0.8769,
"mean_token_accuracy": 0.744986218214035,
"step": 395
},
{
"epoch": 0.2960495883060413,
"grad_norm": 0.7880509490552058,
"learning_rate": 1.7759240883709745e-05,
"loss": 0.8706,
"mean_token_accuracy": 0.74755879342556,
"step": 400
},
{
"epoch": 0.2960495883060413,
"eval_loss": 0.9140655398368835,
"eval_mean_token_accuracy": 0.7376509543621179,
"eval_runtime": 24.4423,
"eval_samples_per_second": 20.988,
"eval_steps_per_second": 1.35,
"step": 400
},
{
"epoch": 0.2997502081598668,
"grad_norm": 0.9325819637971632,
"learning_rate": 1.7677039190401538e-05,
"loss": 0.8778,
"mean_token_accuracy": 0.7454720690846444,
"step": 405
},
{
"epoch": 0.3034508280136923,
"grad_norm": 0.855702135031522,
"learning_rate": 1.759355435454342e-05,
"loss": 0.8825,
"mean_token_accuracy": 0.7436973512172699,
"step": 410
},
{
"epoch": 0.3071514478675178,
"grad_norm": 0.8190150096476719,
"learning_rate": 1.7508800329814993e-05,
"loss": 0.8801,
"mean_token_accuracy": 0.7447807624936104,
"step": 415
},
{
"epoch": 0.31085206772134333,
"grad_norm": 0.7879901787308187,
"learning_rate": 1.7422791282028457e-05,
"loss": 0.8926,
"mean_token_accuracy": 0.7424971207976341,
"step": 420
},
{
"epoch": 0.31455268757516885,
"grad_norm": 0.8418635735026896,
"learning_rate": 1.7335541586760928e-05,
"loss": 0.8962,
"mean_token_accuracy": 0.740935817360878,
"step": 425
},
{
"epoch": 0.3182533074289944,
"grad_norm": 0.8832514235130526,
"learning_rate": 1.7247065826951694e-05,
"loss": 0.8843,
"mean_token_accuracy": 0.7440172478556633,
"step": 430
},
{
"epoch": 0.32195392728281985,
"grad_norm": 0.9664717868103249,
"learning_rate": 1.715737879046483e-05,
"loss": 0.8955,
"mean_token_accuracy": 0.7396286860108375,
"step": 435
},
{
"epoch": 0.3256545471366454,
"grad_norm": 0.8907608106819015,
"learning_rate": 1.7066495467617552e-05,
"loss": 0.891,
"mean_token_accuracy": 0.7419100046157837,
"step": 440
},
{
"epoch": 0.3293551669904709,
"grad_norm": 0.7921927517011862,
"learning_rate": 1.6974431048674714e-05,
"loss": 0.8823,
"mean_token_accuracy": 0.7444690898060798,
"step": 445
},
{
"epoch": 0.33305578684429643,
"grad_norm": 0.8845253263563585,
"learning_rate": 1.6881200921309914e-05,
"loss": 0.8908,
"mean_token_accuracy": 0.7414721488952637,
"step": 450
},
{
"epoch": 0.33675640669812196,
"grad_norm": 0.9038197553584879,
"learning_rate": 1.6786820668033596e-05,
"loss": 0.8902,
"mean_token_accuracy": 0.7424716472625732,
"step": 455
},
{
"epoch": 0.34045702655194743,
"grad_norm": 0.845478277089973,
"learning_rate": 1.6691306063588583e-05,
"loss": 0.8862,
"mean_token_accuracy": 0.7440178290009498,
"step": 460
},
{
"epoch": 0.34415764640577295,
"grad_norm": 0.7780737971349384,
"learning_rate": 1.6594673072313478e-05,
"loss": 0.8683,
"mean_token_accuracy": 0.7474384486675263,
"step": 465
},
{
"epoch": 0.3478582662595985,
"grad_norm": 0.7883315377481923,
"learning_rate": 1.6496937845474375e-05,
"loss": 0.852,
"mean_token_accuracy": 0.7510827273130417,
"step": 470
},
{
"epoch": 0.351558886113424,
"grad_norm": 0.8522289082869288,
"learning_rate": 1.639811671856535e-05,
"loss": 0.8999,
"mean_token_accuracy": 0.7387788712978363,
"step": 475
},
{
"epoch": 0.35525950596724953,
"grad_norm": 0.8084630790546208,
"learning_rate": 1.6298226208578127e-05,
"loss": 0.8818,
"mean_token_accuracy": 0.7436941042542458,
"step": 480
},
{
"epoch": 0.358960125821075,
"grad_norm": 0.9229148133761365,
"learning_rate": 1.6197283011241423e-05,
"loss": 0.8909,
"mean_token_accuracy": 0.7398700997233391,
"step": 485
},
{
"epoch": 0.36266074567490053,
"grad_norm": 0.7838660795136883,
"learning_rate": 1.6095303998230432e-05,
"loss": 0.8747,
"mean_token_accuracy": 0.7453865185379982,
"step": 490
},
{
"epoch": 0.36636136552872606,
"grad_norm": 0.8988778984216769,
"learning_rate": 1.599230621434687e-05,
"loss": 0.8798,
"mean_token_accuracy": 0.7436122760176659,
"step": 495
},
{
"epoch": 0.3700619853825516,
"grad_norm": 0.8288040124260576,
"learning_rate": 1.5888306874670112e-05,
"loss": 0.8839,
"mean_token_accuracy": 0.7431044474244117,
"step": 500
},
{
"epoch": 0.3700619853825516,
"eval_loss": 0.90340656042099,
"eval_mean_token_accuracy": 0.7403560316923893,
"eval_runtime": 24.4427,
"eval_samples_per_second": 20.988,
"eval_steps_per_second": 1.35,
"step": 500
},
{
"epoch": 0.3737626052363771,
"grad_norm": 0.8197782426055139,
"learning_rate": 1.5783323361679865e-05,
"loss": 0.8799,
"mean_token_accuracy": 0.7442870959639549,
"step": 505
},
{
"epoch": 0.37746322509020264,
"grad_norm": 0.7912056501798941,
"learning_rate": 1.567737322235084e-05,
"loss": 0.8661,
"mean_token_accuracy": 0.7487552657723426,
"step": 510
},
{
"epoch": 0.3811638449440281,
"grad_norm": 0.8680442053546329,
"learning_rate": 1.557047416521996e-05,
"loss": 0.8446,
"mean_token_accuracy": 0.7539586842060089,
"step": 515
},
{
"epoch": 0.38486446479785363,
"grad_norm": 0.7966248473049342,
"learning_rate": 1.546264405742654e-05,
"loss": 0.8894,
"mean_token_accuracy": 0.7421392247080802,
"step": 520
},
{
"epoch": 0.38856508465167916,
"grad_norm": 0.7832801079547608,
"learning_rate": 1.535390092172597e-05,
"loss": 0.8401,
"mean_token_accuracy": 0.7548262551426888,
"step": 525
},
{
"epoch": 0.3922657045055047,
"grad_norm": 0.8617978523223222,
"learning_rate": 1.5244262933477401e-05,
"loss": 0.8676,
"mean_token_accuracy": 0.7473892971873284,
"step": 530
},
{
"epoch": 0.3959663243593302,
"grad_norm": 0.8638721458324728,
"learning_rate": 1.5133748417605878e-05,
"loss": 0.8734,
"mean_token_accuracy": 0.7463245391845703,
"step": 535
},
{
"epoch": 0.3996669442131557,
"grad_norm": 0.8732616764981507,
"learning_rate": 1.5022375845539537e-05,
"loss": 0.8742,
"mean_token_accuracy": 0.74578056037426,
"step": 540
},
{
"epoch": 0.4033675640669812,
"grad_norm": 0.8680491958485625,
"learning_rate": 1.4910163832122278e-05,
"loss": 0.9111,
"mean_token_accuracy": 0.7350529983639718,
"step": 545
},
{
"epoch": 0.40706818392080674,
"grad_norm": 0.845161443541315,
"learning_rate": 1.4797131132502464e-05,
"loss": 0.8543,
"mean_token_accuracy": 0.7507802724838257,
"step": 550
},
{
"epoch": 0.41076880377463226,
"grad_norm": 0.7949620736755997,
"learning_rate": 1.4683296638998192e-05,
"loss": 0.8959,
"mean_token_accuracy": 0.7393335103988647,
"step": 555
},
{
"epoch": 0.4144694236284578,
"grad_norm": 0.8137916315549841,
"learning_rate": 1.4568679377939619e-05,
"loss": 0.8599,
"mean_token_accuracy": 0.7493755236268044,
"step": 560
},
{
"epoch": 0.41817004348228326,
"grad_norm": 0.8553447099213015,
"learning_rate": 1.4453298506488896e-05,
"loss": 0.8562,
"mean_token_accuracy": 0.7500303864479065,
"step": 565
},
{
"epoch": 0.4218706633361088,
"grad_norm": 0.78741790468558,
"learning_rate": 1.4337173309438236e-05,
"loss": 0.8513,
"mean_token_accuracy": 0.751435661315918,
"step": 570
},
{
"epoch": 0.4255712831899343,
"grad_norm": 0.8198917515370167,
"learning_rate": 1.4220323195986649e-05,
"loss": 0.8892,
"mean_token_accuracy": 0.740348969399929,
"step": 575
},
{
"epoch": 0.42927190304375984,
"grad_norm": 0.8907770425857867,
"learning_rate": 1.4102767696495885e-05,
"loss": 0.87,
"mean_token_accuracy": 0.7466455265879631,
"step": 580
},
{
"epoch": 0.43297252289758537,
"grad_norm": 0.7746865966025234,
"learning_rate": 1.398452645922611e-05,
"loss": 0.8543,
"mean_token_accuracy": 0.7507255434989929,
"step": 585
},
{
"epoch": 0.43667314275141084,
"grad_norm": 0.8081107449852742,
"learning_rate": 1.3865619247051916e-05,
"loss": 0.8942,
"mean_token_accuracy": 0.7397695079445838,
"step": 590
},
{
"epoch": 0.44037376260523636,
"grad_norm": 0.7928994894049232,
"learning_rate": 1.3746065934159123e-05,
"loss": 0.8711,
"mean_token_accuracy": 0.7459681868553162,
"step": 595
},
{
"epoch": 0.4440743824590619,
"grad_norm": 0.7457840735614479,
"learning_rate": 1.3625886502723008e-05,
"loss": 0.8838,
"mean_token_accuracy": 0.7431347534060478,
"step": 600
},
{
"epoch": 0.4440743824590619,
"eval_loss": 0.8946976065635681,
"eval_mean_token_accuracy": 0.7420943668394377,
"eval_runtime": 24.4316,
"eval_samples_per_second": 20.997,
"eval_steps_per_second": 1.351,
"step": 600
},
{
"epoch": 0.4477750023128874,
"grad_norm": 0.7926368650744795,
"learning_rate": 1.3505101039568494e-05,
"loss": 0.8728,
"mean_token_accuracy": 0.7459641486406327,
"step": 605
},
{
"epoch": 0.45147562216671294,
"grad_norm": 0.8000063636466884,
"learning_rate": 1.3383729732812814e-05,
"loss": 0.8669,
"mean_token_accuracy": 0.7467781469225884,
"step": 610
},
{
"epoch": 0.4551762420205384,
"grad_norm": 0.8077945425677387,
"learning_rate": 1.3261792868491267e-05,
"loss": 0.8805,
"mean_token_accuracy": 0.7430326372385025,
"step": 615
},
{
"epoch": 0.45887686187436394,
"grad_norm": 0.7941374586541651,
"learning_rate": 1.3139310827166613e-05,
"loss": 0.859,
"mean_token_accuracy": 0.7493226900696754,
"step": 620
},
{
"epoch": 0.46257748172818947,
"grad_norm": 0.8015163522302382,
"learning_rate": 1.3016304080522657e-05,
"loss": 0.8573,
"mean_token_accuracy": 0.7498888701200486,
"step": 625
},
{
"epoch": 0.466278101582015,
"grad_norm": 0.8987066171816293,
"learning_rate": 1.2892793187942588e-05,
"loss": 0.8589,
"mean_token_accuracy": 0.7495828256011009,
"step": 630
},
{
"epoch": 0.4699787214358405,
"grad_norm": 0.8210878729300097,
"learning_rate": 1.2768798793072708e-05,
"loss": 0.8397,
"mean_token_accuracy": 0.7545604810118676,
"step": 635
},
{
"epoch": 0.47367934128966604,
"grad_norm": 0.8134721151372588,
"learning_rate": 1.2644341620372025e-05,
"loss": 0.9003,
"mean_token_accuracy": 0.7380212768912315,
"step": 640
},
{
"epoch": 0.4773799611434915,
"grad_norm": 0.7617180215752571,
"learning_rate": 1.2519442471648364e-05,
"loss": 0.8451,
"mean_token_accuracy": 0.7525444984436035,
"step": 645
},
{
"epoch": 0.48108058099731704,
"grad_norm": 0.7862729854353447,
"learning_rate": 1.2394122222581557e-05,
"loss": 0.844,
"mean_token_accuracy": 0.7545543164014816,
"step": 650
},
{
"epoch": 0.48478120085114257,
"grad_norm": 0.7602815222283319,
"learning_rate": 1.226840181923427e-05,
"loss": 0.8628,
"mean_token_accuracy": 0.7499380096793175,
"step": 655
},
{
"epoch": 0.4884818207049681,
"grad_norm": 0.7942344985162466,
"learning_rate": 1.214230227455106e-05,
"loss": 0.8903,
"mean_token_accuracy": 0.7406057506799698,
"step": 660
},
{
"epoch": 0.4921824405587936,
"grad_norm": 0.827163943781085,
"learning_rate": 1.201584466484629e-05,
"loss": 0.8781,
"mean_token_accuracy": 0.7433477059006691,
"step": 665
},
{
"epoch": 0.4958830604126191,
"grad_norm": 0.8927178947512965,
"learning_rate": 1.1889050126281405e-05,
"loss": 0.8762,
"mean_token_accuracy": 0.7436618626117706,
"step": 670
},
{
"epoch": 0.4995836802664446,
"grad_norm": 0.893577761513805,
"learning_rate": 1.1761939851332241e-05,
"loss": 0.8583,
"mean_token_accuracy": 0.7491728380322457,
"step": 675
},
{
"epoch": 0.5032843001202701,
"grad_norm": 0.8911659991233541,
"learning_rate": 1.1634535085246903e-05,
"loss": 0.8347,
"mean_token_accuracy": 0.7567671954631805,
"step": 680
},
{
"epoch": 0.5069849199740957,
"grad_norm": 0.7822165331384006,
"learning_rate": 1.1506857122494832e-05,
"loss": 0.8404,
"mean_token_accuracy": 0.754469695687294,
"step": 685
},
{
"epoch": 0.5106855398279212,
"grad_norm": 0.7759748923454998,
"learning_rate": 1.1378927303207637e-05,
"loss": 0.8741,
"mean_token_accuracy": 0.7437764629721642,
"step": 690
},
{
"epoch": 0.5143861596817467,
"grad_norm": 0.8502606153370593,
"learning_rate": 1.12507670096123e-05,
"loss": 0.8582,
"mean_token_accuracy": 0.7506067097187042,
"step": 695
},
{
"epoch": 0.5180867795355723,
"grad_norm": 0.7749617835044338,
"learning_rate": 1.1122397662457352e-05,
"loss": 0.8538,
"mean_token_accuracy": 0.7503936603665352,
"step": 700
},
{
"epoch": 0.5180867795355723,
"eval_loss": 0.888458788394928,
"eval_mean_token_accuracy": 0.7433922489484152,
"eval_runtime": 24.5105,
"eval_samples_per_second": 20.93,
"eval_steps_per_second": 1.346,
"step": 700
},
{
"epoch": 0.5217873993893978,
"grad_norm": 0.7706407219978753,
"learning_rate": 1.0993840717432582e-05,
"loss": 0.8553,
"mean_token_accuracy": 0.7487444669008255,
"step": 705
},
{
"epoch": 0.5254880192432232,
"grad_norm": 0.7705189840242923,
"learning_rate": 1.0865117661582958e-05,
"loss": 0.8858,
"mean_token_accuracy": 0.7415965974330903,
"step": 710
},
{
"epoch": 0.5291886390970487,
"grad_norm": 0.8411896195744224,
"learning_rate": 1.0736250009717249e-05,
"loss": 0.8884,
"mean_token_accuracy": 0.7412499740719796,
"step": 715
},
{
"epoch": 0.5328892589508742,
"grad_norm": 0.8230171145609085,
"learning_rate": 1.0607259300812047e-05,
"loss": 0.8705,
"mean_token_accuracy": 0.745503506064415,
"step": 720
},
{
"epoch": 0.5365898788046998,
"grad_norm": 0.8401376931438745,
"learning_rate": 1.0478167094411733e-05,
"loss": 0.8707,
"mean_token_accuracy": 0.7456582605838775,
"step": 725
},
{
"epoch": 0.5402904986585253,
"grad_norm": 0.7558836285060193,
"learning_rate": 1.0348994967025012e-05,
"loss": 0.8545,
"mean_token_accuracy": 0.7487017199397087,
"step": 730
},
{
"epoch": 0.5439911185123508,
"grad_norm": 0.7642061571005638,
"learning_rate": 1.0219764508518595e-05,
"loss": 0.8654,
"mean_token_accuracy": 0.7462582185864448,
"step": 735
},
{
"epoch": 0.5476917383661764,
"grad_norm": 0.8147049407956067,
"learning_rate": 1.0090497318508687e-05,
"loss": 0.8424,
"mean_token_accuracy": 0.75324746966362,
"step": 740
},
{
"epoch": 0.5513923582200019,
"grad_norm": 0.7571808100586339,
"learning_rate": 9.961215002750799e-06,
"loss": 0.8588,
"mean_token_accuracy": 0.7491571202874183,
"step": 745
},
{
"epoch": 0.5550929780738274,
"grad_norm": 0.8038741472628308,
"learning_rate": 9.831939169528565e-06,
"loss": 0.8582,
"mean_token_accuracy": 0.7493733122944832,
"step": 750
},
{
"epoch": 0.5587935979276529,
"grad_norm": 0.848259052134148,
"learning_rate": 9.702691426042124e-06,
"loss": 0.8526,
"mean_token_accuracy": 0.7506043568253518,
"step": 755
},
{
"epoch": 0.5624942177814783,
"grad_norm": 0.7842186156617634,
"learning_rate": 9.573493374796694e-06,
"loss": 0.8369,
"mean_token_accuracy": 0.755862507224083,
"step": 760
},
{
"epoch": 0.5661948376353039,
"grad_norm": 0.7485121651837016,
"learning_rate": 9.444366609991916e-06,
"loss": 0.8729,
"mean_token_accuracy": 0.7438469439744949,
"step": 765
},
{
"epoch": 0.5698954574891294,
"grad_norm": 0.9176291688747804,
"learning_rate": 9.315332713912593e-06,
"loss": 0.8815,
"mean_token_accuracy": 0.7436545789241791,
"step": 770
},
{
"epoch": 0.5735960773429549,
"grad_norm": 0.8416476293024356,
"learning_rate": 9.18641325332142e-06,
"loss": 0.8579,
"mean_token_accuracy": 0.7489444330334664,
"step": 775
},
{
"epoch": 0.5772966971967805,
"grad_norm": 0.8665126504141849,
"learning_rate": 9.057629775854314e-06,
"loss": 0.8691,
"mean_token_accuracy": 0.7452979102730751,
"step": 780
},
{
"epoch": 0.580997317050606,
"grad_norm": 0.7873121719067726,
"learning_rate": 8.929003806418934e-06,
"loss": 0.8609,
"mean_token_accuracy": 0.7471121177077293,
"step": 785
},
{
"epoch": 0.5846979369044315,
"grad_norm": 0.7603699249259593,
"learning_rate": 8.800556843597002e-06,
"loss": 0.8303,
"mean_token_accuracy": 0.7559542834758759,
"step": 790
},
{
"epoch": 0.588398556758257,
"grad_norm": 0.8208200680668915,
"learning_rate": 8.672310356051023e-06,
"loss": 0.8755,
"mean_token_accuracy": 0.742991179227829,
"step": 795
},
{
"epoch": 0.5920991766120826,
"grad_norm": 0.7539353236493428,
"learning_rate": 8.544285778936004e-06,
"loss": 0.8604,
"mean_token_accuracy": 0.7469533935189248,
"step": 800
},
{
"epoch": 0.5920991766120826,
"eval_loss": 0.882485568523407,
"eval_mean_token_accuracy": 0.7446909926154397,
"eval_runtime": 24.5244,
"eval_samples_per_second": 20.918,
"eval_steps_per_second": 1.346,
"step": 800
},
{
"epoch": 0.5957997964659081,
"grad_norm": 0.7747168848469933,
"learning_rate": 8.416504510316774e-06,
"loss": 0.8687,
"mean_token_accuracy": 0.7457119628787041,
"step": 805
},
{
"epoch": 0.5995004163197336,
"grad_norm": 0.7965745611460714,
"learning_rate": 8.28898790759152e-06,
"loss": 0.8719,
"mean_token_accuracy": 0.7440481051802635,
"step": 810
},
{
"epoch": 0.603201036173559,
"grad_norm": 0.7287090635465163,
"learning_rate": 8.161757283922084e-06,
"loss": 0.8259,
"mean_token_accuracy": 0.7569043532013893,
"step": 815
},
{
"epoch": 0.6069016560273846,
"grad_norm": 0.7849161686448317,
"learning_rate": 8.034833904671698e-06,
"loss": 0.8725,
"mean_token_accuracy": 0.7442520692944526,
"step": 820
},
{
"epoch": 0.6106022758812101,
"grad_norm": 0.7891027028253116,
"learning_rate": 7.908238983850666e-06,
"loss": 0.8365,
"mean_token_accuracy": 0.75490812510252,
"step": 825
},
{
"epoch": 0.6143028957350356,
"grad_norm": 0.7870957116065473,
"learning_rate": 7.781993680570656e-06,
"loss": 0.8576,
"mean_token_accuracy": 0.7477666437625885,
"step": 830
},
{
"epoch": 0.6180035155888611,
"grad_norm": 0.8664448499276786,
"learning_rate": 7.656119095508155e-06,
"loss": 0.8332,
"mean_token_accuracy": 0.7553980827331543,
"step": 835
},
{
"epoch": 0.6217041354426867,
"grad_norm": 0.8003046870817029,
"learning_rate": 7.530636267377706e-06,
"loss": 0.8559,
"mean_token_accuracy": 0.7494190320372581,
"step": 840
},
{
"epoch": 0.6254047552965122,
"grad_norm": 0.8000920295001714,
"learning_rate": 7.405566169415481e-06,
"loss": 0.8869,
"mean_token_accuracy": 0.7401010394096375,
"step": 845
},
{
"epoch": 0.6291053751503377,
"grad_norm": 0.7895598832562634,
"learning_rate": 7.280929705873818e-06,
"loss": 0.8648,
"mean_token_accuracy": 0.7470688298344612,
"step": 850
},
{
"epoch": 0.6328059950041632,
"grad_norm": 0.7756015770435069,
"learning_rate": 7.15674770852727e-06,
"loss": 0.8294,
"mean_token_accuracy": 0.7561267375946045,
"step": 855
},
{
"epoch": 0.6365066148579888,
"grad_norm": 0.7508734070910927,
"learning_rate": 7.033040933190776e-06,
"loss": 0.8367,
"mean_token_accuracy": 0.7520585179328918,
"step": 860
},
{
"epoch": 0.6402072347118142,
"grad_norm": 0.7569428687497424,
"learning_rate": 6.909830056250527e-06,
"loss": 0.8498,
"mean_token_accuracy": 0.7501048058271408,
"step": 865
},
{
"epoch": 0.6439078545656397,
"grad_norm": 0.7984119233647183,
"learning_rate": 6.787135671208126e-06,
"loss": 0.8571,
"mean_token_accuracy": 0.7490562096238136,
"step": 870
},
{
"epoch": 0.6476084744194652,
"grad_norm": 0.8159593622616607,
"learning_rate": 6.6649782852385554e-06,
"loss": 0.8686,
"mean_token_accuracy": 0.7469749033451081,
"step": 875
},
{
"epoch": 0.6513090942732908,
"grad_norm": 0.7631802495882793,
"learning_rate": 6.543378315762634e-06,
"loss": 0.8657,
"mean_token_accuracy": 0.7458467945456505,
"step": 880
},
{
"epoch": 0.6550097141271163,
"grad_norm": 0.812760399325826,
"learning_rate": 6.42235608703441e-06,
"loss": 0.8635,
"mean_token_accuracy": 0.7484910488128662,
"step": 885
},
{
"epoch": 0.6587103339809418,
"grad_norm": 0.8219546330443505,
"learning_rate": 6.301931826744189e-06,
"loss": 0.8363,
"mean_token_accuracy": 0.7542862921953202,
"step": 890
},
{
"epoch": 0.6624109538347673,
"grad_norm": 0.7882602270918212,
"learning_rate": 6.18212566263765e-06,
"loss": 0.864,
"mean_token_accuracy": 0.7470616161823272,
"step": 895
},
{
"epoch": 0.6661115736885929,
"grad_norm": 0.8408472925032482,
"learning_rate": 6.0629576191517035e-06,
"loss": 0.8619,
"mean_token_accuracy": 0.74820506721735,
"step": 900
},
{
"epoch": 0.6661115736885929,
"eval_loss": 0.8769035935401917,
"eval_mean_token_accuracy": 0.7459533539685336,
"eval_runtime": 24.4702,
"eval_samples_per_second": 20.964,
"eval_steps_per_second": 1.349,
"step": 900
},
{
"epoch": 0.6698121935424184,
"grad_norm": 0.7754763488387619,
"learning_rate": 5.944447614067588e-06,
"loss": 0.868,
"mean_token_accuracy": 0.7466130316257477,
"step": 905
},
{
"epoch": 0.6735128133962439,
"grad_norm": 0.7533565990898803,
"learning_rate": 5.8266154551818225e-06,
"loss": 0.8561,
"mean_token_accuracy": 0.7474694743752479,
"step": 910
},
{
"epoch": 0.6772134332500694,
"grad_norm": 0.848613374257325,
"learning_rate": 5.709480836995509e-06,
"loss": 0.867,
"mean_token_accuracy": 0.7461282700300217,
"step": 915
},
{
"epoch": 0.6809140531038949,
"grad_norm": 0.7588179424646748,
"learning_rate": 5.593063337422595e-06,
"loss": 0.8525,
"mean_token_accuracy": 0.7497700050473213,
"step": 920
},
{
"epoch": 0.6846146729577204,
"grad_norm": 0.7363445259820587,
"learning_rate": 5.477382414517625e-06,
"loss": 0.8616,
"mean_token_accuracy": 0.7481978580355644,
"step": 925
},
{
"epoch": 0.6883152928115459,
"grad_norm": 0.7698222134303955,
"learning_rate": 5.362457403223495e-06,
"loss": 0.8553,
"mean_token_accuracy": 0.749049125611782,
"step": 930
},
{
"epoch": 0.6920159126653714,
"grad_norm": 0.7718707701904592,
"learning_rate": 5.248307512139818e-06,
"loss": 0.8616,
"mean_token_accuracy": 0.7483461976051331,
"step": 935
},
{
"epoch": 0.695716532519197,
"grad_norm": 0.785721659768036,
"learning_rate": 5.134951820312402e-06,
"loss": 0.8557,
"mean_token_accuracy": 0.7493070676922798,
"step": 940
},
{
"epoch": 0.6994171523730225,
"grad_norm": 0.7715074813141185,
"learning_rate": 5.022409274044346e-06,
"loss": 0.8493,
"mean_token_accuracy": 0.7499154567718506,
"step": 945
},
{
"epoch": 0.703117772226848,
"grad_norm": 0.8335206414183822,
"learning_rate": 4.910698683729371e-06,
"loss": 0.8373,
"mean_token_accuracy": 0.7533765882253647,
"step": 950
},
{
"epoch": 0.7068183920806735,
"grad_norm": 0.7505821456653344,
"learning_rate": 4.799838720707847e-06,
"loss": 0.8675,
"mean_token_accuracy": 0.745770500600338,
"step": 955
},
{
"epoch": 0.7105190119344991,
"grad_norm": 0.7594914324330723,
"learning_rate": 4.6898479141460415e-06,
"loss": 0.8295,
"mean_token_accuracy": 0.756369736790657,
"step": 960
},
{
"epoch": 0.7142196317883246,
"grad_norm": 0.7204641559045669,
"learning_rate": 4.580744647939163e-06,
"loss": 0.8624,
"mean_token_accuracy": 0.7481252133846283,
"step": 965
},
{
"epoch": 0.71792025164215,
"grad_norm": 0.8174852819097401,
"learning_rate": 4.472547157638674e-06,
"loss": 0.8417,
"mean_token_accuracy": 0.7523833066225052,
"step": 970
},
{
"epoch": 0.7216208714959755,
"grad_norm": 0.862526259850387,
"learning_rate": 4.365273527404384e-06,
"loss": 0.8423,
"mean_token_accuracy": 0.754362627863884,
"step": 975
},
{
"epoch": 0.7253214913498011,
"grad_norm": 0.802739929512475,
"learning_rate": 4.258941686981864e-06,
"loss": 0.8469,
"mean_token_accuracy": 0.7522266939282417,
"step": 980
},
{
"epoch": 0.7290221112036266,
"grad_norm": 0.7931469636274437,
"learning_rate": 4.15356940870567e-06,
"loss": 0.8305,
"mean_token_accuracy": 0.7555211216211319,
"step": 985
},
{
"epoch": 0.7327227310574521,
"grad_norm": 0.7884974421740458,
"learning_rate": 4.049174304528857e-06,
"loss": 0.8327,
"mean_token_accuracy": 0.7560925737023354,
"step": 990
},
{
"epoch": 0.7364233509112776,
"grad_norm": 0.7868742780753382,
"learning_rate": 3.945773823079315e-06,
"loss": 0.8491,
"mean_token_accuracy": 0.7494197428226471,
"step": 995
},
{
"epoch": 0.7401239707651032,
"grad_norm": 0.7556900381775965,
"learning_rate": 3.8433852467434175e-06,
"loss": 0.8337,
"mean_token_accuracy": 0.7557049483060837,
"step": 1000
},
{
"epoch": 0.7401239707651032,
"eval_loss": 0.872385561466217,
"eval_mean_token_accuracy": 0.7468928351546779,
"eval_runtime": 24.5427,
"eval_samples_per_second": 20.902,
"eval_steps_per_second": 1.345,
"step": 1000
},
{
"epoch": 0.7438245906189287,
"grad_norm": 0.7642811057752702,
"learning_rate": 3.742025688777413e-06,
"loss": 0.8082,
"mean_token_accuracy": 0.7626117318868637,
"step": 1005
},
{
"epoch": 0.7475252104727542,
"grad_norm": 0.7878330759901441,
"learning_rate": 3.641712090447125e-06,
"loss": 0.8584,
"mean_token_accuracy": 0.7494427710771561,
"step": 1010
},
{
"epoch": 0.7512258303265797,
"grad_norm": 0.7817001972699995,
"learning_rate": 3.542461218196379e-06,
"loss": 0.8596,
"mean_token_accuracy": 0.7491939187049865,
"step": 1015
},
{
"epoch": 0.7549264501804053,
"grad_norm": 0.7922908897094753,
"learning_rate": 3.444289660844665e-06,
"loss": 0.837,
"mean_token_accuracy": 0.7543808072805405,
"step": 1020
},
{
"epoch": 0.7586270700342307,
"grad_norm": 0.7945985767364506,
"learning_rate": 3.347213826814456e-06,
"loss": 0.8662,
"mean_token_accuracy": 0.7463411048054696,
"step": 1025
},
{
"epoch": 0.7623276898880562,
"grad_norm": 0.7549974443621008,
"learning_rate": 3.2512499413887255e-06,
"loss": 0.8303,
"mean_token_accuracy": 0.7554700002074242,
"step": 1030
},
{
"epoch": 0.7660283097418817,
"grad_norm": 0.8236761629232633,
"learning_rate": 3.1564140439990256e-06,
"loss": 0.8406,
"mean_token_accuracy": 0.751871857047081,
"step": 1035
},
{
"epoch": 0.7697289295957073,
"grad_norm": 0.7267400739764023,
"learning_rate": 3.0627219855446667e-06,
"loss": 0.8287,
"mean_token_accuracy": 0.7558587804436684,
"step": 1040
},
{
"epoch": 0.7734295494495328,
"grad_norm": 0.776879654823643,
"learning_rate": 2.970189425743383e-06,
"loss": 0.8361,
"mean_token_accuracy": 0.7547884792089462,
"step": 1045
},
{
"epoch": 0.7771301693033583,
"grad_norm": 0.7552506340173256,
"learning_rate": 2.8788318305139808e-06,
"loss": 0.8286,
"mean_token_accuracy": 0.7568780824542045,
"step": 1050
},
{
"epoch": 0.7808307891571838,
"grad_norm": 0.7580209757202828,
"learning_rate": 2.7886644693913333e-06,
"loss": 0.8459,
"mean_token_accuracy": 0.750422203540802,
"step": 1055
},
{
"epoch": 0.7845314090110094,
"grad_norm": 0.7719039642796498,
"learning_rate": 2.6997024129742544e-06,
"loss": 0.8404,
"mean_token_accuracy": 0.7537851154804229,
"step": 1060
},
{
"epoch": 0.7882320288648349,
"grad_norm": 0.7810831799894009,
"learning_rate": 2.611960530406572e-06,
"loss": 0.8273,
"mean_token_accuracy": 0.7569017544388771,
"step": 1065
},
{
"epoch": 0.7919326487186604,
"grad_norm": 0.8590214475734921,
"learning_rate": 2.5254534868919077e-06,
"loss": 0.8299,
"mean_token_accuracy": 0.7555602207779885,
"step": 1070
},
{
"epoch": 0.7956332685724858,
"grad_norm": 0.7451834304748566,
"learning_rate": 2.4401957412425213e-06,
"loss": 0.847,
"mean_token_accuracy": 0.7509198769927025,
"step": 1075
},
{
"epoch": 0.7993338884263114,
"grad_norm": 0.7394748846818531,
"learning_rate": 2.3562015434626784e-06,
"loss": 0.8478,
"mean_token_accuracy": 0.7510868698358536,
"step": 1080
},
{
"epoch": 0.8030345082801369,
"grad_norm": 0.7653067572984463,
"learning_rate": 2.273484932366874e-06,
"loss": 0.847,
"mean_token_accuracy": 0.7503063544631005,
"step": 1085
},
{
"epoch": 0.8067351281339624,
"grad_norm": 0.7743151365038076,
"learning_rate": 2.192059733233408e-06,
"loss": 0.8472,
"mean_token_accuracy": 0.7531051859259605,
"step": 1090
},
{
"epoch": 0.810435747987788,
"grad_norm": 0.7474033991103015,
"learning_rate": 2.111939555493603e-06,
"loss": 0.8459,
"mean_token_accuracy": 0.7517727881669998,
"step": 1095
},
{
"epoch": 0.8141363678416135,
"grad_norm": 0.779312232265544,
"learning_rate": 2.0331377904571303e-06,
"loss": 0.8276,
"mean_token_accuracy": 0.7547013550996781,
"step": 1100
},
{
"epoch": 0.8141363678416135,
"eval_loss": 0.8695138692855835,
"eval_mean_token_accuracy": 0.7477564071163987,
"eval_runtime": 24.4317,
"eval_samples_per_second": 20.997,
"eval_steps_per_second": 1.351,
"step": 1100
},
{
"epoch": 0.817836987695439,
"grad_norm": 0.8034562413677603,
"learning_rate": 1.9556676090737803e-06,
"loss": 0.8317,
"mean_token_accuracy": 0.7545135840773582,
"step": 1105
},
{
"epoch": 0.8215376075492645,
"grad_norm": 0.7281049735394789,
"learning_rate": 1.879541959732072e-06,
"loss": 0.853,
"mean_token_accuracy": 0.749828140437603,
"step": 1110
},
{
"epoch": 0.82523822740309,
"grad_norm": 0.7645464251699309,
"learning_rate": 1.8047735660950427e-06,
"loss": 0.8095,
"mean_token_accuracy": 0.7608827918767929,
"step": 1115
},
{
"epoch": 0.8289388472569156,
"grad_norm": 0.7946888766498504,
"learning_rate": 1.7313749249736266e-06,
"loss": 0.8157,
"mean_token_accuracy": 0.760844600200653,
"step": 1120
},
{
"epoch": 0.832639467110741,
"grad_norm": 0.7522474191468512,
"learning_rate": 1.6593583042379192e-06,
"loss": 0.8347,
"mean_token_accuracy": 0.7559689804911613,
"step": 1125
},
{
"epoch": 0.8363400869645665,
"grad_norm": 0.7489873580556787,
"learning_rate": 1.5887357407667314e-06,
"loss": 0.8605,
"mean_token_accuracy": 0.7474079817533493,
"step": 1130
},
{
"epoch": 0.840040706818392,
"grad_norm": 0.7641134150797313,
"learning_rate": 1.5195190384357405e-06,
"loss": 0.8618,
"mean_token_accuracy": 0.7480388507246971,
"step": 1135
},
{
"epoch": 0.8437413266722176,
"grad_norm": 0.7204342341589023,
"learning_rate": 1.4517197661445893e-06,
"loss": 0.8529,
"mean_token_accuracy": 0.7483357265591621,
"step": 1140
},
{
"epoch": 0.8474419465260431,
"grad_norm": 0.7681754372477057,
"learning_rate": 1.3853492558832472e-06,
"loss": 0.8306,
"mean_token_accuracy": 0.7552460536360741,
"step": 1145
},
{
"epoch": 0.8511425663798686,
"grad_norm": 0.7429470084922081,
"learning_rate": 1.3204186008379926e-06,
"loss": 0.8389,
"mean_token_accuracy": 0.7531604886054992,
"step": 1150
},
{
"epoch": 0.8548431862336942,
"grad_norm": 0.6873318445062786,
"learning_rate": 1.2569386535372807e-06,
"loss": 0.8286,
"mean_token_accuracy": 0.7552321195602417,
"step": 1155
},
{
"epoch": 0.8585438060875197,
"grad_norm": 0.7640481385504215,
"learning_rate": 1.1949200240378577e-06,
"loss": 0.8255,
"mean_token_accuracy": 0.7569879427552223,
"step": 1160
},
{
"epoch": 0.8622444259413452,
"grad_norm": 0.7638091289655545,
"learning_rate": 1.1343730781513896e-06,
"loss": 0.8558,
"mean_token_accuracy": 0.749303475022316,
"step": 1165
},
{
"epoch": 0.8659450457951707,
"grad_norm": 0.7685982859289542,
"learning_rate": 1.0753079357119134e-06,
"loss": 0.8273,
"mean_token_accuracy": 0.7565306261181831,
"step": 1170
},
{
"epoch": 0.8696456656489963,
"grad_norm": 0.7114001929021425,
"learning_rate": 1.017734468884417e-06,
"loss": 0.8473,
"mean_token_accuracy": 0.7502565905451775,
"step": 1175
},
{
"epoch": 0.8733462855028217,
"grad_norm": 0.7348011760240892,
"learning_rate": 9.616623005147952e-07,
"loss": 0.8286,
"mean_token_accuracy": 0.7560262143611908,
"step": 1180
},
{
"epoch": 0.8770469053566472,
"grad_norm": 0.7429654371816976,
"learning_rate": 9.071008025214767e-07,
"loss": 0.8158,
"mean_token_accuracy": 0.760336747765541,
"step": 1185
},
{
"epoch": 0.8807475252104727,
"grad_norm": 0.8100937899257782,
"learning_rate": 8.540590943290128e-07,
"loss": 0.8328,
"mean_token_accuracy": 0.7545322120189667,
"step": 1190
},
{
"epoch": 0.8844481450642983,
"grad_norm": 0.7556302951610571,
"learning_rate": 8.025460413438457e-07,
"loss": 0.842,
"mean_token_accuracy": 0.7518000155687332,
"step": 1195
},
{
"epoch": 0.8881487649181238,
"grad_norm": 0.7214919634823889,
"learning_rate": 7.525702534725443e-07,
"loss": 0.8485,
"mean_token_accuracy": 0.7501253366470337,
"step": 1200
},
{
"epoch": 0.8881487649181238,
"eval_loss": 0.8681026101112366,
"eval_mean_token_accuracy": 0.7479201501066034,
"eval_runtime": 24.4445,
"eval_samples_per_second": 20.986,
"eval_steps_per_second": 1.35,
"step": 1200
},
{
"epoch": 0.8918493847719493,
"grad_norm": 0.7363787692810877,
"learning_rate": 7.041400836827439e-07,
"loss": 0.8446,
"mean_token_accuracy": 0.7505712598562241,
"step": 1205
},
{
"epoch": 0.8955500046257748,
"grad_norm": 0.7760798741879421,
"learning_rate": 6.572636266070265e-07,
"loss": 0.8515,
"mean_token_accuracy": 0.7495753020048141,
"step": 1210
},
{
"epoch": 0.8992506244796004,
"grad_norm": 0.7375925847527678,
"learning_rate": 6.119487171899807e-07,
"loss": 0.8151,
"mean_token_accuracy": 0.7605884402990342,
"step": 1215
},
{
"epoch": 0.9029512443334259,
"grad_norm": 0.8483447358597658,
"learning_rate": 5.682029293786673e-07,
"loss": 0.8508,
"mean_token_accuracy": 0.7498715907335282,
"step": 1220
},
{
"epoch": 0.9066518641872514,
"grad_norm": 0.7427906597662893,
"learning_rate": 5.26033574856708e-07,
"loss": 0.8254,
"mean_token_accuracy": 0.7563312321901321,
"step": 1225
},
{
"epoch": 0.9103524840410768,
"grad_norm": 0.720458409183581,
"learning_rate": 4.854477018222103e-07,
"loss": 0.8374,
"mean_token_accuracy": 0.7546701580286026,
"step": 1230
},
{
"epoch": 0.9140531038949024,
"grad_norm": 0.7702820261310465,
"learning_rate": 4.464520938097294e-07,
"loss": 0.8397,
"mean_token_accuracy": 0.7535283699631691,
"step": 1235
},
{
"epoch": 0.9177537237487279,
"grad_norm": 0.8128830297797902,
"learning_rate": 4.0905326855646186e-07,
"loss": 0.855,
"mean_token_accuracy": 0.7464580446481704,
"step": 1240
},
{
"epoch": 0.9214543436025534,
"grad_norm": 0.7719201359932438,
"learning_rate": 3.732574769128738e-07,
"loss": 0.8585,
"mean_token_accuracy": 0.7479515969753265,
"step": 1245
},
{
"epoch": 0.9251549634563789,
"grad_norm": 0.767822410168291,
"learning_rate": 3.390707017979311e-07,
"loss": 0.8417,
"mean_token_accuracy": 0.7507120683789253,
"step": 1250
},
{
"epoch": 0.9288555833102045,
"grad_norm": 0.7931837924998084,
"learning_rate": 3.06498657199108e-07,
"loss": 0.8423,
"mean_token_accuracy": 0.7526604071259498,
"step": 1255
},
{
"epoch": 0.93255620316403,
"grad_norm": 0.7402614770859547,
"learning_rate": 2.7554678721735675e-07,
"loss": 0.831,
"mean_token_accuracy": 0.7547580033540726,
"step": 1260
},
{
"epoch": 0.9362568230178555,
"grad_norm": 0.7265080682796597,
"learning_rate": 2.4622026515717654e-07,
"loss": 0.8577,
"mean_token_accuracy": 0.7485264018177986,
"step": 1265
},
{
"epoch": 0.939957442871681,
"grad_norm": 0.7994816530184113,
"learning_rate": 2.1852399266194312e-07,
"loss": 0.8384,
"mean_token_accuracy": 0.7530582755804062,
"step": 1270
},
{
"epoch": 0.9436580627255066,
"grad_norm": 0.7408942586414351,
"learning_rate": 1.9246259889464935e-07,
"loss": 0.8395,
"mean_token_accuracy": 0.7526318833231926,
"step": 1275
},
{
"epoch": 0.9473586825793321,
"grad_norm": 0.7531498605702176,
"learning_rate": 1.6804043976418438e-07,
"loss": 0.8384,
"mean_token_accuracy": 0.7517712652683258,
"step": 1280
},
{
"epoch": 0.9510593024331575,
"grad_norm": 0.7640371632548638,
"learning_rate": 1.4526159719728595e-07,
"loss": 0.843,
"mean_token_accuracy": 0.7513806536793709,
"step": 1285
},
{
"epoch": 0.954759922286983,
"grad_norm": 0.7800995207503227,
"learning_rate": 1.24129878456285e-07,
"loss": 0.8482,
"mean_token_accuracy": 0.750167365372181,
"step": 1290
},
{
"epoch": 0.9584605421408086,
"grad_norm": 0.7781230447019286,
"learning_rate": 1.0464881550276362e-07,
"loss": 0.8571,
"mean_token_accuracy": 0.7482250303030014,
"step": 1295
},
{
"epoch": 0.9621611619946341,
"grad_norm": 0.7814221898628717,
"learning_rate": 8.682166440721729e-08,
"loss": 0.8554,
"mean_token_accuracy": 0.7490108326077461,
"step": 1300
},
{
"epoch": 0.9621611619946341,
"eval_loss": 0.8676031827926636,
"eval_mean_token_accuracy": 0.7480372389157613,
"eval_runtime": 24.4444,
"eval_samples_per_second": 20.986,
"eval_steps_per_second": 1.35,
"step": 1300
},
{
"epoch": 0.9658617818484596,
"grad_norm": 0.7864179680038271,
"learning_rate": 7.065140480483235e-08,
"loss": 0.8612,
"mean_token_accuracy": 0.7473657980561257,
"step": 1305
},
{
"epoch": 0.9695624017022851,
"grad_norm": 0.7508526784486548,
"learning_rate": 5.6140739397474445e-08,
"loss": 0.8365,
"mean_token_accuracy": 0.7531405627727509,
"step": 1310
},
{
"epoch": 0.9732630215561107,
"grad_norm": 0.7164581752617882,
"learning_rate": 4.329209350195651e-08,
"loss": 0.8443,
"mean_token_accuracy": 0.7516303405165672,
"step": 1315
},
{
"epoch": 0.9769636414099362,
"grad_norm": 0.8498247341964699,
"learning_rate": 3.210761464466639e-08,
"loss": 0.8374,
"mean_token_accuracy": 0.7550172284245491,
"step": 1320
},
{
"epoch": 0.9806642612637617,
"grad_norm": 0.7153929981028929,
"learning_rate": 2.2589172202635014e-08,
"loss": 0.7977,
"mean_token_accuracy": 0.7646528780460358,
"step": 1325
},
{
"epoch": 0.9843648811175872,
"grad_norm": 0.7908203411439174,
"learning_rate": 1.4738357091084177e-08,
"loss": 0.8371,
"mean_token_accuracy": 0.753947702050209,
"step": 1330
},
{
"epoch": 0.9880655009714127,
"grad_norm": 0.7547450484335274,
"learning_rate": 8.556481497521418e-09,
"loss": 0.8498,
"mean_token_accuracy": 0.7504909783601761,
"step": 1335
},
{
"epoch": 0.9917661208252382,
"grad_norm": 0.7442071956341998,
"learning_rate": 4.044578662419918e-09,
"loss": 0.8265,
"mean_token_accuracy": 0.7562764957547188,
"step": 1340
},
{
"epoch": 0.9954667406790637,
"grad_norm": 0.7540578819730456,
"learning_rate": 1.203402706525525e-09,
"loss": 0.8332,
"mean_token_accuracy": 0.7546069085597992,
"step": 1345
},
{
"epoch": 0.9991673605328892,
"grad_norm": 0.7649196329052427,
"learning_rate": 3.342850480869686e-11,
"loss": 0.805,
"mean_token_accuracy": 0.7623659715056419,
"step": 1350
},
{
"epoch": 0.9999074845036544,
"mean_token_accuracy": 0.7686276957392693,
"step": 1351,
"total_flos": 76959195168768.0,
"train_loss": 0.8854525579424984,
"train_runtime": 18393.1053,
"train_samples_per_second": 4.701,
"train_steps_per_second": 0.073
}
],
"logging_steps": 5,
"max_steps": 1351,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": false,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 76959195168768.0,
"train_batch_size": 1,
"trial_name": null,
"trial_params": null
}