tony24254's picture
Add files using upload-large-folder tool
5b60e22 verified
{
"dataset_name": "Mu-Math",
"group_index": 5,
"prompt_group_file": "/hkfs/work/workspace/scratch/tum_fmp0582-dndworkspace/自己训练lora/train_lora/prompt_groups/Mu-Math/group_05.json",
"output_dir": "/hkfs/work/workspace/scratch/tum_fmp0582-dndworkspace/自己训练lora/train_lora/outputs/Mu-Math/group_05",
"checkpoint_root": "/hkfs/work/workspace/scratch/tum_fmp0582-dndworkspace/自己训练lora/train_lora/outputs/Mu-Math/group_05/checkpoints",
"generated_at": "2025-11-06T12:09:44Z",
"train_loss": 0.050376017586224606,
"metrics": {
"train_runtime": 30798.1343,
"train_samples_per_second": 1.87,
"train_steps_per_second": 0.058,
"total_flos": 1.5308141101056e+18,
"train_loss": 0.050376017586224606,
"epoch": 450.0
},
"trainer_state": [
{
"loss": 1.7531,
"grad_norm": 11.234859466552734,
"learning_rate": 0.0,
"epoch": 0.32,
"step": 1
},
{
"loss": 1.809,
"grad_norm": 6.9722771644592285,
"learning_rate": 7.4074074074074075e-06,
"epoch": 1.32,
"step": 5
},
{
"loss": 1.5525,
"grad_norm": 3.619523525238037,
"learning_rate": 1.6666666666666667e-05,
"epoch": 2.64,
"step": 10
},
{
"loss": 1.1341,
"grad_norm": 1.7373476028442383,
"learning_rate": 2.5925925925925925e-05,
"epoch": 3.96,
"step": 15
},
{
"loss": 0.8994,
"grad_norm": 1.0844708681106567,
"learning_rate": 3.518518518518519e-05,
"epoch": 5.0,
"step": 20
},
{
"loss": 0.7541,
"grad_norm": 0.5583192110061646,
"learning_rate": 4.4444444444444447e-05,
"epoch": 6.32,
"step": 25
},
{
"loss": 0.698,
"grad_norm": 0.43461522459983826,
"learning_rate": 5.370370370370371e-05,
"epoch": 7.64,
"step": 30
},
{
"loss": 0.5777,
"grad_norm": 0.5030319094657898,
"learning_rate": 6.296296296296296e-05,
"epoch": 8.96,
"step": 35
},
{
"loss": 0.4587,
"grad_norm": 1.7894121408462524,
"learning_rate": 7.222222222222222e-05,
"epoch": 10.0,
"step": 40
},
{
"loss": 0.3833,
"grad_norm": 0.6264414191246033,
"learning_rate": 8.148148148148148e-05,
"epoch": 11.32,
"step": 45
},
{
"loss": 0.2427,
"grad_norm": 0.6792146563529968,
"learning_rate": 9.074074074074075e-05,
"epoch": 12.64,
"step": 50
},
{
"loss": 0.1723,
"grad_norm": 1.3471509218215942,
"learning_rate": 0.0001,
"epoch": 13.96,
"step": 55
},
{
"loss": 0.1676,
"grad_norm": 3.0928947925567627,
"learning_rate": 9.971363115693013e-05,
"epoch": 15.0,
"step": 60
},
{
"loss": 0.1031,
"grad_norm": 0.5908905863761902,
"learning_rate": 9.942726231386026e-05,
"epoch": 16.32,
"step": 65
},
{
"loss": 0.0651,
"grad_norm": 0.5761488676071167,
"learning_rate": 9.914089347079038e-05,
"epoch": 17.64,
"step": 70
},
{
"loss": 0.0708,
"grad_norm": 0.7579308748245239,
"learning_rate": 9.885452462772051e-05,
"epoch": 18.96,
"step": 75
},
{
"loss": 0.0545,
"grad_norm": 1.7200567722320557,
"learning_rate": 9.856815578465064e-05,
"epoch": 20.0,
"step": 80
},
{
"loss": 0.0468,
"grad_norm": 0.36255887150764465,
"learning_rate": 9.828178694158075e-05,
"epoch": 21.32,
"step": 85
},
{
"loss": 0.0393,
"grad_norm": 0.3163658380508423,
"learning_rate": 9.799541809851088e-05,
"epoch": 22.64,
"step": 90
},
{
"loss": 0.0438,
"grad_norm": 0.5198063254356384,
"learning_rate": 9.7709049255441e-05,
"epoch": 23.96,
"step": 95
},
{
"loss": 0.0417,
"grad_norm": 1.698593020439148,
"learning_rate": 9.742268041237114e-05,
"epoch": 25.0,
"step": 100
},
{
"loss": 0.0366,
"grad_norm": 0.6070852279663086,
"learning_rate": 9.713631156930127e-05,
"epoch": 26.32,
"step": 105
},
{
"loss": 0.0351,
"grad_norm": 0.3223498463630676,
"learning_rate": 9.68499427262314e-05,
"epoch": 27.64,
"step": 110
},
{
"loss": 0.0388,
"grad_norm": 0.1508200615644455,
"learning_rate": 9.656357388316152e-05,
"epoch": 28.96,
"step": 115
},
{
"loss": 0.0366,
"grad_norm": 0.2739816904067993,
"learning_rate": 9.627720504009165e-05,
"epoch": 30.0,
"step": 120
},
{
"loss": 0.0313,
"grad_norm": 0.5693541169166565,
"learning_rate": 9.599083619702178e-05,
"epoch": 31.32,
"step": 125
},
{
"loss": 0.0329,
"grad_norm": 0.36515215039253235,
"learning_rate": 9.57044673539519e-05,
"epoch": 32.64,
"step": 130
},
{
"loss": 0.036,
"grad_norm": 0.4110892415046692,
"learning_rate": 9.541809851088203e-05,
"epoch": 33.96,
"step": 135
},
{
"loss": 0.0333,
"grad_norm": 0.4979496896266937,
"learning_rate": 9.513172966781214e-05,
"epoch": 35.0,
"step": 140
},
{
"loss": 0.0308,
"grad_norm": 0.23343896865844727,
"learning_rate": 9.484536082474227e-05,
"epoch": 36.32,
"step": 145
},
{
"loss": 0.033,
"grad_norm": 0.13211219012737274,
"learning_rate": 9.45589919816724e-05,
"epoch": 37.64,
"step": 150
},
{
"loss": 0.037,
"grad_norm": 0.4102602005004883,
"learning_rate": 9.427262313860252e-05,
"epoch": 38.96,
"step": 155
},
{
"loss": 0.0311,
"grad_norm": 0.2893109917640686,
"learning_rate": 9.398625429553265e-05,
"epoch": 40.0,
"step": 160
},
{
"loss": 0.0287,
"grad_norm": 0.11406466364860535,
"learning_rate": 9.369988545246277e-05,
"epoch": 41.32,
"step": 165
},
{
"loss": 0.0258,
"grad_norm": 0.08748920261859894,
"learning_rate": 9.34135166093929e-05,
"epoch": 42.64,
"step": 170
},
{
"loss": 0.0268,
"grad_norm": 0.07573909312486649,
"learning_rate": 9.312714776632303e-05,
"epoch": 43.96,
"step": 175
},
{
"loss": 0.0271,
"grad_norm": 0.1996045708656311,
"learning_rate": 9.284077892325315e-05,
"epoch": 45.0,
"step": 180
},
{
"loss": 0.0264,
"grad_norm": 0.08400023728609085,
"learning_rate": 9.255441008018328e-05,
"epoch": 46.32,
"step": 185
},
{
"loss": 0.0274,
"grad_norm": 0.0711919367313385,
"learning_rate": 9.22680412371134e-05,
"epoch": 47.64,
"step": 190
},
{
"loss": 0.0279,
"grad_norm": 0.06651347130537033,
"learning_rate": 9.198167239404353e-05,
"epoch": 48.96,
"step": 195
},
{
"loss": 0.0272,
"grad_norm": 0.24562561511993408,
"learning_rate": 9.169530355097366e-05,
"epoch": 50.0,
"step": 200
},
{
"loss": 0.026,
"grad_norm": 0.0616053007543087,
"learning_rate": 9.140893470790379e-05,
"epoch": 51.32,
"step": 205
},
{
"loss": 0.0264,
"grad_norm": 0.06975845992565155,
"learning_rate": 9.112256586483391e-05,
"epoch": 52.64,
"step": 210
},
{
"loss": 0.0296,
"grad_norm": 0.06902232021093369,
"learning_rate": 9.083619702176404e-05,
"epoch": 53.96,
"step": 215
},
{
"loss": 0.0251,
"grad_norm": 0.10667756199836731,
"learning_rate": 9.054982817869416e-05,
"epoch": 55.0,
"step": 220
},
{
"loss": 0.029,
"grad_norm": 0.0660930648446083,
"learning_rate": 9.026345933562429e-05,
"epoch": 56.32,
"step": 225
},
{
"loss": 0.0275,
"grad_norm": 0.074557825922966,
"learning_rate": 8.997709049255442e-05,
"epoch": 57.64,
"step": 230
},
{
"loss": 0.0262,
"grad_norm": 0.08831540495157242,
"learning_rate": 8.969072164948454e-05,
"epoch": 58.96,
"step": 235
},
{
"loss": 0.0261,
"grad_norm": 0.22735385596752167,
"learning_rate": 8.940435280641467e-05,
"epoch": 60.0,
"step": 240
},
{
"loss": 0.0259,
"grad_norm": 0.06131317466497421,
"learning_rate": 8.91179839633448e-05,
"epoch": 61.32,
"step": 245
},
{
"loss": 0.0271,
"grad_norm": 0.068184994161129,
"learning_rate": 8.883161512027491e-05,
"epoch": 62.64,
"step": 250
},
{
"loss": 0.0275,
"grad_norm": 0.0729694589972496,
"learning_rate": 8.854524627720504e-05,
"epoch": 63.96,
"step": 255
},
{
"loss": 0.0301,
"grad_norm": 0.1975248008966446,
"learning_rate": 8.825887743413516e-05,
"epoch": 65.0,
"step": 260
},
{
"loss": 0.0273,
"grad_norm": 0.07164333015680313,
"learning_rate": 8.797250859106529e-05,
"epoch": 66.32,
"step": 265
},
{
"loss": 0.0267,
"grad_norm": 0.06032837554812431,
"learning_rate": 8.768613974799542e-05,
"epoch": 67.64,
"step": 270
},
{
"loss": 0.0248,
"grad_norm": 0.050918616354465485,
"learning_rate": 8.739977090492554e-05,
"epoch": 68.96,
"step": 275
},
{
"loss": 0.0284,
"grad_norm": 0.20868206024169922,
"learning_rate": 8.711340206185567e-05,
"epoch": 70.0,
"step": 280
},
{
"loss": 0.0259,
"grad_norm": 0.050072211772203445,
"learning_rate": 8.682703321878581e-05,
"epoch": 71.32,
"step": 285
},
{
"loss": 0.0277,
"grad_norm": 0.0608336441218853,
"learning_rate": 8.654066437571594e-05,
"epoch": 72.64,
"step": 290
},
{
"loss": 0.0271,
"grad_norm": 0.07141011953353882,
"learning_rate": 8.625429553264606e-05,
"epoch": 73.96,
"step": 295
},
{
"loss": 0.0256,
"grad_norm": 0.16228893399238586,
"learning_rate": 8.596792668957619e-05,
"epoch": 75.0,
"step": 300
},
{
"loss": 0.027,
"grad_norm": 0.04127690568566322,
"learning_rate": 8.56815578465063e-05,
"epoch": 76.32,
"step": 305
},
{
"loss": 0.0284,
"grad_norm": 0.06858009845018387,
"learning_rate": 8.539518900343643e-05,
"epoch": 77.64,
"step": 310
},
{
"loss": 0.025,
"grad_norm": 0.05909297242760658,
"learning_rate": 8.510882016036655e-05,
"epoch": 78.96,
"step": 315
},
{
"loss": 0.0254,
"grad_norm": 0.12499495595693588,
"learning_rate": 8.482245131729668e-05,
"epoch": 80.0,
"step": 320
},
{
"loss": 0.0249,
"grad_norm": 0.04856644943356514,
"learning_rate": 8.453608247422681e-05,
"epoch": 81.32,
"step": 325
},
{
"loss": 0.0263,
"grad_norm": 0.0574868768453598,
"learning_rate": 8.424971363115693e-05,
"epoch": 82.64,
"step": 330
},
{
"loss": 0.0256,
"grad_norm": 0.06135628744959831,
"learning_rate": 8.396334478808706e-05,
"epoch": 83.96,
"step": 335
},
{
"loss": 0.0258,
"grad_norm": 0.2018657624721527,
"learning_rate": 8.367697594501719e-05,
"epoch": 85.0,
"step": 340
},
{
"loss": 0.0268,
"grad_norm": 0.05721297487616539,
"learning_rate": 8.339060710194731e-05,
"epoch": 86.32,
"step": 345
},
{
"loss": 0.0285,
"grad_norm": 0.05885870382189751,
"learning_rate": 8.310423825887744e-05,
"epoch": 87.64,
"step": 350
},
{
"loss": 0.0256,
"grad_norm": 0.05785217508673668,
"learning_rate": 8.281786941580757e-05,
"epoch": 88.96,
"step": 355
},
{
"loss": 0.0294,
"grad_norm": 0.17710524797439575,
"learning_rate": 8.253150057273768e-05,
"epoch": 90.0,
"step": 360
},
{
"loss": 0.0277,
"grad_norm": 0.05927494168281555,
"learning_rate": 8.224513172966782e-05,
"epoch": 91.32,
"step": 365
},
{
"loss": 0.0264,
"grad_norm": 0.051491010934114456,
"learning_rate": 8.195876288659795e-05,
"epoch": 92.64,
"step": 370
},
{
"loss": 0.0282,
"grad_norm": 0.06178572028875351,
"learning_rate": 8.167239404352807e-05,
"epoch": 93.96,
"step": 375
},
{
"loss": 0.0293,
"grad_norm": 0.19226157665252686,
"learning_rate": 8.13860252004582e-05,
"epoch": 95.0,
"step": 380
},
{
"loss": 0.027,
"grad_norm": 0.06012823060154915,
"learning_rate": 8.109965635738833e-05,
"epoch": 96.32,
"step": 385
},
{
"loss": 0.0258,
"grad_norm": 0.06309428811073303,
"learning_rate": 8.081328751431845e-05,
"epoch": 97.64,
"step": 390
},
{
"loss": 0.0269,
"grad_norm": 0.046993400901556015,
"learning_rate": 8.052691867124858e-05,
"epoch": 98.96,
"step": 395
},
{
"loss": 0.0248,
"grad_norm": 0.1542193591594696,
"learning_rate": 8.02405498281787e-05,
"epoch": 100.0,
"step": 400
},
{
"loss": 0.0263,
"grad_norm": 0.05458739772439003,
"learning_rate": 7.995418098510883e-05,
"epoch": 101.32,
"step": 405
},
{
"loss": 0.0249,
"grad_norm": 0.04941762611269951,
"learning_rate": 7.966781214203894e-05,
"epoch": 102.64,
"step": 410
},
{
"loss": 0.0269,
"grad_norm": 0.04495888948440552,
"learning_rate": 7.938144329896907e-05,
"epoch": 103.96,
"step": 415
},
{
"loss": 0.029,
"grad_norm": 0.19357310235500336,
"learning_rate": 7.90950744558992e-05,
"epoch": 105.0,
"step": 420
},
{
"loss": 0.024,
"grad_norm": 0.04544796049594879,
"learning_rate": 7.880870561282932e-05,
"epoch": 106.32,
"step": 425
},
{
"loss": 0.0271,
"grad_norm": 0.04826819896697998,
"learning_rate": 7.852233676975945e-05,
"epoch": 107.64,
"step": 430
},
{
"loss": 0.0251,
"grad_norm": 0.05058639496564865,
"learning_rate": 7.823596792668958e-05,
"epoch": 108.96,
"step": 435
},
{
"loss": 0.0272,
"grad_norm": 0.1780562549829483,
"learning_rate": 7.79495990836197e-05,
"epoch": 110.0,
"step": 440
},
{
"loss": 0.0252,
"grad_norm": 0.054112792015075684,
"learning_rate": 7.766323024054983e-05,
"epoch": 111.32,
"step": 445
},
{
"loss": 0.0268,
"grad_norm": 0.045506369322538376,
"learning_rate": 7.737686139747996e-05,
"epoch": 112.64,
"step": 450
},
{
"loss": 0.0275,
"grad_norm": 0.0638531893491745,
"learning_rate": 7.709049255441008e-05,
"epoch": 113.96,
"step": 455
},
{
"loss": 0.0293,
"grad_norm": 0.11949213594198227,
"learning_rate": 7.680412371134021e-05,
"epoch": 115.0,
"step": 460
},
{
"loss": 0.0286,
"grad_norm": 0.052554901689291,
"learning_rate": 7.651775486827034e-05,
"epoch": 116.32,
"step": 465
},
{
"loss": 0.025,
"grad_norm": 0.0534280464053154,
"learning_rate": 7.623138602520046e-05,
"epoch": 117.64,
"step": 470
},
{
"loss": 0.0253,
"grad_norm": 0.05215456336736679,
"learning_rate": 7.594501718213059e-05,
"epoch": 118.96,
"step": 475
},
{
"loss": 0.0283,
"grad_norm": 0.1722528636455536,
"learning_rate": 7.565864833906071e-05,
"epoch": 120.0,
"step": 480
},
{
"loss": 0.0248,
"grad_norm": 0.04686707630753517,
"learning_rate": 7.537227949599084e-05,
"epoch": 121.32,
"step": 485
},
{
"loss": 0.0282,
"grad_norm": 0.04382602870464325,
"learning_rate": 7.508591065292097e-05,
"epoch": 122.64,
"step": 490
},
{
"loss": 0.0238,
"grad_norm": 0.050038859248161316,
"learning_rate": 7.47995418098511e-05,
"epoch": 123.96,
"step": 495
},
{
"loss": 0.0291,
"grad_norm": 0.2253010869026184,
"learning_rate": 7.451317296678122e-05,
"epoch": 125.0,
"step": 500
},
{
"loss": 0.025,
"grad_norm": 0.04693606123328209,
"learning_rate": 7.422680412371135e-05,
"epoch": 126.32,
"step": 505
},
{
"loss": 0.0253,
"grad_norm": 0.049830447882413864,
"learning_rate": 7.394043528064147e-05,
"epoch": 127.64,
"step": 510
},
{
"loss": 0.025,
"grad_norm": 0.04743658006191254,
"learning_rate": 7.36540664375716e-05,
"epoch": 128.96,
"step": 515
},
{
"loss": 0.0259,
"grad_norm": 0.12724989652633667,
"learning_rate": 7.336769759450171e-05,
"epoch": 130.0,
"step": 520
},
{
"loss": 0.0254,
"grad_norm": 0.03683329001069069,
"learning_rate": 7.308132875143184e-05,
"epoch": 131.32,
"step": 525
},
{
"loss": 0.0252,
"grad_norm": 0.0378730334341526,
"learning_rate": 7.279495990836197e-05,
"epoch": 132.64,
"step": 530
},
{
"loss": 0.0249,
"grad_norm": 0.03952781856060028,
"learning_rate": 7.250859106529209e-05,
"epoch": 133.96,
"step": 535
},
{
"loss": 0.024,
"grad_norm": 0.1001277044415474,
"learning_rate": 7.222222222222222e-05,
"epoch": 135.0,
"step": 540
},
{
"loss": 0.0248,
"grad_norm": 0.04310076683759689,
"learning_rate": 7.193585337915235e-05,
"epoch": 136.32,
"step": 545
},
{
"loss": 0.0259,
"grad_norm": 0.049055248498916626,
"learning_rate": 7.164948453608247e-05,
"epoch": 137.64,
"step": 550
},
{
"loss": 0.026,
"grad_norm": 0.04117117077112198,
"learning_rate": 7.136311569301261e-05,
"epoch": 138.96,
"step": 555
},
{
"loss": 0.0261,
"grad_norm": 0.14032188057899475,
"learning_rate": 7.107674684994274e-05,
"epoch": 140.0,
"step": 560
},
{
"loss": 0.0257,
"grad_norm": 0.03699187934398651,
"learning_rate": 7.079037800687286e-05,
"epoch": 141.32,
"step": 565
},
{
"loss": 0.0252,
"grad_norm": 0.03184113651514053,
"learning_rate": 7.050400916380299e-05,
"epoch": 142.64,
"step": 570
},
{
"loss": 0.0279,
"grad_norm": 0.03523986041545868,
"learning_rate": 7.02176403207331e-05,
"epoch": 143.96,
"step": 575
},
{
"loss": 0.0261,
"grad_norm": 0.11709292978048325,
"learning_rate": 6.993127147766323e-05,
"epoch": 145.0,
"step": 580
},
{
"loss": 0.0262,
"grad_norm": 0.044267136603593826,
"learning_rate": 6.964490263459336e-05,
"epoch": 146.32,
"step": 585
},
{
"loss": 0.0253,
"grad_norm": 0.03591278940439224,
"learning_rate": 6.935853379152348e-05,
"epoch": 147.64,
"step": 590
},
{
"loss": 0.0254,
"grad_norm": 0.04102271422743797,
"learning_rate": 6.907216494845361e-05,
"epoch": 148.96,
"step": 595
},
{
"loss": 0.0247,
"grad_norm": 0.1395753175020218,
"learning_rate": 6.878579610538374e-05,
"epoch": 150.0,
"step": 600
},
{
"loss": 0.0248,
"grad_norm": 0.03915086388587952,
"learning_rate": 6.849942726231386e-05,
"epoch": 151.32,
"step": 605
},
{
"loss": 0.0252,
"grad_norm": 0.04001757502555847,
"learning_rate": 6.821305841924399e-05,
"epoch": 152.64,
"step": 610
},
{
"loss": 0.0255,
"grad_norm": 0.035493578761816025,
"learning_rate": 6.792668957617412e-05,
"epoch": 153.96,
"step": 615
},
{
"loss": 0.0246,
"grad_norm": 0.10175420343875885,
"learning_rate": 6.764032073310424e-05,
"epoch": 155.0,
"step": 620
},
{
"loss": 0.0258,
"grad_norm": 0.03624376282095909,
"learning_rate": 6.735395189003437e-05,
"epoch": 156.32,
"step": 625
},
{
"loss": 0.0249,
"grad_norm": 0.03502817824482918,
"learning_rate": 6.706758304696448e-05,
"epoch": 157.64,
"step": 630
},
{
"loss": 0.0262,
"grad_norm": 0.03859894722700119,
"learning_rate": 6.678121420389462e-05,
"epoch": 158.96,
"step": 635
},
{
"loss": 0.0226,
"grad_norm": 0.06981882452964783,
"learning_rate": 6.649484536082475e-05,
"epoch": 160.0,
"step": 640
},
{
"loss": 0.0265,
"grad_norm": 0.03441610559821129,
"learning_rate": 6.620847651775487e-05,
"epoch": 161.32,
"step": 645
},
{
"loss": 0.0277,
"grad_norm": 0.036944545805454254,
"learning_rate": 6.5922107674685e-05,
"epoch": 162.64,
"step": 650
},
{
"loss": 0.0232,
"grad_norm": 0.03797508403658867,
"learning_rate": 6.563573883161513e-05,
"epoch": 163.96,
"step": 655
},
{
"loss": 0.0322,
"grad_norm": 0.16768686473369598,
"learning_rate": 6.534936998854525e-05,
"epoch": 165.0,
"step": 660
},
{
"loss": 0.0255,
"grad_norm": 0.0388292521238327,
"learning_rate": 6.506300114547538e-05,
"epoch": 166.32,
"step": 665
},
{
"loss": 0.0269,
"grad_norm": 0.03560105338692665,
"learning_rate": 6.477663230240551e-05,
"epoch": 167.64,
"step": 670
},
{
"loss": 0.025,
"grad_norm": 0.03672980144619942,
"learning_rate": 6.449026345933563e-05,
"epoch": 168.96,
"step": 675
},
{
"loss": 0.0264,
"grad_norm": 0.12576459348201752,
"learning_rate": 6.420389461626576e-05,
"epoch": 170.0,
"step": 680
},
{
"loss": 0.0259,
"grad_norm": 0.03619985654950142,
"learning_rate": 6.391752577319587e-05,
"epoch": 171.32,
"step": 685
},
{
"loss": 0.0258,
"grad_norm": 0.039056118577718735,
"learning_rate": 6.3631156930126e-05,
"epoch": 172.64,
"step": 690
},
{
"loss": 0.0274,
"grad_norm": 0.038847099989652634,
"learning_rate": 6.334478808705613e-05,
"epoch": 173.96,
"step": 695
},
{
"loss": 0.0286,
"grad_norm": 0.16686807572841644,
"learning_rate": 6.305841924398625e-05,
"epoch": 175.0,
"step": 700
},
{
"loss": 0.0259,
"grad_norm": 0.05031794682145119,
"learning_rate": 6.277205040091638e-05,
"epoch": 176.32,
"step": 705
},
{
"loss": 0.0276,
"grad_norm": 0.04565591365098953,
"learning_rate": 6.24856815578465e-05,
"epoch": 177.64,
"step": 710
},
{
"loss": 0.0266,
"grad_norm": 0.03768942877650261,
"learning_rate": 6.219931271477663e-05,
"epoch": 178.96,
"step": 715
},
{
"loss": 0.0257,
"grad_norm": 0.11469785869121552,
"learning_rate": 6.191294387170676e-05,
"epoch": 180.0,
"step": 720
},
{
"loss": 0.0247,
"grad_norm": 0.030458994209766388,
"learning_rate": 6.162657502863689e-05,
"epoch": 181.32,
"step": 725
},
{
"loss": 0.0245,
"grad_norm": 0.0403740219771862,
"learning_rate": 6.134020618556701e-05,
"epoch": 182.64,
"step": 730
},
{
"loss": 0.0257,
"grad_norm": 0.034362345933914185,
"learning_rate": 6.105383734249714e-05,
"epoch": 183.96,
"step": 735
},
{
"loss": 0.0298,
"grad_norm": 0.12944023311138153,
"learning_rate": 6.076746849942726e-05,
"epoch": 185.0,
"step": 740
},
{
"loss": 0.0283,
"grad_norm": 0.03261566907167435,
"learning_rate": 6.0481099656357384e-05,
"epoch": 186.32,
"step": 745
},
{
"loss": 0.0283,
"grad_norm": 0.03417959436774254,
"learning_rate": 6.019473081328752e-05,
"epoch": 187.64,
"step": 750
},
{
"loss": 0.0257,
"grad_norm": 0.04224235191941261,
"learning_rate": 5.9908361970217644e-05,
"epoch": 188.96,
"step": 755
},
{
"loss": 0.0261,
"grad_norm": 0.09795470535755157,
"learning_rate": 5.962199312714777e-05,
"epoch": 190.0,
"step": 760
},
{
"loss": 0.0276,
"grad_norm": 0.034013886004686356,
"learning_rate": 5.93356242840779e-05,
"epoch": 191.32,
"step": 765
},
{
"loss": 0.0255,
"grad_norm": 0.03457369655370712,
"learning_rate": 5.904925544100802e-05,
"epoch": 192.64,
"step": 770
},
{
"loss": 0.0261,
"grad_norm": 0.036052409559488297,
"learning_rate": 5.876288659793815e-05,
"epoch": 193.96,
"step": 775
},
{
"loss": 0.0245,
"grad_norm": 0.12311119586229324,
"learning_rate": 5.8476517754868276e-05,
"epoch": 195.0,
"step": 780
},
{
"loss": 0.0246,
"grad_norm": 0.03625670447945595,
"learning_rate": 5.81901489117984e-05,
"epoch": 196.32,
"step": 785
},
{
"loss": 0.0255,
"grad_norm": 0.03344730660319328,
"learning_rate": 5.790378006872853e-05,
"epoch": 197.64,
"step": 790
},
{
"loss": 0.0256,
"grad_norm": 0.03694983199238777,
"learning_rate": 5.761741122565865e-05,
"epoch": 198.96,
"step": 795
},
{
"loss": 0.0236,
"grad_norm": 0.09953363239765167,
"learning_rate": 5.7331042382588775e-05,
"epoch": 200.0,
"step": 800
},
{
"loss": 0.0261,
"grad_norm": 0.03145632892847061,
"learning_rate": 5.70446735395189e-05,
"epoch": 201.32,
"step": 805
},
{
"loss": 0.0255,
"grad_norm": 0.03063499927520752,
"learning_rate": 5.675830469644903e-05,
"epoch": 202.64,
"step": 810
},
{
"loss": 0.0242,
"grad_norm": 0.03953195735812187,
"learning_rate": 5.6471935853379155e-05,
"epoch": 203.96,
"step": 815
},
{
"loss": 0.0256,
"grad_norm": 0.1121605709195137,
"learning_rate": 5.618556701030928e-05,
"epoch": 205.0,
"step": 820
},
{
"loss": 0.0241,
"grad_norm": 0.033474210649728775,
"learning_rate": 5.589919816723941e-05,
"epoch": 206.32,
"step": 825
},
{
"loss": 0.0256,
"grad_norm": 0.0343954972922802,
"learning_rate": 5.5612829324169534e-05,
"epoch": 207.64,
"step": 830
},
{
"loss": 0.0283,
"grad_norm": 0.03260468319058418,
"learning_rate": 5.532646048109966e-05,
"epoch": 208.96,
"step": 835
},
{
"loss": 0.0266,
"grad_norm": 0.13329541683197021,
"learning_rate": 5.504009163802979e-05,
"epoch": 210.0,
"step": 840
},
{
"loss": 0.0252,
"grad_norm": 0.03365395963191986,
"learning_rate": 5.4753722794959914e-05,
"epoch": 211.32,
"step": 845
},
{
"loss": 0.0261,
"grad_norm": 0.03918300196528435,
"learning_rate": 5.4467353951890033e-05,
"epoch": 212.64,
"step": 850
},
{
"loss": 0.026,
"grad_norm": 0.03515869006514549,
"learning_rate": 5.418098510882016e-05,
"epoch": 213.96,
"step": 855
},
{
"loss": 0.0257,
"grad_norm": 0.10486629605293274,
"learning_rate": 5.3894616265750286e-05,
"epoch": 215.0,
"step": 860
},
{
"loss": 0.0267,
"grad_norm": 0.029519587755203247,
"learning_rate": 5.360824742268041e-05,
"epoch": 216.32,
"step": 865
},
{
"loss": 0.0239,
"grad_norm": 0.030420970171689987,
"learning_rate": 5.332187857961054e-05,
"epoch": 217.64,
"step": 870
},
{
"loss": 0.0248,
"grad_norm": 0.03258471190929413,
"learning_rate": 5.3035509736540666e-05,
"epoch": 218.96,
"step": 875
},
{
"loss": 0.0235,
"grad_norm": 0.07781662046909332,
"learning_rate": 5.274914089347079e-05,
"epoch": 220.0,
"step": 880
},
{
"loss": 0.0268,
"grad_norm": 0.03286142647266388,
"learning_rate": 5.246277205040092e-05,
"epoch": 221.32,
"step": 885
},
{
"loss": 0.024,
"grad_norm": 0.026355694979429245,
"learning_rate": 5.2176403207331045e-05,
"epoch": 222.64,
"step": 890
},
{
"loss": 0.0265,
"grad_norm": 0.02968011051416397,
"learning_rate": 5.189003436426118e-05,
"epoch": 223.96,
"step": 895
},
{
"loss": 0.0279,
"grad_norm": 0.1632937341928482,
"learning_rate": 5.1603665521191305e-05,
"epoch": 225.0,
"step": 900
},
{
"loss": 0.0251,
"grad_norm": 0.03267141059041023,
"learning_rate": 5.131729667812142e-05,
"epoch": 226.32,
"step": 905
},
{
"loss": 0.0245,
"grad_norm": 0.025778910145163536,
"learning_rate": 5.1030927835051544e-05,
"epoch": 227.64,
"step": 910
},
{
"loss": 0.0251,
"grad_norm": 0.03185122087597847,
"learning_rate": 5.074455899198167e-05,
"epoch": 228.96,
"step": 915
},
{
"loss": 0.0249,
"grad_norm": 0.0830194354057312,
"learning_rate": 5.04581901489118e-05,
"epoch": 230.0,
"step": 920
},
{
"loss": 0.0252,
"grad_norm": 0.03192887455224991,
"learning_rate": 5.0171821305841924e-05,
"epoch": 231.32,
"step": 925
},
{
"loss": 0.0236,
"grad_norm": 0.026514912024140358,
"learning_rate": 4.988545246277205e-05,
"epoch": 232.64,
"step": 930
},
{
"loss": 0.0263,
"grad_norm": 0.03372190147638321,
"learning_rate": 4.9599083619702184e-05,
"epoch": 233.96,
"step": 935
},
{
"loss": 0.0256,
"grad_norm": 0.10725880414247513,
"learning_rate": 4.931271477663231e-05,
"epoch": 235.0,
"step": 940
},
{
"loss": 0.0261,
"grad_norm": 0.03309418633580208,
"learning_rate": 4.902634593356243e-05,
"epoch": 236.32,
"step": 945
},
{
"loss": 0.0255,
"grad_norm": 0.0354965403676033,
"learning_rate": 4.8739977090492556e-05,
"epoch": 237.64,
"step": 950
},
{
"loss": 0.0246,
"grad_norm": 0.04068442061543465,
"learning_rate": 4.845360824742268e-05,
"epoch": 238.96,
"step": 955
},
{
"loss": 0.025,
"grad_norm": 0.1276317983865738,
"learning_rate": 4.816723940435281e-05,
"epoch": 240.0,
"step": 960
},
{
"loss": 0.0245,
"grad_norm": 0.034470636397600174,
"learning_rate": 4.7880870561282936e-05,
"epoch": 241.32,
"step": 965
},
{
"loss": 0.0272,
"grad_norm": 0.025602007284760475,
"learning_rate": 4.7594501718213055e-05,
"epoch": 242.64,
"step": 970
},
{
"loss": 0.0257,
"grad_norm": 0.032913003116846085,
"learning_rate": 4.730813287514318e-05,
"epoch": 243.96,
"step": 975
},
{
"loss": 0.0274,
"grad_norm": 0.11084076762199402,
"learning_rate": 4.7021764032073315e-05,
"epoch": 245.0,
"step": 980
},
{
"loss": 0.0236,
"grad_norm": 0.02817012369632721,
"learning_rate": 4.673539518900344e-05,
"epoch": 246.32,
"step": 985
},
{
"loss": 0.0276,
"grad_norm": 0.028098898008465767,
"learning_rate": 4.644902634593357e-05,
"epoch": 247.64,
"step": 990
},
{
"loss": 0.0249,
"grad_norm": 0.029864411801099777,
"learning_rate": 4.6162657502863694e-05,
"epoch": 248.96,
"step": 995
},
{
"loss": 0.0262,
"grad_norm": 0.10239987075328827,
"learning_rate": 4.5876288659793814e-05,
"epoch": 250.0,
"step": 1000
},
{
"loss": 0.0251,
"grad_norm": 0.033294081687927246,
"learning_rate": 4.558991981672394e-05,
"epoch": 251.32,
"step": 1005
},
{
"loss": 0.0239,
"grad_norm": 0.030628401786088943,
"learning_rate": 4.530355097365407e-05,
"epoch": 252.64,
"step": 1010
},
{
"loss": 0.0264,
"grad_norm": 0.03173668682575226,
"learning_rate": 4.5017182130584194e-05,
"epoch": 253.96,
"step": 1015
},
{
"loss": 0.0242,
"grad_norm": 0.09285196661949158,
"learning_rate": 4.473081328751432e-05,
"epoch": 255.0,
"step": 1020
},
{
"loss": 0.0254,
"grad_norm": 0.03307323157787323,
"learning_rate": 4.4444444444444447e-05,
"epoch": 256.32,
"step": 1025
},
{
"loss": 0.0248,
"grad_norm": 0.029536208137869835,
"learning_rate": 4.415807560137457e-05,
"epoch": 257.64,
"step": 1030
},
{
"loss": 0.0248,
"grad_norm": 0.027524439617991447,
"learning_rate": 4.38717067583047e-05,
"epoch": 258.96,
"step": 1035
},
{
"loss": 0.0259,
"grad_norm": 0.10678362846374512,
"learning_rate": 4.3585337915234826e-05,
"epoch": 260.0,
"step": 1040
},
{
"loss": 0.0269,
"grad_norm": 0.027754319831728935,
"learning_rate": 4.329896907216495e-05,
"epoch": 261.32,
"step": 1045
},
{
"loss": 0.0256,
"grad_norm": 0.02972453087568283,
"learning_rate": 4.301260022909508e-05,
"epoch": 262.64,
"step": 1050
},
{
"loss": 0.025,
"grad_norm": 0.03246995434165001,
"learning_rate": 4.27262313860252e-05,
"epoch": 263.96,
"step": 1055
},
{
"loss": 0.0278,
"grad_norm": 0.15239392220973969,
"learning_rate": 4.2439862542955325e-05,
"epoch": 265.0,
"step": 1060
},
{
"loss": 0.0244,
"grad_norm": 0.034153860062360764,
"learning_rate": 4.215349369988545e-05,
"epoch": 266.32,
"step": 1065
},
{
"loss": 0.0239,
"grad_norm": 0.03899780660867691,
"learning_rate": 4.1867124856815585e-05,
"epoch": 267.64,
"step": 1070
},
{
"loss": 0.024,
"grad_norm": 0.036253299564123154,
"learning_rate": 4.158075601374571e-05,
"epoch": 268.96,
"step": 1075
},
{
"loss": 0.0255,
"grad_norm": 0.12491603940725327,
"learning_rate": 4.129438717067583e-05,
"epoch": 270.0,
"step": 1080
},
{
"loss": 0.0254,
"grad_norm": 0.03496798872947693,
"learning_rate": 4.100801832760596e-05,
"epoch": 271.32,
"step": 1085
},
{
"loss": 0.0267,
"grad_norm": 0.031449515372514725,
"learning_rate": 4.0721649484536084e-05,
"epoch": 272.64,
"step": 1090
},
{
"loss": 0.0243,
"grad_norm": 0.034022897481918335,
"learning_rate": 4.043528064146621e-05,
"epoch": 273.96,
"step": 1095
},
{
"loss": 0.0253,
"grad_norm": 0.06534016132354736,
"learning_rate": 4.014891179839634e-05,
"epoch": 275.0,
"step": 1100
},
{
"loss": 0.0241,
"grad_norm": 0.02933563105762005,
"learning_rate": 3.9862542955326463e-05,
"epoch": 276.32,
"step": 1105
},
{
"loss": 0.0235,
"grad_norm": 0.024167519062757492,
"learning_rate": 3.957617411225659e-05,
"epoch": 277.64,
"step": 1110
},
{
"loss": 0.0253,
"grad_norm": 0.02923472411930561,
"learning_rate": 3.9289805269186716e-05,
"epoch": 278.96,
"step": 1115
},
{
"loss": 0.0245,
"grad_norm": 0.10400404036045074,
"learning_rate": 3.900343642611684e-05,
"epoch": 280.0,
"step": 1120
},
{
"loss": 0.0262,
"grad_norm": 0.026971720159053802,
"learning_rate": 3.871706758304697e-05,
"epoch": 281.32,
"step": 1125
},
{
"loss": 0.0258,
"grad_norm": 0.027787964791059494,
"learning_rate": 3.8430698739977096e-05,
"epoch": 282.64,
"step": 1130
},
{
"loss": 0.0236,
"grad_norm": 0.02909763716161251,
"learning_rate": 3.8144329896907216e-05,
"epoch": 283.96,
"step": 1135
},
{
"loss": 0.0257,
"grad_norm": 0.10506591945886612,
"learning_rate": 3.785796105383734e-05,
"epoch": 285.0,
"step": 1140
},
{
"loss": 0.0255,
"grad_norm": 0.026416068896651268,
"learning_rate": 3.757159221076747e-05,
"epoch": 286.32,
"step": 1145
},
{
"loss": 0.0255,
"grad_norm": 0.02788538858294487,
"learning_rate": 3.7285223367697595e-05,
"epoch": 287.64,
"step": 1150
},
{
"loss": 0.0257,
"grad_norm": 0.028938397765159607,
"learning_rate": 3.699885452462772e-05,
"epoch": 288.96,
"step": 1155
},
{
"loss": 0.0246,
"grad_norm": 0.09303420037031174,
"learning_rate": 3.671248568155785e-05,
"epoch": 290.0,
"step": 1160
},
{
"loss": 0.0274,
"grad_norm": 0.02819904498755932,
"learning_rate": 3.6426116838487974e-05,
"epoch": 291.32,
"step": 1165
},
{
"loss": 0.0265,
"grad_norm": 0.02521013841032982,
"learning_rate": 3.61397479954181e-05,
"epoch": 292.64,
"step": 1170
},
{
"loss": 0.0246,
"grad_norm": 0.028579730540513992,
"learning_rate": 3.585337915234823e-05,
"epoch": 293.96,
"step": 1175
},
{
"loss": 0.0254,
"grad_norm": 0.13070620596408844,
"learning_rate": 3.5567010309278354e-05,
"epoch": 295.0,
"step": 1180
},
{
"loss": 0.0273,
"grad_norm": 0.03249520808458328,
"learning_rate": 3.528064146620848e-05,
"epoch": 296.32,
"step": 1185
},
{
"loss": 0.0254,
"grad_norm": 0.032945092767477036,
"learning_rate": 3.49942726231386e-05,
"epoch": 297.64,
"step": 1190
},
{
"loss": 0.0239,
"grad_norm": 0.03109157644212246,
"learning_rate": 3.4707903780068726e-05,
"epoch": 298.96,
"step": 1195
},
{
"loss": 0.0254,
"grad_norm": 0.09283483028411865,
"learning_rate": 3.442153493699885e-05,
"epoch": 300.0,
"step": 1200
},
{
"loss": 0.0243,
"grad_norm": 0.02629636600613594,
"learning_rate": 3.4135166093928986e-05,
"epoch": 301.32,
"step": 1205
},
{
"loss": 0.0246,
"grad_norm": 0.026495998725295067,
"learning_rate": 3.384879725085911e-05,
"epoch": 302.64,
"step": 1210
},
{
"loss": 0.0254,
"grad_norm": 0.03182537853717804,
"learning_rate": 3.356242840778923e-05,
"epoch": 303.96,
"step": 1215
},
{
"loss": 0.0277,
"grad_norm": 0.1262892484664917,
"learning_rate": 3.327605956471936e-05,
"epoch": 305.0,
"step": 1220
},
{
"loss": 0.0247,
"grad_norm": 0.025825241580605507,
"learning_rate": 3.2989690721649485e-05,
"epoch": 306.32,
"step": 1225
},
{
"loss": 0.0261,
"grad_norm": 0.028928352519869804,
"learning_rate": 3.270332187857961e-05,
"epoch": 307.64,
"step": 1230
},
{
"loss": 0.024,
"grad_norm": 0.02902476117014885,
"learning_rate": 3.241695303550974e-05,
"epoch": 308.96,
"step": 1235
},
{
"loss": 0.0243,
"grad_norm": 0.0863378494977951,
"learning_rate": 3.2130584192439865e-05,
"epoch": 310.0,
"step": 1240
},
{
"loss": 0.0256,
"grad_norm": 0.025777235627174377,
"learning_rate": 3.184421534936999e-05,
"epoch": 311.32,
"step": 1245
},
{
"loss": 0.0277,
"grad_norm": 0.032301124185323715,
"learning_rate": 3.155784650630012e-05,
"epoch": 312.64,
"step": 1250
},
{
"loss": 0.023,
"grad_norm": 0.030173856765031815,
"learning_rate": 3.1271477663230244e-05,
"epoch": 313.96,
"step": 1255
},
{
"loss": 0.0252,
"grad_norm": 0.10123752802610397,
"learning_rate": 3.098510882016037e-05,
"epoch": 315.0,
"step": 1260
},
{
"loss": 0.0265,
"grad_norm": 0.033587053418159485,
"learning_rate": 3.06987399770905e-05,
"epoch": 316.32,
"step": 1265
},
{
"loss": 0.0256,
"grad_norm": 0.030187850818037987,
"learning_rate": 3.0412371134020617e-05,
"epoch": 317.64,
"step": 1270
},
{
"loss": 0.0228,
"grad_norm": 0.031232206150889397,
"learning_rate": 3.0126002290950743e-05,
"epoch": 318.96,
"step": 1275
},
{
"loss": 0.0261,
"grad_norm": 0.10285497456789017,
"learning_rate": 2.983963344788087e-05,
"epoch": 320.0,
"step": 1280
},
{
"loss": 0.0239,
"grad_norm": 0.03162487596273422,
"learning_rate": 2.9553264604811e-05,
"epoch": 321.32,
"step": 1285
},
{
"loss": 0.0243,
"grad_norm": 0.026845673099160194,
"learning_rate": 2.9266895761741126e-05,
"epoch": 322.64,
"step": 1290
},
{
"loss": 0.0245,
"grad_norm": 0.03410990908741951,
"learning_rate": 2.8980526918671253e-05,
"epoch": 323.96,
"step": 1295
},
{
"loss": 0.025,
"grad_norm": 0.11296053230762482,
"learning_rate": 2.8694158075601372e-05,
"epoch": 325.0,
"step": 1300
},
{
"loss": 0.0235,
"grad_norm": 0.032931629568338394,
"learning_rate": 2.8407789232531502e-05,
"epoch": 326.32,
"step": 1305
},
{
"loss": 0.0237,
"grad_norm": 0.029868880286812782,
"learning_rate": 2.812142038946163e-05,
"epoch": 327.64,
"step": 1310
},
{
"loss": 0.0234,
"grad_norm": 0.032201964408159256,
"learning_rate": 2.7835051546391755e-05,
"epoch": 328.96,
"step": 1315
},
{
"loss": 0.0258,
"grad_norm": 0.06385939568281174,
"learning_rate": 2.754868270332188e-05,
"epoch": 330.0,
"step": 1320
},
{
"loss": 0.0271,
"grad_norm": 0.028011878952383995,
"learning_rate": 2.7262313860252005e-05,
"epoch": 331.32,
"step": 1325
},
{
"loss": 0.027,
"grad_norm": 0.026194827631115913,
"learning_rate": 2.697594501718213e-05,
"epoch": 332.64,
"step": 1330
},
{
"loss": 0.0243,
"grad_norm": 0.032203976064920425,
"learning_rate": 2.6689576174112258e-05,
"epoch": 333.96,
"step": 1335
},
{
"loss": 0.0249,
"grad_norm": 0.12744490802288055,
"learning_rate": 2.6403207331042384e-05,
"epoch": 335.0,
"step": 1340
},
{
"loss": 0.0245,
"grad_norm": 0.030634276568889618,
"learning_rate": 2.611683848797251e-05,
"epoch": 336.32,
"step": 1345
},
{
"loss": 0.0242,
"grad_norm": 0.035180747509002686,
"learning_rate": 2.5830469644902637e-05,
"epoch": 337.64,
"step": 1350
},
{
"loss": 0.0237,
"grad_norm": 0.0278246458619833,
"learning_rate": 2.554410080183276e-05,
"epoch": 338.96,
"step": 1355
},
{
"loss": 0.0271,
"grad_norm": 0.12770524621009827,
"learning_rate": 2.5257731958762887e-05,
"epoch": 340.0,
"step": 1360
},
{
"loss": 0.0229,
"grad_norm": 0.028187578544020653,
"learning_rate": 2.4971363115693013e-05,
"epoch": 341.32,
"step": 1365
},
{
"loss": 0.0264,
"grad_norm": 0.03191933408379555,
"learning_rate": 2.468499427262314e-05,
"epoch": 342.64,
"step": 1370
},
{
"loss": 0.0267,
"grad_norm": 0.028510207310318947,
"learning_rate": 2.4398625429553266e-05,
"epoch": 343.96,
"step": 1375
},
{
"loss": 0.0284,
"grad_norm": 0.12927523255348206,
"learning_rate": 2.4112256586483393e-05,
"epoch": 345.0,
"step": 1380
},
{
"loss": 0.0258,
"grad_norm": 0.025973400101065636,
"learning_rate": 2.3825887743413516e-05,
"epoch": 346.32,
"step": 1385
},
{
"loss": 0.0268,
"grad_norm": 0.03470035642385483,
"learning_rate": 2.3539518900343642e-05,
"epoch": 347.64,
"step": 1390
},
{
"loss": 0.0243,
"grad_norm": 0.032644759863615036,
"learning_rate": 2.3253150057273772e-05,
"epoch": 348.96,
"step": 1395
},
{
"loss": 0.0235,
"grad_norm": 0.06158611923456192,
"learning_rate": 2.2966781214203895e-05,
"epoch": 350.0,
"step": 1400
},
{
"loss": 0.024,
"grad_norm": 0.027565477415919304,
"learning_rate": 2.268041237113402e-05,
"epoch": 351.32,
"step": 1405
},
{
"loss": 0.0241,
"grad_norm": 0.02566066011786461,
"learning_rate": 2.2394043528064148e-05,
"epoch": 352.64,
"step": 1410
},
{
"loss": 0.026,
"grad_norm": 0.032863907516002655,
"learning_rate": 2.210767468499427e-05,
"epoch": 353.96,
"step": 1415
},
{
"loss": 0.0235,
"grad_norm": 0.08345620334148407,
"learning_rate": 2.18213058419244e-05,
"epoch": 355.0,
"step": 1420
},
{
"loss": 0.0252,
"grad_norm": 0.030952632427215576,
"learning_rate": 2.1534936998854528e-05,
"epoch": 356.32,
"step": 1425
},
{
"loss": 0.0256,
"grad_norm": 0.02540181204676628,
"learning_rate": 2.124856815578465e-05,
"epoch": 357.64,
"step": 1430
},
{
"loss": 0.025,
"grad_norm": 0.030262958258390427,
"learning_rate": 2.0962199312714777e-05,
"epoch": 358.96,
"step": 1435
},
{
"loss": 0.0274,
"grad_norm": 0.0926273986697197,
"learning_rate": 2.0675830469644904e-05,
"epoch": 360.0,
"step": 1440
},
{
"loss": 0.0253,
"grad_norm": 0.029099442064762115,
"learning_rate": 2.038946162657503e-05,
"epoch": 361.32,
"step": 1445
},
{
"loss": 0.0238,
"grad_norm": 0.02860356494784355,
"learning_rate": 2.0103092783505157e-05,
"epoch": 362.64,
"step": 1450
},
{
"loss": 0.0251,
"grad_norm": 0.0251298975199461,
"learning_rate": 1.981672394043528e-05,
"epoch": 363.96,
"step": 1455
},
{
"loss": 0.0263,
"grad_norm": 0.102937251329422,
"learning_rate": 1.9530355097365406e-05,
"epoch": 365.0,
"step": 1460
},
{
"loss": 0.0238,
"grad_norm": 0.029179034754633904,
"learning_rate": 1.9243986254295536e-05,
"epoch": 366.32,
"step": 1465
},
{
"loss": 0.0256,
"grad_norm": 0.03023224137723446,
"learning_rate": 1.895761741122566e-05,
"epoch": 367.64,
"step": 1470
},
{
"loss": 0.0258,
"grad_norm": 0.025613192468881607,
"learning_rate": 1.8671248568155786e-05,
"epoch": 368.96,
"step": 1475
},
{
"loss": 0.0275,
"grad_norm": 0.1282639056444168,
"learning_rate": 1.8384879725085912e-05,
"epoch": 370.0,
"step": 1480
},
{
"loss": 0.0233,
"grad_norm": 0.03180160000920296,
"learning_rate": 1.809851088201604e-05,
"epoch": 371.32,
"step": 1485
},
{
"loss": 0.0254,
"grad_norm": 0.028815224766731262,
"learning_rate": 1.7812142038946165e-05,
"epoch": 372.64,
"step": 1490
},
{
"loss": 0.0249,
"grad_norm": 0.02745991200208664,
"learning_rate": 1.7525773195876288e-05,
"epoch": 373.96,
"step": 1495
},
{
"loss": 0.0249,
"grad_norm": 0.06861845403909683,
"learning_rate": 1.7239404352806415e-05,
"epoch": 375.0,
"step": 1500
},
{
"loss": 0.0239,
"grad_norm": 0.04180251061916351,
"learning_rate": 1.695303550973654e-05,
"epoch": 376.32,
"step": 1505
},
{
"loss": 0.0239,
"grad_norm": 0.028186308220028877,
"learning_rate": 1.6666666666666667e-05,
"epoch": 377.64,
"step": 1510
},
{
"loss": 0.025,
"grad_norm": 0.028304923325777054,
"learning_rate": 1.6380297823596794e-05,
"epoch": 378.96,
"step": 1515
},
{
"loss": 0.0253,
"grad_norm": 0.08430459350347519,
"learning_rate": 1.609392898052692e-05,
"epoch": 380.0,
"step": 1520
},
{
"loss": 0.0254,
"grad_norm": 0.02966027520596981,
"learning_rate": 1.5807560137457044e-05,
"epoch": 381.32,
"step": 1525
},
{
"loss": 0.0279,
"grad_norm": 0.029527198523283005,
"learning_rate": 1.5521191294387173e-05,
"epoch": 382.64,
"step": 1530
},
{
"loss": 0.0235,
"grad_norm": 0.0267775971442461,
"learning_rate": 1.5234822451317298e-05,
"epoch": 383.96,
"step": 1535
},
{
"loss": 0.0284,
"grad_norm": 0.12671847641468048,
"learning_rate": 1.4948453608247423e-05,
"epoch": 385.0,
"step": 1540
},
{
"loss": 0.0259,
"grad_norm": 0.033469703048467636,
"learning_rate": 1.466208476517755e-05,
"epoch": 386.32,
"step": 1545
},
{
"loss": 0.0243,
"grad_norm": 0.025073980912566185,
"learning_rate": 1.4375715922107674e-05,
"epoch": 387.64,
"step": 1550
},
{
"loss": 0.0257,
"grad_norm": 0.02944127656519413,
"learning_rate": 1.40893470790378e-05,
"epoch": 388.96,
"step": 1555
},
{
"loss": 0.0274,
"grad_norm": 0.06796223670244217,
"learning_rate": 1.3802978235967929e-05,
"epoch": 390.0,
"step": 1560
},
{
"loss": 0.0234,
"grad_norm": 0.02844148315489292,
"learning_rate": 1.3516609392898052e-05,
"epoch": 391.32,
"step": 1565
},
{
"loss": 0.0256,
"grad_norm": 0.02972300909459591,
"learning_rate": 1.323024054982818e-05,
"epoch": 392.64,
"step": 1570
},
{
"loss": 0.0256,
"grad_norm": 0.029232945293188095,
"learning_rate": 1.2943871706758307e-05,
"epoch": 393.96,
"step": 1575
},
{
"loss": 0.0261,
"grad_norm": 0.09148268401622772,
"learning_rate": 1.2657502863688431e-05,
"epoch": 395.0,
"step": 1580
},
{
"loss": 0.0249,
"grad_norm": 0.03072020411491394,
"learning_rate": 1.2371134020618558e-05,
"epoch": 396.32,
"step": 1585
},
{
"loss": 0.0234,
"grad_norm": 0.028566762804985046,
"learning_rate": 1.2084765177548683e-05,
"epoch": 397.64,
"step": 1590
},
{
"loss": 0.023,
"grad_norm": 0.025427358224987984,
"learning_rate": 1.1798396334478809e-05,
"epoch": 398.96,
"step": 1595
},
{
"loss": 0.0233,
"grad_norm": 0.08522745221853256,
"learning_rate": 1.1512027491408934e-05,
"epoch": 400.0,
"step": 1600
},
{
"loss": 0.0245,
"grad_norm": 0.02868122234940529,
"learning_rate": 1.1225658648339062e-05,
"epoch": 401.32,
"step": 1605
},
{
"loss": 0.0243,
"grad_norm": 0.025327086448669434,
"learning_rate": 1.0939289805269187e-05,
"epoch": 402.64,
"step": 1610
},
{
"loss": 0.0243,
"grad_norm": 0.031643230468034744,
"learning_rate": 1.0652920962199313e-05,
"epoch": 403.96,
"step": 1615
},
{
"loss": 0.0234,
"grad_norm": 0.10179063677787781,
"learning_rate": 1.036655211912944e-05,
"epoch": 405.0,
"step": 1620
},
{
"loss": 0.0244,
"grad_norm": 0.029624126851558685,
"learning_rate": 1.0080183276059566e-05,
"epoch": 406.32,
"step": 1625
},
{
"loss": 0.0257,
"grad_norm": 0.03180712088942528,
"learning_rate": 9.793814432989691e-06,
"epoch": 407.64,
"step": 1630
},
{
"loss": 0.0253,
"grad_norm": 0.028382770717144012,
"learning_rate": 9.507445589919818e-06,
"epoch": 408.96,
"step": 1635
},
{
"loss": 0.0248,
"grad_norm": 0.08088532090187073,
"learning_rate": 9.221076746849944e-06,
"epoch": 410.0,
"step": 1640
},
{
"loss": 0.0274,
"grad_norm": 0.027442801743745804,
"learning_rate": 8.934707903780069e-06,
"epoch": 411.32,
"step": 1645
},
{
"loss": 0.027,
"grad_norm": 0.02709205634891987,
"learning_rate": 8.648339060710195e-06,
"epoch": 412.64,
"step": 1650
},
{
"loss": 0.0255,
"grad_norm": 0.0318048931658268,
"learning_rate": 8.36197021764032e-06,
"epoch": 413.96,
"step": 1655
},
{
"loss": 0.0253,
"grad_norm": 0.08740503340959549,
"learning_rate": 8.075601374570448e-06,
"epoch": 415.0,
"step": 1660
},
{
"loss": 0.0245,
"grad_norm": 0.030353613197803497,
"learning_rate": 7.789232531500573e-06,
"epoch": 416.32,
"step": 1665
},
{
"loss": 0.026,
"grad_norm": 0.025649292394518852,
"learning_rate": 7.502863688430699e-06,
"epoch": 417.64,
"step": 1670
},
{
"loss": 0.0252,
"grad_norm": 0.03072638064622879,
"learning_rate": 7.216494845360824e-06,
"epoch": 418.96,
"step": 1675
},
{
"loss": 0.0237,
"grad_norm": 0.07327978312969208,
"learning_rate": 6.930126002290952e-06,
"epoch": 420.0,
"step": 1680
},
{
"loss": 0.0244,
"grad_norm": 0.0281313955783844,
"learning_rate": 6.643757159221077e-06,
"epoch": 421.32,
"step": 1685
},
{
"loss": 0.0239,
"grad_norm": 0.03089708462357521,
"learning_rate": 6.357388316151203e-06,
"epoch": 422.64,
"step": 1690
},
{
"loss": 0.0253,
"grad_norm": 0.0288774985820055,
"learning_rate": 6.071019473081329e-06,
"epoch": 423.96,
"step": 1695
},
{
"loss": 0.0295,
"grad_norm": 0.12279084324836731,
"learning_rate": 5.784650630011455e-06,
"epoch": 425.0,
"step": 1700
},
{
"loss": 0.0243,
"grad_norm": 0.030958039686083794,
"learning_rate": 5.498281786941581e-06,
"epoch": 426.32,
"step": 1705
},
{
"loss": 0.0238,
"grad_norm": 0.03001331351697445,
"learning_rate": 5.211912943871707e-06,
"epoch": 427.64,
"step": 1710
},
{
"loss": 0.0235,
"grad_norm": 0.026426758617162704,
"learning_rate": 4.925544100801833e-06,
"epoch": 428.96,
"step": 1715
},
{
"loss": 0.0233,
"grad_norm": 0.05782661586999893,
"learning_rate": 4.639175257731959e-06,
"epoch": 430.0,
"step": 1720
},
{
"loss": 0.0256,
"grad_norm": 0.03347543999552727,
"learning_rate": 4.352806414662085e-06,
"epoch": 431.32,
"step": 1725
},
{
"loss": 0.0244,
"grad_norm": 0.02764422446489334,
"learning_rate": 4.066437571592211e-06,
"epoch": 432.64,
"step": 1730
},
{
"loss": 0.0237,
"grad_norm": 0.032355234026908875,
"learning_rate": 3.7800687285223365e-06,
"epoch": 433.96,
"step": 1735
},
{
"loss": 0.0278,
"grad_norm": 0.14932328462600708,
"learning_rate": 3.493699885452463e-06,
"epoch": 435.0,
"step": 1740
},
{
"loss": 0.0238,
"grad_norm": 0.02559381164610386,
"learning_rate": 3.2073310423825886e-06,
"epoch": 436.32,
"step": 1745
},
{
"loss": 0.0249,
"grad_norm": 0.031874947249889374,
"learning_rate": 2.920962199312715e-06,
"epoch": 437.64,
"step": 1750
},
{
"loss": 0.025,
"grad_norm": 0.03056955151259899,
"learning_rate": 2.6345933562428407e-06,
"epoch": 438.96,
"step": 1755
},
{
"loss": 0.0268,
"grad_norm": 0.12272732704877853,
"learning_rate": 2.3482245131729668e-06,
"epoch": 440.0,
"step": 1760
},
{
"loss": 0.025,
"grad_norm": 0.02830224484205246,
"learning_rate": 2.061855670103093e-06,
"epoch": 441.32,
"step": 1765
},
{
"loss": 0.0241,
"grad_norm": 0.02718796208500862,
"learning_rate": 1.7754868270332189e-06,
"epoch": 442.64,
"step": 1770
},
{
"loss": 0.0251,
"grad_norm": 0.02600071392953396,
"learning_rate": 1.4891179839633447e-06,
"epoch": 443.96,
"step": 1775
},
{
"loss": 0.0234,
"grad_norm": 0.08460014313459396,
"learning_rate": 1.202749140893471e-06,
"epoch": 445.0,
"step": 1780
},
{
"loss": 0.0258,
"grad_norm": 0.025134572759270668,
"learning_rate": 9.163802978235968e-07,
"epoch": 446.32,
"step": 1785
},
{
"loss": 0.0264,
"grad_norm": 0.029062319546937943,
"learning_rate": 6.300114547537229e-07,
"epoch": 447.64,
"step": 1790
},
{
"loss": 0.0248,
"grad_norm": 0.02775607444345951,
"learning_rate": 3.436426116838488e-07,
"epoch": 448.96,
"step": 1795
},
{
"loss": 0.0247,
"grad_norm": 0.07678846269845963,
"learning_rate": 5.72737686139748e-08,
"epoch": 450.0,
"step": 1800
},
{
"train_runtime": 30798.1343,
"train_samples_per_second": 1.87,
"train_steps_per_second": 0.058,
"total_flos": 1.5308141101056e+18,
"train_loss": 0.050376017586224606,
"epoch": 450.0,
"step": 1800
}
],
"training_args": {
"output_dir": "/hkfs/work/workspace/scratch/tum_fmp0582-dndworkspace/自己训练lora/train_lora/outputs/Mu-Math/group_05/checkpoints",
"overwrite_output_dir": false,
"do_train": false,
"do_eval": false,
"do_predict": false,
"eval_strategy": "no",
"prediction_loss_only": false,
"per_device_train_batch_size": 2,
"per_device_eval_batch_size": 8,
"per_gpu_train_batch_size": null,
"per_gpu_eval_batch_size": null,
"gradient_accumulation_steps": 16,
"eval_accumulation_steps": null,
"eval_delay": 0,
"torch_empty_cache_steps": null,
"learning_rate": 0.0001,
"weight_decay": 0.01,
"adam_beta1": 0.9,
"adam_beta2": 0.999,
"adam_epsilon": 1e-08,
"max_grad_norm": 1.0,
"num_train_epochs": 12,
"max_steps": 1800,
"lr_scheduler_type": "linear",
"lr_scheduler_kwargs": {},
"warmup_ratio": 0.03,
"warmup_steps": 0,
"log_level": "passive",
"log_level_replica": "warning",
"log_on_each_node": true,
"logging_dir": "/hkfs/work/workspace/scratch/tum_fmp0582-dndworkspace/自己训练lora/train_lora/logs/Mu-Math/group_05",
"logging_strategy": "steps",
"logging_first_step": true,
"logging_steps": 5,
"logging_nan_inf_filter": true,
"save_strategy": "steps",
"save_steps": 300,
"save_total_limit": 6,
"save_safetensors": true,
"save_on_each_node": false,
"save_only_model": false,
"restore_callback_states_from_checkpoint": false,
"no_cuda": false,
"use_cpu": false,
"use_mps_device": false,
"seed": 42,
"data_seed": null,
"jit_mode_eval": false,
"bf16": true,
"fp16": false,
"fp16_opt_level": "O1",
"half_precision_backend": "auto",
"bf16_full_eval": false,
"fp16_full_eval": false,
"tf32": null,
"local_rank": 0,
"ddp_backend": null,
"tpu_num_cores": null,
"tpu_metrics_debug": false,
"debug": [],
"dataloader_drop_last": false,
"eval_steps": null,
"dataloader_num_workers": 0,
"dataloader_prefetch_factor": null,
"past_index": -1,
"run_name": null,
"disable_tqdm": false,
"remove_unused_columns": true,
"label_names": null,
"load_best_model_at_end": false,
"metric_for_best_model": null,
"greater_is_better": null,
"ignore_data_skip": false,
"fsdp": [],
"fsdp_min_num_params": 0,
"fsdp_config": {
"min_num_params": 0,
"xla": false,
"xla_fsdp_v2": false,
"xla_fsdp_grad_ckpt": false
},
"fsdp_transformer_layer_cls_to_wrap": null,
"accelerator_config": {
"split_batches": false,
"dispatch_batches": null,
"even_batches": true,
"use_seedable_sampler": true,
"non_blocking": false,
"gradient_accumulation_kwargs": null
},
"parallelism_config": null,
"deepspeed": null,
"label_smoothing_factor": 0.0,
"optim": "adamw_torch",
"optim_args": null,
"adafactor": false,
"group_by_length": false,
"length_column_name": "length",
"report_to": [],
"project": "huggingface",
"trackio_space_id": "trackio",
"ddp_find_unused_parameters": null,
"ddp_bucket_cap_mb": null,
"ddp_broadcast_buffers": null,
"dataloader_pin_memory": true,
"dataloader_persistent_workers": false,
"skip_memory_metrics": true,
"use_legacy_prediction_loop": false,
"push_to_hub": false,
"resume_from_checkpoint": null,
"hub_model_id": null,
"hub_strategy": "every_save",
"hub_token": "<HUB_TOKEN>",
"hub_private_repo": null,
"hub_always_push": false,
"hub_revision": null,
"gradient_checkpointing": true,
"gradient_checkpointing_kwargs": null,
"include_inputs_for_metrics": false,
"include_for_metrics": [],
"eval_do_concat_batches": true,
"fp16_backend": "auto",
"push_to_hub_model_id": null,
"push_to_hub_organization": null,
"push_to_hub_token": "<PUSH_TO_HUB_TOKEN>",
"mp_parameters": "",
"auto_find_batch_size": false,
"full_determinism": false,
"torchdynamo": null,
"ray_scope": "last",
"ddp_timeout": 1800,
"torch_compile": false,
"torch_compile_backend": null,
"torch_compile_mode": null,
"include_tokens_per_second": false,
"include_num_input_tokens_seen": "no",
"neftune_noise_alpha": null,
"optim_target_modules": null,
"batch_eval_metrics": false,
"eval_on_start": false,
"use_liger_kernel": false,
"liger_kernel_config": null,
"eval_use_gather_object": false,
"average_tokens_across_devices": true
},
"lora_config": {
"r": 64,
"alpha": 128,
"dropout": 0.05,
"target_modules": [
"q_proj",
"k_proj",
"v_proj",
"o_proj",
"gate_proj",
"up_proj",
"down_proj"
]
},
"effective_batch_size": 32,
"world_size": 1,
"git_commit": ""
}