tony24254's picture
Add files using upload-large-folder tool
732090d verified
{
"dataset_name": "Math-IIO-68K-Mini",
"group_index": 2,
"prompt_group_file": "/hkfs/work/workspace/scratch/tum_fmp0582-dndworkspace/自己训练lora/train_lora/prompt_groups/Math-IIO-68K-Mini/group_02.json",
"output_dir": "/hkfs/work/workspace/scratch/tum_fmp0582-dndworkspace/自己训练lora/train_lora/outputs/Math-IIO-68K-Mini/group_02",
"checkpoint_root": "/hkfs/work/workspace/scratch/tum_fmp0582-dndworkspace/自己训练lora/train_lora/outputs/Math-IIO-68K-Mini/group_02/checkpoints",
"generated_at": "2025-11-06T12:09:37Z",
"train_loss": 0.1256243144803577,
"metrics": {
"train_runtime": 30740.0997,
"train_samples_per_second": 1.874,
"train_steps_per_second": 0.059,
"total_flos": 1.5308141101056e+18,
"train_loss": 0.1256243144803577,
"epoch": 450.0
},
"trainer_state": [
{
"loss": 3.2215,
"grad_norm": 17.809412002563477,
"learning_rate": 0.0,
"epoch": 0.32,
"step": 1
},
{
"loss": 3.1375,
"grad_norm": 15.603032112121582,
"learning_rate": 7.4074074074074075e-06,
"epoch": 1.32,
"step": 5
},
{
"loss": 2.6179,
"grad_norm": 11.011399269104004,
"learning_rate": 1.6666666666666667e-05,
"epoch": 2.64,
"step": 10
},
{
"loss": 1.5257,
"grad_norm": 6.1434502601623535,
"learning_rate": 2.5925925925925925e-05,
"epoch": 3.96,
"step": 15
},
{
"loss": 0.5946,
"grad_norm": 2.3161985874176025,
"learning_rate": 3.518518518518519e-05,
"epoch": 5.0,
"step": 20
},
{
"loss": 0.3316,
"grad_norm": 0.834863007068634,
"learning_rate": 4.4444444444444447e-05,
"epoch": 6.32,
"step": 25
},
{
"loss": 0.3037,
"grad_norm": 0.7291672825813293,
"learning_rate": 5.370370370370371e-05,
"epoch": 7.64,
"step": 30
},
{
"loss": 0.2976,
"grad_norm": 0.7234123349189758,
"learning_rate": 6.296296296296296e-05,
"epoch": 8.96,
"step": 35
},
{
"loss": 0.2721,
"grad_norm": 1.4843933582305908,
"learning_rate": 7.222222222222222e-05,
"epoch": 10.0,
"step": 40
},
{
"loss": 0.2696,
"grad_norm": 0.3768584430217743,
"learning_rate": 8.148148148148148e-05,
"epoch": 11.32,
"step": 45
},
{
"loss": 0.2523,
"grad_norm": 0.6765477657318115,
"learning_rate": 9.074074074074075e-05,
"epoch": 12.64,
"step": 50
},
{
"loss": 0.2343,
"grad_norm": 0.729606568813324,
"learning_rate": 0.0001,
"epoch": 13.96,
"step": 55
},
{
"loss": 0.2305,
"grad_norm": 0.8680670261383057,
"learning_rate": 9.971363115693013e-05,
"epoch": 15.0,
"step": 60
},
{
"loss": 0.1913,
"grad_norm": 0.5785343647003174,
"learning_rate": 9.942726231386026e-05,
"epoch": 16.32,
"step": 65
},
{
"loss": 0.1713,
"grad_norm": 0.6979141235351562,
"learning_rate": 9.914089347079038e-05,
"epoch": 17.64,
"step": 70
},
{
"loss": 0.1598,
"grad_norm": 0.5600836277008057,
"learning_rate": 9.885452462772051e-05,
"epoch": 18.96,
"step": 75
},
{
"loss": 0.1433,
"grad_norm": 0.5304076671600342,
"learning_rate": 9.856815578465064e-05,
"epoch": 20.0,
"step": 80
},
{
"loss": 0.1351,
"grad_norm": 0.7329288721084595,
"learning_rate": 9.828178694158075e-05,
"epoch": 21.32,
"step": 85
},
{
"loss": 0.1331,
"grad_norm": 0.5222209692001343,
"learning_rate": 9.799541809851088e-05,
"epoch": 22.64,
"step": 90
},
{
"loss": 0.1266,
"grad_norm": 0.3842720091342926,
"learning_rate": 9.7709049255441e-05,
"epoch": 23.96,
"step": 95
},
{
"loss": 0.1203,
"grad_norm": 0.7790164947509766,
"learning_rate": 9.742268041237114e-05,
"epoch": 25.0,
"step": 100
},
{
"loss": 0.1154,
"grad_norm": 0.2736976742744446,
"learning_rate": 9.713631156930127e-05,
"epoch": 26.32,
"step": 105
},
{
"loss": 0.1159,
"grad_norm": 0.3125736713409424,
"learning_rate": 9.68499427262314e-05,
"epoch": 27.64,
"step": 110
},
{
"loss": 0.1138,
"grad_norm": 0.31320720911026,
"learning_rate": 9.656357388316152e-05,
"epoch": 28.96,
"step": 115
},
{
"loss": 0.1144,
"grad_norm": 1.0209556818008423,
"learning_rate": 9.627720504009165e-05,
"epoch": 30.0,
"step": 120
},
{
"loss": 0.1128,
"grad_norm": 0.20451195538043976,
"learning_rate": 9.599083619702178e-05,
"epoch": 31.32,
"step": 125
},
{
"loss": 0.1095,
"grad_norm": 0.17018142342567444,
"learning_rate": 9.57044673539519e-05,
"epoch": 32.64,
"step": 130
},
{
"loss": 0.1079,
"grad_norm": 0.17892085015773773,
"learning_rate": 9.541809851088203e-05,
"epoch": 33.96,
"step": 135
},
{
"loss": 0.1048,
"grad_norm": 0.604483425617218,
"learning_rate": 9.513172966781214e-05,
"epoch": 35.0,
"step": 140
},
{
"loss": 0.1066,
"grad_norm": 0.20463775098323822,
"learning_rate": 9.484536082474227e-05,
"epoch": 36.32,
"step": 145
},
{
"loss": 0.1048,
"grad_norm": 0.22580711543560028,
"learning_rate": 9.45589919816724e-05,
"epoch": 37.64,
"step": 150
},
{
"loss": 0.1073,
"grad_norm": 0.16139689087867737,
"learning_rate": 9.427262313860252e-05,
"epoch": 38.96,
"step": 155
},
{
"loss": 0.1067,
"grad_norm": 0.3389054834842682,
"learning_rate": 9.398625429553265e-05,
"epoch": 40.0,
"step": 160
},
{
"loss": 0.108,
"grad_norm": 0.16195720434188843,
"learning_rate": 9.369988545246277e-05,
"epoch": 41.32,
"step": 165
},
{
"loss": 0.1049,
"grad_norm": 0.19738586246967316,
"learning_rate": 9.34135166093929e-05,
"epoch": 42.64,
"step": 170
},
{
"loss": 0.105,
"grad_norm": 0.15459220111370087,
"learning_rate": 9.312714776632303e-05,
"epoch": 43.96,
"step": 175
},
{
"loss": 0.1068,
"grad_norm": 0.40295442938804626,
"learning_rate": 9.284077892325315e-05,
"epoch": 45.0,
"step": 180
},
{
"loss": 0.108,
"grad_norm": 0.1813705414533615,
"learning_rate": 9.255441008018328e-05,
"epoch": 46.32,
"step": 185
},
{
"loss": 0.1054,
"grad_norm": 0.16717872023582458,
"learning_rate": 9.22680412371134e-05,
"epoch": 47.64,
"step": 190
},
{
"loss": 0.1054,
"grad_norm": 0.1448543518781662,
"learning_rate": 9.198167239404353e-05,
"epoch": 48.96,
"step": 195
},
{
"loss": 0.1058,
"grad_norm": 0.5593805313110352,
"learning_rate": 9.169530355097366e-05,
"epoch": 50.0,
"step": 200
},
{
"loss": 0.1027,
"grad_norm": 0.13756145536899567,
"learning_rate": 9.140893470790379e-05,
"epoch": 51.32,
"step": 205
},
{
"loss": 0.1036,
"grad_norm": 0.14542296528816223,
"learning_rate": 9.112256586483391e-05,
"epoch": 52.64,
"step": 210
},
{
"loss": 0.1016,
"grad_norm": 0.2519075274467468,
"learning_rate": 9.083619702176404e-05,
"epoch": 53.96,
"step": 215
},
{
"loss": 0.1031,
"grad_norm": 0.36677563190460205,
"learning_rate": 9.054982817869416e-05,
"epoch": 55.0,
"step": 220
},
{
"loss": 0.1028,
"grad_norm": 0.1380203813314438,
"learning_rate": 9.026345933562429e-05,
"epoch": 56.32,
"step": 225
},
{
"loss": 0.1037,
"grad_norm": 0.14908836781978607,
"learning_rate": 8.997709049255442e-05,
"epoch": 57.64,
"step": 230
},
{
"loss": 0.1038,
"grad_norm": 0.13915638625621796,
"learning_rate": 8.969072164948454e-05,
"epoch": 58.96,
"step": 235
},
{
"loss": 0.1049,
"grad_norm": 0.4777933657169342,
"learning_rate": 8.940435280641467e-05,
"epoch": 60.0,
"step": 240
},
{
"loss": 0.1019,
"grad_norm": 0.14243550598621368,
"learning_rate": 8.91179839633448e-05,
"epoch": 61.32,
"step": 245
},
{
"loss": 0.1043,
"grad_norm": 0.23821689188480377,
"learning_rate": 8.883161512027491e-05,
"epoch": 62.64,
"step": 250
},
{
"loss": 0.1051,
"grad_norm": 0.14247262477874756,
"learning_rate": 8.854524627720504e-05,
"epoch": 63.96,
"step": 255
},
{
"loss": 0.1013,
"grad_norm": 0.3063066303730011,
"learning_rate": 8.825887743413516e-05,
"epoch": 65.0,
"step": 260
},
{
"loss": 0.1008,
"grad_norm": 0.1168706864118576,
"learning_rate": 8.797250859106529e-05,
"epoch": 66.32,
"step": 265
},
{
"loss": 0.1003,
"grad_norm": 0.13839054107666016,
"learning_rate": 8.768613974799542e-05,
"epoch": 67.64,
"step": 270
},
{
"loss": 0.1019,
"grad_norm": 0.11976360529661179,
"learning_rate": 8.739977090492554e-05,
"epoch": 68.96,
"step": 275
},
{
"loss": 0.1016,
"grad_norm": 0.23803196847438812,
"learning_rate": 8.711340206185567e-05,
"epoch": 70.0,
"step": 280
},
{
"loss": 0.1015,
"grad_norm": 0.12041942775249481,
"learning_rate": 8.682703321878581e-05,
"epoch": 71.32,
"step": 285
},
{
"loss": 0.1001,
"grad_norm": 0.13681240379810333,
"learning_rate": 8.654066437571594e-05,
"epoch": 72.64,
"step": 290
},
{
"loss": 0.1022,
"grad_norm": 0.1596342921257019,
"learning_rate": 8.625429553264606e-05,
"epoch": 73.96,
"step": 295
},
{
"loss": 0.1041,
"grad_norm": 0.6034249067306519,
"learning_rate": 8.596792668957619e-05,
"epoch": 75.0,
"step": 300
},
{
"loss": 0.1004,
"grad_norm": 0.09890199452638626,
"learning_rate": 8.56815578465063e-05,
"epoch": 76.32,
"step": 305
},
{
"loss": 0.1012,
"grad_norm": 0.1375119537115097,
"learning_rate": 8.539518900343643e-05,
"epoch": 77.64,
"step": 310
},
{
"loss": 0.1034,
"grad_norm": 0.1599808633327484,
"learning_rate": 8.510882016036655e-05,
"epoch": 78.96,
"step": 315
},
{
"loss": 0.1004,
"grad_norm": 0.3531891405582428,
"learning_rate": 8.482245131729668e-05,
"epoch": 80.0,
"step": 320
},
{
"loss": 0.1003,
"grad_norm": 0.15139327943325043,
"learning_rate": 8.453608247422681e-05,
"epoch": 81.32,
"step": 325
},
{
"loss": 0.1015,
"grad_norm": 0.10879619419574738,
"learning_rate": 8.424971363115693e-05,
"epoch": 82.64,
"step": 330
},
{
"loss": 0.0989,
"grad_norm": 0.11830791085958481,
"learning_rate": 8.396334478808706e-05,
"epoch": 83.96,
"step": 335
},
{
"loss": 0.1033,
"grad_norm": 0.30842095613479614,
"learning_rate": 8.367697594501719e-05,
"epoch": 85.0,
"step": 340
},
{
"loss": 0.1021,
"grad_norm": 0.10423102974891663,
"learning_rate": 8.339060710194731e-05,
"epoch": 86.32,
"step": 345
},
{
"loss": 0.0988,
"grad_norm": 0.09501344710588455,
"learning_rate": 8.310423825887744e-05,
"epoch": 87.64,
"step": 350
},
{
"loss": 0.1007,
"grad_norm": 0.14964559674263,
"learning_rate": 8.281786941580757e-05,
"epoch": 88.96,
"step": 355
},
{
"loss": 0.1018,
"grad_norm": 0.41206812858581543,
"learning_rate": 8.253150057273768e-05,
"epoch": 90.0,
"step": 360
},
{
"loss": 0.1044,
"grad_norm": 0.11116326600313187,
"learning_rate": 8.224513172966782e-05,
"epoch": 91.32,
"step": 365
},
{
"loss": 0.1001,
"grad_norm": 0.12768812477588654,
"learning_rate": 8.195876288659795e-05,
"epoch": 92.64,
"step": 370
},
{
"loss": 0.1022,
"grad_norm": 0.16158315539360046,
"learning_rate": 8.167239404352807e-05,
"epoch": 93.96,
"step": 375
},
{
"loss": 0.1008,
"grad_norm": 0.3192082643508911,
"learning_rate": 8.13860252004582e-05,
"epoch": 95.0,
"step": 380
},
{
"loss": 0.1013,
"grad_norm": 0.11164508759975433,
"learning_rate": 8.109965635738833e-05,
"epoch": 96.32,
"step": 385
},
{
"loss": 0.1014,
"grad_norm": 0.09682753682136536,
"learning_rate": 8.081328751431845e-05,
"epoch": 97.64,
"step": 390
},
{
"loss": 0.1026,
"grad_norm": 0.08919375389814377,
"learning_rate": 8.052691867124858e-05,
"epoch": 98.96,
"step": 395
},
{
"loss": 0.104,
"grad_norm": 0.38617220520973206,
"learning_rate": 8.02405498281787e-05,
"epoch": 100.0,
"step": 400
},
{
"loss": 0.1004,
"grad_norm": 0.13680195808410645,
"learning_rate": 7.995418098510883e-05,
"epoch": 101.32,
"step": 405
},
{
"loss": 0.1015,
"grad_norm": 0.15759943425655365,
"learning_rate": 7.966781214203894e-05,
"epoch": 102.64,
"step": 410
},
{
"loss": 0.1014,
"grad_norm": 0.2600964605808258,
"learning_rate": 7.938144329896907e-05,
"epoch": 103.96,
"step": 415
},
{
"loss": 0.1034,
"grad_norm": 0.3554149568080902,
"learning_rate": 7.90950744558992e-05,
"epoch": 105.0,
"step": 420
},
{
"loss": 0.1015,
"grad_norm": 0.09929399937391281,
"learning_rate": 7.880870561282932e-05,
"epoch": 106.32,
"step": 425
},
{
"loss": 0.1011,
"grad_norm": 0.09680353105068207,
"learning_rate": 7.852233676975945e-05,
"epoch": 107.64,
"step": 430
},
{
"loss": 0.1016,
"grad_norm": 0.1512061357498169,
"learning_rate": 7.823596792668958e-05,
"epoch": 108.96,
"step": 435
},
{
"loss": 0.1012,
"grad_norm": 0.3052017092704773,
"learning_rate": 7.79495990836197e-05,
"epoch": 110.0,
"step": 440
},
{
"loss": 0.1004,
"grad_norm": 0.08747810125350952,
"learning_rate": 7.766323024054983e-05,
"epoch": 111.32,
"step": 445
},
{
"loss": 0.1014,
"grad_norm": 0.08505629003047943,
"learning_rate": 7.737686139747996e-05,
"epoch": 112.64,
"step": 450
},
{
"loss": 0.1024,
"grad_norm": 0.1146906390786171,
"learning_rate": 7.709049255441008e-05,
"epoch": 113.96,
"step": 455
},
{
"loss": 0.0999,
"grad_norm": 0.26624882221221924,
"learning_rate": 7.680412371134021e-05,
"epoch": 115.0,
"step": 460
},
{
"loss": 0.1026,
"grad_norm": 0.1104028970003128,
"learning_rate": 7.651775486827034e-05,
"epoch": 116.32,
"step": 465
},
{
"loss": 0.098,
"grad_norm": 0.07813428342342377,
"learning_rate": 7.623138602520046e-05,
"epoch": 117.64,
"step": 470
},
{
"loss": 0.1025,
"grad_norm": 0.08831315487623215,
"learning_rate": 7.594501718213059e-05,
"epoch": 118.96,
"step": 475
},
{
"loss": 0.1015,
"grad_norm": 0.3314356505870819,
"learning_rate": 7.565864833906071e-05,
"epoch": 120.0,
"step": 480
},
{
"loss": 0.1052,
"grad_norm": 0.08038990199565887,
"learning_rate": 7.537227949599084e-05,
"epoch": 121.32,
"step": 485
},
{
"loss": 0.1011,
"grad_norm": 0.09538690745830536,
"learning_rate": 7.508591065292097e-05,
"epoch": 122.64,
"step": 490
},
{
"loss": 0.1019,
"grad_norm": 0.07478533685207367,
"learning_rate": 7.47995418098511e-05,
"epoch": 123.96,
"step": 495
},
{
"loss": 0.1003,
"grad_norm": 0.26172563433647156,
"learning_rate": 7.451317296678122e-05,
"epoch": 125.0,
"step": 500
},
{
"loss": 0.0983,
"grad_norm": 0.12502439320087433,
"learning_rate": 7.422680412371135e-05,
"epoch": 126.32,
"step": 505
},
{
"loss": 0.1,
"grad_norm": 0.09272027015686035,
"learning_rate": 7.394043528064147e-05,
"epoch": 127.64,
"step": 510
},
{
"loss": 0.1017,
"grad_norm": 0.10334665328264236,
"learning_rate": 7.36540664375716e-05,
"epoch": 128.96,
"step": 515
},
{
"loss": 0.1016,
"grad_norm": 0.33635038137435913,
"learning_rate": 7.336769759450171e-05,
"epoch": 130.0,
"step": 520
},
{
"loss": 0.103,
"grad_norm": 0.08562249690294266,
"learning_rate": 7.308132875143184e-05,
"epoch": 131.32,
"step": 525
},
{
"loss": 0.0993,
"grad_norm": 0.07159698754549026,
"learning_rate": 7.279495990836197e-05,
"epoch": 132.64,
"step": 530
},
{
"loss": 0.1006,
"grad_norm": 0.07547599822282791,
"learning_rate": 7.250859106529209e-05,
"epoch": 133.96,
"step": 535
},
{
"loss": 0.0998,
"grad_norm": 0.3019658029079437,
"learning_rate": 7.222222222222222e-05,
"epoch": 135.0,
"step": 540
},
{
"loss": 0.1014,
"grad_norm": 0.08991175889968872,
"learning_rate": 7.193585337915235e-05,
"epoch": 136.32,
"step": 545
},
{
"loss": 0.0996,
"grad_norm": 0.08185254782438278,
"learning_rate": 7.164948453608247e-05,
"epoch": 137.64,
"step": 550
},
{
"loss": 0.1006,
"grad_norm": 0.09771193563938141,
"learning_rate": 7.136311569301261e-05,
"epoch": 138.96,
"step": 555
},
{
"loss": 0.0999,
"grad_norm": 0.26535564661026,
"learning_rate": 7.107674684994274e-05,
"epoch": 140.0,
"step": 560
},
{
"loss": 0.101,
"grad_norm": 0.07417541742324829,
"learning_rate": 7.079037800687286e-05,
"epoch": 141.32,
"step": 565
},
{
"loss": 0.101,
"grad_norm": 0.07262040674686432,
"learning_rate": 7.050400916380299e-05,
"epoch": 142.64,
"step": 570
},
{
"loss": 0.1001,
"grad_norm": 0.08999312669038773,
"learning_rate": 7.02176403207331e-05,
"epoch": 143.96,
"step": 575
},
{
"loss": 0.0985,
"grad_norm": 0.26688387989997864,
"learning_rate": 6.993127147766323e-05,
"epoch": 145.0,
"step": 580
},
{
"loss": 0.1,
"grad_norm": 0.09037266671657562,
"learning_rate": 6.964490263459336e-05,
"epoch": 146.32,
"step": 585
},
{
"loss": 0.0992,
"grad_norm": 0.07549084722995758,
"learning_rate": 6.935853379152348e-05,
"epoch": 147.64,
"step": 590
},
{
"loss": 0.1012,
"grad_norm": 0.10542481392621994,
"learning_rate": 6.907216494845361e-05,
"epoch": 148.96,
"step": 595
},
{
"loss": 0.0992,
"grad_norm": 0.24853156507015228,
"learning_rate": 6.878579610538374e-05,
"epoch": 150.0,
"step": 600
},
{
"loss": 0.1015,
"grad_norm": 0.10242871940135956,
"learning_rate": 6.849942726231386e-05,
"epoch": 151.32,
"step": 605
},
{
"loss": 0.0969,
"grad_norm": 0.08682205528020859,
"learning_rate": 6.821305841924399e-05,
"epoch": 152.64,
"step": 610
},
{
"loss": 0.099,
"grad_norm": 0.09952638298273087,
"learning_rate": 6.792668957617412e-05,
"epoch": 153.96,
"step": 615
},
{
"loss": 0.0994,
"grad_norm": 0.2579468786716461,
"learning_rate": 6.764032073310424e-05,
"epoch": 155.0,
"step": 620
},
{
"loss": 0.1,
"grad_norm": 0.0895327776670456,
"learning_rate": 6.735395189003437e-05,
"epoch": 156.32,
"step": 625
},
{
"loss": 0.1004,
"grad_norm": 0.07285363227128983,
"learning_rate": 6.706758304696448e-05,
"epoch": 157.64,
"step": 630
},
{
"loss": 0.0991,
"grad_norm": 0.08193620294332504,
"learning_rate": 6.678121420389462e-05,
"epoch": 158.96,
"step": 635
},
{
"loss": 0.0994,
"grad_norm": 0.24923226237297058,
"learning_rate": 6.649484536082475e-05,
"epoch": 160.0,
"step": 640
},
{
"loss": 0.0996,
"grad_norm": 0.08297199010848999,
"learning_rate": 6.620847651775487e-05,
"epoch": 161.32,
"step": 645
},
{
"loss": 0.1015,
"grad_norm": 0.07093697786331177,
"learning_rate": 6.5922107674685e-05,
"epoch": 162.64,
"step": 650
},
{
"loss": 0.0984,
"grad_norm": 0.07279639691114426,
"learning_rate": 6.563573883161513e-05,
"epoch": 163.96,
"step": 655
},
{
"loss": 0.0983,
"grad_norm": 0.211480513215065,
"learning_rate": 6.534936998854525e-05,
"epoch": 165.0,
"step": 660
},
{
"loss": 0.0991,
"grad_norm": 0.06989876925945282,
"learning_rate": 6.506300114547538e-05,
"epoch": 166.32,
"step": 665
},
{
"loss": 0.1029,
"grad_norm": 0.0730137825012207,
"learning_rate": 6.477663230240551e-05,
"epoch": 167.64,
"step": 670
},
{
"loss": 0.1,
"grad_norm": 0.07742732763290405,
"learning_rate": 6.449026345933563e-05,
"epoch": 168.96,
"step": 675
},
{
"loss": 0.0997,
"grad_norm": 0.25569188594818115,
"learning_rate": 6.420389461626576e-05,
"epoch": 170.0,
"step": 680
},
{
"loss": 0.1007,
"grad_norm": 0.07432878762483597,
"learning_rate": 6.391752577319587e-05,
"epoch": 171.32,
"step": 685
},
{
"loss": 0.1002,
"grad_norm": 0.07604355365037918,
"learning_rate": 6.3631156930126e-05,
"epoch": 172.64,
"step": 690
},
{
"loss": 0.0979,
"grad_norm": 0.0672122910618782,
"learning_rate": 6.334478808705613e-05,
"epoch": 173.96,
"step": 695
},
{
"loss": 0.0983,
"grad_norm": 0.17944404482841492,
"learning_rate": 6.305841924398625e-05,
"epoch": 175.0,
"step": 700
},
{
"loss": 0.0997,
"grad_norm": 0.07733441144227982,
"learning_rate": 6.277205040091638e-05,
"epoch": 176.32,
"step": 705
},
{
"loss": 0.0993,
"grad_norm": 0.07687721401453018,
"learning_rate": 6.24856815578465e-05,
"epoch": 177.64,
"step": 710
},
{
"loss": 0.1008,
"grad_norm": 0.08504926413297653,
"learning_rate": 6.219931271477663e-05,
"epoch": 178.96,
"step": 715
},
{
"loss": 0.0998,
"grad_norm": 0.21307921409606934,
"learning_rate": 6.191294387170676e-05,
"epoch": 180.0,
"step": 720
},
{
"loss": 0.1,
"grad_norm": 0.06931646168231964,
"learning_rate": 6.162657502863689e-05,
"epoch": 181.32,
"step": 725
},
{
"loss": 0.0985,
"grad_norm": 0.07274526357650757,
"learning_rate": 6.134020618556701e-05,
"epoch": 182.64,
"step": 730
},
{
"loss": 0.0994,
"grad_norm": 0.07900914549827576,
"learning_rate": 6.105383734249714e-05,
"epoch": 183.96,
"step": 735
},
{
"loss": 0.0989,
"grad_norm": 0.18295565247535706,
"learning_rate": 6.076746849942726e-05,
"epoch": 185.0,
"step": 740
},
{
"loss": 0.0985,
"grad_norm": 0.06571843475103378,
"learning_rate": 6.0481099656357384e-05,
"epoch": 186.32,
"step": 745
},
{
"loss": 0.0983,
"grad_norm": 0.07179433107376099,
"learning_rate": 6.019473081328752e-05,
"epoch": 187.64,
"step": 750
},
{
"loss": 0.0994,
"grad_norm": 0.08951300382614136,
"learning_rate": 5.9908361970217644e-05,
"epoch": 188.96,
"step": 755
},
{
"loss": 0.097,
"grad_norm": 0.25052255392074585,
"learning_rate": 5.962199312714777e-05,
"epoch": 190.0,
"step": 760
},
{
"loss": 0.1003,
"grad_norm": 0.09057986736297607,
"learning_rate": 5.93356242840779e-05,
"epoch": 191.32,
"step": 765
},
{
"loss": 0.1,
"grad_norm": 0.07729920744895935,
"learning_rate": 5.904925544100802e-05,
"epoch": 192.64,
"step": 770
},
{
"loss": 0.0981,
"grad_norm": 0.07701677829027176,
"learning_rate": 5.876288659793815e-05,
"epoch": 193.96,
"step": 775
},
{
"loss": 0.0992,
"grad_norm": 0.22105926275253296,
"learning_rate": 5.8476517754868276e-05,
"epoch": 195.0,
"step": 780
},
{
"loss": 0.0986,
"grad_norm": 0.0709814727306366,
"learning_rate": 5.81901489117984e-05,
"epoch": 196.32,
"step": 785
},
{
"loss": 0.0997,
"grad_norm": 0.08028257638216019,
"learning_rate": 5.790378006872853e-05,
"epoch": 197.64,
"step": 790
},
{
"loss": 0.0982,
"grad_norm": 0.06885293871164322,
"learning_rate": 5.761741122565865e-05,
"epoch": 198.96,
"step": 795
},
{
"loss": 0.1002,
"grad_norm": 0.211293563246727,
"learning_rate": 5.7331042382588775e-05,
"epoch": 200.0,
"step": 800
},
{
"loss": 0.0993,
"grad_norm": 0.07049506157636642,
"learning_rate": 5.70446735395189e-05,
"epoch": 201.32,
"step": 805
},
{
"loss": 0.0996,
"grad_norm": 0.08208559453487396,
"learning_rate": 5.675830469644903e-05,
"epoch": 202.64,
"step": 810
},
{
"loss": 0.0993,
"grad_norm": 0.09552087634801865,
"learning_rate": 5.6471935853379155e-05,
"epoch": 203.96,
"step": 815
},
{
"loss": 0.0993,
"grad_norm": 0.25725385546684265,
"learning_rate": 5.618556701030928e-05,
"epoch": 205.0,
"step": 820
},
{
"loss": 0.0992,
"grad_norm": 0.0767173320055008,
"learning_rate": 5.589919816723941e-05,
"epoch": 206.32,
"step": 825
},
{
"loss": 0.0982,
"grad_norm": 0.06901317089796066,
"learning_rate": 5.5612829324169534e-05,
"epoch": 207.64,
"step": 830
},
{
"loss": 0.1005,
"grad_norm": 0.09586787968873978,
"learning_rate": 5.532646048109966e-05,
"epoch": 208.96,
"step": 835
},
{
"loss": 0.0984,
"grad_norm": 0.19834305346012115,
"learning_rate": 5.504009163802979e-05,
"epoch": 210.0,
"step": 840
},
{
"loss": 0.0996,
"grad_norm": 0.06779102236032486,
"learning_rate": 5.4753722794959914e-05,
"epoch": 211.32,
"step": 845
},
{
"loss": 0.0989,
"grad_norm": 0.06734474003314972,
"learning_rate": 5.4467353951890033e-05,
"epoch": 212.64,
"step": 850
},
{
"loss": 0.099,
"grad_norm": 0.07019438594579697,
"learning_rate": 5.418098510882016e-05,
"epoch": 213.96,
"step": 855
},
{
"loss": 0.0994,
"grad_norm": 0.19500750303268433,
"learning_rate": 5.3894616265750286e-05,
"epoch": 215.0,
"step": 860
},
{
"loss": 0.0992,
"grad_norm": 0.07028740644454956,
"learning_rate": 5.360824742268041e-05,
"epoch": 216.32,
"step": 865
},
{
"loss": 0.0991,
"grad_norm": 0.0805354118347168,
"learning_rate": 5.332187857961054e-05,
"epoch": 217.64,
"step": 870
},
{
"loss": 0.0984,
"grad_norm": 0.07366099208593369,
"learning_rate": 5.3035509736540666e-05,
"epoch": 218.96,
"step": 875
},
{
"loss": 0.1013,
"grad_norm": 0.22935797274112701,
"learning_rate": 5.274914089347079e-05,
"epoch": 220.0,
"step": 880
},
{
"loss": 0.1002,
"grad_norm": 0.06295833736658096,
"learning_rate": 5.246277205040092e-05,
"epoch": 221.32,
"step": 885
},
{
"loss": 0.0981,
"grad_norm": 0.059066545218229294,
"learning_rate": 5.2176403207331045e-05,
"epoch": 222.64,
"step": 890
},
{
"loss": 0.1011,
"grad_norm": 0.07462304830551147,
"learning_rate": 5.189003436426118e-05,
"epoch": 223.96,
"step": 895
},
{
"loss": 0.0986,
"grad_norm": 0.16860032081604004,
"learning_rate": 5.1603665521191305e-05,
"epoch": 225.0,
"step": 900
},
{
"loss": 0.0987,
"grad_norm": 0.059361159801483154,
"learning_rate": 5.131729667812142e-05,
"epoch": 226.32,
"step": 905
},
{
"loss": 0.098,
"grad_norm": 0.06577304750680923,
"learning_rate": 5.1030927835051544e-05,
"epoch": 227.64,
"step": 910
},
{
"loss": 0.1006,
"grad_norm": 0.1027577593922615,
"learning_rate": 5.074455899198167e-05,
"epoch": 228.96,
"step": 915
},
{
"loss": 0.0998,
"grad_norm": 0.2286272644996643,
"learning_rate": 5.04581901489118e-05,
"epoch": 230.0,
"step": 920
},
{
"loss": 0.0979,
"grad_norm": 0.0626445785164833,
"learning_rate": 5.0171821305841924e-05,
"epoch": 231.32,
"step": 925
},
{
"loss": 0.1005,
"grad_norm": 0.07644779980182648,
"learning_rate": 4.988545246277205e-05,
"epoch": 232.64,
"step": 930
},
{
"loss": 0.0994,
"grad_norm": 0.07138380408287048,
"learning_rate": 4.9599083619702184e-05,
"epoch": 233.96,
"step": 935
},
{
"loss": 0.0991,
"grad_norm": 0.17515374720096588,
"learning_rate": 4.931271477663231e-05,
"epoch": 235.0,
"step": 940
},
{
"loss": 0.098,
"grad_norm": 0.07728347182273865,
"learning_rate": 4.902634593356243e-05,
"epoch": 236.32,
"step": 945
},
{
"loss": 0.0998,
"grad_norm": 0.060657620429992676,
"learning_rate": 4.8739977090492556e-05,
"epoch": 237.64,
"step": 950
},
{
"loss": 0.099,
"grad_norm": 0.07224562764167786,
"learning_rate": 4.845360824742268e-05,
"epoch": 238.96,
"step": 955
},
{
"loss": 0.1004,
"grad_norm": 0.1807888299226761,
"learning_rate": 4.816723940435281e-05,
"epoch": 240.0,
"step": 960
},
{
"loss": 0.0979,
"grad_norm": 0.06111585721373558,
"learning_rate": 4.7880870561282936e-05,
"epoch": 241.32,
"step": 965
},
{
"loss": 0.0986,
"grad_norm": 0.06130160391330719,
"learning_rate": 4.7594501718213055e-05,
"epoch": 242.64,
"step": 970
},
{
"loss": 0.098,
"grad_norm": 0.06480075418949127,
"learning_rate": 4.730813287514318e-05,
"epoch": 243.96,
"step": 975
},
{
"loss": 0.0982,
"grad_norm": 0.1798686683177948,
"learning_rate": 4.7021764032073315e-05,
"epoch": 245.0,
"step": 980
},
{
"loss": 0.0984,
"grad_norm": 0.06312472373247147,
"learning_rate": 4.673539518900344e-05,
"epoch": 246.32,
"step": 985
},
{
"loss": 0.0993,
"grad_norm": 0.07894737273454666,
"learning_rate": 4.644902634593357e-05,
"epoch": 247.64,
"step": 990
},
{
"loss": 0.0993,
"grad_norm": 0.06952974945306778,
"learning_rate": 4.6162657502863694e-05,
"epoch": 248.96,
"step": 995
},
{
"loss": 0.0993,
"grad_norm": 0.18223614990711212,
"learning_rate": 4.5876288659793814e-05,
"epoch": 250.0,
"step": 1000
},
{
"loss": 0.0974,
"grad_norm": 0.05725095421075821,
"learning_rate": 4.558991981672394e-05,
"epoch": 251.32,
"step": 1005
},
{
"loss": 0.1005,
"grad_norm": 0.07594548910856247,
"learning_rate": 4.530355097365407e-05,
"epoch": 252.64,
"step": 1010
},
{
"loss": 0.0981,
"grad_norm": 0.06555823236703873,
"learning_rate": 4.5017182130584194e-05,
"epoch": 253.96,
"step": 1015
},
{
"loss": 0.0988,
"grad_norm": 0.16162177920341492,
"learning_rate": 4.473081328751432e-05,
"epoch": 255.0,
"step": 1020
},
{
"loss": 0.0993,
"grad_norm": 0.0672072246670723,
"learning_rate": 4.4444444444444447e-05,
"epoch": 256.32,
"step": 1025
},
{
"loss": 0.0969,
"grad_norm": 0.05789128318428993,
"learning_rate": 4.415807560137457e-05,
"epoch": 257.64,
"step": 1030
},
{
"loss": 0.0985,
"grad_norm": 0.07979327440261841,
"learning_rate": 4.38717067583047e-05,
"epoch": 258.96,
"step": 1035
},
{
"loss": 0.101,
"grad_norm": 0.23766110837459564,
"learning_rate": 4.3585337915234826e-05,
"epoch": 260.0,
"step": 1040
},
{
"loss": 0.0995,
"grad_norm": 0.05790402740240097,
"learning_rate": 4.329896907216495e-05,
"epoch": 261.32,
"step": 1045
},
{
"loss": 0.098,
"grad_norm": 0.047770798206329346,
"learning_rate": 4.301260022909508e-05,
"epoch": 262.64,
"step": 1050
},
{
"loss": 0.1001,
"grad_norm": 0.07366549223661423,
"learning_rate": 4.27262313860252e-05,
"epoch": 263.96,
"step": 1055
},
{
"loss": 0.0999,
"grad_norm": 0.1699124425649643,
"learning_rate": 4.2439862542955325e-05,
"epoch": 265.0,
"step": 1060
},
{
"loss": 0.0981,
"grad_norm": 0.050683725625276566,
"learning_rate": 4.215349369988545e-05,
"epoch": 266.32,
"step": 1065
},
{
"loss": 0.0989,
"grad_norm": 0.05543545261025429,
"learning_rate": 4.1867124856815585e-05,
"epoch": 267.64,
"step": 1070
},
{
"loss": 0.0996,
"grad_norm": 0.05255437269806862,
"learning_rate": 4.158075601374571e-05,
"epoch": 268.96,
"step": 1075
},
{
"loss": 0.098,
"grad_norm": 0.1488555669784546,
"learning_rate": 4.129438717067583e-05,
"epoch": 270.0,
"step": 1080
},
{
"loss": 0.0987,
"grad_norm": 0.052314095199108124,
"learning_rate": 4.100801832760596e-05,
"epoch": 271.32,
"step": 1085
},
{
"loss": 0.0982,
"grad_norm": 0.059230074286460876,
"learning_rate": 4.0721649484536084e-05,
"epoch": 272.64,
"step": 1090
},
{
"loss": 0.0987,
"grad_norm": 0.05653531849384308,
"learning_rate": 4.043528064146621e-05,
"epoch": 273.96,
"step": 1095
},
{
"loss": 0.098,
"grad_norm": 0.19498027861118317,
"learning_rate": 4.014891179839634e-05,
"epoch": 275.0,
"step": 1100
},
{
"loss": 0.0976,
"grad_norm": 0.06119266152381897,
"learning_rate": 3.9862542955326463e-05,
"epoch": 276.32,
"step": 1105
},
{
"loss": 0.0983,
"grad_norm": 0.06768840551376343,
"learning_rate": 3.957617411225659e-05,
"epoch": 277.64,
"step": 1110
},
{
"loss": 0.0979,
"grad_norm": 0.06369787454605103,
"learning_rate": 3.9289805269186716e-05,
"epoch": 278.96,
"step": 1115
},
{
"loss": 0.1004,
"grad_norm": 0.24456502497196198,
"learning_rate": 3.900343642611684e-05,
"epoch": 280.0,
"step": 1120
},
{
"loss": 0.0992,
"grad_norm": 0.07032611966133118,
"learning_rate": 3.871706758304697e-05,
"epoch": 281.32,
"step": 1125
},
{
"loss": 0.0983,
"grad_norm": 0.07244202494621277,
"learning_rate": 3.8430698739977096e-05,
"epoch": 282.64,
"step": 1130
},
{
"loss": 0.0998,
"grad_norm": 0.06591103971004486,
"learning_rate": 3.8144329896907216e-05,
"epoch": 283.96,
"step": 1135
},
{
"loss": 0.0993,
"grad_norm": 0.18804991245269775,
"learning_rate": 3.785796105383734e-05,
"epoch": 285.0,
"step": 1140
},
{
"loss": 0.0979,
"grad_norm": 0.06515167653560638,
"learning_rate": 3.757159221076747e-05,
"epoch": 286.32,
"step": 1145
},
{
"loss": 0.0991,
"grad_norm": 0.05996206775307655,
"learning_rate": 3.7285223367697595e-05,
"epoch": 287.64,
"step": 1150
},
{
"loss": 0.0976,
"grad_norm": 0.06733565777540207,
"learning_rate": 3.699885452462772e-05,
"epoch": 288.96,
"step": 1155
},
{
"loss": 0.0988,
"grad_norm": 0.16482999920845032,
"learning_rate": 3.671248568155785e-05,
"epoch": 290.0,
"step": 1160
},
{
"loss": 0.098,
"grad_norm": 0.05675243213772774,
"learning_rate": 3.6426116838487974e-05,
"epoch": 291.32,
"step": 1165
},
{
"loss": 0.0981,
"grad_norm": 0.06407313793897629,
"learning_rate": 3.61397479954181e-05,
"epoch": 292.64,
"step": 1170
},
{
"loss": 0.0989,
"grad_norm": 0.0555410161614418,
"learning_rate": 3.585337915234823e-05,
"epoch": 293.96,
"step": 1175
},
{
"loss": 0.0976,
"grad_norm": 0.23795439302921295,
"learning_rate": 3.5567010309278354e-05,
"epoch": 295.0,
"step": 1180
},
{
"loss": 0.0996,
"grad_norm": 0.05728187784552574,
"learning_rate": 3.528064146620848e-05,
"epoch": 296.32,
"step": 1185
},
{
"loss": 0.0982,
"grad_norm": 0.07809685170650482,
"learning_rate": 3.49942726231386e-05,
"epoch": 297.64,
"step": 1190
},
{
"loss": 0.0994,
"grad_norm": 0.06601648777723312,
"learning_rate": 3.4707903780068726e-05,
"epoch": 298.96,
"step": 1195
},
{
"loss": 0.0976,
"grad_norm": 0.18782232701778412,
"learning_rate": 3.442153493699885e-05,
"epoch": 300.0,
"step": 1200
},
{
"loss": 0.0993,
"grad_norm": 0.06066831946372986,
"learning_rate": 3.4135166093928986e-05,
"epoch": 301.32,
"step": 1205
},
{
"loss": 0.0981,
"grad_norm": 0.05986259505152702,
"learning_rate": 3.384879725085911e-05,
"epoch": 302.64,
"step": 1210
},
{
"loss": 0.0982,
"grad_norm": 0.06501775234937668,
"learning_rate": 3.356242840778923e-05,
"epoch": 303.96,
"step": 1215
},
{
"loss": 0.0989,
"grad_norm": 0.18532595038414001,
"learning_rate": 3.327605956471936e-05,
"epoch": 305.0,
"step": 1220
},
{
"loss": 0.0984,
"grad_norm": 0.05263914540410042,
"learning_rate": 3.2989690721649485e-05,
"epoch": 306.32,
"step": 1225
},
{
"loss": 0.0991,
"grad_norm": 0.06153819337487221,
"learning_rate": 3.270332187857961e-05,
"epoch": 307.64,
"step": 1230
},
{
"loss": 0.0976,
"grad_norm": 0.06974554806947708,
"learning_rate": 3.241695303550974e-05,
"epoch": 308.96,
"step": 1235
},
{
"loss": 0.1013,
"grad_norm": 0.20834004878997803,
"learning_rate": 3.2130584192439865e-05,
"epoch": 310.0,
"step": 1240
},
{
"loss": 0.0981,
"grad_norm": 0.05187249928712845,
"learning_rate": 3.184421534936999e-05,
"epoch": 311.32,
"step": 1245
},
{
"loss": 0.0987,
"grad_norm": 0.06028561666607857,
"learning_rate": 3.155784650630012e-05,
"epoch": 312.64,
"step": 1250
},
{
"loss": 0.0992,
"grad_norm": 0.05569636821746826,
"learning_rate": 3.1271477663230244e-05,
"epoch": 313.96,
"step": 1255
},
{
"loss": 0.0988,
"grad_norm": 0.2101697027683258,
"learning_rate": 3.098510882016037e-05,
"epoch": 315.0,
"step": 1260
},
{
"loss": 0.0984,
"grad_norm": 0.05310651659965515,
"learning_rate": 3.06987399770905e-05,
"epoch": 316.32,
"step": 1265
},
{
"loss": 0.0991,
"grad_norm": 0.06822647899389267,
"learning_rate": 3.0412371134020617e-05,
"epoch": 317.64,
"step": 1270
},
{
"loss": 0.0974,
"grad_norm": 0.0630815327167511,
"learning_rate": 3.0126002290950743e-05,
"epoch": 318.96,
"step": 1275
},
{
"loss": 0.0975,
"grad_norm": 0.18266059458255768,
"learning_rate": 2.983963344788087e-05,
"epoch": 320.0,
"step": 1280
},
{
"loss": 0.0983,
"grad_norm": 0.06591778248548508,
"learning_rate": 2.9553264604811e-05,
"epoch": 321.32,
"step": 1285
},
{
"loss": 0.0988,
"grad_norm": 0.0647512823343277,
"learning_rate": 2.9266895761741126e-05,
"epoch": 322.64,
"step": 1290
},
{
"loss": 0.0998,
"grad_norm": 0.05268227681517601,
"learning_rate": 2.8980526918671253e-05,
"epoch": 323.96,
"step": 1295
},
{
"loss": 0.0999,
"grad_norm": 0.27446502447128296,
"learning_rate": 2.8694158075601372e-05,
"epoch": 325.0,
"step": 1300
},
{
"loss": 0.0984,
"grad_norm": 0.055824361741542816,
"learning_rate": 2.8407789232531502e-05,
"epoch": 326.32,
"step": 1305
},
{
"loss": 0.0989,
"grad_norm": 0.05530014634132385,
"learning_rate": 2.812142038946163e-05,
"epoch": 327.64,
"step": 1310
},
{
"loss": 0.0976,
"grad_norm": 0.05727130547165871,
"learning_rate": 2.7835051546391755e-05,
"epoch": 328.96,
"step": 1315
},
{
"loss": 0.0996,
"grad_norm": 0.20781821012496948,
"learning_rate": 2.754868270332188e-05,
"epoch": 330.0,
"step": 1320
},
{
"loss": 0.0984,
"grad_norm": 0.054710857570171356,
"learning_rate": 2.7262313860252005e-05,
"epoch": 331.32,
"step": 1325
},
{
"loss": 0.0983,
"grad_norm": 0.07181409746408463,
"learning_rate": 2.697594501718213e-05,
"epoch": 332.64,
"step": 1330
},
{
"loss": 0.0979,
"grad_norm": 0.05431181192398071,
"learning_rate": 2.6689576174112258e-05,
"epoch": 333.96,
"step": 1335
},
{
"loss": 0.0977,
"grad_norm": 0.1984773427248001,
"learning_rate": 2.6403207331042384e-05,
"epoch": 335.0,
"step": 1340
},
{
"loss": 0.0986,
"grad_norm": 0.07081667333841324,
"learning_rate": 2.611683848797251e-05,
"epoch": 336.32,
"step": 1345
},
{
"loss": 0.0979,
"grad_norm": 0.07401254773139954,
"learning_rate": 2.5830469644902637e-05,
"epoch": 337.64,
"step": 1350
},
{
"loss": 0.0989,
"grad_norm": 0.06181425228714943,
"learning_rate": 2.554410080183276e-05,
"epoch": 338.96,
"step": 1355
},
{
"loss": 0.0971,
"grad_norm": 0.1856919229030609,
"learning_rate": 2.5257731958762887e-05,
"epoch": 340.0,
"step": 1360
},
{
"loss": 0.0986,
"grad_norm": 0.054199058562517166,
"learning_rate": 2.4971363115693013e-05,
"epoch": 341.32,
"step": 1365
},
{
"loss": 0.0991,
"grad_norm": 0.05077351629734039,
"learning_rate": 2.468499427262314e-05,
"epoch": 342.64,
"step": 1370
},
{
"loss": 0.0976,
"grad_norm": 0.058862969279289246,
"learning_rate": 2.4398625429553266e-05,
"epoch": 343.96,
"step": 1375
},
{
"loss": 0.0999,
"grad_norm": 0.19852961599826813,
"learning_rate": 2.4112256586483393e-05,
"epoch": 345.0,
"step": 1380
},
{
"loss": 0.0987,
"grad_norm": 0.056382279843091965,
"learning_rate": 2.3825887743413516e-05,
"epoch": 346.32,
"step": 1385
},
{
"loss": 0.0982,
"grad_norm": 0.06270459294319153,
"learning_rate": 2.3539518900343642e-05,
"epoch": 347.64,
"step": 1390
},
{
"loss": 0.0974,
"grad_norm": 0.059021998196840286,
"learning_rate": 2.3253150057273772e-05,
"epoch": 348.96,
"step": 1395
},
{
"loss": 0.0978,
"grad_norm": 0.16580361127853394,
"learning_rate": 2.2966781214203895e-05,
"epoch": 350.0,
"step": 1400
},
{
"loss": 0.0966,
"grad_norm": 0.06140809878706932,
"learning_rate": 2.268041237113402e-05,
"epoch": 351.32,
"step": 1405
},
{
"loss": 0.1006,
"grad_norm": 0.06861799210309982,
"learning_rate": 2.2394043528064148e-05,
"epoch": 352.64,
"step": 1410
},
{
"loss": 0.0985,
"grad_norm": 0.05989795923233032,
"learning_rate": 2.210767468499427e-05,
"epoch": 353.96,
"step": 1415
},
{
"loss": 0.0981,
"grad_norm": 0.18675975501537323,
"learning_rate": 2.18213058419244e-05,
"epoch": 355.0,
"step": 1420
},
{
"loss": 0.098,
"grad_norm": 0.05590399354696274,
"learning_rate": 2.1534936998854528e-05,
"epoch": 356.32,
"step": 1425
},
{
"loss": 0.0973,
"grad_norm": 0.06890810281038284,
"learning_rate": 2.124856815578465e-05,
"epoch": 357.64,
"step": 1430
},
{
"loss": 0.0978,
"grad_norm": 0.0688428059220314,
"learning_rate": 2.0962199312714777e-05,
"epoch": 358.96,
"step": 1435
},
{
"loss": 0.0979,
"grad_norm": 0.16571687161922455,
"learning_rate": 2.0675830469644904e-05,
"epoch": 360.0,
"step": 1440
},
{
"loss": 0.0982,
"grad_norm": 0.05046095326542854,
"learning_rate": 2.038946162657503e-05,
"epoch": 361.32,
"step": 1445
},
{
"loss": 0.0981,
"grad_norm": 0.05322178453207016,
"learning_rate": 2.0103092783505157e-05,
"epoch": 362.64,
"step": 1450
},
{
"loss": 0.0985,
"grad_norm": 0.05233636125922203,
"learning_rate": 1.981672394043528e-05,
"epoch": 363.96,
"step": 1455
},
{
"loss": 0.0975,
"grad_norm": 0.15712668001651764,
"learning_rate": 1.9530355097365406e-05,
"epoch": 365.0,
"step": 1460
},
{
"loss": 0.0978,
"grad_norm": 0.048867471516132355,
"learning_rate": 1.9243986254295536e-05,
"epoch": 366.32,
"step": 1465
},
{
"loss": 0.0985,
"grad_norm": 0.05947265774011612,
"learning_rate": 1.895761741122566e-05,
"epoch": 367.64,
"step": 1470
},
{
"loss": 0.0986,
"grad_norm": 0.05170133337378502,
"learning_rate": 1.8671248568155786e-05,
"epoch": 368.96,
"step": 1475
},
{
"loss": 0.0977,
"grad_norm": 0.17463193833827972,
"learning_rate": 1.8384879725085912e-05,
"epoch": 370.0,
"step": 1480
},
{
"loss": 0.0983,
"grad_norm": 0.058463480323553085,
"learning_rate": 1.809851088201604e-05,
"epoch": 371.32,
"step": 1485
},
{
"loss": 0.0986,
"grad_norm": 0.053053297102451324,
"learning_rate": 1.7812142038946165e-05,
"epoch": 372.64,
"step": 1490
},
{
"loss": 0.0983,
"grad_norm": 0.04959683120250702,
"learning_rate": 1.7525773195876288e-05,
"epoch": 373.96,
"step": 1495
},
{
"loss": 0.0979,
"grad_norm": 0.16423150897026062,
"learning_rate": 1.7239404352806415e-05,
"epoch": 375.0,
"step": 1500
},
{
"loss": 0.0988,
"grad_norm": 0.05920962244272232,
"learning_rate": 1.695303550973654e-05,
"epoch": 376.32,
"step": 1505
},
{
"loss": 0.0978,
"grad_norm": 0.05563037097454071,
"learning_rate": 1.6666666666666667e-05,
"epoch": 377.64,
"step": 1510
},
{
"loss": 0.099,
"grad_norm": 0.05923188850283623,
"learning_rate": 1.6380297823596794e-05,
"epoch": 378.96,
"step": 1515
},
{
"loss": 0.0979,
"grad_norm": 0.15863332152366638,
"learning_rate": 1.609392898052692e-05,
"epoch": 380.0,
"step": 1520
},
{
"loss": 0.0986,
"grad_norm": 0.05011793598532677,
"learning_rate": 1.5807560137457044e-05,
"epoch": 381.32,
"step": 1525
},
{
"loss": 0.0972,
"grad_norm": 0.05531328544020653,
"learning_rate": 1.5521191294387173e-05,
"epoch": 382.64,
"step": 1530
},
{
"loss": 0.0984,
"grad_norm": 0.05096098780632019,
"learning_rate": 1.5234822451317298e-05,
"epoch": 383.96,
"step": 1535
},
{
"loss": 0.0972,
"grad_norm": 0.1771489828824997,
"learning_rate": 1.4948453608247423e-05,
"epoch": 385.0,
"step": 1540
},
{
"loss": 0.0966,
"grad_norm": 0.06372582167387009,
"learning_rate": 1.466208476517755e-05,
"epoch": 386.32,
"step": 1545
},
{
"loss": 0.0985,
"grad_norm": 0.06689795106649399,
"learning_rate": 1.4375715922107674e-05,
"epoch": 387.64,
"step": 1550
},
{
"loss": 0.0992,
"grad_norm": 0.05624206364154816,
"learning_rate": 1.40893470790378e-05,
"epoch": 388.96,
"step": 1555
},
{
"loss": 0.0965,
"grad_norm": 0.18881390988826752,
"learning_rate": 1.3802978235967929e-05,
"epoch": 390.0,
"step": 1560
},
{
"loss": 0.0987,
"grad_norm": 0.05553277209401131,
"learning_rate": 1.3516609392898052e-05,
"epoch": 391.32,
"step": 1565
},
{
"loss": 0.0977,
"grad_norm": 0.053938400000333786,
"learning_rate": 1.323024054982818e-05,
"epoch": 392.64,
"step": 1570
},
{
"loss": 0.0985,
"grad_norm": 0.058351170271635056,
"learning_rate": 1.2943871706758307e-05,
"epoch": 393.96,
"step": 1575
},
{
"loss": 0.0972,
"grad_norm": 0.18473298847675323,
"learning_rate": 1.2657502863688431e-05,
"epoch": 395.0,
"step": 1580
},
{
"loss": 0.0966,
"grad_norm": 0.04984845221042633,
"learning_rate": 1.2371134020618558e-05,
"epoch": 396.32,
"step": 1585
},
{
"loss": 0.0996,
"grad_norm": 0.04995407536625862,
"learning_rate": 1.2084765177548683e-05,
"epoch": 397.64,
"step": 1590
},
{
"loss": 0.0982,
"grad_norm": 0.05279296264052391,
"learning_rate": 1.1798396334478809e-05,
"epoch": 398.96,
"step": 1595
},
{
"loss": 0.0986,
"grad_norm": 0.20115900039672852,
"learning_rate": 1.1512027491408934e-05,
"epoch": 400.0,
"step": 1600
},
{
"loss": 0.0987,
"grad_norm": 0.05741635337471962,
"learning_rate": 1.1225658648339062e-05,
"epoch": 401.32,
"step": 1605
},
{
"loss": 0.0985,
"grad_norm": 0.053889356553554535,
"learning_rate": 1.0939289805269187e-05,
"epoch": 402.64,
"step": 1610
},
{
"loss": 0.0983,
"grad_norm": 0.06252421438694,
"learning_rate": 1.0652920962199313e-05,
"epoch": 403.96,
"step": 1615
},
{
"loss": 0.0985,
"grad_norm": 0.17837899923324585,
"learning_rate": 1.036655211912944e-05,
"epoch": 405.0,
"step": 1620
},
{
"loss": 0.0987,
"grad_norm": 0.055326685309410095,
"learning_rate": 1.0080183276059566e-05,
"epoch": 406.32,
"step": 1625
},
{
"loss": 0.0976,
"grad_norm": 0.06286904960870743,
"learning_rate": 9.793814432989691e-06,
"epoch": 407.64,
"step": 1630
},
{
"loss": 0.098,
"grad_norm": 0.06047586351633072,
"learning_rate": 9.507445589919818e-06,
"epoch": 408.96,
"step": 1635
},
{
"loss": 0.0988,
"grad_norm": 0.20101690292358398,
"learning_rate": 9.221076746849944e-06,
"epoch": 410.0,
"step": 1640
},
{
"loss": 0.0975,
"grad_norm": 0.054893139749765396,
"learning_rate": 8.934707903780069e-06,
"epoch": 411.32,
"step": 1645
},
{
"loss": 0.0974,
"grad_norm": 0.05155162885785103,
"learning_rate": 8.648339060710195e-06,
"epoch": 412.64,
"step": 1650
},
{
"loss": 0.0986,
"grad_norm": 0.05315859615802765,
"learning_rate": 8.36197021764032e-06,
"epoch": 413.96,
"step": 1655
},
{
"loss": 0.0986,
"grad_norm": 0.20089367032051086,
"learning_rate": 8.075601374570448e-06,
"epoch": 415.0,
"step": 1660
},
{
"loss": 0.0975,
"grad_norm": 0.062104396522045135,
"learning_rate": 7.789232531500573e-06,
"epoch": 416.32,
"step": 1665
},
{
"loss": 0.0984,
"grad_norm": 0.04769434034824371,
"learning_rate": 7.502863688430699e-06,
"epoch": 417.64,
"step": 1670
},
{
"loss": 0.098,
"grad_norm": 0.05803752690553665,
"learning_rate": 7.216494845360824e-06,
"epoch": 418.96,
"step": 1675
},
{
"loss": 0.0986,
"grad_norm": 0.18877430260181427,
"learning_rate": 6.930126002290952e-06,
"epoch": 420.0,
"step": 1680
},
{
"loss": 0.097,
"grad_norm": 0.05015379935503006,
"learning_rate": 6.643757159221077e-06,
"epoch": 421.32,
"step": 1685
},
{
"loss": 0.0975,
"grad_norm": 0.053316518664360046,
"learning_rate": 6.357388316151203e-06,
"epoch": 422.64,
"step": 1690
},
{
"loss": 0.0975,
"grad_norm": 0.07061650604009628,
"learning_rate": 6.071019473081329e-06,
"epoch": 423.96,
"step": 1695
},
{
"loss": 0.0986,
"grad_norm": 0.1843899041414261,
"learning_rate": 5.784650630011455e-06,
"epoch": 425.0,
"step": 1700
},
{
"loss": 0.0985,
"grad_norm": 0.053336746990680695,
"learning_rate": 5.498281786941581e-06,
"epoch": 426.32,
"step": 1705
},
{
"loss": 0.0979,
"grad_norm": 0.06452289968729019,
"learning_rate": 5.211912943871707e-06,
"epoch": 427.64,
"step": 1710
},
{
"loss": 0.0988,
"grad_norm": 0.05139213800430298,
"learning_rate": 4.925544100801833e-06,
"epoch": 428.96,
"step": 1715
},
{
"loss": 0.098,
"grad_norm": 0.20137694478034973,
"learning_rate": 4.639175257731959e-06,
"epoch": 430.0,
"step": 1720
},
{
"loss": 0.0975,
"grad_norm": 0.06389311701059341,
"learning_rate": 4.352806414662085e-06,
"epoch": 431.32,
"step": 1725
},
{
"loss": 0.0971,
"grad_norm": 0.06720995903015137,
"learning_rate": 4.066437571592211e-06,
"epoch": 432.64,
"step": 1730
},
{
"loss": 0.0989,
"grad_norm": 0.06269954144954681,
"learning_rate": 3.7800687285223365e-06,
"epoch": 433.96,
"step": 1735
},
{
"loss": 0.098,
"grad_norm": 0.19603504240512848,
"learning_rate": 3.493699885452463e-06,
"epoch": 435.0,
"step": 1740
},
{
"loss": 0.0984,
"grad_norm": 0.0567796416580677,
"learning_rate": 3.2073310423825886e-06,
"epoch": 436.32,
"step": 1745
},
{
"loss": 0.0979,
"grad_norm": 0.058682408183813095,
"learning_rate": 2.920962199312715e-06,
"epoch": 437.64,
"step": 1750
},
{
"loss": 0.0986,
"grad_norm": 0.06860623508691788,
"learning_rate": 2.6345933562428407e-06,
"epoch": 438.96,
"step": 1755
},
{
"loss": 0.0974,
"grad_norm": 0.19449147582054138,
"learning_rate": 2.3482245131729668e-06,
"epoch": 440.0,
"step": 1760
},
{
"loss": 0.0981,
"grad_norm": 0.0513903833925724,
"learning_rate": 2.061855670103093e-06,
"epoch": 441.32,
"step": 1765
},
{
"loss": 0.0978,
"grad_norm": 0.054540228098630905,
"learning_rate": 1.7754868270332189e-06,
"epoch": 442.64,
"step": 1770
},
{
"loss": 0.0975,
"grad_norm": 0.056331075727939606,
"learning_rate": 1.4891179839633447e-06,
"epoch": 443.96,
"step": 1775
},
{
"loss": 0.0957,
"grad_norm": 0.2475913017988205,
"learning_rate": 1.202749140893471e-06,
"epoch": 445.0,
"step": 1780
},
{
"loss": 0.0978,
"grad_norm": 0.05785076692700386,
"learning_rate": 9.163802978235968e-07,
"epoch": 446.32,
"step": 1785
},
{
"loss": 0.0985,
"grad_norm": 0.059495363384485245,
"learning_rate": 6.300114547537229e-07,
"epoch": 447.64,
"step": 1790
},
{
"loss": 0.0978,
"grad_norm": 0.05773206427693367,
"learning_rate": 3.436426116838488e-07,
"epoch": 448.96,
"step": 1795
},
{
"loss": 0.096,
"grad_norm": 0.17835591733455658,
"learning_rate": 5.72737686139748e-08,
"epoch": 450.0,
"step": 1800
},
{
"train_runtime": 30740.0997,
"train_samples_per_second": 1.874,
"train_steps_per_second": 0.059,
"total_flos": 1.5308141101056e+18,
"train_loss": 0.1256243144803577,
"epoch": 450.0,
"step": 1800
}
],
"training_args": {
"output_dir": "/hkfs/work/workspace/scratch/tum_fmp0582-dndworkspace/自己训练lora/train_lora/outputs/Math-IIO-68K-Mini/group_02/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/Math-IIO-68K-Mini/group_02",
"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": ""
}