{ "dataset_name": "Mu-Math", "group_index": 2, "prompt_group_file": "/hkfs/work/workspace/scratch/tum_fmp0582-dndworkspace/自己训练lora/train_lora/prompt_groups/Mu-Math/group_02.json", "output_dir": "/hkfs/work/workspace/scratch/tum_fmp0582-dndworkspace/自己训练lora/train_lora/outputs/Mu-Math/group_02", "checkpoint_root": "/hkfs/work/workspace/scratch/tum_fmp0582-dndworkspace/自己训练lora/train_lora/outputs/Mu-Math/group_02/checkpoints", "generated_at": "2025-11-06T12:09:20Z", "train_loss": 0.051097510183850926, "metrics": { "train_runtime": 30773.6855, "train_samples_per_second": 1.872, "train_steps_per_second": 0.058, "total_flos": 1.5308141101056e+18, "train_loss": 0.051097510183850926, "epoch": 450.0 }, "trainer_state": [ { "loss": 1.9365, "grad_norm": 12.459942817687988, "learning_rate": 0.0, "epoch": 0.32, "step": 1 }, { "loss": 1.8142, "grad_norm": 8.271934509277344, "learning_rate": 7.4074074074074075e-06, "epoch": 1.32, "step": 5 }, { "loss": 1.6165, "grad_norm": 3.9753894805908203, "learning_rate": 1.6666666666666667e-05, "epoch": 2.64, "step": 10 }, { "loss": 1.1703, "grad_norm": 1.847590446472168, "learning_rate": 2.5925925925925925e-05, "epoch": 3.96, "step": 15 }, { "loss": 0.9599, "grad_norm": 1.4600589275360107, "learning_rate": 3.518518518518519e-05, "epoch": 5.0, "step": 20 }, { "loss": 0.7586, "grad_norm": 0.4963260293006897, "learning_rate": 4.4444444444444447e-05, "epoch": 6.32, "step": 25 }, { "loss": 0.6096, "grad_norm": 0.6541892886161804, "learning_rate": 5.370370370370371e-05, "epoch": 7.64, "step": 30 }, { "loss": 0.558, "grad_norm": 0.5675546526908875, "learning_rate": 6.296296296296296e-05, "epoch": 8.96, "step": 35 }, { "loss": 0.4217, "grad_norm": 1.8831928968429565, "learning_rate": 7.222222222222222e-05, "epoch": 10.0, "step": 40 }, { "loss": 0.3272, "grad_norm": 0.5947471261024475, "learning_rate": 8.148148148148148e-05, "epoch": 11.32, "step": 45 }, { "loss": 0.2242, "grad_norm": 0.9157267212867737, "learning_rate": 9.074074074074075e-05, "epoch": 12.64, "step": 50 }, { "loss": 0.1316, "grad_norm": 0.7365944981575012, "learning_rate": 0.0001, "epoch": 13.96, "step": 55 }, { "loss": 0.0988, "grad_norm": 0.7577715516090393, "learning_rate": 9.971363115693013e-05, "epoch": 15.0, "step": 60 }, { "loss": 0.0677, "grad_norm": 0.4705277681350708, "learning_rate": 9.942726231386026e-05, "epoch": 16.32, "step": 65 }, { "loss": 0.051, "grad_norm": 0.6848412156105042, "learning_rate": 9.914089347079038e-05, "epoch": 17.64, "step": 70 }, { "loss": 0.048, "grad_norm": 1.1079132556915283, "learning_rate": 9.885452462772051e-05, "epoch": 18.96, "step": 75 }, { "loss": 0.0588, "grad_norm": 2.403899669647217, "learning_rate": 9.856815578465064e-05, "epoch": 20.0, "step": 80 }, { "loss": 0.0385, "grad_norm": 0.3754030168056488, "learning_rate": 9.828178694158075e-05, "epoch": 21.32, "step": 85 }, { "loss": 0.0365, "grad_norm": 0.4488478899002075, "learning_rate": 9.799541809851088e-05, "epoch": 22.64, "step": 90 }, { "loss": 0.0356, "grad_norm": 0.1939873993396759, "learning_rate": 9.7709049255441e-05, "epoch": 23.96, "step": 95 }, { "loss": 0.0317, "grad_norm": 0.6791154742240906, "learning_rate": 9.742268041237114e-05, "epoch": 25.0, "step": 100 }, { "loss": 0.0356, "grad_norm": 0.18391597270965576, "learning_rate": 9.713631156930127e-05, "epoch": 26.32, "step": 105 }, { "loss": 0.0304, "grad_norm": 0.1225690022110939, "learning_rate": 9.68499427262314e-05, "epoch": 27.64, "step": 110 }, { "loss": 0.0333, "grad_norm": 0.287800133228302, "learning_rate": 9.656357388316152e-05, "epoch": 28.96, "step": 115 }, { "loss": 0.0316, "grad_norm": 0.49989548325538635, "learning_rate": 9.627720504009165e-05, "epoch": 30.0, "step": 120 }, { "loss": 0.0302, "grad_norm": 0.11552222818136215, "learning_rate": 9.599083619702178e-05, "epoch": 31.32, "step": 125 }, { "loss": 0.0303, "grad_norm": 0.1376764476299286, "learning_rate": 9.57044673539519e-05, "epoch": 32.64, "step": 130 }, { "loss": 0.0281, "grad_norm": 0.09576033800840378, "learning_rate": 9.541809851088203e-05, "epoch": 33.96, "step": 135 }, { "loss": 0.0296, "grad_norm": 0.2098597288131714, "learning_rate": 9.513172966781214e-05, "epoch": 35.0, "step": 140 }, { "loss": 0.0319, "grad_norm": 0.09049259126186371, "learning_rate": 9.484536082474227e-05, "epoch": 36.32, "step": 145 }, { "loss": 0.0303, "grad_norm": 0.09084472805261612, "learning_rate": 9.45589919816724e-05, "epoch": 37.64, "step": 150 }, { "loss": 0.0294, "grad_norm": 0.10426808893680573, "learning_rate": 9.427262313860252e-05, "epoch": 38.96, "step": 155 }, { "loss": 0.0319, "grad_norm": 0.31243082880973816, "learning_rate": 9.398625429553265e-05, "epoch": 40.0, "step": 160 }, { "loss": 0.0295, "grad_norm": 0.09817381203174591, "learning_rate": 9.369988545246277e-05, "epoch": 41.32, "step": 165 }, { "loss": 0.0314, "grad_norm": 0.0776728019118309, "learning_rate": 9.34135166093929e-05, "epoch": 42.64, "step": 170 }, { "loss": 0.0295, "grad_norm": 0.08510439842939377, "learning_rate": 9.312714776632303e-05, "epoch": 43.96, "step": 175 }, { "loss": 0.0296, "grad_norm": 0.43315544724464417, "learning_rate": 9.284077892325315e-05, "epoch": 45.0, "step": 180 }, { "loss": 0.0304, "grad_norm": 0.13935598731040955, "learning_rate": 9.255441008018328e-05, "epoch": 46.32, "step": 185 }, { "loss": 0.0288, "grad_norm": 0.07154335081577301, "learning_rate": 9.22680412371134e-05, "epoch": 47.64, "step": 190 }, { "loss": 0.0276, "grad_norm": 0.07430156320333481, "learning_rate": 9.198167239404353e-05, "epoch": 48.96, "step": 195 }, { "loss": 0.0266, "grad_norm": 0.19542072713375092, "learning_rate": 9.169530355097366e-05, "epoch": 50.0, "step": 200 }, { "loss": 0.0285, "grad_norm": 0.06542488187551498, "learning_rate": 9.140893470790379e-05, "epoch": 51.32, "step": 205 }, { "loss": 0.0293, "grad_norm": 0.06834977120161057, "learning_rate": 9.112256586483391e-05, "epoch": 52.64, "step": 210 }, { "loss": 0.0291, "grad_norm": 0.06402876228094101, "learning_rate": 9.083619702176404e-05, "epoch": 53.96, "step": 215 }, { "loss": 0.0267, "grad_norm": 0.12964655458927155, "learning_rate": 9.054982817869416e-05, "epoch": 55.0, "step": 220 }, { "loss": 0.027, "grad_norm": 0.06180821731686592, "learning_rate": 9.026345933562429e-05, "epoch": 56.32, "step": 225 }, { "loss": 0.0287, "grad_norm": 0.07850021868944168, "learning_rate": 8.997709049255442e-05, "epoch": 57.64, "step": 230 }, { "loss": 0.0288, "grad_norm": 0.08674652874469757, "learning_rate": 8.969072164948454e-05, "epoch": 58.96, "step": 235 }, { "loss": 0.027, "grad_norm": 0.13550227880477905, "learning_rate": 8.940435280641467e-05, "epoch": 60.0, "step": 240 }, { "loss": 0.029, "grad_norm": 0.052616823464632034, "learning_rate": 8.91179839633448e-05, "epoch": 61.32, "step": 245 }, { "loss": 0.0273, "grad_norm": 0.05637040361762047, "learning_rate": 8.883161512027491e-05, "epoch": 62.64, "step": 250 }, { "loss": 0.0285, "grad_norm": 0.056030530482530594, "learning_rate": 8.854524627720504e-05, "epoch": 63.96, "step": 255 }, { "loss": 0.0303, "grad_norm": 0.2206558734178543, "learning_rate": 8.825887743413516e-05, "epoch": 65.0, "step": 260 }, { "loss": 0.0273, "grad_norm": 0.06765328347682953, "learning_rate": 8.797250859106529e-05, "epoch": 66.32, "step": 265 }, { "loss": 0.0276, "grad_norm": 0.05318569764494896, "learning_rate": 8.768613974799542e-05, "epoch": 67.64, "step": 270 }, { "loss": 0.0283, "grad_norm": 0.07812155038118362, "learning_rate": 8.739977090492554e-05, "epoch": 68.96, "step": 275 }, { "loss": 0.0284, "grad_norm": 0.13446678221225739, "learning_rate": 8.711340206185567e-05, "epoch": 70.0, "step": 280 }, { "loss": 0.028, "grad_norm": 0.06713248789310455, "learning_rate": 8.682703321878581e-05, "epoch": 71.32, "step": 285 }, { "loss": 0.0285, "grad_norm": 0.05793493986129761, "learning_rate": 8.654066437571594e-05, "epoch": 72.64, "step": 290 }, { "loss": 0.0306, "grad_norm": 0.05141283571720123, "learning_rate": 8.625429553264606e-05, "epoch": 73.96, "step": 295 }, { "loss": 0.0268, "grad_norm": 0.10756499320268631, "learning_rate": 8.596792668957619e-05, "epoch": 75.0, "step": 300 }, { "loss": 0.0267, "grad_norm": 0.059844721108675, "learning_rate": 8.56815578465063e-05, "epoch": 76.32, "step": 305 }, { "loss": 0.0285, "grad_norm": 0.06797927618026733, "learning_rate": 8.539518900343643e-05, "epoch": 77.64, "step": 310 }, { "loss": 0.0294, "grad_norm": 0.054127760231494904, "learning_rate": 8.510882016036655e-05, "epoch": 78.96, "step": 315 }, { "loss": 0.0271, "grad_norm": 0.1754523366689682, "learning_rate": 8.482245131729668e-05, "epoch": 80.0, "step": 320 }, { "loss": 0.0279, "grad_norm": 0.044677287340164185, "learning_rate": 8.453608247422681e-05, "epoch": 81.32, "step": 325 }, { "loss": 0.0283, "grad_norm": 0.05297912657260895, "learning_rate": 8.424971363115693e-05, "epoch": 82.64, "step": 330 }, { "loss": 0.0278, "grad_norm": 0.060577839612960815, "learning_rate": 8.396334478808706e-05, "epoch": 83.96, "step": 335 }, { "loss": 0.029, "grad_norm": 0.2438015341758728, "learning_rate": 8.367697594501719e-05, "epoch": 85.0, "step": 340 }, { "loss": 0.0301, "grad_norm": 0.0655108243227005, "learning_rate": 8.339060710194731e-05, "epoch": 86.32, "step": 345 }, { "loss": 0.0276, "grad_norm": 0.061895765364170074, "learning_rate": 8.310423825887744e-05, "epoch": 87.64, "step": 350 }, { "loss": 0.0285, "grad_norm": 0.04810845106840134, "learning_rate": 8.281786941580757e-05, "epoch": 88.96, "step": 355 }, { "loss": 0.0286, "grad_norm": 0.1456259787082672, "learning_rate": 8.253150057273768e-05, "epoch": 90.0, "step": 360 }, { "loss": 0.0291, "grad_norm": 0.04703383520245552, "learning_rate": 8.224513172966782e-05, "epoch": 91.32, "step": 365 }, { "loss": 0.0304, "grad_norm": 0.047721978276968, "learning_rate": 8.195876288659795e-05, "epoch": 92.64, "step": 370 }, { "loss": 0.0277, "grad_norm": 0.04810764268040657, "learning_rate": 8.167239404352807e-05, "epoch": 93.96, "step": 375 }, { "loss": 0.0298, "grad_norm": 0.1717972606420517, "learning_rate": 8.13860252004582e-05, "epoch": 95.0, "step": 380 }, { "loss": 0.0283, "grad_norm": 0.04712994024157524, "learning_rate": 8.109965635738833e-05, "epoch": 96.32, "step": 385 }, { "loss": 0.0275, "grad_norm": 0.050293587148189545, "learning_rate": 8.081328751431845e-05, "epoch": 97.64, "step": 390 }, { "loss": 0.029, "grad_norm": 0.04962620511651039, "learning_rate": 8.052691867124858e-05, "epoch": 98.96, "step": 395 }, { "loss": 0.0283, "grad_norm": 0.14536118507385254, "learning_rate": 8.02405498281787e-05, "epoch": 100.0, "step": 400 }, { "loss": 0.0286, "grad_norm": 0.03975927457213402, "learning_rate": 7.995418098510883e-05, "epoch": 101.32, "step": 405 }, { "loss": 0.029, "grad_norm": 0.04775772988796234, "learning_rate": 7.966781214203894e-05, "epoch": 102.64, "step": 410 }, { "loss": 0.0267, "grad_norm": 0.05335009843111038, "learning_rate": 7.938144329896907e-05, "epoch": 103.96, "step": 415 }, { "loss": 0.0281, "grad_norm": 0.15312203764915466, "learning_rate": 7.90950744558992e-05, "epoch": 105.0, "step": 420 }, { "loss": 0.026, "grad_norm": 0.042196229100227356, "learning_rate": 7.880870561282932e-05, "epoch": 106.32, "step": 425 }, { "loss": 0.0256, "grad_norm": 0.04260672628879547, "learning_rate": 7.852233676975945e-05, "epoch": 107.64, "step": 430 }, { "loss": 0.0261, "grad_norm": 0.044962696731090546, "learning_rate": 7.823596792668958e-05, "epoch": 108.96, "step": 435 }, { "loss": 0.0288, "grad_norm": 0.1804293394088745, "learning_rate": 7.79495990836197e-05, "epoch": 110.0, "step": 440 }, { "loss": 0.0269, "grad_norm": 0.05607164278626442, "learning_rate": 7.766323024054983e-05, "epoch": 111.32, "step": 445 }, { "loss": 0.0262, "grad_norm": 0.044784240424633026, "learning_rate": 7.737686139747996e-05, "epoch": 112.64, "step": 450 }, { "loss": 0.0299, "grad_norm": 0.03930198401212692, "learning_rate": 7.709049255441008e-05, "epoch": 113.96, "step": 455 }, { "loss": 0.0257, "grad_norm": 0.07879722863435745, "learning_rate": 7.680412371134021e-05, "epoch": 115.0, "step": 460 }, { "loss": 0.0272, "grad_norm": 0.04225251078605652, "learning_rate": 7.651775486827034e-05, "epoch": 116.32, "step": 465 }, { "loss": 0.0265, "grad_norm": 0.03925105556845665, "learning_rate": 7.623138602520046e-05, "epoch": 117.64, "step": 470 }, { "loss": 0.0294, "grad_norm": 0.04285939037799835, "learning_rate": 7.594501718213059e-05, "epoch": 118.96, "step": 475 }, { "loss": 0.0282, "grad_norm": 0.11245210468769073, "learning_rate": 7.565864833906071e-05, "epoch": 120.0, "step": 480 }, { "loss": 0.0287, "grad_norm": 0.041616059839725494, "learning_rate": 7.537227949599084e-05, "epoch": 121.32, "step": 485 }, { "loss": 0.0271, "grad_norm": 0.0392870269715786, "learning_rate": 7.508591065292097e-05, "epoch": 122.64, "step": 490 }, { "loss": 0.0268, "grad_norm": 0.04443635791540146, "learning_rate": 7.47995418098511e-05, "epoch": 123.96, "step": 495 }, { "loss": 0.0276, "grad_norm": 0.10335057228803635, "learning_rate": 7.451317296678122e-05, "epoch": 125.0, "step": 500 }, { "loss": 0.0273, "grad_norm": 0.04833557456731796, "learning_rate": 7.422680412371135e-05, "epoch": 126.32, "step": 505 }, { "loss": 0.0281, "grad_norm": 0.0519150011241436, "learning_rate": 7.394043528064147e-05, "epoch": 127.64, "step": 510 }, { "loss": 0.0258, "grad_norm": 0.049908749759197235, "learning_rate": 7.36540664375716e-05, "epoch": 128.96, "step": 515 }, { "loss": 0.0269, "grad_norm": 0.14006085693836212, "learning_rate": 7.336769759450171e-05, "epoch": 130.0, "step": 520 }, { "loss": 0.0277, "grad_norm": 0.045514874160289764, "learning_rate": 7.308132875143184e-05, "epoch": 131.32, "step": 525 }, { "loss": 0.0255, "grad_norm": 0.0363946259021759, "learning_rate": 7.279495990836197e-05, "epoch": 132.64, "step": 530 }, { "loss": 0.0296, "grad_norm": 0.04209313169121742, "learning_rate": 7.250859106529209e-05, "epoch": 133.96, "step": 535 }, { "loss": 0.025, "grad_norm": 0.10052137821912766, "learning_rate": 7.222222222222222e-05, "epoch": 135.0, "step": 540 }, { "loss": 0.0281, "grad_norm": 0.03539109602570534, "learning_rate": 7.193585337915235e-05, "epoch": 136.32, "step": 545 }, { "loss": 0.0265, "grad_norm": 0.0492619089782238, "learning_rate": 7.164948453608247e-05, "epoch": 137.64, "step": 550 }, { "loss": 0.0271, "grad_norm": 0.04026774317026138, "learning_rate": 7.136311569301261e-05, "epoch": 138.96, "step": 555 }, { "loss": 0.0277, "grad_norm": 0.13962514698505402, "learning_rate": 7.107674684994274e-05, "epoch": 140.0, "step": 560 }, { "loss": 0.0283, "grad_norm": 0.048518043011426926, "learning_rate": 7.079037800687286e-05, "epoch": 141.32, "step": 565 }, { "loss": 0.0264, "grad_norm": 0.03669588267803192, "learning_rate": 7.050400916380299e-05, "epoch": 142.64, "step": 570 }, { "loss": 0.028, "grad_norm": 0.04244278371334076, "learning_rate": 7.02176403207331e-05, "epoch": 143.96, "step": 575 }, { "loss": 0.0304, "grad_norm": 0.11958711594343185, "learning_rate": 6.993127147766323e-05, "epoch": 145.0, "step": 580 }, { "loss": 0.0266, "grad_norm": 0.03955429047346115, "learning_rate": 6.964490263459336e-05, "epoch": 146.32, "step": 585 }, { "loss": 0.0278, "grad_norm": 0.029061047360301018, "learning_rate": 6.935853379152348e-05, "epoch": 147.64, "step": 590 }, { "loss": 0.0285, "grad_norm": 0.0406777560710907, "learning_rate": 6.907216494845361e-05, "epoch": 148.96, "step": 595 }, { "loss": 0.0306, "grad_norm": 0.19677869975566864, "learning_rate": 6.878579610538374e-05, "epoch": 150.0, "step": 600 }, { "loss": 0.0276, "grad_norm": 0.042246054857969284, "learning_rate": 6.849942726231386e-05, "epoch": 151.32, "step": 605 }, { "loss": 0.0275, "grad_norm": 0.04018251597881317, "learning_rate": 6.821305841924399e-05, "epoch": 152.64, "step": 610 }, { "loss": 0.0271, "grad_norm": 0.04872079938650131, "learning_rate": 6.792668957617412e-05, "epoch": 153.96, "step": 615 }, { "loss": 0.0252, "grad_norm": 0.10733994841575623, "learning_rate": 6.764032073310424e-05, "epoch": 155.0, "step": 620 }, { "loss": 0.0271, "grad_norm": 0.03609330579638481, "learning_rate": 6.735395189003437e-05, "epoch": 156.32, "step": 625 }, { "loss": 0.0264, "grad_norm": 0.035687219351530075, "learning_rate": 6.706758304696448e-05, "epoch": 157.64, "step": 630 }, { "loss": 0.0283, "grad_norm": 0.043042026460170746, "learning_rate": 6.678121420389462e-05, "epoch": 158.96, "step": 635 }, { "loss": 0.0279, "grad_norm": 0.10075648128986359, "learning_rate": 6.649484536082475e-05, "epoch": 160.0, "step": 640 }, { "loss": 0.0282, "grad_norm": 0.033284008502960205, "learning_rate": 6.620847651775487e-05, "epoch": 161.32, "step": 645 }, { "loss": 0.0295, "grad_norm": 0.03658377751708031, "learning_rate": 6.5922107674685e-05, "epoch": 162.64, "step": 650 }, { "loss": 0.0282, "grad_norm": 0.031327929347753525, "learning_rate": 6.563573883161513e-05, "epoch": 163.96, "step": 655 }, { "loss": 0.0256, "grad_norm": 0.0796549916267395, "learning_rate": 6.534936998854525e-05, "epoch": 165.0, "step": 660 }, { "loss": 0.0275, "grad_norm": 0.029209351167082787, "learning_rate": 6.506300114547538e-05, "epoch": 166.32, "step": 665 }, { "loss": 0.0283, "grad_norm": 0.03592154011130333, "learning_rate": 6.477663230240551e-05, "epoch": 167.64, "step": 670 }, { "loss": 0.0289, "grad_norm": 0.03494837507605553, "learning_rate": 6.449026345933563e-05, "epoch": 168.96, "step": 675 }, { "loss": 0.0285, "grad_norm": 0.14478668570518494, "learning_rate": 6.420389461626576e-05, "epoch": 170.0, "step": 680 }, { "loss": 0.0282, "grad_norm": 0.03729751333594322, "learning_rate": 6.391752577319587e-05, "epoch": 171.32, "step": 685 }, { "loss": 0.0265, "grad_norm": 0.031150100752711296, "learning_rate": 6.3631156930126e-05, "epoch": 172.64, "step": 690 }, { "loss": 0.0285, "grad_norm": 0.03413815423846245, "learning_rate": 6.334478808705613e-05, "epoch": 173.96, "step": 695 }, { "loss": 0.0297, "grad_norm": 0.12328466773033142, "learning_rate": 6.305841924398625e-05, "epoch": 175.0, "step": 700 }, { "loss": 0.0282, "grad_norm": 0.03556813299655914, "learning_rate": 6.277205040091638e-05, "epoch": 176.32, "step": 705 }, { "loss": 0.0278, "grad_norm": 0.03413591906428337, "learning_rate": 6.24856815578465e-05, "epoch": 177.64, "step": 710 }, { "loss": 0.0274, "grad_norm": 0.036140117794275284, "learning_rate": 6.219931271477663e-05, "epoch": 178.96, "step": 715 }, { "loss": 0.0262, "grad_norm": 0.10373730957508087, "learning_rate": 6.191294387170676e-05, "epoch": 180.0, "step": 720 }, { "loss": 0.0274, "grad_norm": 0.0351722314953804, "learning_rate": 6.162657502863689e-05, "epoch": 181.32, "step": 725 }, { "loss": 0.0261, "grad_norm": 0.03381708636879921, "learning_rate": 6.134020618556701e-05, "epoch": 182.64, "step": 730 }, { "loss": 0.0263, "grad_norm": 0.03998289257287979, "learning_rate": 6.105383734249714e-05, "epoch": 183.96, "step": 735 }, { "loss": 0.028, "grad_norm": 0.10174469649791718, "learning_rate": 6.076746849942726e-05, "epoch": 185.0, "step": 740 }, { "loss": 0.0277, "grad_norm": 0.0394851379096508, "learning_rate": 6.0481099656357384e-05, "epoch": 186.32, "step": 745 }, { "loss": 0.0271, "grad_norm": 0.03060317225754261, "learning_rate": 6.019473081328752e-05, "epoch": 187.64, "step": 750 }, { "loss": 0.0286, "grad_norm": 0.03239155560731888, "learning_rate": 5.9908361970217644e-05, "epoch": 188.96, "step": 755 }, { "loss": 0.0304, "grad_norm": 0.11275539547204971, "learning_rate": 5.962199312714777e-05, "epoch": 190.0, "step": 760 }, { "loss": 0.0274, "grad_norm": 0.03375179320573807, "learning_rate": 5.93356242840779e-05, "epoch": 191.32, "step": 765 }, { "loss": 0.0288, "grad_norm": 0.03131432458758354, "learning_rate": 5.904925544100802e-05, "epoch": 192.64, "step": 770 }, { "loss": 0.0266, "grad_norm": 0.03220963850617409, "learning_rate": 5.876288659793815e-05, "epoch": 193.96, "step": 775 }, { "loss": 0.0273, "grad_norm": 0.12664102017879486, "learning_rate": 5.8476517754868276e-05, "epoch": 195.0, "step": 780 }, { "loss": 0.0268, "grad_norm": 0.03445525839924812, "learning_rate": 5.81901489117984e-05, "epoch": 196.32, "step": 785 }, { "loss": 0.0268, "grad_norm": 0.029881959781050682, "learning_rate": 5.790378006872853e-05, "epoch": 197.64, "step": 790 }, { "loss": 0.0268, "grad_norm": 0.03461715951561928, "learning_rate": 5.761741122565865e-05, "epoch": 198.96, "step": 795 }, { "loss": 0.0276, "grad_norm": 0.06379285454750061, "learning_rate": 5.7331042382588775e-05, "epoch": 200.0, "step": 800 }, { "loss": 0.0284, "grad_norm": 0.03501211479306221, "learning_rate": 5.70446735395189e-05, "epoch": 201.32, "step": 805 }, { "loss": 0.0267, "grad_norm": 0.033938001841306686, "learning_rate": 5.675830469644903e-05, "epoch": 202.64, "step": 810 }, { "loss": 0.0277, "grad_norm": 0.0317513644695282, "learning_rate": 5.6471935853379155e-05, "epoch": 203.96, "step": 815 }, { "loss": 0.0283, "grad_norm": 0.11150039732456207, "learning_rate": 5.618556701030928e-05, "epoch": 205.0, "step": 820 }, { "loss": 0.0286, "grad_norm": 0.03084045648574829, "learning_rate": 5.589919816723941e-05, "epoch": 206.32, "step": 825 }, { "loss": 0.0255, "grad_norm": 0.03162642568349838, "learning_rate": 5.5612829324169534e-05, "epoch": 207.64, "step": 830 }, { "loss": 0.0309, "grad_norm": 0.034418992698192596, "learning_rate": 5.532646048109966e-05, "epoch": 208.96, "step": 835 }, { "loss": 0.0299, "grad_norm": 0.12370965629816055, "learning_rate": 5.504009163802979e-05, "epoch": 210.0, "step": 840 }, { "loss": 0.0265, "grad_norm": 0.036141104996204376, "learning_rate": 5.4753722794959914e-05, "epoch": 211.32, "step": 845 }, { "loss": 0.0274, "grad_norm": 0.035881225019693375, "learning_rate": 5.4467353951890033e-05, "epoch": 212.64, "step": 850 }, { "loss": 0.0281, "grad_norm": 0.030480504035949707, "learning_rate": 5.418098510882016e-05, "epoch": 213.96, "step": 855 }, { "loss": 0.0264, "grad_norm": 0.11071456968784332, "learning_rate": 5.3894616265750286e-05, "epoch": 215.0, "step": 860 }, { "loss": 0.0271, "grad_norm": 0.037061914801597595, "learning_rate": 5.360824742268041e-05, "epoch": 216.32, "step": 865 }, { "loss": 0.028, "grad_norm": 0.03457382321357727, "learning_rate": 5.332187857961054e-05, "epoch": 217.64, "step": 870 }, { "loss": 0.0273, "grad_norm": 0.03759295493364334, "learning_rate": 5.3035509736540666e-05, "epoch": 218.96, "step": 875 }, { "loss": 0.0256, "grad_norm": 0.1076277494430542, "learning_rate": 5.274914089347079e-05, "epoch": 220.0, "step": 880 }, { "loss": 0.0272, "grad_norm": 0.03284919261932373, "learning_rate": 5.246277205040092e-05, "epoch": 221.32, "step": 885 }, { "loss": 0.0269, "grad_norm": 0.028245938941836357, "learning_rate": 5.2176403207331045e-05, "epoch": 222.64, "step": 890 }, { "loss": 0.0274, "grad_norm": 0.03225464001297951, "learning_rate": 5.189003436426118e-05, "epoch": 223.96, "step": 895 }, { "loss": 0.0301, "grad_norm": 0.12374581396579742, "learning_rate": 5.1603665521191305e-05, "epoch": 225.0, "step": 900 }, { "loss": 0.0258, "grad_norm": 0.028760628774762154, "learning_rate": 5.131729667812142e-05, "epoch": 226.32, "step": 905 }, { "loss": 0.0269, "grad_norm": 0.0311700738966465, "learning_rate": 5.1030927835051544e-05, "epoch": 227.64, "step": 910 }, { "loss": 0.0274, "grad_norm": 0.0342172272503376, "learning_rate": 5.074455899198167e-05, "epoch": 228.96, "step": 915 }, { "loss": 0.026, "grad_norm": 0.10559365898370743, "learning_rate": 5.04581901489118e-05, "epoch": 230.0, "step": 920 }, { "loss": 0.0256, "grad_norm": 0.029003923758864403, "learning_rate": 5.0171821305841924e-05, "epoch": 231.32, "step": 925 }, { "loss": 0.0262, "grad_norm": 0.02688068337738514, "learning_rate": 4.988545246277205e-05, "epoch": 232.64, "step": 930 }, { "loss": 0.028, "grad_norm": 0.031844500452280045, "learning_rate": 4.9599083619702184e-05, "epoch": 233.96, "step": 935 }, { "loss": 0.0275, "grad_norm": 0.1045367494225502, "learning_rate": 4.931271477663231e-05, "epoch": 235.0, "step": 940 }, { "loss": 0.0275, "grad_norm": 0.027557367458939552, "learning_rate": 4.902634593356243e-05, "epoch": 236.32, "step": 945 }, { "loss": 0.0295, "grad_norm": 0.02958374284207821, "learning_rate": 4.8739977090492556e-05, "epoch": 237.64, "step": 950 }, { "loss": 0.0268, "grad_norm": 0.035805728286504745, "learning_rate": 4.845360824742268e-05, "epoch": 238.96, "step": 955 }, { "loss": 0.0284, "grad_norm": 0.09595295786857605, "learning_rate": 4.816723940435281e-05, "epoch": 240.0, "step": 960 }, { "loss": 0.0277, "grad_norm": 0.035874079912900925, "learning_rate": 4.7880870561282936e-05, "epoch": 241.32, "step": 965 }, { "loss": 0.0276, "grad_norm": 0.03185247257351875, "learning_rate": 4.7594501718213055e-05, "epoch": 242.64, "step": 970 }, { "loss": 0.027, "grad_norm": 0.031043587252497673, "learning_rate": 4.730813287514318e-05, "epoch": 243.96, "step": 975 }, { "loss": 0.0258, "grad_norm": 0.07680591940879822, "learning_rate": 4.7021764032073315e-05, "epoch": 245.0, "step": 980 }, { "loss": 0.0274, "grad_norm": 0.02613416314125061, "learning_rate": 4.673539518900344e-05, "epoch": 246.32, "step": 985 }, { "loss": 0.0269, "grad_norm": 0.027929726988077164, "learning_rate": 4.644902634593357e-05, "epoch": 247.64, "step": 990 }, { "loss": 0.026, "grad_norm": 0.03232184424996376, "learning_rate": 4.6162657502863694e-05, "epoch": 248.96, "step": 995 }, { "loss": 0.0291, "grad_norm": 0.12403667718172073, "learning_rate": 4.5876288659793814e-05, "epoch": 250.0, "step": 1000 }, { "loss": 0.0266, "grad_norm": 0.03509174659848213, "learning_rate": 4.558991981672394e-05, "epoch": 251.32, "step": 1005 }, { "loss": 0.0287, "grad_norm": 0.027323272079229355, "learning_rate": 4.530355097365407e-05, "epoch": 252.64, "step": 1010 }, { "loss": 0.027, "grad_norm": 0.030328135937452316, "learning_rate": 4.5017182130584194e-05, "epoch": 253.96, "step": 1015 }, { "loss": 0.0276, "grad_norm": 0.10610891878604889, "learning_rate": 4.473081328751432e-05, "epoch": 255.0, "step": 1020 }, { "loss": 0.0258, "grad_norm": 0.02679722011089325, "learning_rate": 4.4444444444444447e-05, "epoch": 256.32, "step": 1025 }, { "loss": 0.0262, "grad_norm": 0.031156398355960846, "learning_rate": 4.415807560137457e-05, "epoch": 257.64, "step": 1030 }, { "loss": 0.0277, "grad_norm": 0.02851184457540512, "learning_rate": 4.38717067583047e-05, "epoch": 258.96, "step": 1035 }, { "loss": 0.0258, "grad_norm": 0.08636654913425446, "learning_rate": 4.3585337915234826e-05, "epoch": 260.0, "step": 1040 }, { "loss": 0.0271, "grad_norm": 0.032737940549850464, "learning_rate": 4.329896907216495e-05, "epoch": 261.32, "step": 1045 }, { "loss": 0.0284, "grad_norm": 0.026353875175118446, "learning_rate": 4.301260022909508e-05, "epoch": 262.64, "step": 1050 }, { "loss": 0.0278, "grad_norm": 0.034622952342033386, "learning_rate": 4.27262313860252e-05, "epoch": 263.96, "step": 1055 }, { "loss": 0.0275, "grad_norm": 0.09618545323610306, "learning_rate": 4.2439862542955325e-05, "epoch": 265.0, "step": 1060 }, { "loss": 0.0265, "grad_norm": 0.026122266426682472, "learning_rate": 4.215349369988545e-05, "epoch": 266.32, "step": 1065 }, { "loss": 0.0269, "grad_norm": 0.027358680963516235, "learning_rate": 4.1867124856815585e-05, "epoch": 267.64, "step": 1070 }, { "loss": 0.026, "grad_norm": 0.030511151999235153, "learning_rate": 4.158075601374571e-05, "epoch": 268.96, "step": 1075 }, { "loss": 0.0252, "grad_norm": 0.06995666027069092, "learning_rate": 4.129438717067583e-05, "epoch": 270.0, "step": 1080 }, { "loss": 0.0289, "grad_norm": 0.02966456487774849, "learning_rate": 4.100801832760596e-05, "epoch": 271.32, "step": 1085 }, { "loss": 0.0282, "grad_norm": 0.033641111105680466, "learning_rate": 4.0721649484536084e-05, "epoch": 272.64, "step": 1090 }, { "loss": 0.0266, "grad_norm": 0.03901847079396248, "learning_rate": 4.043528064146621e-05, "epoch": 273.96, "step": 1095 }, { "loss": 0.0249, "grad_norm": 0.07018334418535233, "learning_rate": 4.014891179839634e-05, "epoch": 275.0, "step": 1100 }, { "loss": 0.0262, "grad_norm": 0.02681148611009121, "learning_rate": 3.9862542955326463e-05, "epoch": 276.32, "step": 1105 }, { "loss": 0.0282, "grad_norm": 0.030849643051624298, "learning_rate": 3.957617411225659e-05, "epoch": 277.64, "step": 1110 }, { "loss": 0.0272, "grad_norm": 0.034074876457452774, "learning_rate": 3.9289805269186716e-05, "epoch": 278.96, "step": 1115 }, { "loss": 0.0297, "grad_norm": 0.11605586856603622, "learning_rate": 3.900343642611684e-05, "epoch": 280.0, "step": 1120 }, { "loss": 0.0257, "grad_norm": 0.025197183713316917, "learning_rate": 3.871706758304697e-05, "epoch": 281.32, "step": 1125 }, { "loss": 0.0285, "grad_norm": 0.0305488184094429, "learning_rate": 3.8430698739977096e-05, "epoch": 282.64, "step": 1130 }, { "loss": 0.0263, "grad_norm": 0.030490906909108162, "learning_rate": 3.8144329896907216e-05, "epoch": 283.96, "step": 1135 }, { "loss": 0.0295, "grad_norm": 0.1383514255285263, "learning_rate": 3.785796105383734e-05, "epoch": 285.0, "step": 1140 }, { "loss": 0.0254, "grad_norm": 0.030165698379278183, "learning_rate": 3.757159221076747e-05, "epoch": 286.32, "step": 1145 }, { "loss": 0.0273, "grad_norm": 0.030778726562857628, "learning_rate": 3.7285223367697595e-05, "epoch": 287.64, "step": 1150 }, { "loss": 0.0272, "grad_norm": 0.03311246261000633, "learning_rate": 3.699885452462772e-05, "epoch": 288.96, "step": 1155 }, { "loss": 0.0278, "grad_norm": 0.10040083527565002, "learning_rate": 3.671248568155785e-05, "epoch": 290.0, "step": 1160 }, { "loss": 0.0276, "grad_norm": 0.03057100623846054, "learning_rate": 3.6426116838487974e-05, "epoch": 291.32, "step": 1165 }, { "loss": 0.0262, "grad_norm": 0.02769300900399685, "learning_rate": 3.61397479954181e-05, "epoch": 292.64, "step": 1170 }, { "loss": 0.0279, "grad_norm": 0.03251904994249344, "learning_rate": 3.585337915234823e-05, "epoch": 293.96, "step": 1175 }, { "loss": 0.0263, "grad_norm": 0.07242397218942642, "learning_rate": 3.5567010309278354e-05, "epoch": 295.0, "step": 1180 }, { "loss": 0.0267, "grad_norm": 0.02868080884218216, "learning_rate": 3.528064146620848e-05, "epoch": 296.32, "step": 1185 }, { "loss": 0.0288, "grad_norm": 0.029909975826740265, "learning_rate": 3.49942726231386e-05, "epoch": 297.64, "step": 1190 }, { "loss": 0.0258, "grad_norm": 0.0312914177775383, "learning_rate": 3.4707903780068726e-05, "epoch": 298.96, "step": 1195 }, { "loss": 0.0315, "grad_norm": 0.16149213910102844, "learning_rate": 3.442153493699885e-05, "epoch": 300.0, "step": 1200 }, { "loss": 0.0275, "grad_norm": 0.03005439043045044, "learning_rate": 3.4135166093928986e-05, "epoch": 301.32, "step": 1205 }, { "loss": 0.0292, "grad_norm": 0.034173667430877686, "learning_rate": 3.384879725085911e-05, "epoch": 302.64, "step": 1210 }, { "loss": 0.025, "grad_norm": 0.03309086337685585, "learning_rate": 3.356242840778923e-05, "epoch": 303.96, "step": 1215 }, { "loss": 0.0288, "grad_norm": 0.1183459684252739, "learning_rate": 3.327605956471936e-05, "epoch": 305.0, "step": 1220 }, { "loss": 0.0257, "grad_norm": 0.03162449225783348, "learning_rate": 3.2989690721649485e-05, "epoch": 306.32, "step": 1225 }, { "loss": 0.0256, "grad_norm": 0.03201473876833916, "learning_rate": 3.270332187857961e-05, "epoch": 307.64, "step": 1230 }, { "loss": 0.0303, "grad_norm": 0.027136627584695816, "learning_rate": 3.241695303550974e-05, "epoch": 308.96, "step": 1235 }, { "loss": 0.0251, "grad_norm": 0.06339441239833832, "learning_rate": 3.2130584192439865e-05, "epoch": 310.0, "step": 1240 }, { "loss": 0.0247, "grad_norm": 0.0301304180175066, "learning_rate": 3.184421534936999e-05, "epoch": 311.32, "step": 1245 }, { "loss": 0.0286, "grad_norm": 0.028098952025175095, "learning_rate": 3.155784650630012e-05, "epoch": 312.64, "step": 1250 }, { "loss": 0.0257, "grad_norm": 0.028008516877889633, "learning_rate": 3.1271477663230244e-05, "epoch": 313.96, "step": 1255 }, { "loss": 0.0291, "grad_norm": 0.12932923436164856, "learning_rate": 3.098510882016037e-05, "epoch": 315.0, "step": 1260 }, { "loss": 0.0263, "grad_norm": 0.024808766320347786, "learning_rate": 3.06987399770905e-05, "epoch": 316.32, "step": 1265 }, { "loss": 0.0273, "grad_norm": 0.030069079250097275, "learning_rate": 3.0412371134020617e-05, "epoch": 317.64, "step": 1270 }, { "loss": 0.0254, "grad_norm": 0.029899900779128075, "learning_rate": 3.0126002290950743e-05, "epoch": 318.96, "step": 1275 }, { "loss": 0.0252, "grad_norm": 0.059897731989622116, "learning_rate": 2.983963344788087e-05, "epoch": 320.0, "step": 1280 }, { "loss": 0.0261, "grad_norm": 0.027753815054893494, "learning_rate": 2.9553264604811e-05, "epoch": 321.32, "step": 1285 }, { "loss": 0.0282, "grad_norm": 0.03007557988166809, "learning_rate": 2.9266895761741126e-05, "epoch": 322.64, "step": 1290 }, { "loss": 0.0266, "grad_norm": 0.03272291645407677, "learning_rate": 2.8980526918671253e-05, "epoch": 323.96, "step": 1295 }, { "loss": 0.025, "grad_norm": 0.07854855060577393, "learning_rate": 2.8694158075601372e-05, "epoch": 325.0, "step": 1300 }, { "loss": 0.0267, "grad_norm": 0.02735952101647854, "learning_rate": 2.8407789232531502e-05, "epoch": 326.32, "step": 1305 }, { "loss": 0.0262, "grad_norm": 0.030147764831781387, "learning_rate": 2.812142038946163e-05, "epoch": 327.64, "step": 1310 }, { "loss": 0.0273, "grad_norm": 0.027513552457094193, "learning_rate": 2.7835051546391755e-05, "epoch": 328.96, "step": 1315 }, { "loss": 0.027, "grad_norm": 0.07386279106140137, "learning_rate": 2.754868270332188e-05, "epoch": 330.0, "step": 1320 }, { "loss": 0.0269, "grad_norm": 0.028644153848290443, "learning_rate": 2.7262313860252005e-05, "epoch": 331.32, "step": 1325 }, { "loss": 0.0257, "grad_norm": 0.028545530512928963, "learning_rate": 2.697594501718213e-05, "epoch": 332.64, "step": 1330 }, { "loss": 0.0268, "grad_norm": 0.03016015887260437, "learning_rate": 2.6689576174112258e-05, "epoch": 333.96, "step": 1335 }, { "loss": 0.0258, "grad_norm": 0.09517938643693924, "learning_rate": 2.6403207331042384e-05, "epoch": 335.0, "step": 1340 }, { "loss": 0.025, "grad_norm": 0.026446448639035225, "learning_rate": 2.611683848797251e-05, "epoch": 336.32, "step": 1345 }, { "loss": 0.0281, "grad_norm": 0.03166788071393967, "learning_rate": 2.5830469644902637e-05, "epoch": 337.64, "step": 1350 }, { "loss": 0.0243, "grad_norm": 0.029707957059144974, "learning_rate": 2.554410080183276e-05, "epoch": 338.96, "step": 1355 }, { "loss": 0.0257, "grad_norm": 0.06783252209424973, "learning_rate": 2.5257731958762887e-05, "epoch": 340.0, "step": 1360 }, { "loss": 0.0253, "grad_norm": 0.02717202715575695, "learning_rate": 2.4971363115693013e-05, "epoch": 341.32, "step": 1365 }, { "loss": 0.0264, "grad_norm": 0.030057191848754883, "learning_rate": 2.468499427262314e-05, "epoch": 342.64, "step": 1370 }, { "loss": 0.0265, "grad_norm": 0.029093194752931595, "learning_rate": 2.4398625429553266e-05, "epoch": 343.96, "step": 1375 }, { "loss": 0.0282, "grad_norm": 0.11048173904418945, "learning_rate": 2.4112256586483393e-05, "epoch": 345.0, "step": 1380 }, { "loss": 0.026, "grad_norm": 0.02970958687365055, "learning_rate": 2.3825887743413516e-05, "epoch": 346.32, "step": 1385 }, { "loss": 0.0268, "grad_norm": 0.027879782021045685, "learning_rate": 2.3539518900343642e-05, "epoch": 347.64, "step": 1390 }, { "loss": 0.0253, "grad_norm": 0.028920546174049377, "learning_rate": 2.3253150057273772e-05, "epoch": 348.96, "step": 1395 }, { "loss": 0.0239, "grad_norm": 0.07438667118549347, "learning_rate": 2.2966781214203895e-05, "epoch": 350.0, "step": 1400 }, { "loss": 0.025, "grad_norm": 0.023553164675831795, "learning_rate": 2.268041237113402e-05, "epoch": 351.32, "step": 1405 }, { "loss": 0.0288, "grad_norm": 0.030491551384329796, "learning_rate": 2.2394043528064148e-05, "epoch": 352.64, "step": 1410 }, { "loss": 0.0278, "grad_norm": 0.03160831332206726, "learning_rate": 2.210767468499427e-05, "epoch": 353.96, "step": 1415 }, { "loss": 0.0258, "grad_norm": 0.0967637374997139, "learning_rate": 2.18213058419244e-05, "epoch": 355.0, "step": 1420 }, { "loss": 0.0268, "grad_norm": 0.027565814554691315, "learning_rate": 2.1534936998854528e-05, "epoch": 356.32, "step": 1425 }, { "loss": 0.0271, "grad_norm": 0.03271377831697464, "learning_rate": 2.124856815578465e-05, "epoch": 357.64, "step": 1430 }, { "loss": 0.0276, "grad_norm": 0.030067792162299156, "learning_rate": 2.0962199312714777e-05, "epoch": 358.96, "step": 1435 }, { "loss": 0.0257, "grad_norm": 0.09045392274856567, "learning_rate": 2.0675830469644904e-05, "epoch": 360.0, "step": 1440 }, { "loss": 0.0272, "grad_norm": 0.031550418585538864, "learning_rate": 2.038946162657503e-05, "epoch": 361.32, "step": 1445 }, { "loss": 0.0267, "grad_norm": 0.027885939925909042, "learning_rate": 2.0103092783505157e-05, "epoch": 362.64, "step": 1450 }, { "loss": 0.027, "grad_norm": 0.027323342859745026, "learning_rate": 1.981672394043528e-05, "epoch": 363.96, "step": 1455 }, { "loss": 0.0263, "grad_norm": 0.09478476643562317, "learning_rate": 1.9530355097365406e-05, "epoch": 365.0, "step": 1460 }, { "loss": 0.0258, "grad_norm": 0.030348261818289757, "learning_rate": 1.9243986254295536e-05, "epoch": 366.32, "step": 1465 }, { "loss": 0.0266, "grad_norm": 0.02427750825881958, "learning_rate": 1.895761741122566e-05, "epoch": 367.64, "step": 1470 }, { "loss": 0.0271, "grad_norm": 0.03051578812301159, "learning_rate": 1.8671248568155786e-05, "epoch": 368.96, "step": 1475 }, { "loss": 0.0269, "grad_norm": 0.0729525089263916, "learning_rate": 1.8384879725085912e-05, "epoch": 370.0, "step": 1480 }, { "loss": 0.0262, "grad_norm": 0.027007943019270897, "learning_rate": 1.809851088201604e-05, "epoch": 371.32, "step": 1485 }, { "loss": 0.0258, "grad_norm": 0.031102994456887245, "learning_rate": 1.7812142038946165e-05, "epoch": 372.64, "step": 1490 }, { "loss": 0.0281, "grad_norm": 0.02674957551062107, "learning_rate": 1.7525773195876288e-05, "epoch": 373.96, "step": 1495 }, { "loss": 0.0265, "grad_norm": 0.10108987241983414, "learning_rate": 1.7239404352806415e-05, "epoch": 375.0, "step": 1500 }, { "loss": 0.0267, "grad_norm": 0.030006594955921173, "learning_rate": 1.695303550973654e-05, "epoch": 376.32, "step": 1505 }, { "loss": 0.0249, "grad_norm": 0.026692437008023262, "learning_rate": 1.6666666666666667e-05, "epoch": 377.64, "step": 1510 }, { "loss": 0.027, "grad_norm": 0.029972251504659653, "learning_rate": 1.6380297823596794e-05, "epoch": 378.96, "step": 1515 }, { "loss": 0.0273, "grad_norm": 0.08253715187311172, "learning_rate": 1.609392898052692e-05, "epoch": 380.0, "step": 1520 }, { "loss": 0.0288, "grad_norm": 0.03102954663336277, "learning_rate": 1.5807560137457044e-05, "epoch": 381.32, "step": 1525 }, { "loss": 0.0264, "grad_norm": 0.0321163646876812, "learning_rate": 1.5521191294387173e-05, "epoch": 382.64, "step": 1530 }, { "loss": 0.0257, "grad_norm": 0.025847239419817924, "learning_rate": 1.5234822451317298e-05, "epoch": 383.96, "step": 1535 }, { "loss": 0.0254, "grad_norm": 0.08861204236745834, "learning_rate": 1.4948453608247423e-05, "epoch": 385.0, "step": 1540 }, { "loss": 0.0257, "grad_norm": 0.025575952604413033, "learning_rate": 1.466208476517755e-05, "epoch": 386.32, "step": 1545 }, { "loss": 0.0258, "grad_norm": 0.02710324339568615, "learning_rate": 1.4375715922107674e-05, "epoch": 387.64, "step": 1550 }, { "loss": 0.0248, "grad_norm": 0.02682025358080864, "learning_rate": 1.40893470790378e-05, "epoch": 388.96, "step": 1555 }, { "loss": 0.0277, "grad_norm": 0.09645238518714905, "learning_rate": 1.3802978235967929e-05, "epoch": 390.0, "step": 1560 }, { "loss": 0.0265, "grad_norm": 0.02621607668697834, "learning_rate": 1.3516609392898052e-05, "epoch": 391.32, "step": 1565 }, { "loss": 0.0266, "grad_norm": 0.03119111992418766, "learning_rate": 1.323024054982818e-05, "epoch": 392.64, "step": 1570 }, { "loss": 0.0262, "grad_norm": 0.02588386833667755, "learning_rate": 1.2943871706758307e-05, "epoch": 393.96, "step": 1575 }, { "loss": 0.0248, "grad_norm": 0.06870128214359283, "learning_rate": 1.2657502863688431e-05, "epoch": 395.0, "step": 1580 }, { "loss": 0.0257, "grad_norm": 0.0296833086758852, "learning_rate": 1.2371134020618558e-05, "epoch": 396.32, "step": 1585 }, { "loss": 0.0269, "grad_norm": 0.02802448347210884, "learning_rate": 1.2084765177548683e-05, "epoch": 397.64, "step": 1590 }, { "loss": 0.0281, "grad_norm": 0.025676334276795387, "learning_rate": 1.1798396334478809e-05, "epoch": 398.96, "step": 1595 }, { "loss": 0.0283, "grad_norm": 0.08759351819753647, "learning_rate": 1.1512027491408934e-05, "epoch": 400.0, "step": 1600 }, { "loss": 0.0257, "grad_norm": 0.028366338461637497, "learning_rate": 1.1225658648339062e-05, "epoch": 401.32, "step": 1605 }, { "loss": 0.0277, "grad_norm": 0.031117523089051247, "learning_rate": 1.0939289805269187e-05, "epoch": 402.64, "step": 1610 }, { "loss": 0.0267, "grad_norm": 0.027346311137080193, "learning_rate": 1.0652920962199313e-05, "epoch": 403.96, "step": 1615 }, { "loss": 0.0279, "grad_norm": 0.10530445724725723, "learning_rate": 1.036655211912944e-05, "epoch": 405.0, "step": 1620 }, { "loss": 0.0272, "grad_norm": 0.028143754228949547, "learning_rate": 1.0080183276059566e-05, "epoch": 406.32, "step": 1625 }, { "loss": 0.0273, "grad_norm": 0.02983834408223629, "learning_rate": 9.793814432989691e-06, "epoch": 407.64, "step": 1630 }, { "loss": 0.0259, "grad_norm": 0.027494994923472404, "learning_rate": 9.507445589919818e-06, "epoch": 408.96, "step": 1635 }, { "loss": 0.0261, "grad_norm": 0.0807042270898819, "learning_rate": 9.221076746849944e-06, "epoch": 410.0, "step": 1640 }, { "loss": 0.0266, "grad_norm": 0.02684895135462284, "learning_rate": 8.934707903780069e-06, "epoch": 411.32, "step": 1645 }, { "loss": 0.026, "grad_norm": 0.0268733948469162, "learning_rate": 8.648339060710195e-06, "epoch": 412.64, "step": 1650 }, { "loss": 0.0261, "grad_norm": 0.026478180661797523, "learning_rate": 8.36197021764032e-06, "epoch": 413.96, "step": 1655 }, { "loss": 0.0277, "grad_norm": 0.10306137800216675, "learning_rate": 8.075601374570448e-06, "epoch": 415.0, "step": 1660 }, { "loss": 0.0268, "grad_norm": 0.024285275489091873, "learning_rate": 7.789232531500573e-06, "epoch": 416.32, "step": 1665 }, { "loss": 0.0276, "grad_norm": 0.0319620743393898, "learning_rate": 7.502863688430699e-06, "epoch": 417.64, "step": 1670 }, { "loss": 0.026, "grad_norm": 0.02934560365974903, "learning_rate": 7.216494845360824e-06, "epoch": 418.96, "step": 1675 }, { "loss": 0.0262, "grad_norm": 0.09149017930030823, "learning_rate": 6.930126002290952e-06, "epoch": 420.0, "step": 1680 }, { "loss": 0.0268, "grad_norm": 0.0292108915746212, "learning_rate": 6.643757159221077e-06, "epoch": 421.32, "step": 1685 }, { "loss": 0.0258, "grad_norm": 0.027584614232182503, "learning_rate": 6.357388316151203e-06, "epoch": 422.64, "step": 1690 }, { "loss": 0.0271, "grad_norm": 0.02833867259323597, "learning_rate": 6.071019473081329e-06, "epoch": 423.96, "step": 1695 }, { "loss": 0.0261, "grad_norm": 0.09109276533126831, "learning_rate": 5.784650630011455e-06, "epoch": 425.0, "step": 1700 }, { "loss": 0.0273, "grad_norm": 0.03188342601060867, "learning_rate": 5.498281786941581e-06, "epoch": 426.32, "step": 1705 }, { "loss": 0.0251, "grad_norm": 0.027697671204805374, "learning_rate": 5.211912943871707e-06, "epoch": 427.64, "step": 1710 }, { "loss": 0.0266, "grad_norm": 0.03733804449439049, "learning_rate": 4.925544100801833e-06, "epoch": 428.96, "step": 1715 }, { "loss": 0.0256, "grad_norm": 0.10048571974039078, "learning_rate": 4.639175257731959e-06, "epoch": 430.0, "step": 1720 }, { "loss": 0.0265, "grad_norm": 0.032043687999248505, "learning_rate": 4.352806414662085e-06, "epoch": 431.32, "step": 1725 }, { "loss": 0.0263, "grad_norm": 0.026169169694185257, "learning_rate": 4.066437571592211e-06, "epoch": 432.64, "step": 1730 }, { "loss": 0.0272, "grad_norm": 0.027751563116908073, "learning_rate": 3.7800687285223365e-06, "epoch": 433.96, "step": 1735 }, { "loss": 0.0266, "grad_norm": 0.08719015121459961, "learning_rate": 3.493699885452463e-06, "epoch": 435.0, "step": 1740 }, { "loss": 0.0258, "grad_norm": 0.030620824545621872, "learning_rate": 3.2073310423825886e-06, "epoch": 436.32, "step": 1745 }, { "loss": 0.0254, "grad_norm": 0.023742441087961197, "learning_rate": 2.920962199312715e-06, "epoch": 437.64, "step": 1750 }, { "loss": 0.0281, "grad_norm": 0.028819983825087547, "learning_rate": 2.6345933562428407e-06, "epoch": 438.96, "step": 1755 }, { "loss": 0.026, "grad_norm": 0.08349882066249847, "learning_rate": 2.3482245131729668e-06, "epoch": 440.0, "step": 1760 }, { "loss": 0.0254, "grad_norm": 0.02995631843805313, "learning_rate": 2.061855670103093e-06, "epoch": 441.32, "step": 1765 }, { "loss": 0.0289, "grad_norm": 0.029664790257811546, "learning_rate": 1.7754868270332189e-06, "epoch": 442.64, "step": 1770 }, { "loss": 0.0247, "grad_norm": 0.028001802042126656, "learning_rate": 1.4891179839633447e-06, "epoch": 443.96, "step": 1775 }, { "loss": 0.0236, "grad_norm": 0.07528320699930191, "learning_rate": 1.202749140893471e-06, "epoch": 445.0, "step": 1780 }, { "loss": 0.0263, "grad_norm": 0.032898712903261185, "learning_rate": 9.163802978235968e-07, "epoch": 446.32, "step": 1785 }, { "loss": 0.0259, "grad_norm": 0.028121285140514374, "learning_rate": 6.300114547537229e-07, "epoch": 447.64, "step": 1790 }, { "loss": 0.0262, "grad_norm": 0.029913656413555145, "learning_rate": 3.436426116838488e-07, "epoch": 448.96, "step": 1795 }, { "loss": 0.0254, "grad_norm": 0.09192364662885666, "learning_rate": 5.72737686139748e-08, "epoch": 450.0, "step": 1800 }, { "train_runtime": 30773.6855, "train_samples_per_second": 1.872, "train_steps_per_second": 0.058, "total_flos": 1.5308141101056e+18, "train_loss": 0.051097510183850926, "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_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/Mu-Math/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_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": "", "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": "" }