{ "dataset_name": "Mu-Math", "group_index": 8, "prompt_group_file": "/hkfs/work/workspace/scratch/tum_fmp0582-dndworkspace/自己训练lora/train_lora/prompt_groups/Mu-Math/group_08.json", "output_dir": "/hkfs/work/workspace/scratch/tum_fmp0582-dndworkspace/自己训练lora/train_lora/outputs/Mu-Math/group_08", "checkpoint_root": "/hkfs/work/workspace/scratch/tum_fmp0582-dndworkspace/自己训练lora/train_lora/outputs/Mu-Math/group_08/checkpoints", "generated_at": "2025-11-06T12:14:12Z", "train_loss": 0.05111724340253406, "metrics": { "train_runtime": 31066.2371, "train_samples_per_second": 1.854, "train_steps_per_second": 0.058, "total_flos": 1.5308141101056e+18, "train_loss": 0.05111724340253406, "epoch": 450.0 }, "trainer_state": [ { "loss": 1.7103, "grad_norm": 10.971827507019043, "learning_rate": 0.0, "epoch": 0.32, "step": 1 }, { "loss": 1.812, "grad_norm": 7.608731269836426, "learning_rate": 7.4074074074074075e-06, "epoch": 1.32, "step": 5 }, { "loss": 1.5765, "grad_norm": 3.6295790672302246, "learning_rate": 1.6666666666666667e-05, "epoch": 2.64, "step": 10 }, { "loss": 1.1773, "grad_norm": 1.7481622695922852, "learning_rate": 2.5925925925925925e-05, "epoch": 3.96, "step": 15 }, { "loss": 0.7967, "grad_norm": 1.055604338645935, "learning_rate": 3.518518518518519e-05, "epoch": 5.0, "step": 20 }, { "loss": 0.7375, "grad_norm": 0.5337707996368408, "learning_rate": 4.4444444444444447e-05, "epoch": 6.32, "step": 25 }, { "loss": 0.6232, "grad_norm": 0.5472307205200195, "learning_rate": 5.370370370370371e-05, "epoch": 7.64, "step": 30 }, { "loss": 0.4836, "grad_norm": 0.6053242683410645, "learning_rate": 6.296296296296296e-05, "epoch": 8.96, "step": 35 }, { "loss": 0.392, "grad_norm": 1.902148723602295, "learning_rate": 7.222222222222222e-05, "epoch": 10.0, "step": 40 }, { "loss": 0.3231, "grad_norm": 0.677710235118866, "learning_rate": 8.148148148148148e-05, "epoch": 11.32, "step": 45 }, { "loss": 0.2065, "grad_norm": 0.6271616220474243, "learning_rate": 9.074074074074075e-05, "epoch": 12.64, "step": 50 }, { "loss": 0.1215, "grad_norm": 0.8588347434997559, "learning_rate": 0.0001, "epoch": 13.96, "step": 55 }, { "loss": 0.1008, "grad_norm": 1.9066591262817383, "learning_rate": 9.971363115693013e-05, "epoch": 15.0, "step": 60 }, { "loss": 0.062, "grad_norm": 0.4030590355396271, "learning_rate": 9.942726231386026e-05, "epoch": 16.32, "step": 65 }, { "loss": 0.0594, "grad_norm": 0.3291873335838318, "learning_rate": 9.914089347079038e-05, "epoch": 17.64, "step": 70 }, { "loss": 0.0565, "grad_norm": 0.5339751243591309, "learning_rate": 9.885452462772051e-05, "epoch": 18.96, "step": 75 }, { "loss": 0.0553, "grad_norm": 1.8608547449111938, "learning_rate": 9.856815578465064e-05, "epoch": 20.0, "step": 80 }, { "loss": 0.0441, "grad_norm": 0.5138867497444153, "learning_rate": 9.828178694158075e-05, "epoch": 21.32, "step": 85 }, { "loss": 0.0417, "grad_norm": 0.3785698711872101, "learning_rate": 9.799541809851088e-05, "epoch": 22.64, "step": 90 }, { "loss": 0.0382, "grad_norm": 0.4887513816356659, "learning_rate": 9.7709049255441e-05, "epoch": 23.96, "step": 95 }, { "loss": 0.0408, "grad_norm": 1.5804091691970825, "learning_rate": 9.742268041237114e-05, "epoch": 25.0, "step": 100 }, { "loss": 0.0363, "grad_norm": 0.18379157781600952, "learning_rate": 9.713631156930127e-05, "epoch": 26.32, "step": 105 }, { "loss": 0.0339, "grad_norm": 0.2972131371498108, "learning_rate": 9.68499427262314e-05, "epoch": 27.64, "step": 110 }, { "loss": 0.0367, "grad_norm": 0.19811765849590302, "learning_rate": 9.656357388316152e-05, "epoch": 28.96, "step": 115 }, { "loss": 0.0368, "grad_norm": 0.31788644194602966, "learning_rate": 9.627720504009165e-05, "epoch": 30.0, "step": 120 }, { "loss": 0.0318, "grad_norm": 0.17189587652683258, "learning_rate": 9.599083619702178e-05, "epoch": 31.32, "step": 125 }, { "loss": 0.0354, "grad_norm": 0.26809269189834595, "learning_rate": 9.57044673539519e-05, "epoch": 32.64, "step": 130 }, { "loss": 0.0343, "grad_norm": 0.33123764395713806, "learning_rate": 9.541809851088203e-05, "epoch": 33.96, "step": 135 }, { "loss": 0.0305, "grad_norm": 0.2548898756504059, "learning_rate": 9.513172966781214e-05, "epoch": 35.0, "step": 140 }, { "loss": 0.0308, "grad_norm": 0.10239860415458679, "learning_rate": 9.484536082474227e-05, "epoch": 36.32, "step": 145 }, { "loss": 0.0354, "grad_norm": 0.09385029226541519, "learning_rate": 9.45589919816724e-05, "epoch": 37.64, "step": 150 }, { "loss": 0.0314, "grad_norm": 0.10772307217121124, "learning_rate": 9.427262313860252e-05, "epoch": 38.96, "step": 155 }, { "loss": 0.0308, "grad_norm": 0.20402951538562775, "learning_rate": 9.398625429553265e-05, "epoch": 40.0, "step": 160 }, { "loss": 0.0309, "grad_norm": 0.0931938961148262, "learning_rate": 9.369988545246277e-05, "epoch": 41.32, "step": 165 }, { "loss": 0.0301, "grad_norm": 0.08650489151477814, "learning_rate": 9.34135166093929e-05, "epoch": 42.64, "step": 170 }, { "loss": 0.0316, "grad_norm": 0.06672581285238266, "learning_rate": 9.312714776632303e-05, "epoch": 43.96, "step": 175 }, { "loss": 0.032, "grad_norm": 0.4503614008426666, "learning_rate": 9.284077892325315e-05, "epoch": 45.0, "step": 180 }, { "loss": 0.0335, "grad_norm": 0.09139715880155563, "learning_rate": 9.255441008018328e-05, "epoch": 46.32, "step": 185 }, { "loss": 0.0311, "grad_norm": 0.09319154173135757, "learning_rate": 9.22680412371134e-05, "epoch": 47.64, "step": 190 }, { "loss": 0.0315, "grad_norm": 0.08451873064041138, "learning_rate": 9.198167239404353e-05, "epoch": 48.96, "step": 195 }, { "loss": 0.0294, "grad_norm": 0.19569934904575348, "learning_rate": 9.169530355097366e-05, "epoch": 50.0, "step": 200 }, { "loss": 0.0297, "grad_norm": 0.07536996155977249, "learning_rate": 9.140893470790379e-05, "epoch": 51.32, "step": 205 }, { "loss": 0.0289, "grad_norm": 0.09621911495923996, "learning_rate": 9.112256586483391e-05, "epoch": 52.64, "step": 210 }, { "loss": 0.029, "grad_norm": 0.11466037482023239, "learning_rate": 9.083619702176404e-05, "epoch": 53.96, "step": 215 }, { "loss": 0.0302, "grad_norm": 0.2655491232872009, "learning_rate": 9.054982817869416e-05, "epoch": 55.0, "step": 220 }, { "loss": 0.0321, "grad_norm": 0.08569010347127914, "learning_rate": 9.026345933562429e-05, "epoch": 56.32, "step": 225 }, { "loss": 0.0287, "grad_norm": 0.05762319639325142, "learning_rate": 8.997709049255442e-05, "epoch": 57.64, "step": 230 }, { "loss": 0.032, "grad_norm": 0.07560966163873672, "learning_rate": 8.969072164948454e-05, "epoch": 58.96, "step": 235 }, { "loss": 0.029, "grad_norm": 0.24414686858654022, "learning_rate": 8.940435280641467e-05, "epoch": 60.0, "step": 240 }, { "loss": 0.0291, "grad_norm": 0.0675814226269722, "learning_rate": 8.91179839633448e-05, "epoch": 61.32, "step": 245 }, { "loss": 0.0318, "grad_norm": 0.06097860634326935, "learning_rate": 8.883161512027491e-05, "epoch": 62.64, "step": 250 }, { "loss": 0.0314, "grad_norm": 0.07714221626520157, "learning_rate": 8.854524627720504e-05, "epoch": 63.96, "step": 255 }, { "loss": 0.0328, "grad_norm": 0.17749111354351044, "learning_rate": 8.825887743413516e-05, "epoch": 65.0, "step": 260 }, { "loss": 0.0303, "grad_norm": 0.05639422684907913, "learning_rate": 8.797250859106529e-05, "epoch": 66.32, "step": 265 }, { "loss": 0.0308, "grad_norm": 0.06102057546377182, "learning_rate": 8.768613974799542e-05, "epoch": 67.64, "step": 270 }, { "loss": 0.0287, "grad_norm": 0.06316590309143066, "learning_rate": 8.739977090492554e-05, "epoch": 68.96, "step": 275 }, { "loss": 0.0312, "grad_norm": 0.2337547242641449, "learning_rate": 8.711340206185567e-05, "epoch": 70.0, "step": 280 }, { "loss": 0.0338, "grad_norm": 0.06944034993648529, "learning_rate": 8.682703321878581e-05, "epoch": 71.32, "step": 285 }, { "loss": 0.0294, "grad_norm": 0.06393039971590042, "learning_rate": 8.654066437571594e-05, "epoch": 72.64, "step": 290 }, { "loss": 0.0305, "grad_norm": 0.06723684817552567, "learning_rate": 8.625429553264606e-05, "epoch": 73.96, "step": 295 }, { "loss": 0.0333, "grad_norm": 0.5407139658927917, "learning_rate": 8.596792668957619e-05, "epoch": 75.0, "step": 300 }, { "loss": 0.0303, "grad_norm": 0.07114242762327194, "learning_rate": 8.56815578465063e-05, "epoch": 76.32, "step": 305 }, { "loss": 0.0311, "grad_norm": 0.0561901219189167, "learning_rate": 8.539518900343643e-05, "epoch": 77.64, "step": 310 }, { "loss": 0.0296, "grad_norm": 0.062224116176366806, "learning_rate": 8.510882016036655e-05, "epoch": 78.96, "step": 315 }, { "loss": 0.0283, "grad_norm": 0.19431725144386292, "learning_rate": 8.482245131729668e-05, "epoch": 80.0, "step": 320 }, { "loss": 0.0289, "grad_norm": 0.05581860616803169, "learning_rate": 8.453608247422681e-05, "epoch": 81.32, "step": 325 }, { "loss": 0.0294, "grad_norm": 0.05698113515973091, "learning_rate": 8.424971363115693e-05, "epoch": 82.64, "step": 330 }, { "loss": 0.0287, "grad_norm": 0.06663931161165237, "learning_rate": 8.396334478808706e-05, "epoch": 83.96, "step": 335 }, { "loss": 0.0292, "grad_norm": 0.14535212516784668, "learning_rate": 8.367697594501719e-05, "epoch": 85.0, "step": 340 }, { "loss": 0.0292, "grad_norm": 0.0592038594186306, "learning_rate": 8.339060710194731e-05, "epoch": 86.32, "step": 345 }, { "loss": 0.0279, "grad_norm": 0.05732116848230362, "learning_rate": 8.310423825887744e-05, "epoch": 87.64, "step": 350 }, { "loss": 0.0271, "grad_norm": 0.05169418454170227, "learning_rate": 8.281786941580757e-05, "epoch": 88.96, "step": 355 }, { "loss": 0.0298, "grad_norm": 0.15319345891475677, "learning_rate": 8.253150057273768e-05, "epoch": 90.0, "step": 360 }, { "loss": 0.0289, "grad_norm": 0.04955631494522095, "learning_rate": 8.224513172966782e-05, "epoch": 91.32, "step": 365 }, { "loss": 0.0284, "grad_norm": 0.05369460582733154, "learning_rate": 8.195876288659795e-05, "epoch": 92.64, "step": 370 }, { "loss": 0.0312, "grad_norm": 0.04696592688560486, "learning_rate": 8.167239404352807e-05, "epoch": 93.96, "step": 375 }, { "loss": 0.0284, "grad_norm": 0.22989404201507568, "learning_rate": 8.13860252004582e-05, "epoch": 95.0, "step": 380 }, { "loss": 0.0294, "grad_norm": 0.06956203281879425, "learning_rate": 8.109965635738833e-05, "epoch": 96.32, "step": 385 }, { "loss": 0.0298, "grad_norm": 0.06136699393391609, "learning_rate": 8.081328751431845e-05, "epoch": 97.64, "step": 390 }, { "loss": 0.0299, "grad_norm": 0.07512538880109787, "learning_rate": 8.052691867124858e-05, "epoch": 98.96, "step": 395 }, { "loss": 0.0326, "grad_norm": 0.14823263883590698, "learning_rate": 8.02405498281787e-05, "epoch": 100.0, "step": 400 }, { "loss": 0.0274, "grad_norm": 0.04636545851826668, "learning_rate": 7.995418098510883e-05, "epoch": 101.32, "step": 405 }, { "loss": 0.0312, "grad_norm": 0.05612077936530113, "learning_rate": 7.966781214203894e-05, "epoch": 102.64, "step": 410 }, { "loss": 0.0303, "grad_norm": 0.05175096169114113, "learning_rate": 7.938144329896907e-05, "epoch": 103.96, "step": 415 }, { "loss": 0.0302, "grad_norm": 0.11827480792999268, "learning_rate": 7.90950744558992e-05, "epoch": 105.0, "step": 420 }, { "loss": 0.0313, "grad_norm": 0.060044508427381516, "learning_rate": 7.880870561282932e-05, "epoch": 106.32, "step": 425 }, { "loss": 0.0289, "grad_norm": 0.05328201875090599, "learning_rate": 7.852233676975945e-05, "epoch": 107.64, "step": 430 }, { "loss": 0.0278, "grad_norm": 0.04851197451353073, "learning_rate": 7.823596792668958e-05, "epoch": 108.96, "step": 435 }, { "loss": 0.0317, "grad_norm": 0.15086516737937927, "learning_rate": 7.79495990836197e-05, "epoch": 110.0, "step": 440 }, { "loss": 0.029, "grad_norm": 0.04445923492312431, "learning_rate": 7.766323024054983e-05, "epoch": 111.32, "step": 445 }, { "loss": 0.0281, "grad_norm": 0.04524935409426689, "learning_rate": 7.737686139747996e-05, "epoch": 112.64, "step": 450 }, { "loss": 0.0313, "grad_norm": 0.040445566177368164, "learning_rate": 7.709049255441008e-05, "epoch": 113.96, "step": 455 }, { "loss": 0.0323, "grad_norm": 0.16441167891025543, "learning_rate": 7.680412371134021e-05, "epoch": 115.0, "step": 460 }, { "loss": 0.0295, "grad_norm": 0.05361083149909973, "learning_rate": 7.651775486827034e-05, "epoch": 116.32, "step": 465 }, { "loss": 0.0295, "grad_norm": 0.04851109907031059, "learning_rate": 7.623138602520046e-05, "epoch": 117.64, "step": 470 }, { "loss": 0.0333, "grad_norm": 0.049709636718034744, "learning_rate": 7.594501718213059e-05, "epoch": 118.96, "step": 475 }, { "loss": 0.0282, "grad_norm": 0.09558294713497162, "learning_rate": 7.565864833906071e-05, "epoch": 120.0, "step": 480 }, { "loss": 0.0326, "grad_norm": 0.04079224169254303, "learning_rate": 7.537227949599084e-05, "epoch": 121.32, "step": 485 }, { "loss": 0.0304, "grad_norm": 0.19330759346485138, "learning_rate": 7.508591065292097e-05, "epoch": 122.64, "step": 490 }, { "loss": 0.0293, "grad_norm": 0.05945584550499916, "learning_rate": 7.47995418098511e-05, "epoch": 123.96, "step": 495 }, { "loss": 0.0274, "grad_norm": 0.10973655432462692, "learning_rate": 7.451317296678122e-05, "epoch": 125.0, "step": 500 }, { "loss": 0.0273, "grad_norm": 0.043160174041986465, "learning_rate": 7.422680412371135e-05, "epoch": 126.32, "step": 505 }, { "loss": 0.0286, "grad_norm": 0.042708270251750946, "learning_rate": 7.394043528064147e-05, "epoch": 127.64, "step": 510 }, { "loss": 0.0291, "grad_norm": 0.05380507931113243, "learning_rate": 7.36540664375716e-05, "epoch": 128.96, "step": 515 }, { "loss": 0.0307, "grad_norm": 0.20016537606716156, "learning_rate": 7.336769759450171e-05, "epoch": 130.0, "step": 520 }, { "loss": 0.0312, "grad_norm": 0.04985957592725754, "learning_rate": 7.308132875143184e-05, "epoch": 131.32, "step": 525 }, { "loss": 0.0265, "grad_norm": 0.03693270683288574, "learning_rate": 7.279495990836197e-05, "epoch": 132.64, "step": 530 }, { "loss": 0.031, "grad_norm": 0.05941163748502731, "learning_rate": 7.250859106529209e-05, "epoch": 133.96, "step": 535 }, { "loss": 0.0282, "grad_norm": 0.10825054347515106, "learning_rate": 7.222222222222222e-05, "epoch": 135.0, "step": 540 }, { "loss": 0.0294, "grad_norm": 0.04650295153260231, "learning_rate": 7.193585337915235e-05, "epoch": 136.32, "step": 545 }, { "loss": 0.028, "grad_norm": 0.0368049181997776, "learning_rate": 7.164948453608247e-05, "epoch": 137.64, "step": 550 }, { "loss": 0.028, "grad_norm": 0.05149223282933235, "learning_rate": 7.136311569301261e-05, "epoch": 138.96, "step": 555 }, { "loss": 0.0298, "grad_norm": 0.17317140102386475, "learning_rate": 7.107674684994274e-05, "epoch": 140.0, "step": 560 }, { "loss": 0.0268, "grad_norm": 0.03363315761089325, "learning_rate": 7.079037800687286e-05, "epoch": 141.32, "step": 565 }, { "loss": 0.0286, "grad_norm": 0.03733021020889282, "learning_rate": 7.050400916380299e-05, "epoch": 142.64, "step": 570 }, { "loss": 0.028, "grad_norm": 0.05522526055574417, "learning_rate": 7.02176403207331e-05, "epoch": 143.96, "step": 575 }, { "loss": 0.0243, "grad_norm": 0.06115129590034485, "learning_rate": 6.993127147766323e-05, "epoch": 145.0, "step": 580 }, { "loss": 0.0293, "grad_norm": 0.04456076771020889, "learning_rate": 6.964490263459336e-05, "epoch": 146.32, "step": 585 }, { "loss": 0.0292, "grad_norm": 0.0425918772816658, "learning_rate": 6.935853379152348e-05, "epoch": 147.64, "step": 590 }, { "loss": 0.0265, "grad_norm": 0.042070187628269196, "learning_rate": 6.907216494845361e-05, "epoch": 148.96, "step": 595 }, { "loss": 0.0278, "grad_norm": 0.12411980330944061, "learning_rate": 6.878579610538374e-05, "epoch": 150.0, "step": 600 }, { "loss": 0.0308, "grad_norm": 0.04631657898426056, "learning_rate": 6.849942726231386e-05, "epoch": 151.32, "step": 605 }, { "loss": 0.0249, "grad_norm": 0.043020498007535934, "learning_rate": 6.821305841924399e-05, "epoch": 152.64, "step": 610 }, { "loss": 0.0304, "grad_norm": 0.03781317546963692, "learning_rate": 6.792668957617412e-05, "epoch": 153.96, "step": 615 }, { "loss": 0.0323, "grad_norm": 0.15018810331821442, "learning_rate": 6.764032073310424e-05, "epoch": 155.0, "step": 620 }, { "loss": 0.0291, "grad_norm": 0.036375079303979874, "learning_rate": 6.735395189003437e-05, "epoch": 156.32, "step": 625 }, { "loss": 0.0268, "grad_norm": 0.0440397709608078, "learning_rate": 6.706758304696448e-05, "epoch": 157.64, "step": 630 }, { "loss": 0.0293, "grad_norm": 0.03625588119029999, "learning_rate": 6.678121420389462e-05, "epoch": 158.96, "step": 635 }, { "loss": 0.0281, "grad_norm": 0.0680026262998581, "learning_rate": 6.649484536082475e-05, "epoch": 160.0, "step": 640 }, { "loss": 0.0285, "grad_norm": 0.04528193548321724, "learning_rate": 6.620847651775487e-05, "epoch": 161.32, "step": 645 }, { "loss": 0.0282, "grad_norm": 0.03663249686360359, "learning_rate": 6.5922107674685e-05, "epoch": 162.64, "step": 650 }, { "loss": 0.0288, "grad_norm": 0.03917672857642174, "learning_rate": 6.563573883161513e-05, "epoch": 163.96, "step": 655 }, { "loss": 0.026, "grad_norm": 0.08435971289873123, "learning_rate": 6.534936998854525e-05, "epoch": 165.0, "step": 660 }, { "loss": 0.0268, "grad_norm": 0.037146322429180145, "learning_rate": 6.506300114547538e-05, "epoch": 166.32, "step": 665 }, { "loss": 0.0278, "grad_norm": 0.02997010014951229, "learning_rate": 6.477663230240551e-05, "epoch": 167.64, "step": 670 }, { "loss": 0.0277, "grad_norm": 0.03600963205099106, "learning_rate": 6.449026345933563e-05, "epoch": 168.96, "step": 675 }, { "loss": 0.0266, "grad_norm": 0.09944425523281097, "learning_rate": 6.420389461626576e-05, "epoch": 170.0, "step": 680 }, { "loss": 0.0302, "grad_norm": 0.03772459551692009, "learning_rate": 6.391752577319587e-05, "epoch": 171.32, "step": 685 }, { "loss": 0.0283, "grad_norm": 0.04645872488617897, "learning_rate": 6.3631156930126e-05, "epoch": 172.64, "step": 690 }, { "loss": 0.0279, "grad_norm": 0.041160423308610916, "learning_rate": 6.334478808705613e-05, "epoch": 173.96, "step": 695 }, { "loss": 0.0266, "grad_norm": 0.07092774659395218, "learning_rate": 6.305841924398625e-05, "epoch": 175.0, "step": 700 }, { "loss": 0.0282, "grad_norm": 0.036954838782548904, "learning_rate": 6.277205040091638e-05, "epoch": 176.32, "step": 705 }, { "loss": 0.0281, "grad_norm": 0.04301101341843605, "learning_rate": 6.24856815578465e-05, "epoch": 177.64, "step": 710 }, { "loss": 0.0281, "grad_norm": 0.03504384681582451, "learning_rate": 6.219931271477663e-05, "epoch": 178.96, "step": 715 }, { "loss": 0.0297, "grad_norm": 0.1486433744430542, "learning_rate": 6.191294387170676e-05, "epoch": 180.0, "step": 720 }, { "loss": 0.0277, "grad_norm": 0.03610091283917427, "learning_rate": 6.162657502863689e-05, "epoch": 181.32, "step": 725 }, { "loss": 0.0272, "grad_norm": 0.043160393834114075, "learning_rate": 6.134020618556701e-05, "epoch": 182.64, "step": 730 }, { "loss": 0.027, "grad_norm": 0.03632301837205887, "learning_rate": 6.105383734249714e-05, "epoch": 183.96, "step": 735 }, { "loss": 0.029, "grad_norm": 0.15386685729026794, "learning_rate": 6.076746849942726e-05, "epoch": 185.0, "step": 740 }, { "loss": 0.0275, "grad_norm": 0.037060946226119995, "learning_rate": 6.0481099656357384e-05, "epoch": 186.32, "step": 745 }, { "loss": 0.028, "grad_norm": 0.03491869941353798, "learning_rate": 6.019473081328752e-05, "epoch": 187.64, "step": 750 }, { "loss": 0.0262, "grad_norm": 0.04271796718239784, "learning_rate": 5.9908361970217644e-05, "epoch": 188.96, "step": 755 }, { "loss": 0.0269, "grad_norm": 0.07292060554027557, "learning_rate": 5.962199312714777e-05, "epoch": 190.0, "step": 760 }, { "loss": 0.0266, "grad_norm": 0.033223461359739304, "learning_rate": 5.93356242840779e-05, "epoch": 191.32, "step": 765 }, { "loss": 0.0288, "grad_norm": 0.03916759788990021, "learning_rate": 5.904925544100802e-05, "epoch": 192.64, "step": 770 }, { "loss": 0.0262, "grad_norm": 0.03007557801902294, "learning_rate": 5.876288659793815e-05, "epoch": 193.96, "step": 775 }, { "loss": 0.0272, "grad_norm": 0.10417007654905319, "learning_rate": 5.8476517754868276e-05, "epoch": 195.0, "step": 780 }, { "loss": 0.028, "grad_norm": 0.030629150569438934, "learning_rate": 5.81901489117984e-05, "epoch": 196.32, "step": 785 }, { "loss": 0.0282, "grad_norm": 0.03681710734963417, "learning_rate": 5.790378006872853e-05, "epoch": 197.64, "step": 790 }, { "loss": 0.0257, "grad_norm": 0.038406893610954285, "learning_rate": 5.761741122565865e-05, "epoch": 198.96, "step": 795 }, { "loss": 0.0278, "grad_norm": 0.11470819264650345, "learning_rate": 5.7331042382588775e-05, "epoch": 200.0, "step": 800 }, { "loss": 0.0276, "grad_norm": 0.031038427725434303, "learning_rate": 5.70446735395189e-05, "epoch": 201.32, "step": 805 }, { "loss": 0.0297, "grad_norm": 0.03790319338440895, "learning_rate": 5.675830469644903e-05, "epoch": 202.64, "step": 810 }, { "loss": 0.0276, "grad_norm": 0.0384206622838974, "learning_rate": 5.6471935853379155e-05, "epoch": 203.96, "step": 815 }, { "loss": 0.0275, "grad_norm": 0.12742912769317627, "learning_rate": 5.618556701030928e-05, "epoch": 205.0, "step": 820 }, { "loss": 0.0262, "grad_norm": 0.034447114914655685, "learning_rate": 5.589919816723941e-05, "epoch": 206.32, "step": 825 }, { "loss": 0.0273, "grad_norm": 0.031812380999326706, "learning_rate": 5.5612829324169534e-05, "epoch": 207.64, "step": 830 }, { "loss": 0.0276, "grad_norm": 0.0365203320980072, "learning_rate": 5.532646048109966e-05, "epoch": 208.96, "step": 835 }, { "loss": 0.0262, "grad_norm": 0.09708297997713089, "learning_rate": 5.504009163802979e-05, "epoch": 210.0, "step": 840 }, { "loss": 0.0303, "grad_norm": 0.03964723274111748, "learning_rate": 5.4753722794959914e-05, "epoch": 211.32, "step": 845 }, { "loss": 0.0267, "grad_norm": 0.0390322171151638, "learning_rate": 5.4467353951890033e-05, "epoch": 212.64, "step": 850 }, { "loss": 0.029, "grad_norm": 0.037319377064704895, "learning_rate": 5.418098510882016e-05, "epoch": 213.96, "step": 855 }, { "loss": 0.0295, "grad_norm": 0.12577566504478455, "learning_rate": 5.3894616265750286e-05, "epoch": 215.0, "step": 860 }, { "loss": 0.0297, "grad_norm": 0.035267796367406845, "learning_rate": 5.360824742268041e-05, "epoch": 216.32, "step": 865 }, { "loss": 0.0288, "grad_norm": 0.03147182986140251, "learning_rate": 5.332187857961054e-05, "epoch": 217.64, "step": 870 }, { "loss": 0.03, "grad_norm": 0.03267500922083855, "learning_rate": 5.3035509736540666e-05, "epoch": 218.96, "step": 875 }, { "loss": 0.0312, "grad_norm": 0.13908374309539795, "learning_rate": 5.274914089347079e-05, "epoch": 220.0, "step": 880 }, { "loss": 0.0307, "grad_norm": 0.03558727353811264, "learning_rate": 5.246277205040092e-05, "epoch": 221.32, "step": 885 }, { "loss": 0.029, "grad_norm": 0.03228715434670448, "learning_rate": 5.2176403207331045e-05, "epoch": 222.64, "step": 890 }, { "loss": 0.0289, "grad_norm": 0.032009344547986984, "learning_rate": 5.189003436426118e-05, "epoch": 223.96, "step": 895 }, { "loss": 0.0276, "grad_norm": 0.08692099899053574, "learning_rate": 5.1603665521191305e-05, "epoch": 225.0, "step": 900 }, { "loss": 0.0292, "grad_norm": 0.03366074711084366, "learning_rate": 5.131729667812142e-05, "epoch": 226.32, "step": 905 }, { "loss": 0.0265, "grad_norm": 0.03359276056289673, "learning_rate": 5.1030927835051544e-05, "epoch": 227.64, "step": 910 }, { "loss": 0.0268, "grad_norm": 0.04462236166000366, "learning_rate": 5.074455899198167e-05, "epoch": 228.96, "step": 915 }, { "loss": 0.0285, "grad_norm": 0.10206346213817596, "learning_rate": 5.04581901489118e-05, "epoch": 230.0, "step": 920 }, { "loss": 0.0298, "grad_norm": 0.02846653014421463, "learning_rate": 5.0171821305841924e-05, "epoch": 231.32, "step": 925 }, { "loss": 0.0269, "grad_norm": 0.03083875961601734, "learning_rate": 4.988545246277205e-05, "epoch": 232.64, "step": 930 }, { "loss": 0.0287, "grad_norm": 0.03706628084182739, "learning_rate": 4.9599083619702184e-05, "epoch": 233.96, "step": 935 }, { "loss": 0.027, "grad_norm": 0.11487159878015518, "learning_rate": 4.931271477663231e-05, "epoch": 235.0, "step": 940 }, { "loss": 0.0265, "grad_norm": 0.02731216512620449, "learning_rate": 4.902634593356243e-05, "epoch": 236.32, "step": 945 }, { "loss": 0.0288, "grad_norm": 0.03749430179595947, "learning_rate": 4.8739977090492556e-05, "epoch": 237.64, "step": 950 }, { "loss": 0.0273, "grad_norm": 0.03643415868282318, "learning_rate": 4.845360824742268e-05, "epoch": 238.96, "step": 955 }, { "loss": 0.0288, "grad_norm": 0.12200374156236649, "learning_rate": 4.816723940435281e-05, "epoch": 240.0, "step": 960 }, { "loss": 0.0283, "grad_norm": 0.03258354961872101, "learning_rate": 4.7880870561282936e-05, "epoch": 241.32, "step": 965 }, { "loss": 0.0312, "grad_norm": 0.02829580567777157, "learning_rate": 4.7594501718213055e-05, "epoch": 242.64, "step": 970 }, { "loss": 0.0273, "grad_norm": 0.033753953874111176, "learning_rate": 4.730813287514318e-05, "epoch": 243.96, "step": 975 }, { "loss": 0.0315, "grad_norm": 0.14507220685482025, "learning_rate": 4.7021764032073315e-05, "epoch": 245.0, "step": 980 }, { "loss": 0.0291, "grad_norm": 0.029644528403878212, "learning_rate": 4.673539518900344e-05, "epoch": 246.32, "step": 985 }, { "loss": 0.0283, "grad_norm": 0.036861028522253036, "learning_rate": 4.644902634593357e-05, "epoch": 247.64, "step": 990 }, { "loss": 0.0268, "grad_norm": 0.03625810518860817, "learning_rate": 4.6162657502863694e-05, "epoch": 248.96, "step": 995 }, { "loss": 0.0268, "grad_norm": 0.08369817584753036, "learning_rate": 4.5876288659793814e-05, "epoch": 250.0, "step": 1000 }, { "loss": 0.0291, "grad_norm": 0.03156735748052597, "learning_rate": 4.558991981672394e-05, "epoch": 251.32, "step": 1005 }, { "loss": 0.0268, "grad_norm": 0.03334856405854225, "learning_rate": 4.530355097365407e-05, "epoch": 252.64, "step": 1010 }, { "loss": 0.029, "grad_norm": 0.02338811382651329, "learning_rate": 4.5017182130584194e-05, "epoch": 253.96, "step": 1015 }, { "loss": 0.0276, "grad_norm": 0.08884216845035553, "learning_rate": 4.473081328751432e-05, "epoch": 255.0, "step": 1020 }, { "loss": 0.0275, "grad_norm": 0.031703680753707886, "learning_rate": 4.4444444444444447e-05, "epoch": 256.32, "step": 1025 }, { "loss": 0.0291, "grad_norm": 0.031232574954628944, "learning_rate": 4.415807560137457e-05, "epoch": 257.64, "step": 1030 }, { "loss": 0.0282, "grad_norm": 0.03686923906207085, "learning_rate": 4.38717067583047e-05, "epoch": 258.96, "step": 1035 }, { "loss": 0.0268, "grad_norm": 0.11020014435052872, "learning_rate": 4.3585337915234826e-05, "epoch": 260.0, "step": 1040 }, { "loss": 0.0272, "grad_norm": 0.03255105018615723, "learning_rate": 4.329896907216495e-05, "epoch": 261.32, "step": 1045 }, { "loss": 0.029, "grad_norm": 0.04438130930066109, "learning_rate": 4.301260022909508e-05, "epoch": 262.64, "step": 1050 }, { "loss": 0.0272, "grad_norm": 0.03593840077519417, "learning_rate": 4.27262313860252e-05, "epoch": 263.96, "step": 1055 }, { "loss": 0.0289, "grad_norm": 0.1368730515241623, "learning_rate": 4.2439862542955325e-05, "epoch": 265.0, "step": 1060 }, { "loss": 0.0282, "grad_norm": 0.0309483353048563, "learning_rate": 4.215349369988545e-05, "epoch": 266.32, "step": 1065 }, { "loss": 0.0285, "grad_norm": 0.03207563981413841, "learning_rate": 4.1867124856815585e-05, "epoch": 267.64, "step": 1070 }, { "loss": 0.0294, "grad_norm": 0.027100613340735435, "learning_rate": 4.158075601374571e-05, "epoch": 268.96, "step": 1075 }, { "loss": 0.0288, "grad_norm": 0.09749076515436172, "learning_rate": 4.129438717067583e-05, "epoch": 270.0, "step": 1080 }, { "loss": 0.0271, "grad_norm": 0.032635703682899475, "learning_rate": 4.100801832760596e-05, "epoch": 271.32, "step": 1085 }, { "loss": 0.0276, "grad_norm": 0.02699866332113743, "learning_rate": 4.0721649484536084e-05, "epoch": 272.64, "step": 1090 }, { "loss": 0.0309, "grad_norm": 0.027982458472251892, "learning_rate": 4.043528064146621e-05, "epoch": 273.96, "step": 1095 }, { "loss": 0.0302, "grad_norm": 0.14216746389865875, "learning_rate": 4.014891179839634e-05, "epoch": 275.0, "step": 1100 }, { "loss": 0.0272, "grad_norm": 0.03862956911325455, "learning_rate": 3.9862542955326463e-05, "epoch": 276.32, "step": 1105 }, { "loss": 0.0274, "grad_norm": 0.027527686208486557, "learning_rate": 3.957617411225659e-05, "epoch": 277.64, "step": 1110 }, { "loss": 0.0267, "grad_norm": 0.027240833267569542, "learning_rate": 3.9289805269186716e-05, "epoch": 278.96, "step": 1115 }, { "loss": 0.0254, "grad_norm": 0.09095196425914764, "learning_rate": 3.900343642611684e-05, "epoch": 280.0, "step": 1120 }, { "loss": 0.0303, "grad_norm": 0.03554080054163933, "learning_rate": 3.871706758304697e-05, "epoch": 281.32, "step": 1125 }, { "loss": 0.027, "grad_norm": 0.02956574596464634, "learning_rate": 3.8430698739977096e-05, "epoch": 282.64, "step": 1130 }, { "loss": 0.0288, "grad_norm": 0.03861262649297714, "learning_rate": 3.8144329896907216e-05, "epoch": 283.96, "step": 1135 }, { "loss": 0.0296, "grad_norm": 0.11144109070301056, "learning_rate": 3.785796105383734e-05, "epoch": 285.0, "step": 1140 }, { "loss": 0.0285, "grad_norm": 0.035266246646642685, "learning_rate": 3.757159221076747e-05, "epoch": 286.32, "step": 1145 }, { "loss": 0.0275, "grad_norm": 0.035421330481767654, "learning_rate": 3.7285223367697595e-05, "epoch": 287.64, "step": 1150 }, { "loss": 0.0283, "grad_norm": 0.031386177986860275, "learning_rate": 3.699885452462772e-05, "epoch": 288.96, "step": 1155 }, { "loss": 0.0267, "grad_norm": 0.11581357568502426, "learning_rate": 3.671248568155785e-05, "epoch": 290.0, "step": 1160 }, { "loss": 0.0291, "grad_norm": 0.027368243783712387, "learning_rate": 3.6426116838487974e-05, "epoch": 291.32, "step": 1165 }, { "loss": 0.0274, "grad_norm": 0.02516200765967369, "learning_rate": 3.61397479954181e-05, "epoch": 292.64, "step": 1170 }, { "loss": 0.027, "grad_norm": 0.028457488864660263, "learning_rate": 3.585337915234823e-05, "epoch": 293.96, "step": 1175 }, { "loss": 0.0285, "grad_norm": 0.10587362200021744, "learning_rate": 3.5567010309278354e-05, "epoch": 295.0, "step": 1180 }, { "loss": 0.0283, "grad_norm": 0.03487741947174072, "learning_rate": 3.528064146620848e-05, "epoch": 296.32, "step": 1185 }, { "loss": 0.0255, "grad_norm": 0.02648378536105156, "learning_rate": 3.49942726231386e-05, "epoch": 297.64, "step": 1190 }, { "loss": 0.0277, "grad_norm": 0.0319482795894146, "learning_rate": 3.4707903780068726e-05, "epoch": 298.96, "step": 1195 }, { "loss": 0.0247, "grad_norm": 0.07770374417304993, "learning_rate": 3.442153493699885e-05, "epoch": 300.0, "step": 1200 }, { "loss": 0.0256, "grad_norm": 0.023632463067770004, "learning_rate": 3.4135166093928986e-05, "epoch": 301.32, "step": 1205 }, { "loss": 0.0281, "grad_norm": 0.03386177122592926, "learning_rate": 3.384879725085911e-05, "epoch": 302.64, "step": 1210 }, { "loss": 0.0273, "grad_norm": 0.03172061964869499, "learning_rate": 3.356242840778923e-05, "epoch": 303.96, "step": 1215 }, { "loss": 0.0256, "grad_norm": 0.10209913551807404, "learning_rate": 3.327605956471936e-05, "epoch": 305.0, "step": 1220 }, { "loss": 0.0287, "grad_norm": 0.026013370603322983, "learning_rate": 3.2989690721649485e-05, "epoch": 306.32, "step": 1225 }, { "loss": 0.0293, "grad_norm": 0.034261543303728104, "learning_rate": 3.270332187857961e-05, "epoch": 307.64, "step": 1230 }, { "loss": 0.0256, "grad_norm": 0.031675223261117935, "learning_rate": 3.241695303550974e-05, "epoch": 308.96, "step": 1235 }, { "loss": 0.0275, "grad_norm": 0.1008448451757431, "learning_rate": 3.2130584192439865e-05, "epoch": 310.0, "step": 1240 }, { "loss": 0.0268, "grad_norm": 0.02881983481347561, "learning_rate": 3.184421534936999e-05, "epoch": 311.32, "step": 1245 }, { "loss": 0.0271, "grad_norm": 0.034062519669532776, "learning_rate": 3.155784650630012e-05, "epoch": 312.64, "step": 1250 }, { "loss": 0.0293, "grad_norm": 0.03203631937503815, "learning_rate": 3.1271477663230244e-05, "epoch": 313.96, "step": 1255 }, { "loss": 0.0259, "grad_norm": 0.11717122048139572, "learning_rate": 3.098510882016037e-05, "epoch": 315.0, "step": 1260 }, { "loss": 0.0291, "grad_norm": 0.03129202499985695, "learning_rate": 3.06987399770905e-05, "epoch": 316.32, "step": 1265 }, { "loss": 0.0293, "grad_norm": 0.035030707716941833, "learning_rate": 3.0412371134020617e-05, "epoch": 317.64, "step": 1270 }, { "loss": 0.0264, "grad_norm": 0.0285437423735857, "learning_rate": 3.0126002290950743e-05, "epoch": 318.96, "step": 1275 }, { "loss": 0.0272, "grad_norm": 0.11145292967557907, "learning_rate": 2.983963344788087e-05, "epoch": 320.0, "step": 1280 }, { "loss": 0.0271, "grad_norm": 0.034765586256980896, "learning_rate": 2.9553264604811e-05, "epoch": 321.32, "step": 1285 }, { "loss": 0.0249, "grad_norm": 0.03172383829951286, "learning_rate": 2.9266895761741126e-05, "epoch": 322.64, "step": 1290 }, { "loss": 0.029, "grad_norm": 0.031132282689213753, "learning_rate": 2.8980526918671253e-05, "epoch": 323.96, "step": 1295 }, { "loss": 0.0253, "grad_norm": 0.0631617084145546, "learning_rate": 2.8694158075601372e-05, "epoch": 325.0, "step": 1300 }, { "loss": 0.0284, "grad_norm": 0.02772839553654194, "learning_rate": 2.8407789232531502e-05, "epoch": 326.32, "step": 1305 }, { "loss": 0.0268, "grad_norm": 0.03143136948347092, "learning_rate": 2.812142038946163e-05, "epoch": 327.64, "step": 1310 }, { "loss": 0.0256, "grad_norm": 0.02930290997028351, "learning_rate": 2.7835051546391755e-05, "epoch": 328.96, "step": 1315 }, { "loss": 0.0272, "grad_norm": 0.08586396276950836, "learning_rate": 2.754868270332188e-05, "epoch": 330.0, "step": 1320 }, { "loss": 0.0255, "grad_norm": 0.0318446084856987, "learning_rate": 2.7262313860252005e-05, "epoch": 331.32, "step": 1325 }, { "loss": 0.0265, "grad_norm": 0.02940904162824154, "learning_rate": 2.697594501718213e-05, "epoch": 332.64, "step": 1330 }, { "loss": 0.0267, "grad_norm": 0.03394724801182747, "learning_rate": 2.6689576174112258e-05, "epoch": 333.96, "step": 1335 }, { "loss": 0.0281, "grad_norm": 0.09234298765659332, "learning_rate": 2.6403207331042384e-05, "epoch": 335.0, "step": 1340 }, { "loss": 0.0263, "grad_norm": 0.026997050270438194, "learning_rate": 2.611683848797251e-05, "epoch": 336.32, "step": 1345 }, { "loss": 0.0275, "grad_norm": 0.032530494034290314, "learning_rate": 2.5830469644902637e-05, "epoch": 337.64, "step": 1350 }, { "loss": 0.0257, "grad_norm": 0.030977552756667137, "learning_rate": 2.554410080183276e-05, "epoch": 338.96, "step": 1355 }, { "loss": 0.0259, "grad_norm": 0.07677620649337769, "learning_rate": 2.5257731958762887e-05, "epoch": 340.0, "step": 1360 }, { "loss": 0.0297, "grad_norm": 0.031761251389980316, "learning_rate": 2.4971363115693013e-05, "epoch": 341.32, "step": 1365 }, { "loss": 0.0273, "grad_norm": 0.029681015759706497, "learning_rate": 2.468499427262314e-05, "epoch": 342.64, "step": 1370 }, { "loss": 0.0292, "grad_norm": 0.02977793477475643, "learning_rate": 2.4398625429553266e-05, "epoch": 343.96, "step": 1375 }, { "loss": 0.027, "grad_norm": 0.10235154628753662, "learning_rate": 2.4112256586483393e-05, "epoch": 345.0, "step": 1380 }, { "loss": 0.0274, "grad_norm": 0.031810909509658813, "learning_rate": 2.3825887743413516e-05, "epoch": 346.32, "step": 1385 }, { "loss": 0.0269, "grad_norm": 0.032247405499219894, "learning_rate": 2.3539518900343642e-05, "epoch": 347.64, "step": 1390 }, { "loss": 0.0275, "grad_norm": 0.0268342737108469, "learning_rate": 2.3253150057273772e-05, "epoch": 348.96, "step": 1395 }, { "loss": 0.0294, "grad_norm": 0.08139528334140778, "learning_rate": 2.2966781214203895e-05, "epoch": 350.0, "step": 1400 }, { "loss": 0.0267, "grad_norm": 0.02706073224544525, "learning_rate": 2.268041237113402e-05, "epoch": 351.32, "step": 1405 }, { "loss": 0.027, "grad_norm": 0.03168797492980957, "learning_rate": 2.2394043528064148e-05, "epoch": 352.64, "step": 1410 }, { "loss": 0.0284, "grad_norm": 0.03218517079949379, "learning_rate": 2.210767468499427e-05, "epoch": 353.96, "step": 1415 }, { "loss": 0.0266, "grad_norm": 0.10146652162075043, "learning_rate": 2.18213058419244e-05, "epoch": 355.0, "step": 1420 }, { "loss": 0.0262, "grad_norm": 0.03256949409842491, "learning_rate": 2.1534936998854528e-05, "epoch": 356.32, "step": 1425 }, { "loss": 0.0268, "grad_norm": 0.026290476322174072, "learning_rate": 2.124856815578465e-05, "epoch": 357.64, "step": 1430 }, { "loss": 0.0283, "grad_norm": 0.02785464935004711, "learning_rate": 2.0962199312714777e-05, "epoch": 358.96, "step": 1435 }, { "loss": 0.0261, "grad_norm": 0.08918192237615585, "learning_rate": 2.0675830469644904e-05, "epoch": 360.0, "step": 1440 }, { "loss": 0.0274, "grad_norm": 0.02753850817680359, "learning_rate": 2.038946162657503e-05, "epoch": 361.32, "step": 1445 }, { "loss": 0.0273, "grad_norm": 0.027621440589427948, "learning_rate": 2.0103092783505157e-05, "epoch": 362.64, "step": 1450 }, { "loss": 0.0268, "grad_norm": 0.027296094223856926, "learning_rate": 1.981672394043528e-05, "epoch": 363.96, "step": 1455 }, { "loss": 0.0309, "grad_norm": 0.11558223515748978, "learning_rate": 1.9530355097365406e-05, "epoch": 365.0, "step": 1460 }, { "loss": 0.0281, "grad_norm": 0.023381583392620087, "learning_rate": 1.9243986254295536e-05, "epoch": 366.32, "step": 1465 }, { "loss": 0.0284, "grad_norm": 0.03020991012454033, "learning_rate": 1.895761741122566e-05, "epoch": 367.64, "step": 1470 }, { "loss": 0.0279, "grad_norm": 0.031026192009449005, "learning_rate": 1.8671248568155786e-05, "epoch": 368.96, "step": 1475 }, { "loss": 0.0287, "grad_norm": 0.11476831138134003, "learning_rate": 1.8384879725085912e-05, "epoch": 370.0, "step": 1480 }, { "loss": 0.0276, "grad_norm": 0.025178030133247375, "learning_rate": 1.809851088201604e-05, "epoch": 371.32, "step": 1485 }, { "loss": 0.0276, "grad_norm": 0.030696241185069084, "learning_rate": 1.7812142038946165e-05, "epoch": 372.64, "step": 1490 }, { "loss": 0.0275, "grad_norm": 0.03371182456612587, "learning_rate": 1.7525773195876288e-05, "epoch": 373.96, "step": 1495 }, { "loss": 0.0273, "grad_norm": 0.07281426340341568, "learning_rate": 1.7239404352806415e-05, "epoch": 375.0, "step": 1500 }, { "loss": 0.0272, "grad_norm": 0.03379592299461365, "learning_rate": 1.695303550973654e-05, "epoch": 376.32, "step": 1505 }, { "loss": 0.0297, "grad_norm": 0.03433220833539963, "learning_rate": 1.6666666666666667e-05, "epoch": 377.64, "step": 1510 }, { "loss": 0.0269, "grad_norm": 0.030921896919608116, "learning_rate": 1.6380297823596794e-05, "epoch": 378.96, "step": 1515 }, { "loss": 0.0256, "grad_norm": 0.08451931923627853, "learning_rate": 1.609392898052692e-05, "epoch": 380.0, "step": 1520 }, { "loss": 0.0267, "grad_norm": 0.02805156446993351, "learning_rate": 1.5807560137457044e-05, "epoch": 381.32, "step": 1525 }, { "loss": 0.0271, "grad_norm": 0.03623420000076294, "learning_rate": 1.5521191294387173e-05, "epoch": 382.64, "step": 1530 }, { "loss": 0.0256, "grad_norm": 0.026305465027689934, "learning_rate": 1.5234822451317298e-05, "epoch": 383.96, "step": 1535 }, { "loss": 0.0284, "grad_norm": 0.11965310573577881, "learning_rate": 1.4948453608247423e-05, "epoch": 385.0, "step": 1540 }, { "loss": 0.0261, "grad_norm": 0.032669875770807266, "learning_rate": 1.466208476517755e-05, "epoch": 386.32, "step": 1545 }, { "loss": 0.0278, "grad_norm": 0.029926784336566925, "learning_rate": 1.4375715922107674e-05, "epoch": 387.64, "step": 1550 }, { "loss": 0.0257, "grad_norm": 0.02711072377860546, "learning_rate": 1.40893470790378e-05, "epoch": 388.96, "step": 1555 }, { "loss": 0.0276, "grad_norm": 0.1021818220615387, "learning_rate": 1.3802978235967929e-05, "epoch": 390.0, "step": 1560 }, { "loss": 0.0274, "grad_norm": 0.029095133766531944, "learning_rate": 1.3516609392898052e-05, "epoch": 391.32, "step": 1565 }, { "loss": 0.0293, "grad_norm": 0.02908550575375557, "learning_rate": 1.323024054982818e-05, "epoch": 392.64, "step": 1570 }, { "loss": 0.0293, "grad_norm": 0.02488418109714985, "learning_rate": 1.2943871706758307e-05, "epoch": 393.96, "step": 1575 }, { "loss": 0.0295, "grad_norm": 0.11021630465984344, "learning_rate": 1.2657502863688431e-05, "epoch": 395.0, "step": 1580 }, { "loss": 0.0263, "grad_norm": 0.028663283213973045, "learning_rate": 1.2371134020618558e-05, "epoch": 396.32, "step": 1585 }, { "loss": 0.0278, "grad_norm": 0.03511869162321091, "learning_rate": 1.2084765177548683e-05, "epoch": 397.64, "step": 1590 }, { "loss": 0.0262, "grad_norm": 0.034687500447034836, "learning_rate": 1.1798396334478809e-05, "epoch": 398.96, "step": 1595 }, { "loss": 0.0266, "grad_norm": 0.060751669108867645, "learning_rate": 1.1512027491408934e-05, "epoch": 400.0, "step": 1600 }, { "loss": 0.0287, "grad_norm": 0.032970625907182693, "learning_rate": 1.1225658648339062e-05, "epoch": 401.32, "step": 1605 }, { "loss": 0.0283, "grad_norm": 0.03081277385354042, "learning_rate": 1.0939289805269187e-05, "epoch": 402.64, "step": 1610 }, { "loss": 0.0264, "grad_norm": 0.02847624011337757, "learning_rate": 1.0652920962199313e-05, "epoch": 403.96, "step": 1615 }, { "loss": 0.0289, "grad_norm": 0.090932697057724, "learning_rate": 1.036655211912944e-05, "epoch": 405.0, "step": 1620 }, { "loss": 0.0255, "grad_norm": 0.0314362607896328, "learning_rate": 1.0080183276059566e-05, "epoch": 406.32, "step": 1625 }, { "loss": 0.0267, "grad_norm": 0.029160624369978905, "learning_rate": 9.793814432989691e-06, "epoch": 407.64, "step": 1630 }, { "loss": 0.028, "grad_norm": 0.028916874900460243, "learning_rate": 9.507445589919818e-06, "epoch": 408.96, "step": 1635 }, { "loss": 0.0255, "grad_norm": 0.1021805927157402, "learning_rate": 9.221076746849944e-06, "epoch": 410.0, "step": 1640 }, { "loss": 0.0282, "grad_norm": 0.02770989201962948, "learning_rate": 8.934707903780069e-06, "epoch": 411.32, "step": 1645 }, { "loss": 0.0266, "grad_norm": 0.02699929289519787, "learning_rate": 8.648339060710195e-06, "epoch": 412.64, "step": 1650 }, { "loss": 0.0272, "grad_norm": 0.02524033933877945, "learning_rate": 8.36197021764032e-06, "epoch": 413.96, "step": 1655 }, { "loss": 0.0279, "grad_norm": 0.09028223901987076, "learning_rate": 8.075601374570448e-06, "epoch": 415.0, "step": 1660 }, { "loss": 0.0256, "grad_norm": 0.02895791083574295, "learning_rate": 7.789232531500573e-06, "epoch": 416.32, "step": 1665 }, { "loss": 0.0287, "grad_norm": 0.02906765416264534, "learning_rate": 7.502863688430699e-06, "epoch": 417.64, "step": 1670 }, { "loss": 0.0257, "grad_norm": 0.029104597866535187, "learning_rate": 7.216494845360824e-06, "epoch": 418.96, "step": 1675 }, { "loss": 0.0287, "grad_norm": 0.08798860013484955, "learning_rate": 6.930126002290952e-06, "epoch": 420.0, "step": 1680 }, { "loss": 0.0269, "grad_norm": 0.03739621490240097, "learning_rate": 6.643757159221077e-06, "epoch": 421.32, "step": 1685 }, { "loss": 0.0271, "grad_norm": 0.03739361837506294, "learning_rate": 6.357388316151203e-06, "epoch": 422.64, "step": 1690 }, { "loss": 0.0274, "grad_norm": 0.02649453654885292, "learning_rate": 6.071019473081329e-06, "epoch": 423.96, "step": 1695 }, { "loss": 0.0274, "grad_norm": 0.11156873404979706, "learning_rate": 5.784650630011455e-06, "epoch": 425.0, "step": 1700 }, { "loss": 0.0282, "grad_norm": 0.032228022813797, "learning_rate": 5.498281786941581e-06, "epoch": 426.32, "step": 1705 }, { "loss": 0.0261, "grad_norm": 0.03375111520290375, "learning_rate": 5.211912943871707e-06, "epoch": 427.64, "step": 1710 }, { "loss": 0.0282, "grad_norm": 0.030271092429757118, "learning_rate": 4.925544100801833e-06, "epoch": 428.96, "step": 1715 }, { "loss": 0.0274, "grad_norm": 0.1445903182029724, "learning_rate": 4.639175257731959e-06, "epoch": 430.0, "step": 1720 }, { "loss": 0.0268, "grad_norm": 0.02469286322593689, "learning_rate": 4.352806414662085e-06, "epoch": 431.32, "step": 1725 }, { "loss": 0.0256, "grad_norm": 0.03584900125861168, "learning_rate": 4.066437571592211e-06, "epoch": 432.64, "step": 1730 }, { "loss": 0.028, "grad_norm": 0.03136882930994034, "learning_rate": 3.7800687285223365e-06, "epoch": 433.96, "step": 1735 }, { "loss": 0.0279, "grad_norm": 0.11569558829069138, "learning_rate": 3.493699885452463e-06, "epoch": 435.0, "step": 1740 }, { "loss": 0.0274, "grad_norm": 0.029596295207738876, "learning_rate": 3.2073310423825886e-06, "epoch": 436.32, "step": 1745 }, { "loss": 0.0285, "grad_norm": 0.031167112290859222, "learning_rate": 2.920962199312715e-06, "epoch": 437.64, "step": 1750 }, { "loss": 0.0268, "grad_norm": 0.02943456918001175, "learning_rate": 2.6345933562428407e-06, "epoch": 438.96, "step": 1755 }, { "loss": 0.0286, "grad_norm": 0.12796010076999664, "learning_rate": 2.3482245131729668e-06, "epoch": 440.0, "step": 1760 }, { "loss": 0.0267, "grad_norm": 0.033591561019420624, "learning_rate": 2.061855670103093e-06, "epoch": 441.32, "step": 1765 }, { "loss": 0.0273, "grad_norm": 0.02908930741250515, "learning_rate": 1.7754868270332189e-06, "epoch": 442.64, "step": 1770 }, { "loss": 0.0261, "grad_norm": 0.026340056210756302, "learning_rate": 1.4891179839633447e-06, "epoch": 443.96, "step": 1775 }, { "loss": 0.0297, "grad_norm": 0.11206063628196716, "learning_rate": 1.202749140893471e-06, "epoch": 445.0, "step": 1780 }, { "loss": 0.0274, "grad_norm": 0.02611732669174671, "learning_rate": 9.163802978235968e-07, "epoch": 446.32, "step": 1785 }, { "loss": 0.0274, "grad_norm": 0.024675380438566208, "learning_rate": 6.300114547537229e-07, "epoch": 447.64, "step": 1790 }, { "loss": 0.0291, "grad_norm": 0.029208682477474213, "learning_rate": 3.436426116838488e-07, "epoch": 448.96, "step": 1795 }, { "loss": 0.0243, "grad_norm": 0.0671393945813179, "learning_rate": 5.72737686139748e-08, "epoch": 450.0, "step": 1800 }, { "train_runtime": 31066.2371, "train_samples_per_second": 1.854, "train_steps_per_second": 0.058, "total_flos": 1.5308141101056e+18, "train_loss": 0.05111724340253406, "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_08/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_08", "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": "" }