format_id,parameter,subsystem,quantized,reference_dtype,candidate_dtype,storage_dtype,elements,mae,rmse,mean_signed_error,relative_l2,cosine_similarity,snr_db,max_abs_error,abs_error_p50_sampled,abs_error_p95_sampled,abs_error_p99_sampled,abs_error_p999_sampled,storage_endpoint_rate,sum_abs_error,sum_squared_error,sum_signed_error,reference_sum_squared,candidate_sum_squared,dot_product
fp8_scaled,first.bias,input_projection,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.00012355056746526927,0.00021640586281437556,4.6581449410313764e-06,0.0016017980844681443,0.9999987173130938,55.90784460059142,0.0019971132278442383,7.518008351325989e-05,0.0003990002442151308,0.0009190838318318129,0.0017936290241777897,,0.7590946865066144,0.00028773272039690854,0.028619642517696775,112.14339814745858,112.13871004708727,112.14091023091274
fp8_scaled,first.weight,input_projection,False,torch.float32,torch.bfloat16,torch.bfloat16,393216,0.0,0.0,0.0,0.0,1.0,3030.7824927153065,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,1197.4276203311433,1197.4276203311433,1197.4276203311433
fp8_scaled,blocks.0.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,36864,0.00032035356410587784,0.0004943974335368081,-1.5479945701514354e-07,0.001700422437897229,0.9999985543155289,55.38886345882354,0.0019522309303283691,0.00017290934920310974,0.0009659826755523682,0.0017292345874011517,0.001929145073518157,,11.80951378719908,0.009010624104816815,-0.005706527183406251,3116.314055904984,3116.3570480219055,3116.331046651392
fp8_scaled,blocks.0.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.0007297401643503084,0.0009055675708930777,8.110922218899455e-06,0.0017274257222542962,0.9999985081282172,55.252012356454365,0.0019516348838806152,0.0006299614906311035,0.0017825484974309802,0.0019149606814607978,0.001945120980963111,,4.483523569768295,0.005038403330784395,0.04983350611291826,1688.4731777588663,1688.4138684720965,1688.441003913816
fp8_scaled,blocks.0.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.000489884849766753,0.0006408610289946368,7.545461783090938e-06,0.0016588382424059253,0.9999986245198355,55.603919221713525,0.0019522309303283691,0.0003901869058609009,0.001398158143274486,0.0018366125877946615,0.0019440309843048453,,3.00985251696693,0.002523358362526094,0.04635931719531072,917.0032074777238,916.949272001727,916.9749780605441
fp8_scaled,blocks.0.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,37748736,0.00034011761914648844,0.0006777098910579491,-2.7767896232763457e-08,0.026401002845735762,0.9996514335489901,31.567591521620578,0.0625,0.000152587890625,0.001220703125,0.00244140625,0.0068359375,2.6490953430879927e-08,12839.010214109338,17.33764324708579,-1.0482029841659823,24874.205300964153,24854.911203394637,24855.889430555853
fp8_scaled,blocks.0.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,9437184,0.0005788935261625025,0.0011468173471517785,-2.512226760879403e-07,0.026456953961537806,0.999650016425102,31.549203168084162,0.125,0.00030517578125,0.001953125,0.00390625,0.009765625,1.059638137235197e-07,5463.12472280435,12.41169028663653,-2.3708346192142926,17731.73559552023,17731.899833887983,17725.611869560787
fp8_scaled,blocks.0.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,9437184,0.0005424024721183958,0.0009266031571772721,-4.1810398489525476e-07,0.026517602472355743,0.9996491531578885,31.529314884451644,0.04296875,0.00030517578125,0.001953125,0.00341796875,0.0068359375,2.119276274470394e-07,5118.751931436171,8.102703999764918,-3.94572423658974,11522.891230460818,11544.08130026078,11529.434913360916
fp8_scaled,blocks.0.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,37748736,0.000465883470123959,0.0007574557677275171,3.1792503515646623e-07,0.026504793178927274,0.9996487292612717,31.533511605850563,0.02734375,0.000244140625,0.001708984375,0.0029296875,0.00390625,2.6490953430879927e-08,17586.512120473217,21.65793110600457,12.001268219912163,30829.61692928,30789.891227635817,30798.9251129049
fp8_scaled,blocks.0.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.0014304760989034548,0.008159760195655742,-0.0007348627113969997,0.0017628593384065314,0.999999942817533,55.075646788511285,0.09144210815429688,0.0004694610834121704,0.002513510175049305,0.005549530498683453,0.08064083755016327,,0.18310094065964222,0.008522455865677804,-0.09406242705881596,2742.391408866344,2732.9099834002554,2737.6464349053667
fp8_scaled,blocks.0.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.0013865903238183819,0.008118788588058973,-0.0005495274745044298,0.0017558880723797614,0.999999938927208,55.11006342574066,0.09119796752929688,0.0004523247480392456,0.002212519058957696,0.00332813523709774,0.08004126697778702,,0.17748356144875288,0.008437085201612366,-0.07033951673656702,2736.5209505610396,2727.1109561771154,2731.811734826477
fp8_scaled,blocks.0.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,37748736,0.00045314487460019305,0.0007922832294126474,-1.8716705807172378e-07,0.02645664788418516,0.9996504010185908,31.549303654689233,0.0546875,0.000244140625,0.001708984375,0.00341796875,0.005859375,1.059638137235197e-07,17105.646241035793,23.695361585349612,-7.06531986304617,33852.73065121806,33892.530838143495,33860.783063888106
fp8_scaled,blocks.0.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,100663296,0.0003306082624397457,0.0005834337901890534,1.64848464871457e-07,0.026572090714390265,0.9996469522870481,31.511485471823466,0.02734375,0.00018310546875,0.001220703125,0.00244140625,0.0048828125,9.934107758624577e-09,33280.1173820178,34.26528138708803,16.594189814501078,48529.168457298554,48463.44082027594,48479.17199809371
fp8_scaled,blocks.0.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,100663296,0.00032055098332891066,0.0006278637047209773,-1.1004166935596933e-07,0.02665394064561437,0.9996448771409706,31.48477147449046,0.03125,0.000152587890625,0.0009765625,0.00244140625,0.0068359375,9.934107758624577e-09,32267.7185179292,39.68276296501429,-11.07715713471407,55857.18567745108,55755.0652751226,55786.28409480434
fp8_scaled,blocks.0.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,100663296,0.0004491738088219347,0.0008014193867309106,-7.370111716478837e-08,0.02665708347656933,0.9996446855957557,31.48374736049877,0.046875,0.000244140625,0.00146484375,0.0029296875,0.005859375,9.934107758624577e-09,45215.31607288982,64.65332047679564,-7.418997372689773,90984.11402475153,90976.28927560229,90947.87498993853
fp8_scaled,blocks.1.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,36864,0.00019949470312984516,0.0003431982417935318,2.3187999064539563e-06,0.0016633100366058474,0.9999986167004925,55.580535837769716,0.003893136978149414,8.417107164859772e-05,0.0007887164829298854,0.0012479049619287252,0.0019332470837980509,,7.354172736178612,0.004342027462785202,0.08548023975151864,1569.4451769961659,1569.4464293440635,1569.4436321563833
fp8_scaled,blocks.1.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.0002659069574240114,0.0004264277049677453,9.255242798970423e-06,0.001668043273673289,0.9999986161479183,55.55585373495192,0.0036662817001342773,0.00014792382717132568,0.0009147390956059098,0.0016552528832107782,0.0019416206050664186,,1.633732346413126,0.0011172285699935752,0.05686421175687428,401.53869807896814,401.44033709120015,401.48895897079916
fp8_scaled,blocks.1.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.0003226168579913609,0.0004719905570804699,-3.962945779238207e-06,0.0015937789553270932,0.9999987316560162,55.95143824020979,0.001952826976776123,0.00020846351981163025,0.0009418443078175187,0.0016915664309635758,0.0019213550258427858,,1.9821579754989216,0.001368730128218925,-0.02434833886763954,538.8422624952836,538.7776438158692,538.8092687905123
fp8_scaled,blocks.1.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,37748736,0.00042601660474958925,0.0007525795485766294,-1.1646848535645484e-07,0.026459364072686755,0.9996502889015169,31.54841195810405,0.0625,0.000244140625,0.001708984375,0.0029296875,0.00439453125,2.6490953430879927e-08,16081.588344308591,21.379977230091725,-4.39653810604068,30538.55152369356,30571.763542053304,30544.467544258387
fp8_scaled,blocks.1.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,9437184,0.0006240838422269122,0.0010498699776267436,5.027024413067288e-07,0.026661280089695198,0.999646347108425,31.482380052273157,0.04296875,0.0003662109375,0.002197265625,0.0042247772216796875,0.0078125,2.119276274470394e-07,5889.594050522341,10.40191872491618,4.7440954358608,14633.60948961493,14679.156838400504,14651.182204645262
fp8_scaled,blocks.1.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,9437184,0.000787139981566231,0.0012632179937284067,2.585492390214414e-07,0.026635264129656076,0.999649333543727,31.490859843185902,0.03515625,0.00048828125,0.0029296875,0.00390625,0.0078125,2.119276274470394e-07,7428.384839797131,15.059100418297547,2.4399767417053226,21226.82373620059,21090.385305358937,21151.07497057061
fp8_scaled,blocks.1.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,37748736,0.0006096106078422078,0.0009625179119789504,1.2076383238040978e-07,0.026555276734563815,0.9996479490252389,31.51698336810698,0.04296875,0.0003662109375,0.002197265625,0.00341796875,0.005859375,7.947286206899662e-08,23012.029898235032,34.971966569648195,4.55868202687634,49592.772846422406,49449.09322601547,49503.4470529341
fp8_scaled,blocks.1.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.00034991106440429576,0.0005333653734538059,-1.4473018381977454e-05,0.0016094575274630037,0.9999987327687699,55.86640959151928,0.0019378066062927246,0.00020369142293930054,0.0009396941168233752,0.0018248462583869696,0.0019236814696341753,,0.04478861624374986,3.641326356473829e-05,-0.001852546352893114,14.057256318476623,14.050574755296111,14.053897330254586
fp8_scaled,blocks.1.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.0003541426012816373,0.0005242042427203473,6.123079583630897e-05,0.0017123091194444964,0.9999985832567138,55.32835660684044,0.0019106864929199219,0.0002360232174396515,0.0009192511788569391,0.0018556133145466447,0.001906704856082797,,0.04533025296404958,3.517313127500963e-05,0.007837541867047548,11.99628275511106,12.003780618309975,12.000014100144881
fp8_scaled,blocks.1.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,37748736,0.0008417728596167114,0.0013276144216311902,6.487488459132175e-08,0.02677510047362488,0.9996423516589262,31.445377816040537,0.05078125,0.00048828125,0.0029296875,0.0048828125,0.0078125,2.6490953430879927e-08,31775.8614496363,66.53441410684138,2.4489448914682725,92807.7231997119,92496.94972781934,92619.0692567122
fp8_scaled,blocks.1.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,100663296,0.0007066419971900493,0.0010955159461573925,-1.1839385215354223e-07,0.02659381787172097,0.9996465866342118,31.504386196884013,0.0390625,0.00042724609375,0.00244140625,0.00341796875,0.0068359375,9.934107758624577e-09,71132.9125291731,120.81157696428144,-11.91791538391226,170823.32577698867,170951.16973246777,170826.84196624605
fp8_scaled,blocks.1.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,100663296,0.0006597349658246594,0.0010309437261037842,3.144946923785251e-08,0.026678003168119413,0.9996447797297959,31.476933604196276,0.046875,0.0003662109375,0.00244140625,0.00341796875,0.005859375,9.934107758624577e-09,66411.09614635758,106.98947745410388,3.1658072309328418,150326.11258746684,150575.34431946735,150397.23371474005
fp8_scaled,blocks.1.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,100663296,0.0007612440959411478,0.001174594265996107,2.3630646996033317e-08,0.0266667504791576,0.9996477345136066,31.480598055120534,0.0390625,0.00048828125,0.00244140625,0.00439453125,0.005859375,9.934107758624577e-09,76629.33975797617,138.88229968419185,2.3787388132332126,195302.00627289334,194154.39122572323,194658.75759946616
fp8_scaled,blocks.2.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,36864,0.00017968135258828518,0.0003033441122935369,4.4951428174178076e-07,0.0016325269965312623,0.999998667428046,55.742792564333534,0.0035535097122192383,7.666274905204773e-05,0.0007046759128570557,0.0009576521115377545,0.0018377986270934343,,6.623773381814544,0.003392138666673707,0.016570894482129006,1272.7785683195852,1272.771347559405,1272.7732618701618
fp8_scaled,blocks.2.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.00033558521732612867,0.0004831443207288608,1.1133421603156297e-06,0.001633657409017128,0.999998665758214,55.736780265411845,0.002132892608642578,0.00022189319133758545,0.0009426042670384049,0.0016801593592390418,0.0019216439686715603,,2.0618355752517346,0.0014341843025052815,0.006840374232979229,537.3818464953479,537.3601700996443,537.3702912053449
fp8_scaled,blocks.2.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.0003429164238397675,0.0004851540523801924,4.405508337394319e-06,0.001574116350243271,0.999998763086062,56.05926340140552,0.001952826976776123,0.00023495405912399292,0.0009415791719220579,0.001659130910411477,0.0019274523947387934,,2.1068785080715315,0.0014461406486994278,0.027067443224950694,583.6290138308091,583.7015430931315,583.664555391646
fp8_scaled,blocks.2.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,37748736,0.0007111656903298389,0.0011166550186359982,-1.958812321334633e-08,0.026560986253052737,0.9996479362787407,31.51511605874134,0.04296875,0.00048828125,0.00244140625,0.00439453125,0.00537109375,2.6490953430879927e-08,26845.605896518842,47.06959465195095,-0.7394268919160822,66719.38956990736,66834.93276806764,66753.62637166155
fp8_scaled,blocks.2.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,9437184,0.0009110488697727207,0.0014080201213209436,3.4507452761592087e-07,0.026448205683752165,0.9996501864533902,31.55207572632125,0.03125,0.00048828125,0.00341796875,0.00390625,0.0078125,3.178914482759865e-07,8597.735817037203,18.70941227151713,3.2565318108245265,26746.546717151297,26730.697306578204,26729.26730572899
fp8_scaled,blocks.2.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,9437184,0.0009440433184277511,0.001481225792010445,6.457609711053087e-07,0.02672502650882887,0.9996475244109144,31.461637106756083,0.04296875,0.00048828125,0.0029296875,0.0048828125,0.009765625,1.059638137235197e-07,8909.110499973278,20.705463366847276,6.094165104339481,28990.02999359367,29147.571360621376,29058.4479454241
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mxfp8,txtfusion.refiner_blocks.0.mlp.down.weight,text_fusion.refiner,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,17694720,0.001079297182997527,0.001613377667858687,8.335634270006119e-07,0.02660542349088191,0.9996460520670252,31.5005964763455,0.0625,0.000732421875,0.00341796875,0.005859375,0.0078125,0.001556679024361074,19097.861449930002,46.059134960873415,14.749671443016268,65069.19363873193,64986.81828951991,65004.97639664549
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mxfp8,txtfusion.refiner_blocks.1.attn.qknorm.qnorm.scale,text_fusion.refiner,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.0001924657372001093,0.0002546817890871344,9.035098628373817e-06,0.0016716374546516216,0.9999986028201174,55.53715813264184,0.0008108615875244141,0.00014784559607505798,0.00046787559404037893,0.0007215879741124809,0.0008072546334005892,,0.02463561436161399,8.302440152655821e-06,0.0011564926244318485,2.971129401137676,2.971143306232989,2.971132202465256
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mxfp8,txtmlp.1.bias,conditioning_projection,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,4.202395664198999e-05,5.851030152075029e-05,-1.1394957218173e-06,0.0016321950777667751,0.9999986680688873,55.74455872371952,0.0005667507648468018,3.176648169755936e-05,0.00011128280311822891,0.0001924131065607071,0.0004218154645059258,,0.2581951896083865,2.1033709879597755e-05,-0.007001061714845491,7.895356630587075,7.895559093195051,7.895447345036122
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mxfp8,txtmlp.3.bias,conditioning_projection,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,7.464712782138487e-05,0.00015328683443290145,3.6510364359957728e-06,0.0016234659417952411,0.9999987041823029,55.79113635752017,0.0034865140914916992,3.748387098312378e-05,0.00023880308435764164,0.0005116533720865846,0.0017042967956513166,,0.4586319533345886,0.00014436466858266467,0.02243196786275803,54.774012167612284,54.79685365722719,54.78536073008544
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mxfp8,last.linear.bias,output_projection,False,torch.float32,torch.bfloat16,torch.bfloat16,64,0.00010568115976639092,0.00015265557690682076,1.3442884664982557e-05,0.0018514051394802513,0.999998420546636,54.649970700167366,0.0004743635654449463,6.22924417257309e-05,0.0003602690703701228,0.0004472892906051129,0.0004716561525128782,,0.006763594225049019,1.4914384102882733e-06,0.0008603446185588837,0.43511333527180723,0.434660904109478,0.4348863739714375
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nvfp4,first.bias,input_projection,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.00012355056746526927,0.00021640586281437556,4.6581449410313764e-06,0.0016017980844681443,0.9999987173130938,55.90784460059142,0.0019971132278442383,7.518008351325989e-05,0.0003990002442151308,0.0009190838318318129,0.0017936290241777897,,0.7590946865066144,0.00028773272039690854,0.028619642517696775,112.14339814745858,112.13871004708727,112.14091023091274
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nvfp4,blocks.0.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.0007297401643503084,0.0009055675708930777,8.110922218899455e-06,0.0017274257222542962,0.9999985081282172,55.252012356454365,0.0019516348838806152,0.0006299614906311035,0.0017825484974309802,0.0019149606814607978,0.001945120980963111,,4.483523569768295,0.005038403330784395,0.04983350611291826,1688.4731777588663,1688.4138684720965,1688.441003913816
nvfp4,blocks.0.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.000489884849766753,0.0006408610289946368,7.545461783090938e-06,0.0016588382424059253,0.9999986245198355,55.603919221713525,0.0019522309303283691,0.0003901869058609009,0.001398158143274486,0.0018366125877946615,0.0019440309843048453,,3.00985251696693,0.002523358362526094,0.04635931719531072,917.0032074777238,916.949272001727,916.9749780605441
nvfp4,blocks.0.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.0014869572738457567,0.002376113082371527,-3.6975648558141655e-07,0.09256433922124452,0.9957201397153193,20.671125895371844,0.1640625,0.0009765625,0.004638671875,0.0087890625,0.0185546875,,56130.75757368318,213.12609366868367,-13.9578399585007,24874.205300964153,24918.62662643568,24789.852916865577
nvfp4,blocks.0.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,9437184,0.0025064042413585003,0.004014953844058587,9.279516050934392e-07,0.09262455723552886,0.9957184903869406,20.66547710049548,0.4375,0.001708984375,0.00732421875,0.012939453125,0.025691509246826172,,23653.398004080576,152.1260317421469,8.757250040362123,17731.73559552023,17788.608724550853,17684.109144164468
nvfp4,blocks.0.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,9437184,0.0023072329587207974,0.003239855483872359,-5.802652489832965e-08,0.09271844060075071,0.9957042917604664,20.656677624621764,0.0859375,0.001708984375,0.006591796875,0.010986328125,0.01806640625,,21773.78196231257,99.05894536763165,-0.5476069923461182,11522.891230460818,11536.19856894933,11480.015427021259
nvfp4,blocks.0.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.0018953678031710113,0.002682744586631914,2.9840608399281493e-06,0.09387424777804947,0.9955974288244899,20.54907060021381,0.041015625,0.0013427734375,0.005615234375,0.00927734375,0.0146484375,,71547.73882480247,271.6821268628265,112.64452485438596,30829.61692928,30876.271784071927,30717.103293244552
nvfp4,blocks.0.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.0014304760989034548,0.008159760195655742,-0.0007348627113969997,0.0017628593384065314,0.999999942817533,55.075646788511285,0.09144210815429688,0.0004694610834121704,0.002513510175049305,0.005549530498683453,0.08064083755016327,,0.18310094065964222,0.008522455865677804,-0.09406242705881596,2742.391408866344,2732.9099834002554,2737.6464349053667
nvfp4,blocks.0.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.0013865903238183819,0.008118788588058973,-0.0005495274745044298,0.0017558880723797614,0.999999938927208,55.11006342574066,0.09119796752929688,0.0004523247480392456,0.002212519058957696,0.00332813523709774,0.08004126697778702,,0.17748356144875288,0.008437085201612366,-0.07033951673656702,2736.5209505610396,2727.1109561771154,2731.811734826477
nvfp4,blocks.0.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.0018759795807548672,0.0028039551189736603,-1.1725239566696194e-08,0.09363223972409435,0.9956185482364918,20.571491759538937,0.140625,0.00122833251953125,0.005859375,0.010009765625,0.01708984375,,70815.85793530617,296.78676489731504,-0.44261297293996904,33852.73065121806,33882.83310420491,33719.38849526283
nvfp4,blocks.0.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.0014214826848791265,0.0020210982868623544,1.3992177256026658e-06,0.09204953145377981,0.9957668624981,20.719568355596035,0.064453125,0.00101470947265625,0.00408935546875,0.007028341293334961,0.01220703125,,143091.13226686223,411.19328541098656,140.84986808078793,48529.168457298554,48601.29735077466,48359.63626133111
nvfp4,blocks.0.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.0014465366789802767,0.0021742505868892824,-1.5462554609456391e-07,0.09230083799380182,0.9957431638804496,20.695887120449925,0.076171875,0.0009765625,0.00439453125,0.0078125,0.015625,,145613.14989104858,475.872204161533,-15.565117115678731,55857.18567745108,55927.72446588201,55654.51896958577
nvfp4,blocks.0.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.0018984921512105663,0.0027826307519200834,-1.921517232291644e-07,0.09255680791673761,0.9957145322074821,20.671832633427705,0.10546875,0.0013427734375,0.005615234375,0.009765625,0.01708984375,,191108.477370986,779.439313567883,-19.342625792327453,90984.11402475153,90889.84334853812,90547.25902986087
nvfp4,blocks.1.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,36864,0.00019949470312984516,0.0003431982417935318,2.3187999064539563e-06,0.0016633100366058474,0.9999986167004925,55.580535837769716,0.003893136978149414,8.417107164859772e-05,0.0007887164829298854,0.0012479049619287252,0.0019332470837980509,,7.354172736178612,0.004342027462785202,0.08548023975151864,1569.4451769961659,1569.4464293440635,1569.4436321563833
nvfp4,blocks.1.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.0002659069574240114,0.0004264277049677453,9.255242798970423e-06,0.001668043273673289,0.9999986161479183,55.55585373495192,0.0036662817001342773,0.00014792382717132568,0.0009147390956059098,0.0016552528832107782,0.0019416206050664186,,1.633732346413126,0.0011172285699935752,0.05686421175687428,401.53869807896814,401.44033709120015,401.48895897079916
nvfp4,blocks.1.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.0003226168579913609,0.0004719905570804699,-3.962945779238207e-06,0.0015937789553270932,0.9999987316560162,55.95143824020979,0.001952826976776123,0.00020846351981163025,0.0009418443078175187,0.0016915664309635758,0.0019213550258427858,,1.9821579754989216,0.001368730128218925,-0.02434833886763954,538.8422624952836,538.7776438158692,538.8092687905123
nvfp4,blocks.1.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.0018154067194516485,0.002623967032704307,7.424112965712104e-08,0.09225403369565716,0.9957409557884952,20.70029271509249,0.140625,0.00128173828125,0.00537109375,0.00927734375,0.01611328125,,68529.30898520634,259.90770992756626,2.8025088037684327,30538.55152369356,30479.70575475182,30379.17478425891
nvfp4,blocks.1.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,9437184,0.0025940082065506495,0.003656102495534333,-1.0284241647389663e-06,0.09284613785263404,0.9956934355811798,20.644723140406388,0.12109375,0.00189971923828125,0.00732421875,0.01220703125,0.02099609375,,24480.132742728485,126.14764500947713,-9.705428072687937,14633.60948961493,14656.302323743541,14581.882084174496
nvfp4,blocks.1.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,9437184,0.0032736621684276,0.004399602114118132,2.815457051848676e-07,0.09276669977527612,0.9956969887499945,20.652157867701504,0.072265625,0.00250244140625,0.0087890625,0.01416015625,0.0205078125,,30894.152237290255,182.6708404179825,2.6569986242393497,21226.82373620059,21225.02964205941,21134.59126892101
nvfp4,blocks.1.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.0025099496917343456,0.003378920357073681,1.113354413367887e-06,0.09322233283083574,0.9956586759769985,20.609600666368916,0.056640625,0.001953125,0.0068359375,0.0107421875,0.0166015625,,94747.42828656119,430.9811987062085,42.02772182465924,49592.772846422406,49673.78357428999,49417.78761100309
nvfp4,blocks.1.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.00034991106440429576,0.0005333653734538059,-1.4473018381977454e-05,0.0016094575274630037,0.9999987327687699,55.86640959151928,0.0019378066062927246,0.00020369142293930054,0.0009396941168233752,0.0018248462583869696,0.0019236814696341753,,0.04478861624374986,3.641326356473829e-05,-0.001852546352893114,14.057256318476623,14.050574755296111,14.053897330254586
nvfp4,blocks.1.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.0003541426012816373,0.0005242042427203473,6.123079583630897e-05,0.0017123091194444964,0.9999985832567138,55.32835660684044,0.0019106864929199219,0.0002360232174396515,0.0009192511788569391,0.0018556133145466447,0.001906704856082797,,0.04533025296404958,3.517313127500963e-05,0.007837541867047548,11.99628275511106,12.003780618309975,12.000014100144881
nvfp4,blocks.1.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.003365746457109761,0.004672921012541817,1.7109125334909609e-06,0.09424267134910477,0.9955550039416878,20.51504824236766,0.13671875,0.00244140625,0.009765625,0.015625,0.0234375,,127052.67445237168,824.2886013567627,64.58478554584144,92807.7231997119,92610.76767949453,92297.10113892483
nvfp4,blocks.1.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.0028852322250117173,0.0038613859450689365,2.7150208619653257e-07,0.09373573695186829,0.995609359052237,20.561896036666027,0.0703125,0.0022735595703125,0.0078125,0.0126953125,0.01806640625,,290436.9854950931,1500.920084966134,27.33029486741907,170823.32577698867,171010.39316092437,170166.39942647345
nvfp4,blocks.1.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.002699262147346405,0.003617138906725623,-5.833403504076516e-07,0.09360165911077072,0.9956245244660097,20.574329064497157,0.1171875,0.0020751953125,0.00732421875,0.01171875,0.017578125,,271716.6245199268,1317.0477488643828,-58.72096236182915,150326.11258746684,150642.7540610379,149825.90944982017
nvfp4,blocks.1.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.003040725572493399,0.004170841663013816,6.512018472737992e-08,0.09469039406670557,0.9955151835423055,20.473881521396397,0.052734375,0.00225830078125,0.0087890625,0.013671875,0.02001953125,,306089.45835867245,1751.130662063527,6.5552124307869235,195302.00627289334,195148.93120779842,194349.9034093141
nvfp4,blocks.2.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,36864,0.00017968135258828518,0.0003033441122935369,4.4951428174178076e-07,0.0016325269965312623,0.999998667428046,55.742792564333534,0.0035535097122192383,7.666274905204773e-05,0.0007046759128570557,0.0009576521115377545,0.0018377986270934343,,6.623773381814544,0.003392138666673707,0.016570894482129006,1272.7785683195852,1272.771347559405,1272.7732618701618
nvfp4,blocks.2.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.00033558521732612867,0.0004831443207288608,1.1133421603156297e-06,0.001633657409017128,0.999998665758214,55.736780265411845,0.002132892608642578,0.00022189319133758545,0.0009426042670384049,0.0016801593592390418,0.0019216439686715603,,2.0618355752517346,0.0014341843025052815,0.006840374232979229,537.3818464953479,537.3601700996443,537.3702912053449
nvfp4,blocks.2.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.0003429164238397675,0.0004851540523801924,4.405508337394319e-06,0.001574116350243271,0.999998763086062,56.05926340140552,0.001952826976776123,0.00023495405912399292,0.0009415791719220579,0.001659130910411477,0.0019274523947387934,,2.1068785080715315,0.0014461406486994278,0.027067443224950694,583.6290138308091,583.7015430931315,583.664555391646
nvfp4,blocks.2.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.002912475985883087,0.003935933050395494,-9.913951397017778e-07,0.0936209141586,0.9956188412134638,20.572542450649372,0.103515625,0.002227783203125,0.008056640625,0.01318359375,0.01953125,,109942.28709744038,584.7871475459459,-37.42391340028553,66719.38956990736,66757.13190156582,66445.86716196363
nvfp4,blocks.2.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,9437184,0.003719252580843568,0.004994944967254203,4.7611321053279515e-07,0.0938248891990439,0.995600177725806,20.553638795749713,0.07421875,0.0029296875,0.01025390625,0.0166015625,0.02392578125,,35099.270947895624,235.45278841024188,4.493167972628726,26746.546717151297,26766.74928356055,26638.921606150805
nvfp4,blocks.2.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,9437184,0.0038634727419954115,0.005161961006818703,-1.1746992906412161e-06,0.09313471686010044,0.9956639088582394,20.61776802799729,0.064453125,0.0029449462890625,0.01025390625,0.0166015625,0.024152755737304688,,36460.30314519523,251.4617084655707,-11.085853350450634,28990.02999359367,29002.3852510273,28870.4767680777
nvfp4,blocks.2.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.0029789701116483985,0.003997903724072442,1.7542167331087278e-06,0.09373635980390399,0.9956031975444644,20.56183832115384,0.0400390625,0.0023193359375,0.00830078125,0.01318359375,0.01904296875,,112452.35629650592,603.3468877494371,66.21946434490383,68667.44826279429,68543.99041577184,68304.04589540834
nvfp4,blocks.2.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.0004888045586994849,0.0006410108864086648,1.449244882678613e-05,0.0016028371933770815,0.9999987218114509,55.9022117688719,0.0018568038940429688,0.0003991425037384033,0.0013246270827949047,0.001778760808520019,0.001849355292506516,,0.06256698351353407,5.259455443128603e-05,0.0018550334498286247,20.47207939221326,20.476643592119217,20.474335194889022
nvfp4,blocks.2.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.00048740183660811454,0.0006090107101285903,-2.797053934955329e-05,0.0015562600544639343,0.9999987945387967,56.158356594460315,0.0017025470733642578,0.0004111453890800476,0.0011492997873574495,0.001621187082491815,0.0016958932392299175,,0.06238743508583866,4.7474437766570206e-05,-0.0035802290367428213,19.601779052117678,19.597615752601996,19.599673665140955
nvfp4,blocks.2.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.003411617624264383,0.004736088591647338,2.799483700341443e-07,0.09462787418019933,0.995521504544783,20.47961832491934,0.10546875,0.00244140625,0.010009765625,0.015625,0.0234375,,128784.25303130338,846.7243496380084,10.567697114049224,94559.220109616,94503.41464406415,94107.95520202107
nvfp4,blocks.2.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.0030170292469874835,0.004036671992142571,-3.19128389652569e-07,0.09377641069565432,0.9956033610206614,20.55812787913954,0.048828125,0.00244140625,0.00830078125,0.01318359375,0.0185546875,,303704.10813015816,1640.28030032411,-32.12451554959989,186522.34075874672,186553.3261229277,185717.69329067518
nvfp4,blocks.2.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.002806245401375623,0.003757088631527758,7.726911861575831e-08,0.09342024285669892,0.9956329891381993,20.59118016096319,0.0546875,0.002197265625,0.007568359375,0.01220703125,0.017805099487304688,,282485.91148731316,1420.9343958023055,7.778164158877189,162814.11137200825,162538.43767197925,161965.8073240926
nvfp4,blocks.2.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.003106382192396113,0.004276330301263258,-6.299655713748464e-09,0.09475648037401221,0.9955111386635258,20.467821580879235,0.0625,0.0023193359375,0.009033203125,0.01416015625,0.0205078125,,312698.6701222989,1840.829779063049,-0.6341441078111529,205019.79237884452,205067.9397508789,204123.45117533012
nvfp4,blocks.3.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,36864,0.00014847873960740804,0.00025788196441742543,-8.199674155335737e-07,0.0016683877243716717,0.9999986082402348,55.55406028514625,0.003583550453186035,5.7775527238845825e-05,0.0005728199612349272,0.0009243196109309793,0.001673106336966157,,5.47352025688749,0.0024515705575264765,-0.030227278806229663,880.7454849767612,880.742903107072,880.7429682566378
nvfp4,blocks.3.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.00029493318813678115,0.00043273030452019073,1.0665237139069935e-05,0.0016760824467640394,0.9999986013905287,55.514092443303355,0.001931309700012207,0.00019380077719688416,0.0009134278516285121,0.001605273224413395,0.0018921232549473643,,1.8120695079123834,0.0011504978930696416,0.06552721698244568,409.5388175271572,409.6275343988491,409.5826007140567
nvfp4,blocks.3.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.0003020512721085093,0.000440579421850214,2.336459036319146e-06,0.0015675853990702,0.9999987720536618,56.09537580631266,0.0019526481628417969,0.00020456314086914062,0.0009089186787605286,0.0016858570743352175,0.0019267243333160877,,1.855803015834681,0.0011926132344291462,0.014355204319144832,485.33007551965665,485.2921423937355,485.3105126500789
nvfp4,blocks.3.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.0028847347806573095,0.0039004052779602334,6.086320352026596e-10,0.0940054262223902,0.9955897658292198,20.536941542808876,0.0859375,0.0022430419921875,0.008056640625,0.01318359375,0.019269943237304688,,108895.09166505068,574.2776108599127,0.022975090018007904,64985.43632477588,65192.24533119192,64801.702022553945
nvfp4,blocks.3.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,9437184,0.003621773141260418,0.00486449382166979,-1.4914921889640375e-06,0.09382779234472978,0.9955955655412065,20.55337003963256,0.0703125,0.0029296875,0.010009765625,0.015625,0.0234375,,34179.339540332556,223.3149174784427,-14.07548622181639,25366.16066983548,25333.795112077147,25238.320432217093
nvfp4,blocks.3.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,9437184,0.003975180212298751,0.005309041686444815,1.4619949211258643e-06,0.09330035388605769,0.9956467753006734,20.6023341796315,0.0703125,0.003173828125,0.0107421875,0.017578125,0.0244140625,,37514.50709662237,265.9957474912415,13.797115077730268,30556.816876925986,30546.120296328096,30418.47071288142
nvfp4,blocks.3.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.0031272509348085242,0.004191558928547682,2.236589345410996e-06,0.09388766668729817,0.995591370557898,20.547829079372608,0.0439453125,0.00244140625,0.008544921875,0.013671875,0.02001953125,,118049.76994384019,663.2138185675221,84.42842074033251,75237.86694191693,75196.20410771319,74885.4286155313
nvfp4,blocks.3.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.00046495519927702844,0.0005686730781640155,0.00010066860704682767,0.0015874220609991636,0.9999987928330955,55.9861517687061,0.001657247543334961,0.0004014745354652405,0.0009363487479276955,0.0012411157367751002,0.001617165864445269,,0.05951426550745964,4.139380093805267e-05,0.012885581701993942,16.426705975316004,16.437342941761017,16.432003761638043
nvfp4,blocks.3.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.00043834347161464393,0.0005314852119839556,2.6426365366205573e-05,0.001528019329205036,0.9999988347959722,56.317423039369,0.0014573335647583008,0.00039668381214141846,0.0009149834513664246,0.001252395915798843,0.001444328809157014,,0.05610796436667442,3.6156995911376666e-05,0.0033825747668743134,15.485835587574392,15.487862467765808,15.486830949172145
nvfp4,blocks.3.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.0035161864039643972,0.004884154468582579,1.9021812088808476e-08,0.09470835442682016,0.9955117710385201,20.472234185207284,0.08203125,0.002593994140625,0.01025390625,0.01611328125,0.0234375,,132731.5922900414,900.4947712792134,0.7180493627820397,100393.27316528177,100226.03208017579,99859.40523708917
nvfp4,blocks.3.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.0031604295425048767,0.004224959835908763,-8.111787960146088e-07,0.09380881305237083,0.9955993501696505,20.555127181199385,0.056640625,0.00244140625,0.0087890625,0.013671875,0.01904296875,,318139.254524313,1796.8685845515347,-81.65593125214218,204187.44456351383,204130.57925386663,203260.57761641446
nvfp4,blocks.3.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.002959607732815412,0.003960536662378418,8.120740657203453e-08,0.09370009924661234,0.9956113400204377,20.565198982194648,0.060546875,0.0023193359375,0.008056640625,0.0126953125,0.0185546875,,297923.86925228673,1578.9894273997825,8.174605205153057,179845.3114504393,179940.34924525017,179103.33563414484
nvfp4,blocks.3.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.0031943309124025554,0.0044131347317085895,8.502791479064799e-07,0.09494542215428252,0.9954972713062156,20.450519403386625,0.083984375,0.00244140625,0.00927734375,0.0146484375,0.02099609375,,321551.8781571285,1960.4940085059006,85.59190154833777,217479.066270129,217881.19264761038,216699.88245461672
nvfp4,blocks.4.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,36864,0.0001263111589948914,0.00022373040027786652,-4.441888994052845e-07,0.0016408280962113399,0.9999986551158874,55.69873832138135,0.003887772560119629,5.014333873987198e-05,0.00046478211879730225,0.0008798352209851146,0.0016117584891617298,,4.656334565187677,0.0018452382846011368,-0.016374579587676408,685.3718909616982,685.3008243816141,685.335435052514
nvfp4,blocks.4.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.0002547624912209538,0.00039348725330863935,-7.793081695813461e-06,0.0016755707306845564,0.9999985967187495,55.51674469232295,0.0019463300704956055,0.00016219913959503174,0.0008797154878266156,0.0016155638732016087,0.001919191563501954,,1.56526074606154,0.0009512891505646222,-0.0478806939390779,338.83402351756837,338.85425192590463,338.84366207716124
nvfp4,blocks.4.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.0002767123216974217,0.00041281232330355117,-6.925629681594122e-07,0.0015191118303521146,0.9999988487623093,56.36820508209737,0.0019516348838806152,0.0001860000193119049,0.0008875088533386588,0.0015933536924421787,0.0019109074492007494,,1.7001205045089591,0.0010470237036827178,-0.004255106876371428,453.70861116592965,453.6419664154455,453.6747652788357
nvfp4,blocks.4.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.0029472065792768526,0.00399807020102506,-1.1566238313174641e-07,0.09373705964574214,0.9956044399616241,20.561773471971613,0.099609375,0.0023193359375,0.00830078125,0.01318359375,0.02001953125,,111253.32309858498,603.3971368046721,-4.366108765971148,68672.14172736074,68597.49500693247,68333.11979874427
nvfp4,blocks.4.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,9437184,0.0037097682776038557,0.004992863574237013,-1.2430796754540434e-06,0.09398876760184242,0.9955830437123737,20.538480898222314,0.12890625,0.0029296875,0.01025390625,0.01611328125,0.0234375,,35009.765833110665,235.25660299203471,-11.73117162392009,26631.149432633207,26631.003840872145,26513.44833525666
nvfp4,blocks.4.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,9437184,0.004071413799584074,0.0054436077841449005,2.953211879424483e-07,0.0937197211537718,0.9956129798264056,20.56338024477046,0.06640625,0.003173828125,0.01123046875,0.017578125,0.025390625,,38422.68116681403,279.65080612993927,2.7870003897114657,31838.610063467902,31899.776136406697,31729.36769687233
nvfp4,blocks.4.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.0031544512198408673,0.004227415415325955,1.1953624789952532e-06,0.09403987815264167,0.9955784158656958,20.533758845231553,0.044921875,0.00244140625,0.0087890625,0.013671875,0.02001953125,,119076.54632265086,674.6092122925734,45.12342264389736,76283.06810201207,76288.7447740442,75948.60183188185
nvfp4,blocks.4.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.000447708138381131,0.0005617237243474751,5.2098315791226923e-05,0.0015062182200378251,0.9999988688882331,56.44224206479538,0.001840353012084961,0.00038374215364456177,0.000930945563595742,0.0014751384733244777,0.0017983183497563004,,0.05730664171278477,4.038829343933417e-05,0.006668584421277046,17.80244732499274,17.805271327495575,17.803839132097437
nvfp4,blocks.4.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.00046573171130148694,0.0005955994059058854,-2.783952368190512e-05,0.0015758909060248352,0.9999987714356627,56.0494770129614,0.0019469857215881348,0.00039555132389068604,0.0010197610827162862,0.0016747117042541504,0.0019243144197389483,,0.05961365904659033,4.54065474963768e-05,-0.0035634590312838554,18.283788239827643,18.277812976390123,18.280777904835134
nvfp4,blocks.4.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.0035816666204415474,0.004987025407262315,1.5096337162695075e-07,0.0949216061566578,0.9954965503334339,20.452698434995366,0.115234375,0.002685546875,0.01025390625,0.0166015625,0.0244140625,,135203.38769506017,938.8270098647351,5.698676461215655,104197.04896035016,104268.64720921686,103763.43457985115
nvfp4,blocks.4.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.003268781349290595,0.004374808817968512,-1.088959071649283e-06,0.09429060267927539,0.9955633059106623,20.5106317672899,0.052734375,0.0025634765625,0.0087890625,0.01416015625,0.02001953125,,329046.30452291854,1926.5900098118275,-109.61820936131699,216696.79132791882,217411.26740915125,216090.73436362913
nvfp4,blocks.4.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.003052489215167098,0.004083452419997314,-6.793059392241433e-07,0.0937338516647831,0.9956039015930577,20.56207073588716,0.0517578125,0.00244140625,0.008544921875,0.01318359375,0.01953125,,307273.62540317327,1678.518551285769,-68.38117483467795,191043.91926917937,190750.62622654176,190058.01347221766
nvfp4,blocks.4.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.0032541701526077674,0.004502828962630289,-4.090171204121189e-07,0.09471572961995421,0.9955108513549059,20.47155781806024,0.0576171875,0.00244140625,0.00927734375,0.0146484375,0.0205078125,,327575.49330632086,2040.9955039349657,-41.173011461112765,227508.60621109247,227101.97161406494,226284.79116061126
nvfp4,blocks.5.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,36864,0.00011014754879508987,0.00020229214496527518,1.746676764103092e-06,0.0016352874745781416,0.9999986638268904,55.72811779403746,0.003664731979370117,4.1715800762176514e-05,0.00043611001456156373,0.0008279186440631747,0.0015356037765741348,,4.060479238782193,0.0015085527336217278,0.06438949223189638,564.12101100037,564.0713629818599,564.0954327147481
nvfp4,blocks.5.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.00023454470688448006,0.0003646564099515406,-5.883426967242163e-06,0.0016144211742508262,0.9999986976802692,55.83966309994325,0.0019431114196777344,0.00014569610357284546,0.0007983476389199495,0.0014536379603669047,0.0019131297012791038,,1.4410426790982456,0.0008169940827263755,-0.03614777528673585,313.46223157121875,313.48740057784795,313.474407577492
nvfp4,blocks.5.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.00026343971866360505,0.0004112983774625402,1.4174143991851906e-07,0.0015588119873688202,0.9999987857216457,56.14412526225575,0.0019503235816955566,0.0001623295247554779,0.0009037882555276155,0.0016706621972844005,0.0019317864207550883,,1.6185736314691894,0.0010393580869835872,0.0008708594068593811,427.73789295973575,427.7681653312782,427.75250946646355
nvfp4,blocks.5.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.0031355313289475484,0.004227276356599534,-2.2454025644949196e-07,0.09391645139400483,0.9955891111576007,20.545166509560723,0.07421875,0.00244140625,0.0087890625,0.013671875,0.02001953125,,118362.34435617017,674.5648311538607,-8.47611086208417,76478.67342422044,76452.54593515984,76128.3272641132
nvfp4,blocks.5.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,9437184,0.0038805757247795548,0.005202633459164337,-7.262191002320605e-07,0.09418007749964294,0.9955659944856626,20.520819130349803,0.072265625,0.003021240234375,0.0107421875,0.0166015625,0.02294921875,,36621.707140678016,255.4399861702619,-6.853463273204397,28798.56149604869,28810.46945699537,28676.7954834369
nvfp4,blocks.5.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,9437184,0.004166952740903189,0.005573371372430533,-8.549483088457796e-08,0.0938721411887139,0.9955942254568723,20.549265518503134,0.078125,0.003265380859375,0.01171875,0.01806640625,0.026594161987304688,,39324.29973520772,293.14223030429696,-0.806830450106645,33266.3336940041,33269.561299110996,33121.3763814054
nvfp4,blocks.5.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.003298371676779403,0.004413003720466944,3.3222070263787262e-06,0.09397796758787368,0.9955834201535085,20.53947902940154,0.048828125,0.0025634765625,0.00927734375,0.0146484375,0.0205078125,,124509.361656623,735.141603444558,125.40911597611557,83237.4762841344,83212.52979297377,82857.43223683181
nvfp4,blocks.5.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.00041793340642470866,0.0005143947520082512,8.549158519599587e-05,0.0015570000651699122,0.9999988401006453,56.15422738508033,0.0017746686935424805,0.00035022199153900146,0.0009346663719043136,0.0009706896962597966,0.0016727461479604244,,0.05349547602236271,3.386905099438467e-05,0.010942922905087471,13.970944469455745,13.979944050312042,13.975427325358396
nvfp4,blocks.5.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.00042913715878967196,0.0005211655920723412,-1.275150862056762e-05,0.0015835288307953668,0.9999987462774534,56.007480503228784,0.0009759068489074707,0.0004013627767562866,0.0009051606175489724,0.0009646029211580753,0.0009752785554155707,,0.05492955632507801,3.476653751809458e-05,-0.0016321931034326553,13.86466851766523,13.86432994902134,13.864481850074526
nvfp4,blocks.5.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.003618543767488997,0.005036205175616054,3.054570520996977e-07,0.09477700478180683,0.995504303086888,20.46594040677914,0.08984375,0.002685546875,0.0107421875,0.0166015625,0.0244140625,,136595.45338338753,957.434877761258,11.530617619049735,106586.76586886024,106351.37927575829,105990.35513342863
nvfp4,blocks.5.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.00335868551067095,0.0044923488982145385,-3.994130218019385e-07,0.09414449111726698,0.9955660696177387,20.524101754554223,0.07421875,0.002685546875,0.00927734375,0.0146484375,0.02001953125,,338096.353731581,2031.5059706509714,-40.20623123990299,229207.2119715372,228949.2020259318,228062.45401340903
nvfp4,blocks.5.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.0031539061457985396,0.004223889577334048,3.935567308059321e-07,0.09394125502773679,0.9955867920184822,20.542872841330926,0.048828125,0.00244140625,0.0087890625,0.013671875,0.01953125,,317482.58791073755,1795.9583413751782,39.61671768590986,203508.96369577677,203440.49681865593,202576.75108652876
nvfp4,blocks.5.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.0033173847010804815,0.004587286470141285,-6.41083866336881e-07,0.09470389942212408,0.9955108170800916,20.47264277206846,0.068359375,0.00244140625,0.009765625,0.01513671875,0.021484375,,333938.878110736,2118.2775844169987,-64.53361499789389,236182.19134044668,235601.0493766205,234832.48156632512
nvfp4,blocks.6.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,36864,9.648471043240395e-05,0.00018203782715213768,-7.296220396603745e-07,0.0016379266067679502,0.9999986588387196,55.714111245526645,0.0037391185760498047,3.604590892791748e-05,0.0003995231236331165,0.0007800339953973889,0.0014050574973225594,,3.5568123653801393,0.0012215907722381066,-0.026896786870040046,455.3411163909159,455.31988496018835,455.329889880166
nvfp4,blocks.6.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.00018924058570154076,0.0003354168182728151,-8.130078147372544e-07,0.001625677999817865,0.9999986796297283,55.77930943007631,0.0019490718841552734,9.902939200401306e-05,0.0007296894909814,0.0015666810795664787,0.0019304227316752076,,1.1626941585502664,0.0006912272915267092,-0.004995120013745691,261.5482508426287,261.5714757359598,261.5595176756485
nvfp4,blocks.6.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.00023662259160950327,0.0003947225272842718,-1.7778123832338604e-06,0.0015536556202161717,0.9999987930786027,56.17290479196831,0.0019488930702209473,0.0001234970986843109,0.0008747520041652024,0.0017046958673745394,0.0019222324481233954,,1.4538092028487881,0.0009572712870646745,-0.010922879282588838,396.5751633869045,396.57587894782597,396.5750425317217
nvfp4,blocks.6.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.003124306609746782,0.004248752574069203,5.977969169278385e-07,0.09420038571173729,0.9955688825154766,20.51894637893308,0.1640625,0.00244140625,0.0087890625,0.01416015625,0.0205078125,,117938.6253943863,681.4363483465303,22.566077998722903,76792.69927067397,76968.92287371814,76540.09289802279
nvfp4,blocks.6.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,9437184,0.0039074457240402755,0.0052666112585595115,-2.633829039607368e-06,0.09419852571415749,0.9955625665090393,20.51911788452813,0.08984375,0.0029296875,0.0107421875,0.017578125,0.02490234375,,36875.2842677813,261.761004825815,-24.85592927131802,29499.641460321374,29489.440224241,29363.66033986828
nvfp4,blocks.6.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,9437184,0.004274094887657858,0.005716104152972893,-2.305894357762517e-06,0.0937818574424213,0.9955997168502054,20.557623397606548,0.056640625,0.00341796875,0.01171875,0.0185546875,0.027082443237304688,,40335.41988828653,308.3491031789921,-21.7611493387667,35059.444400800094,35011.70885280939,34881.40207521524
nvfp4,blocks.6.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.0032938048588495605,0.004417318266202924,5.843412877729665e-07,0.09430954979673294,0.9955591833537096,20.508886566455345,0.05859375,0.0025634765625,0.009033203125,0.01416015625,0.0205078125,,124336.97005222933,736.5797860474672,22.05814500604174,82814.89450971784,83021.96422562329,82550.13947464683
nvfp4,blocks.6.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.0005048380735388491,0.0006117257621241425,-7.823520718375221e-06,0.0014939370241397007,0.9999988852894623,56.51335419023937,0.0018549561500549316,0.0004601776599884033,0.0009701535454951227,0.0017059736419469118,0.0018536163261160254,,0.06461927341297269,4.7898676229934456e-05,-0.0010014106519520283,21.461443536212983,21.459280730225146,21.46033818388095
nvfp4,blocks.6.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.0005009649757994339,0.0006101973014374988,-5.096851964481175e-06,0.001509628456464258,0.9999988614229052,56.42259852648462,0.0015967488288879395,0.0004391968250274658,0.0009698927169665694,0.0015251412987709045,0.0015902994200587273,,0.06412351690232754,4.7659615575245534e-05,-0.0006523970514535904,20.91271349439484,20.910879040369764,20.911772437574513
nvfp4,blocks.6.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.003699849170685104,0.0051572095091502144,-1.2670299831448368e-06,0.09512877490227145,0.9954788444925057,20.433761923912712,0.12109375,0.002685546875,0.0107421875,0.017578125,0.02490234375,,139664.62958401092,1003.9959561601792,-47.8287803378189,110945.10767142204,111107.97120676827,110524.54146101506
nvfp4,blocks.6.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.003399128315697669,0.004541702632022164,-2.1343743915816735e-07,0.09417182152741632,0.9955675041514355,20.52158058233443,0.048828125,0.002685546875,0.00927734375,0.0146484375,0.020734786987304688,,342167.4597850559,2076.388128017179,-21.48531611546059,234135.13782411825,234304.68731258065,233181.71850434085
nvfp4,blocks.6.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.0032152763921168156,0.0043059425870668995,-7.057754936601606e-07,0.09393305387466011,0.9955855692737776,20.543631160134495,0.05078125,0.00250244140625,0.0087890625,0.01416015625,0.01904296875,,323660.31918146706,1866.412421345887,-71.04568742785887,211529.39736805632,211247.37439984485,210455.17967327766
nvfp4,blocks.6.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.0033568280260381604,0.004653099236103729,-5.766925662395353e-07,0.09486241893237847,0.995501867270289,20.458116106103347,0.068359375,0.00244140625,0.009765625,0.015625,0.021484375,,337909.37320617505,2179.494492345513,-58.051774496369944,242196.23435526626,242332.67973607732,241174.70979949908
nvfp4,blocks.7.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,36864,9.680284879462795e-05,0.00018501779164512157,-4.6163717058887875e-07,0.0016551945359496916,0.999998630164661,55.62301912024922,0.004467010498046875,3.46209853887558e-05,0.0004025137168355286,0.0007822547340765595,0.0014867037534713745,,3.5685402179651646,0.0012619130840151598,-0.017017792656588426,460.6078713155083,460.6069664322297,460.606787917327
nvfp4,blocks.7.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.00020874375034181844,0.000348671383578832,-4.617928867300947e-06,0.001639091727160103,0.9999986570067949,55.707934833595736,0.001937568187713623,0.00011620856821537018,0.000758051872253418,0.0015498609282076359,0.0019106175750494003,,1.2825216021001324,0.0007469367320173178,-0.028372554960697016,278.02080761318246,278.0340957875799,278.0270782320152
nvfp4,blocks.7.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.00021922372002336488,0.0003877086755989785,-9.770363173326284e-07,0.0015631460735478992,0.9999987787300517,56.12000871893069,0.0019507408142089844,0.00010571256279945374,0.0008748651016503572,0.0017105973092839122,0.0019216275541111827,,1.3469105358235538,0.0009235538972756826,-0.0060029111336916685,377.9750361202064,377.99663040485507,377.98537148558205
nvfp4,blocks.7.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.0032685794572023235,0.004416491838578699,8.448805025981468e-07,0.09392937017381334,0.9955867575407714,20.543971794715155,0.1171875,0.002471923828125,0.009033203125,0.0146484375,0.021711349487304688,,123384.74302495382,736.3042012229652,31.893171044124756,83455.40286693415,83380.543094775,83049.82088024309
nvfp4,blocks.7.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,9437184,0.004054923518658894,0.005443447299810916,4.1253411322920526e-06,0.09436061597337887,0.9955555547228998,20.5041846552273,0.068359375,0.003173828125,0.01123046875,0.017578125,0.025390625,,38267.059351511416,279.63431746521667,38.93160332820844,31405.73296253858,31497.10979180038,31311.60421843687
nvfp4,blocks.7.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,9437184,0.004358988643451647,0.005833629116709974,8.939444877089888e-08,0.09378258150316356,0.9956028925085997,20.55755633679551,0.078125,0.00341796875,0.01220703125,0.0185546875,0.0263671875,,41136.57788216359,321.1589667173827,0.8436318616295466,36515.36832358183,36523.225032019196,36358.71719444182
nvfp4,blocks.7.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.003363640090897201,0.0045023070493173615,2.3048909543246323e-06,0.09420476539855277,0.9955609927865601,20.518542552645833,0.05078125,0.002685546875,0.00927734375,0.0146484375,0.0205078125,,126973.16179029444,765.1958986773429,87.00672014358861,86223.74639336499,86152.9564987151,85805.75349670136
nvfp4,blocks.7.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.00048827825230546296,0.0005772187680348559,-5.676396540366113e-05,0.0014179938122262823,0.9999990106365514,56.966513286046975,0.0016902685165405273,0.0004412829875946045,0.000951625406742096,0.0012695256154984236,0.0016398390289396048,,0.06249961629509926,4.264723278997462e-05,-0.007265787571668625,21.210074080134603,21.2024467587471,21.206239095824458
nvfp4,blocks.7.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.0004875340273429174,0.0005771805005764657,8.266703298431821e-05,0.0014447534416129103,0.9999989855791561,56.80412524615402,0.0019229650497436523,0.0005054473876953125,0.000938020646572113,0.0010627801530063152,0.0018180032493546605,,0.06240435549989343,4.264157827144955e-05,0.010581380221992731,20.428938229123595,20.438777790404856,20.43383668897509
nvfp4,blocks.7.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.0037976116219903483,0.005269098220696783,-6.344813616688245e-07,0.09487594698103809,0.9954979066008989,20.456877525415575,0.10546875,0.002838134765625,0.01123046875,0.017578125,0.0244140625,,143355.03854904545,1048.0331083078433,-23.950869418556977,116429.42567206528,116355.96467886462,115868.67862131105
nvfp4,blocks.7.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.0034846711830660176,0.004653564765541835,3.401705458205261e-07,0.09424601642987962,0.9955548768774308,20.514739947978367,0.05078125,0.002685546875,0.009765625,0.01513671875,0.0205078125,,350778.48676364473,2179.930618699053,34.24268834441318,245423.7943569562,244930.03043465456,244086.94708645588
nvfp4,blocks.7.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.0033252548969594526,0.004454047643445215,-1.4593325549784424e-07,0.09418779766219128,0.9955657587070031,20.520107156719874,0.076171875,0.00262451171875,0.00927734375,0.0146484375,0.0205078125,,334731.1179680789,1997.0128655078313,-14.690122494423122,225108.33639254287,225248.55697542295,224179.94025122898
nvfp4,blocks.7.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.003418647744922952,0.0047343767304457015,4.908132270405938e-07,0.0946070626611948,0.9955196048057636,20.48152882369953,0.0703125,0.0025634765625,0.010009765625,0.015625,0.02197265625,,344132.3498669116,2256.2996333842843,49.40687715430249,252086.53871274716,251404.7942248645,250617.51665211376
nvfp4,blocks.8.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,36864,0.0001078627732692097,0.0002003055861110064,6.626185646470735e-08,0.0016593913965714988,0.9999986236444903,55.60102331841432,0.006514072418212891,4.2246654629707336e-05,0.00042880390537902713,0.0008013417245820165,0.0014748156536370516,,3.9762532737961465,0.001479069493024621,0.002442677076714972,537.1442255845575,537.1744467754493,537.1585966452569
nvfp4,blocks.8.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.00019910040569529977,0.0003405670868578702,3.863118385183384e-06,0.0016436760641960703,0.999998649342449,55.683675383050605,0.001946568489074707,0.00010353326797485352,0.0007480531930923462,0.0015145299257710576,0.0019055141601711512,,1.2232728925919218,0.0007126176193588599,0.02373499935856671,263.7692073908553,263.77847262479725,263.7734836990166
nvfp4,blocks.8.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.00020751832375154322,0.0003685871555307596,4.6741020417092233e-07,0.001489468651262259,0.9999988912521129,56.53937265833876,0.0019435286521911621,9.67271625995636e-05,0.000859524414408952,0.001641595852561295,0.001928158337250352,,1.2749925811294816,0.000834702282069543,0.002871768294426147,376.24337950977633,376.21848580958255,376.23051530853843
nvfp4,blocks.8.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.003384680583198348,0.004566495455962351,6.77764889749193e-07,0.09395477934447014,0.9955827901397951,20.541622461319754,0.099609375,0.0025634765625,0.00927734375,0.01513671875,0.021484375,,127767.41377948047,787.1698902457439,25.584767893211392,89172.4542804218,89017.6099720074,88701.44718109173
nvfp4,blocks.8.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,9437184,0.004149484020498564,0.00556620168533274,-1.8239261346608076e-06,0.09432884568534253,0.9955563401936431,20.507109600964437,0.0859375,0.0031890869140625,0.01171875,0.01806640625,0.025390625,,39159.44420650472,292.38850834001755,-17.21272653520282,32860.280004765744,32930.38308638777,32749.137291406747
nvfp4,blocks.8.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,9437184,0.004494551459846851,0.006014613168810201,4.574892611855816e-07,0.09390241128207194,0.9955890452581211,20.546465110364117,0.0703125,0.0035400390625,0.01220703125,0.01904296875,0.02734375,,42415.90912404335,341.3955252152706,4.317410335832392,38717.23508058962,38677.678513723426,38526.759034548886
nvfp4,blocks.8.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.003413139218554821,0.004567653153938316,2.0624803595224264e-06,0.0941297086810155,0.9955667259402944,20.525465707876172,0.060546875,0.002685546875,0.00927734375,0.01513671875,0.0205078125,,128841.69129247224,787.5690674767267,77.85602659679716,88886.38037709222,88751.68492586666,88425.24811774108
nvfp4,blocks.8.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.0005892401404707925,0.0007442581795449845,6.3519257309963e-05,0.0017289346869463252,0.9999985072640474,55.2444282505952,0.001918017864227295,0.0005081146955490112,0.0015485913027077913,0.001879745745100081,0.001913627376779914,,0.07542273798026145,7.090179044091065e-05,0.008130464935675263,23.719199469455006,23.722031984478235,23.720580276071402
nvfp4,blocks.8.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.0005487588205141947,0.0007205598343639902,4.510700819082558e-06,0.0017039875668430722,0.9999985483117774,55.37067156780827,0.0019031763076782227,0.0004564225673675537,0.001642832183279097,0.001879904535599053,0.0019024118082597852,,0.07024112902581692,6.64584287870286e-05,0.0005773697048425674,22.888494421895498,22.887781739234924,22.888104851350818
nvfp4,blocks.8.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.003885689728619952,0.005393932559343317,5.995389992228092e-07,0.09488777034764706,0.9954942710431565,20.455795164054887,0.16796875,0.0029296875,0.01123046875,0.018384933471679688,0.025390625,,146679.87574358622,1098.2809187078972,22.63183940336603,121981.2149662591,121745.76299238665,121314.34851996893
nvfp4,blocks.8.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.0035746480095181572,0.004777234477793547,-6.180773171329928e-07,0.09435652302159576,0.9955473746672375,20.504561419390605,0.0439453125,0.0028228759765625,0.009765625,0.01513671875,0.021484375,,359835.8506779371,2297.334646501446,-62.21769992544432,258036.0613605837,257911.14277455374,256824.93474431802
nvfp4,blocks.8.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.003430981299276862,0.004601220576228137,2.6851620440491417e-07,0.09437852847566913,0.9955517661706355,20.502535966832994,0.056640625,0.002685546875,0.00927734375,0.0146484375,0.020734786987304688,,345373.88609957136,2131.165871809336,27.02972616480838,239260.41379343867,239780.28384023358,238454.76588093146
nvfp4,blocks.8.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.003518133741897986,0.004875509664560369,-5.323483204011962e-07,0.09497201919921673,0.995491932088212,20.448086567341015,0.076171875,0.002685546875,0.01025390625,0.01611328125,0.022687911987304688,,354146.93822826457,2392.8263891644788,-53.587936551648454,265289.36877213017,265489.8363758303,264193.189379398
nvfp4,blocks.9.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,36864,0.0001469583748975446,0.0002645627732743028,-1.5866361985484979e-06,0.0016547229485089853,0.9999986334611738,55.62549420097955,0.006990194320678711,5.4438598453998566e-05,0.0005941805429756641,0.00093521096277982,0.0017935801297426224,,5.4174735322230845,0.002580238946399484,-0.05848975682329183,942.3437323039925,942.2074650895361,942.2743085772911
nvfp4,blocks.9.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.00021959174275136087,0.00036965313008285183,3.5257799244625687e-06,0.001692947208031022,0.9999985691899851,55.42713168977981,0.0019510984420776367,0.00010883063077926636,0.0008375332108698785,0.0016426016809418797,0.0019153853645548224,,1.3491716674643612,0.0008395372743478257,0.021662391855898022,292.92278323883124,292.88285564094224,292.90239967124955
nvfp4,blocks.9.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.0002115503795767637,0.0003775611432572362,-2.4040155969610546e-06,0.0015488276396008575,0.9999988011240694,56.199938195302636,0.0019530653953552246,9.585730731487274e-05,0.0008827553247101605,0.0016266220482066274,0.0019046652596443892,,1.2997655321196362,0.0008758420494195378,-0.01477027182772872,365.10653926979865,365.08126342697085,365.09346342736006
nvfp4,blocks.9.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.0034531566010064674,0.004662040478473619,4.7633166740729875e-07,0.09426459670527228,0.995557095968876,20.51302772372378,0.203125,0.002685546875,0.009521484375,0.01513671875,0.021484375,,130352.29689805047,820.4544861539979,17.980918361397926,92333.06801440413,92333.19539410458,91922.90446117736
nvfp4,blocks.9.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,9437184,0.004205329816019338,0.005648211944612057,-1.0739113936337568e-06,0.09408111254723735,0.995572230652755,20.52995111059063,0.0859375,0.003265380859375,0.01171875,0.0185546875,0.0263671875,,39686.47125446064,301.0678578650283,-10.13469942141819,34014.14067929449,33979.22303608246,33846.14792875596
nvfp4,blocks.9.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,9437184,0.004588837389277071,0.0061438829672161265,-2.002430286230434e-06,0.09397512789071201,0.9955841611872775,20.539741491651405,0.078125,0.003570556640625,0.0126953125,0.01953125,0.0283203125,,43305.70278868734,356.228195925241,-18.89730305832927,40336.89277158956,40333.653935898095,40157.15925578121
nvfp4,blocks.9.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.003431259949862867,0.004591615099624263,6.02236003606328e-07,0.09437888006626874,0.9955456097439318,20.502503609139914,0.0537109375,0.002685546875,0.009521484375,0.01513671875,0.02001953125,,129525.72599474661,795.853929349394,22.733647909830324,89347.77168536483,89319.02239324944,88935.47007463244
nvfp4,blocks.9.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.0006465206679422408,0.0008116418217992827,4.93596016895026e-05,0.001840653331490455,0.9999983148747893,54.700559975685366,0.0019272565841674805,0.0005184412002563477,0.001702621579170227,0.0018582685152068734,0.0019201486138626933,,0.08275464549660683,8.43215932023883e-05,0.006318029016256332,24.888275253199208,24.89482481777668,24.891507874691342
nvfp4,blocks.9.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.0005892347789995256,0.0007519341272821036,-2.462640532030491e-05,0.00171763847403022,0.9999985278170845,55.30136481074818,0.0018969178199768066,0.0004605799913406372,0.001639011548832059,0.001789446105249226,0.0018853209912776947,,0.07542205171193928,7.237183126675185e-05,-0.0031521798809990287,24.530479813785746,24.52663346589543,24.528520453924955
nvfp4,blocks.9.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.003967294994127673,0.005500149499726455,-9.77015251922217e-07,0.09493971341697859,0.9954916361917858,20.451041671357316,0.15625,0.0029296875,0.01171875,0.0185546875,0.02573108673095703,,149760.37136744708,1141.9613425264567,-36.88109081278526,126693.86045974179,126600.7624282943,126076.33077275481
nvfp4,blocks.9.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.0035975126619648343,0.004814949926964512,-9.64479190014202e-07,0.09447386017132939,0.9955356451160138,20.493766782987556,0.052734375,0.0028076171875,0.010009765625,0.01513671875,0.02099609375,,362137.48195511405,2333.7519637812775,-97.08765419023985,261475.72430865516,261267.35529829632,260204.66382158513
nvfp4,blocks.9.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.0034993445621834558,0.004696148760125921,-2.9141144949718638e-08,0.09433317829143525,0.9955512325453993,20.506710659645144,0.0546875,0.002716064453125,0.009765625,0.01513671875,0.021484375,,352255.5574690636,2220.009523788428,-2.9334436998524325,249474.3521700229,249541.40042808012,248397.87153715728
nvfp4,blocks.9.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.003577598454840089,0.0049429528802222645,-6.585456222615166e-08,0.09452606601306277,0.9955313472462223,20.48896832406278,0.111328125,0.002685546875,0.01025390625,0.0166015625,0.02294921875,,360132.85222871054,2459.484484959331,-6.629137290321523,275258.61457975477,275123.836683075,273961.4833889352
nvfp4,blocks.10.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,36864,0.00018248172957481082,0.0003477929030039985,-2.9474847404114482e-06,0.001667887760892103,0.9999986090766525,55.55666356395718,0.005532503128051758,5.8214180171489716e-05,0.0008074550423771143,0.001531384652480483,0.0019426997750997543,,6.727006479045826,0.004459065878198429,-0.10865607747052763,1602.9140847708964,1602.9166656870407,1602.9131456960295
nvfp4,blocks.10.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.00024086737498577962,0.00040142275416867626,1.0744945840412967e-05,0.001623313802637551,0.999998689072813,55.79195037266029,0.0019400715827941895,0.00011673197150230408,0.0009077221620827913,0.001626146724447608,0.0018923181341961026,,1.47988915191263,0.0009900455581554617,0.06601694724349727,375.70780471491946,375.62018343704045,375.6634990532009
nvfp4,blocks.10.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.00018842953251170988,0.00032874732196190056,-1.8261016639560996e-06,0.001482289439018571,0.9999989015094087,56.58133971262308,0.0019446015357971191,0.0001025274395942688,0.000714571971911937,0.0015046083135530353,0.001907629193738103,,1.1577110477519454,0.0006640115816271145,-0.011219568623346277,302.2105530453374,302.20129861374335,302.20559382374955
nvfp4,blocks.10.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.0032555188650281518,0.0044229552211946755,-1.0746457504005109e-07,0.09436271927494631,0.9955498245994048,20.503991048588595,0.25,0.00244140625,0.00927734375,0.0146484375,0.02099609375,,122891.72217896733,738.4608895065985,-4.056651872539078,82932.85261648246,83003.50880108488,82598.95026403037
nvfp4,blocks.10.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,9437184,0.0041302513119352785,0.005565320037666426,6.737532028338538e-07,0.09446246690164006,0.9955441595512585,20.494814338900085,0.099609375,0.003173828125,0.01171875,0.01806640625,0.025390625,,38977.94159697462,292.2958910598549,6.3583329457324,32757.001772448246,32831.83484046068,32648.270360924536
nvfp4,blocks.10.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,9437184,0.004496800889748469,0.00602232451608149,8.057518149562965e-07,0.0941465688804954,0.9955694766784455,20.52391005961027,0.064453125,0.0035400390625,0.0126953125,0.01953125,0.02734375,,42437.13740792002,342.27149413334683,7.604028136076522,38615.50659153954,38636.89064688841,38455.062872147304
nvfp4,blocks.10.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.0032045286001789386,0.004300442407605087,1.679139001617116e-06,0.09448496348947948,0.995536099662192,20.49274600825674,0.115234375,0.00244140625,0.0087890625,0.01416015625,0.01953125,,120966.90413260431,698.1177588481959,63.38537487934809,78199.37583068149,78192.4685573671,77846.8633146002
nvfp4,blocks.10.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.000651834299787879,0.0008319965408628644,8.493463974446058e-05,0.0016344839437732227,0.9999986806268406,55.73238682641914,0.0019415616989135742,0.0004801750183105469,0.001721721957437694,0.0018976677674800158,0.0019375118426978588,,0.08343479037284851,8.860393523299481e-05,0.010871633887290955,33.165892871997634,33.17781837657094,33.17181132231667
nvfp4,blocks.10.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.0006261349772103131,0.000818330473082651,3.0225870432332158e-05,0.0016306075540331309,0.9999986706568484,55.75301100146501,0.0019224882125854492,0.00047867000102996826,0.0017917484510689974,0.0018987205112352967,0.0019214890198782086,,0.08014527708292007,8.571708968648645e-05,0.0038689114153385162,32.238031652779966,32.2388496696949,32.23839780269259
nvfp4,blocks.10.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.0038321644503846283,0.0053177843136421165,-1.7293566157451182e-07,0.0948172796060717,0.9955000327934265,20.46225018283438,0.15625,0.0029296875,0.01123046875,0.017578125,0.0244140625,,144659.36414615443,1067.4900883011574,-6.528102633761591,118737.76489277718,118443.63848659002,118056.956645533
nvfp4,blocks.10.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.0033388239525752855,0.004474616293914068,8.022544323599973e-07,0.09458099543030545,0.995529391503932,20.48392239012642,0.078125,0.002593994140625,0.00927734375,0.014404296875,0.01953125,,336097.0238299759,2015.499736962912,80.75757539196638,225307.15559318263,225515.54369552742,224403.5997758736
nvfp4,blocks.10.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.0033356052204324567,0.004479537355347259,-7.161857622134798e-07,0.09440249686232391,0.9955494378876036,20.50033037692234,0.0703125,0.0026397705078125,0.00927734375,0.0146484375,0.02001953125,,335773.0156435376,2019.9353584172093,-72.09361937268113,226657.71653624668,227144.58843929583,225891.18480856263
nvfp4,blocks.10.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.0035699021964734116,0.004924891682905079,-3.1341153395597854e-07,0.09464542807847781,0.9955219608605754,20.47800720257105,0.14453125,0.002685546875,0.01025390625,0.0166015625,0.0224609375,,359358.12149465317,2441.543760196531,-31.549038012424717,272561.95327579335,272662.0900417827,271391.24977868976
nvfp4,blocks.11.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,36864,0.00018535476409381932,0.0003409930802682836,-4.085930513990828e-06,0.0016772820533159827,0.9999985933954054,55.50787799774368,0.0038489103317260742,6.0160644352436066e-05,0.0008107585599645972,0.0014160980936139822,0.0019162138924002647,,6.832918023554555,0.004286408815073972,-0.1506237424677579,1523.6365742661217,1523.6071825617478,1523.619735209527
nvfp4,blocks.11.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.00015959339960798977,0.00027630201524725737,-5.112003456394139e-06,0.001588163036918303,0.999998739141754,55.98209832030119,0.0019487738609313965,7.944926619529724e-05,0.0006409750203602016,0.0009789816103875637,0.0018132483819499612,,0.9805418471914891,0.0004690501855008501,-0.03140814923608559,185.96411347186447,185.95494652888874,185.95929547528388
nvfp4,blocks.11.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.00015218361529697097,0.0003235909126605404,5.975208951477147e-06,0.0015442255880891874,0.9999988082913567,56.22578510972227,0.0019526481628417969,5.179271101951599e-05,0.0007302540470845997,0.0016531863948330283,0.0019307390321046114,,0.9350161323845896,0.0006433448678798224,0.036711683797875594,269.7878280404627,269.76836354061135,269.77777411810314
nvfp4,blocks.11.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.0031214534757466653,0.004213026529985493,3.17613852898746e-07,0.09443363235646063,0.9955432011642267,20.497466100160597,0.060546875,0.00244140625,0.0087890625,0.013671875,0.02001953125,,117830.92319224327,670.0246829891769,11.989521483017597,75134.15595069935,75200.25271802174,74832.19199286596
nvfp4,blocks.11.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,9437184,0.0038561066116199224,0.005190086907519527,1.0110784221343632e-06,0.09436594812503049,0.9955525007761103,20.503693844821107,0.0703125,0.0029296875,0.0107421875,0.0166015625,0.02392578125,,36390.78761747375,254.20944529786192,9.541733108111657,28547.03894115091,28604.364607538562,28448.597051695804
nvfp4,blocks.11.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,9437184,0.004362186951889462,0.0058414980799533864,-3.4042284184077065e-06,0.09409564633054496,0.9955749093851352,20.528609405708078,0.07421875,0.00341796875,0.01220703125,0.01904296875,0.02685546875,,41166.76090738,322.02597163376777,-32.12632996254251,36370.715088749224,36400.641156482976,36224.665136799216
nvfp4,blocks.11.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.003271504933745825,0.0043850481530371965,1.2038439815002028e-06,0.09455740774821388,0.995530454175653,20.486088846024156,0.046875,0.0025634765625,0.00927734375,0.01416015625,0.01953125,,123495.17606666865,725.8571307329807,45.44358864284004,81182.05343372177,81217.72051853861,80836.9584107637
nvfp4,blocks.11.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.0007972971470735501,0.0009611524517237891,3.067341822315939e-05,0.0019227152545465182,0.9999981521667138,54.32170056105189,0.0019077062606811523,0.0007295459508895874,0.001757183694280684,0.0018515032716095448,0.0019008935196325183,,0.10205403482541442,0.00011824819653819527,0.003926197532564402,31.98634240417749,31.98841316998005,31.9873186629805
nvfp4,blocks.11.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.0007188249292084947,0.0009089284454420661,-0.00011160910071339458,0.001839279029641638,0.9999983428638357,54.707047613811135,0.001904308795928955,0.000655442476272583,0.001806843327358365,0.0018832129426300526,0.0019017502199858427,,0.09200959093868732,0.00010574731762351755,-0.014285964891314507,31.25893096105786,31.242445826530457,31.250635520135347
nvfp4,blocks.11.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.003543413916503535,0.00494846421731634,-4.3221093204715476e-08,0.09501227154238108,0.9954919383896089,20.444405974442876,0.13671875,0.0025634765625,0.010498046875,0.0166015625,0.0234375,,133759.39647281799,924.364551709962,-1.6315416370161984,102396.20941823462,102623.08073482757,102047.46280067609
nvfp4,blocks.11.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.0036000773097347263,0.004807273777227983,5.832375827959207e-07,0.09432104581134391,0.9955478776681793,20.507827850460835,0.068359375,0.0028228759765625,0.010009765625,0.015625,0.021484375,,362395.64785271045,2326.3168086624014,58.71061743531027,261487.92795879373,260974.21605557366,260067.9136028525
nvfp4,blocks.11.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.003532912251425539,0.004732654739459974,5.007581318217464e-07,0.09432596275290153,0.9955496252789351,20.50737506817649,0.06640625,0.0028076171875,0.009765625,0.01513671875,0.02099609375,,355634.5917072754,2254.6586059528613,50.407964047979476,253406.81964134297,253206.51651325054,252179.33877432032
nvfp4,blocks.11.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.0035277766204091297,0.004883143064934072,6.817127091807238e-07,0.09495728727795333,0.9954935531332343,20.449434014397823,0.0908203125,0.002685546875,0.01025390625,0.01611328125,0.0224609375,,355117.62216212385,2400.3249695525888,68.62344823122112,266203.30579291587,266428.63114586927,265115.80598461634
nvfp4,blocks.12.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,36864,0.00019602861320952878,0.0003551175397633085,2.958098884570721e-06,0.00167152470988221,0.9999986030515902,55.537743978363075,0.0035086870193481445,6.0750171542167664e-05,0.0008297380991280079,0.0014788396656513214,0.0019105321262031794,,7.226398797356069,0.004648862529240699,0.10904735728081505,1663.8765528428667,1663.9051797225352,1663.8885418514365
nvfp4,blocks.12.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.00017619466941017534,0.00030773581784402683,-1.978103129444501e-07,0.001691681746243932,0.999998569363416,55.433626736701946,0.0019379258155822754,9.051337838172913e-05,0.0006778612732887268,0.0014149659546092153,0.0019084808882325888,,1.0825400488561172,0.0005818449935409074,-0.0012153465627307014,203.31525965874948,203.30544108242788,203.31005944809192
nvfp4,blocks.12.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.0001492048338125329,0.000296226782153817,1.9008596693718498e-06,0.0015301297235945808,0.9999988299162652,56.30543496726805,0.0019527673721313477,6.0624442994594574e-05,0.000589780742302537,0.001521192374639213,0.0019141935044899583,,0.9167144989442022,0.0005391378829222192,0.011678881808620645,230.27317320005932,230.25714715661286,230.26489060939463
nvfp4,blocks.12.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.0028870406250514785,0.003934114495099038,-4.79903791510563e-07,0.09387464763099597,0.9955926965370504,20.54903360315391,0.0546875,0.002197265625,0.0081939697265625,0.01318359375,0.01904296875,,108982.13437634325,584.2468832330288,-18.115761531131284,66297.89882653249,66264.49398228957,65989.07296279451
nvfp4,blocks.12.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,9437184,0.0036464140545673005,0.004930846230353891,-2.565522820124282e-06,0.09402521645943122,0.9955821468354805,20.53511316193401,0.095703125,0.0028076171875,0.01025390625,0.01611328125,0.0234375,,34411.880373137654,229.44856243076504,-24.211310909711756,25953.54324482436,25981.434571226244,25852.76462680992
nvfp4,blocks.12.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,9437184,0.004475586116662745,0.006004037842117823,1.9362822071853113e-06,0.09357083541336735,0.9956239480195265,20.577189861293007,0.11328125,0.00341796875,0.01220703125,0.01904296875,0.027797698974609375,,42236.92969079179,340.19604817378865,18.273051465133904,38855.11963853237,38884.05870249448,38699.49114642653
nvfp4,blocks.12.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.0030518183402372862,0.004098160771958607,2.7183724680081443e-07,0.09424933940883425,0.9955588364067594,20.514433701404343,0.056640625,0.00244140625,0.00830078125,0.01318359375,0.0185546875,,115202.2848455755,633.9870658779239,10.261512464450789,71371.32639860877,71381.06758163654,71059.2034571837
nvfp4,blocks.12.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.000862922563101165,0.001028498013012427,-7.670819468330592e-05,0.0016271419659799604,0.9999986828179219,55.77149107584209,0.0019336342811584473,0.0007495284080505371,0.0018450201023370028,0.0019015443976968527,0.0019299554405733943,,0.11045408807694912,0.00013539944483462532,-0.009818648919463158,51.140620279977604,51.128722324967384,51.134603602750076
nvfp4,blocks.12.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.0007765931368339807,0.0009346241690112752,6.332251359708607e-05,0.0015069824622309764,0.9999988696515818,56.43783603666199,0.001952528953552246,0.0006846487522125244,0.0017800361383706331,0.0019018208840861917,0.0019462157506495714,,0.09940392151474953,0.00011181085917440214,0.008105281740427017,49.23427967690966,49.24416261911392,49.2391652425822
nvfp4,blocks.12.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.003609802525192487,0.005029427136890564,4.5762958003500333e-07,0.09486077210416413,0.9955026857433622,20.45826689597827,0.12109375,0.002685546875,0.0107421875,0.0166015625,0.025390625,,136265.48253562453,954.8594609761643,17.274938202532212,106112.4019140044,106201.19720303068,105679.36982802948
nvfp4,blocks.12.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.0034225965915330894,0.0045793092313921235,-6.193879922907364e-07,0.09439099784311673,0.9955479639175201,20.501388455878487,0.0546875,0.002685546875,0.009521484375,0.01513671875,0.0205078125,,344529.85378208646,2110.9166692362714,-62.34963680680812,236924.4793827024,237203.51232518302,236008.53751932457
nvfp4,blocks.12.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.0033904364856874,0.004546134827490309,2.2749733439855874e-07,0.09439494905416473,0.9955460605397541,20.501024871791124,0.076171875,0.0026397705078125,0.00927734375,0.01513671875,0.02099609375,,341292.5115279505,2080.4427521648527,22.9006315117731,233484.60857462726,233613.1511560909,232508.65848927666
nvfp4,blocks.12.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.0033580273574215385,0.004649530052896161,-1.1074442366376842e-07,0.09462891847328943,0.9955222312700212,20.479522469817883,0.060546875,0.00244140625,0.009765625,0.015625,0.021484375,,338030.10185622214,2176.1521902444288,-11.147898699615325,243019.71748968767,242970.02250433742,241906.7939018903
nvfp4,blocks.13.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,36864,0.0002140752612478215,0.00037624468956435383,-1.0352802883183286e-07,0.0016523578123487982,0.9999986348567708,55.63791803738052,0.003743410110473633,6.612017750740051e-05,0.0008601137669757009,0.0014681452885270119,0.0019197631627321243,,7.891670430639692,0.005218470288705097,-0.0038164572548566866,1911.3271059501965,1911.326937328997,1911.3244124044525
nvfp4,blocks.13.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.00016642608580719198,0.00028424850475984044,-4.930328443286669e-07,0.0016527609975635748,0.9999986346629764,55.63579888675506,0.0019404292106628418,8.71904194355011e-05,0.0006376072997227311,0.0009927512146532536,0.0018480322323739529,,1.0225218711993875,0.0004964180733432118,-0.0030291937955553294,181.7303543349397,181.74104157386853,181.73544974536742
nvfp4,blocks.13.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.00015692796970904568,0.000296031693470404,4.0168723087763425e-06,0.001624674377333931,0.9999986847537808,55.78467337428867,0.0019448399543762207,7.573328912258148e-05,0.000541745568625629,0.0014818571507930756,0.0018912284867838025,,0.9641654458923767,0.000538427987183341,0.02467966346512185,203.98346447657067,203.94406332663232,203.96349468760792
nvfp4,blocks.13.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.003097744667529609,0.004205931446973105,5.99878219864162e-07,0.09415088956441467,0.9955654738747564,20.52351144579997,0.09765625,0.00244140625,0.0087890625,0.013671875,0.02001953125,,116935.94564998298,667.7698299758556,22.64464455380221,75331.72948630937,75247.20324929139,74955.58145281245
nvfp4,blocks.13.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,9437184,0.003825799470324625,0.005165700286531035,2.0325707356722629e-07,0.09416109995111917,0.9955683434439696,20.522569537720802,0.0625,0.0029296875,0.0107421875,0.0166015625,0.0244140625,,36104.773548556026,251.8261537727068,1.9181744025554508,28402.579634131456,28421.12451840099,28285.93899937987
nvfp4,blocks.13.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,9437184,0.004452889269597108,0.005976586648895524,1.1535368187459705e-06,0.09344774201256079,0.9956344682917727,20.588623761215562,0.16796875,0.00341796875,0.01220703125,0.01904296875,0.0283203125,,42022.73536881352,337.09232409365035,10.886139209280373,38602.12737789421,38614.43412753055,38439.734590665554
nvfp4,blocks.13.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.0030603155793568694,0.004102473948445518,-6.751869738713204e-07,0.09444609199215584,0.9955410690197096,20.4963201537536,0.091796875,0.00244140625,0.008453369140625,0.01318359375,0.01904296875,,115523.04488182951,635.3222682974824,-25.487454827307374,71223.95617991201,71258.21517128753,70923.42454145104
nvfp4,blocks.13.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.0008533578657079488,0.0009982732838530765,0.00010070836287923157,0.0017510057702212975,0.9999984795894089,55.13424845501709,0.001923978328704834,0.0008414387702941895,0.0017569720512256026,0.001883063348941505,0.0019195424392819405,,0.10922980681061745,0.00012755834230461505,0.012890670448541641,41.6038682312106,41.61695218086243,41.61034642686536
nvfp4,blocks.13.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.0007734354876447469,0.0009466511632467689,3.459423896856606e-05,0.0017164257109572867,0.9999985293050786,55.307499772751854,0.0019333362579345703,0.00064849853515625,0.0017219365108758211,0.0019225223222747445,0.0019327987683936954,,0.0989997424185276,0.00011470699838418696,0.004428062587976456,38.93497433075437,38.9402152299881,38.93753742687204
nvfp4,blocks.13.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.0035182290568108155,0.004910335221311567,7.781583798214931e-07,0.09473404678687554,0.9955118435139703,20.46987820783452,0.076171875,0.0025634765625,0.01025390625,0.0166015625,0.02392578125,,132808.69985308047,910.1745706589277,29.374495246069273,101417.41071240147,101376.41997376172,100941.82805775214
nvfp4,blocks.13.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.003319156164828703,0.004441152154631902,4.611300861454814e-08,0.09439297979804051,0.995548576740579,20.50120607767085,0.09765625,0.0025634765625,0.00927734375,0.01416015625,0.02001953125,,334117.1994903765,1985.4659852349394,4.641887435616809,222834.8223700011,223166.99013195554,222008.17325836082
nvfp4,blocks.13.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.0033216751002015155,0.004454013456391046,-4.31620241966322e-07,0.09410551797551892,0.9955691200320962,20.527698210294545,0.12109375,0.00262451171875,0.00927734375,0.0146484375,0.0205078125,,334370.76382741483,1996.9822094706878,-43.448316176647495,225498.68670854345,225171.08581389324,224336.395156483
nvfp4,blocks.13.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.003258446567024131,0.004503469623622981,2.858733498266724e-07,0.0945061571424892,0.9955296139945545,20.490797919571662,0.0625,0.00244140625,0.00927734375,0.0146484375,0.02099609375,,328005.97127653396,2041.5763295616753,28.776953632113873,228583.7818610808,228030.66092822593,227286.4332298725
nvfp4,blocks.14.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,36864,0.00021758338514210298,0.0003713678724628839,-1.591562758159378e-07,0.0016121856688721147,0.9999987006479226,55.85169887439968,0.0020291805267333984,7.321499288082123e-05,0.0008616609266027808,0.0013016308657824993,0.0018869673367589712,,8.020993909878484,0.005084065260660651,-0.005867136951678731,1956.0547390458814,1955.967580389673,1956.0086176851469
nvfp4,blocks.14.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.0001728393809088217,0.00028513284525417677,3.7377945651025555e-06,0.001687874975465151,0.9999985761242057,55.45319451293361,0.0019527077674865723,9.415484964847565e-05,0.0006449238862842321,0.0009678751812316477,0.0017937642987817526,,1.0619251563038006,0.0004995117431362087,0.0229650098079901,175.33360159329268,175.3210956944817,175.32709888801563
nvfp4,blocks.14.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.000177220497867836,0.0003051214474462622,5.301499676590993e-06,0.001671855428535705,0.999998603497446,55.53602560616731,0.0019510984420776367,9.723566472530365e-05,0.0005942286807112396,0.0014006954152137041,0.0018765755230560899,,1.0888427388999844,0.0005720008562178181,0.03257241401297506,204.64410531558516,204.62478980034302,204.634161557536
nvfp4,blocks.14.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.0029393780648651444,0.0040232650427545445,9.023123341532954e-07,0.09418508454187688,0.9955697147362735,20.52035736113732,0.12109375,0.002197265625,0.00830078125,0.01318359375,0.02001953125,,110957.80657478521,611.0260156201971,34.06115009149653,68880.36466453392,69023.2441722608,68646.29141058726
nvfp4,blocks.14.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,9437184,0.00365030915844031,0.0049494416948889924,-6.092172399021736e-07,0.09389054254822593,0.9955940560152763,20.54756302708958,0.072265625,0.0028076171875,0.01025390625,0.01611328125,0.0234375,,34448.63918508636,231.1824425038125,-5.749295188928954,26224.73754874705,26244.963004560093,26119.259055401664
nvfp4,blocks.14.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,9437184,0.00455114814020992,0.006102951750465874,4.0650009863042585e-06,0.09346949826250434,0.9956358622531616,20.586601771306835,0.1171875,0.0035400390625,0.0126953125,0.01953125,0.029296875,,42950.02241041881,351.4975446542637,38.362162267934764,40233.00514630353,40302.43368074368,40091.97064119647
nvfp4,blocks.14.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.002906996997192617,0.003908228509628838,9.756202402128662e-08,0.09437653766170177,0.9955440082373661,20.502719188303704,0.041015625,0.002288818359375,0.008056640625,0.0126953125,0.017578125,,109735.46219981683,576.5836339991001,3.682843088405207,64734.26626932173,64655.50872851565,64406.595681919134
nvfp4,blocks.14.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.0009955905843526125,0.0011381732649979723,3.228033892810345e-05,0.0016680762311082052,0.9999986115739747,55.55568211961138,0.0019153952598571777,0.0010346174240112305,0.0018808424938470125,0.0019046723609790206,0.0019141765078529716,,0.1274355947971344,0.00016581611278798647,0.004131883382797241,59.59295784118156,59.60173416137695,59.597263093222864
nvfp4,blocks.14.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.000931647839024663,0.0010841164804851363,-8.543557487428188e-05,0.0016274717905796492,0.9999986813116073,55.76973060882701,0.0019528865814208984,0.0009039938449859619,0.0018167048692703247,0.001914728432893753,0.0019490562845021486,,0.11925092339515686,0.0001504394935372133,-0.010935753583908081,56.79824589424645,56.78602695465088,56.792061204701895
nvfp4,blocks.14.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.003575268202650181,0.005001487673343863,-1.8343685607169942e-06,0.0948783822755417,0.9955024773952136,20.45665457715001,0.0859375,0.0025634765625,0.010498046875,0.01708984375,0.025390625,,134961.85551103618,944.280061427562,-69.24509452520579,104897.77521944232,105046.21094458015,104499.85305129745
nvfp4,blocks.14.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.0031394508322563314,0.004204411274101562,-8.652671780264787e-07,0.09420860082495935,0.9955601602572021,20.51818892496904,0.080078125,0.00244140625,0.0087890625,0.013671875,0.01904296875,,316027.4684048654,1779.4325487624521,-87.10064606076412,200493.5578959345,200281.4146116837,199497.76997942786
nvfp4,blocks.14.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.003181613190772054,0.004274629589206091,1.0279430038300588e-07,0.09407256534619274,0.9955766204054693,20.53074025323052,0.099609375,0.00244140625,0.0087890625,0.013916015625,0.02001953125,,320271.67038019176,1839.365860876048,10.347613086567435,207846.2278090298,207977.2971948408,206992.07957149728
nvfp4,blocks.14.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.0031249352502359233,0.004326776049513332,2.5507191475663296e-07,0.0944050086862766,0.9955402563474491,20.5000992693127,0.076171875,0.0023193359375,0.00927734375,0.0146484375,0.0205078125,,314566.2820753328,1884.5166566990417,25.67637965643371,211451.0798353782,211072.7681423719,210319.66566052556
nvfp4,blocks.15.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,36864,0.00023555720121504816,0.00040403252821341856,1.4803244917464358e-06,0.001646429671590416,0.9999986446351601,55.669136315045506,0.0019992589950561523,7.850117981433868e-05,0.0008955895900726318,0.0015721842646598816,0.0019158017821609974,,8.683580665591535,0.006017763552013279,0.054570682063740605,2219.978411377165,2219.964936777359,2219.968665195486
nvfp4,blocks.15.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.0001863869919063177,0.00031078220746079394,-3.1778035965620194e-07,0.001653309109368569,0.9999986333706989,55.63291882762919,0.0019446015357971191,0.000102214515209198,0.000664136023260653,0.0013431048719212413,0.0018863072618842125,,1.1451616782724159,0.0005934218064335092,-0.0019524425297277048,217.09778078142267,217.09145545298475,217.09432140630048
nvfp4,blocks.15.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.00017804790044599153,0.0002988657506621273,1.202217071079777e-06,0.0016581308979909818,0.9999986267850766,55.60762375760602,0.0019446015357971191,0.0001012161374092102,0.0005646274075843394,0.001299857278354466,0.0019019298488274217,,1.093926300340172,0.0005487866076293336,0.007386421684714151,199.6024557683619,199.58015203006084,199.59102950590756
nvfp4,blocks.15.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.00294244723461461,0.004016166152408719,3.679414693784972e-07,0.09384045298153207,0.9955951552319978,20.552198089695178,0.12109375,0.002197265625,0.00830078125,0.01318359375,0.0205078125,,111073.66385339697,608.8716559792202,13.889325391020975,69142.57768854566,69082.15932351263,68807.93267803953
nvfp4,blocks.15.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,9437184,0.003686041297690802,0.00499625731847217,-3.8942289600403984e-07,0.09393535269383801,0.99559000076609,20.543418593369886,0.07421875,0.0028076171875,0.01025390625,0.0166015625,0.02392578125,,34785.849957906874,235.57652845059684,-3.675055523402989,26697.701738255164,26719.973312675313,26591.04926123994
nvfp4,blocks.15.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,9437184,0.004509128786609386,0.006074890374440902,-2.12479867013461e-06,0.09291502929354692,0.9956819965940945,20.638280636955283,0.140625,0.00347900390625,0.0126953125,0.01953125,0.029296875,,42553.47803892952,348.27260401106025,-20.05211601301562,40341.066621421436,40313.80657744547,40153.30029742792
nvfp4,blocks.15.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.0027638480663614382,0.00371661395897967,6.169992320292608e-07,0.09448346454927449,0.9955411734524512,20.492883805129264,0.0439453125,0.002197265625,0.007568359375,0.01220703125,0.01708984375,,104331.7710011884,521.4315694238952,23.29094112207531,58409.79768361164,58521.88428407069,58205.12519912922
nvfp4,blocks.15.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.0009237742051482201,0.0010826885134251685,0.00011383090168237686,0.0016349111675821341,0.9999986804084118,55.73011679251397,0.0019508004188537598,0.0008166134357452393,0.0018333643674850464,0.0018860370619222522,0.0019427083898335695,,0.11824309825897217,0.0001500434453891586,0.014570355415344238,56.13435119197026,56.15483093261719,56.144516040571034
nvfp4,blocks.15.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.000873380689881742,0.0010626972979348346,8.822942618280649e-05,0.0016692532685724294,0.999998616792015,55.549555293992874,0.0019401311874389648,0.0007825791835784912,0.001852253102697432,0.0019280010601505637,0.0019388216314837337,,0.11179272830486298,0.00014455367002086383,0.011293366551399231,51.87817044516217,51.892698526382446,51.885362208937295
nvfp4,blocks.15.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.003498285017634273,0.004893702955860842,1.8141765804956554e-06,0.09464789842311322,0.9955196741025757,20.47778049472805,0.080078125,0.0025634765625,0.01025390625,0.0166015625,0.02490234375,,132055.8375834315,904.0191347252172,68.48287279451324,100914.98789442751,100858.5665995259,100434.7676796141
nvfp4,blocks.15.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.0030609687254212876,0.004101032562215793,-7.879269435749162e-07,0.09417594109274369,0.9955648672349572,20.521200624650852,0.080078125,0.00244140625,0.00830078125,0.01318359375,0.0185546875,,308127.2008538258,1693.0024302365964,-79.3153231474571,190887.567612068,190836.99039573915,190015.7777887853
nvfp4,blocks.15.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.0031432731425640598,0.004227694850646209,4.755786448030419e-07,0.0942190255251397,0.9955693893811963,20.51722783664964,0.10546875,0.00244140625,0.0087890625,0.013671875,0.02001953125,,316412.23475877615,1799.1957322319265,47.87331389308747,202675.4733222909,203299.70661630342,202087.9921031812
nvfp4,blocks.15.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.003075270519784168,0.004254099456173527,1.7450333988502814e-07,0.09433979863847268,0.9955484502228391,20.506101101194403,0.0703125,0.0023193359375,0.0087890625,0.01416015625,0.02001953125,,309566.86661310756,1821.7401262481353,17.566081355835195,204689.95685853882,204541.2842801473,203704.750506219
nvfp4,blocks.16.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,36864,0.00022430203869199742,0.00038271179025320406,1.5849404305903449e-06,0.0016348164842767865,0.9999986642434473,55.730619836699056,0.0024323463439941406,7.843226194381714e-05,0.0008700651815161109,0.0014379429630935192,0.001905874814838171,,8.268670354341793,0.005399407941997824,0.05842724403328248,2020.2639984071461,2020.3934393234795,2020.3260191613417
nvfp4,blocks.16.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.0001860233701780345,0.00032142067267020957,-4.168842920056666e-06,0.0016535407198270714,0.9999986345243789,55.631702115054516,0.0019293427467346191,0.00010053813457489014,0.000674674054607749,0.0015144890639930964,0.001896470901556313,,1.142927586373844,0.0006347443127486668,-0.02561337090082816,232.15018272223207,232.12309037092342,232.13631917442137
nvfp4,blocks.16.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.00018311671645498961,0.00029743961388667607,-4.179903230649984e-06,0.0016974934795514864,0.9999985593370387,55.40383770531149,0.002386331558227539,0.00010645389556884766,0.0005984159652143717,0.0011874916963279247,0.0018744103144854307,,1.1250691058994562,0.0005435616700972335,-0.0256813254491135,188.63948186364064,188.6437145634078,188.6413264326892
nvfp4,blocks.16.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.002756598582302224,0.0037694159877106914,-1.08251411633501e-06,0.09403608249640594,0.9955803469031232,20.534109433909215,0.10546875,0.0020751953125,0.0078125,0.0126953125,0.018912315368652344,,104058.11214130092,536.3527979973716,-40.86353959380358,60654.285888959486,60700.079325096274,60409.0062080292
nvfp4,blocks.16.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,9437184,0.0035553569194258505,0.004827775375921647,-8.780849875637357e-07,0.09383568459997312,0.995601560928453,20.552639463185876,0.11328125,0.002685546875,0.010009765625,0.015625,0.02392578125,,33552.557434294926,219.9563646776887,-8.286649595276685,24980.46277346217,25023.22239836963,24891.864403577056
nvfp4,blocks.16.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,9437184,0.004608532929145364,0.006186854681052781,2.595145939637216e-06,0.09333526047260736,0.995644928930408,20.59908512383913,0.107421875,0.003662109375,0.0126953125,0.02001953125,0.0302734375,,43491.573222403764,361.22870425864886,24.4908697392093,41465.86846040476,41478.306272402406,41291.47301427426
nvfp4,blocks.16.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.0026936887461232063,0.0036312416924296747,8.258687115477356e-07,0.09428674914024532,0.9955542309874228,20.510986755992555,0.0625,0.0020751953125,0.00732421875,0.011962890625,0.0166015625,,101683.34534357593,497.751670640579,31.17549996287562,55990.12047242959,55970.242858700454,55731.30583024473
nvfp4,blocks.16.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.000866045113070868,0.0010328234502564274,-9.005471656564623e-05,0.001701995127516244,0.9999985607168396,55.38083375101966,0.0019236207008361816,0.0008788704872131348,0.001787153072655201,0.0019203216070309281,0.0019232119666412473,,0.1108537744730711,0.00013654070776314767,-0.011527003720402718,47.13521851795471,47.1223578453064,47.128719911276676
nvfp4,blocks.16.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.0008659170707687736,0.0010489310463762725,-2.825551200658083e-05,0.0018008015970518373,0.999998381130987,54.890682657013315,0.0019480586051940918,0.0007334053516387939,0.001892685890197754,0.001942894421517849,0.0019474681466817856,,0.11083738505840302,0.00014083281152665883,-0.003616705536842346,43.42822859181783,43.4218544960022,43.42497112750425
nvfp4,blocks.16.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.003553643575777884,0.0049721254633748645,1.2536676542080179e-06,0.09471399773463506,0.9955139399768462,20.47171664175659,0.12109375,0.0026092529296875,0.010498046875,0.0166015625,0.025390625,,134145.55318013535,933.2254451406895,47.32436931043776,104029.91313366019,103997.37750424499,103547.03259638225
nvfp4,blocks.16.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.002964133817180492,0.003972853360787645,1.2526297348505454e-07,0.09427461580046612,0.9955591143565689,20.512104576182722,0.05078125,0.0023193359375,0.00830078125,0.0126953125,0.017805099487304688,,298379.47982244974,1588.8255573839124,12.609383777766197,178766.7212138668,178989.9021496692,178083.89890307607
nvfp4,blocks.16.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.0030636097968368657,0.004115629358772971,5.119741355314131e-07,0.09386833538147837,0.9955942583172868,20.549617672947818,0.09375,0.00244140625,0.008544921875,0.013671875,0.01953125,,308393.0598074893,1705.0756781747482,51.53700394934276,193510.89732755368,193501.25211468554,192653.53688203223
nvfp4,blocks.16.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.002932252180152402,0.004077802890771514,-5.5920182038023354e-08,0.0942952033167539,0.9955529390996318,20.510207974744116,0.060546875,0.002197265625,0.008544921875,0.013671875,0.01953125,,295170.16915732657,1673.8772434912682,-5.629109836867428,188254.08227111492,188143.04273953638,187361.6238835801
nvfp4,blocks.17.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,36864,0.00025780036399553063,0.0004567719122246192,-1.0345570271019788e-06,0.0016728476336207092,0.9999986008323748,55.53087227329481,0.0035742521286010742,7.928162813186646e-05,0.0009748501470312476,0.001761231804266572,0.001934488071128726,,9.503552618331241,0.007691326333648966,-0.03813791024708735,2748.4539553807945,2748.497214723111,2748.471739388786
nvfp4,blocks.17.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.00019238442993059954,0.0003083024967759523,-3.5605817347850177e-06,0.001657107934692298,0.9999986271605312,55.61298406318072,0.0019407868385314941,0.00011213310062885284,0.0007137345382943749,0.001005926402285695,0.0018939594738185406,,1.1820099374936035,0.0005839898389603497,-0.02187621417851915,212.66875912023244,212.6604526900288,212.66431391021115
nvfp4,blocks.17.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.00016327209816443164,0.00028457432212041476,4.186395958190777e-06,0.0016789624204978373,0.9999985909396489,55.49918048763889,0.0019426345825195312,8.780136704444885e-05,0.0004866875824518502,0.0013698618859052658,0.0018828832544386387,,1.003143771122268,0.0004975567553144437,0.025721216767124133,176.50648882595675,176.49603126389076,176.50101126654613
nvfp4,blocks.17.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.002890288521673787,0.00391837210537451,-5.526569269253946e-07,0.0938119144983774,0.995599245789695,20.554840018708482,0.07421875,0.002197265625,0.008056640625,0.01318359375,0.01953125,,109104.73836849407,579.5805013447798,-20.862100433078012,65856.36686572086,65843.76297487173,65560.2746696239
nvfp4,blocks.17.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,9437184,0.003710786013891348,0.005016180717411792,-1.632400264924468e-06,0.09359502720549998,0.9956195433356687,20.57494450271275,0.08203125,0.0029296875,0.01025390625,0.0166015625,0.0234375,,35019.370397719205,237.45907487681274,-15.405261661740951,27107.110226354638,27101.574310662225,26985.612731070025
nvfp4,blocks.17.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,9437184,0.004574541404421737,0.0061464641952221725,-1.287303536551882e-06,0.09315669477030851,0.9956619260717748,20.615718575456697,0.1015625,0.0035400390625,0.0126953125,0.02001953125,0.02880859375,,43170.78894914634,356.52758292747603,-12.148520338290837,41083.26893159338,41101.93103959318,40914.336194129544
nvfp4,blocks.17.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.002722153866475812,0.0036584898182065203,1.318957967857199e-06,0.09429904553302856,0.9955507749261867,20.50985406080734,0.0458984375,0.002105712890625,0.007568359375,0.011962890625,0.01708984375,,102757.86765697467,505.2497594911535,49.78899612373789,56818.72990797294,56733.09118460992,56523.28566654585
nvfp4,blocks.17.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.0009275982156395912,0.001065931830285656,-0.00016100145876407623,0.0017929686129508804,0.9999984265147716,54.92854625941498,0.001944124698638916,0.0008527636528015137,0.0018736631609499454,0.0019407594809308648,0.0019438975723460317,,0.11873257160186768,0.00014543496535246447,-0.020608186721801758,45.24008973953777,45.21639633178711,45.228170318179764
nvfp4,blocks.17.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.0007949596038088202,0.0009612963552274953,9.739224333316088e-05,0.0016926939539378591,0.9999985809345475,55.42843114060904,0.0019063353538513184,0.0006858110427856445,0.0017403990495949984,0.0018378138775005937,0.0018980010645464063,,0.10175482928752899,0.00011828360736942933,0.012466207146644592,41.28266021765892,41.29613208770752,41.289337010879535
nvfp4,blocks.17.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.0034362314783461176,0.004818899973305612,-2.173405430057186e-07,0.09478696166263545,0.9955111100911475,20.46502795100267,0.125,0.00244140625,0.010009765625,0.01611328125,0.02392578125,,129713.39491097731,876.593482614014,-8.204330780019518,97566.56889201212,97703.47023405696,97196.72282172753
nvfp4,blocks.17.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.003018569845567883,0.004046668583353968,-5.924765801096108e-07,0.09432636392828099,0.995551238105549,20.50733812651632,0.064453125,0.00238037109375,0.00830078125,0.01318359375,0.0185546875,,303859.1898610741,1648.4144836576647,-59.64064535664147,185267.92370687664,185265.38738619827,184442.44830470864
nvfp4,blocks.17.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.0031497664256367277,0.004234525600774638,1.2117523946343922e-06,0.09412416582615366,0.9955724244916306,20.525977194035484,0.06640625,0.00244140625,0.0087890625,0.013671875,0.01953125,,317065.8700347319,1805.0144042820484,121.97898997979064,203740.98028003587,203925.23480785184,202930.60034180284
nvfp4,blocks.17.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.002966623655830158,0.004145201900508415,-1.1547715878134901e-07,0.09455712541533426,0.9955321446373331,20.486114780701858,0.060546875,0.002197265625,0.0087890625,0.013671875,0.01953125,,298630.1151874333,1729.6670949784343,-11.624311415645934,193452.34635740492,193669.9066976818,192696.2929800541
nvfp4,blocks.18.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,36864,0.0002647683043413686,0.00047349048450596787,7.3462727436986635e-06,0.0016486980987679837,0.9999986409032535,55.65717725755086,0.003582477569580078,7.949583232402802e-05,0.001132663106545806,0.0017912725452333689,0.001939608482643962,,9.76041877124021,0.008264659559461953,0.27081299842370754,3040.4838044884727,3040.4529706114963,3040.464255220205
nvfp4,blocks.18.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.00016092741951467815,0.00026193940666493094,2.604260738318468e-06,0.0016165504824327702,0.999998693420117,55.828214569583594,0.0019509196281433105,8.89655202627182e-05,0.0006064341869205236,0.0009196611936204135,0.0016646564472466707,,0.9887380654981826,0.00042155368098186884,0.01600057797622867,161.31484784701573,161.31158785467832,161.31300707400655
nvfp4,blocks.18.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.00017724447568904603,0.00027819801932693047,3.0371792737090195e-06,0.0016514204655964726,0.9999986367375654,55.6428467523104,0.0019508004188537598,0.00011050328612327576,0.0005204383633099496,0.0009665903053246439,0.0017923138802871108,,1.0889900586334988,0.0004755095836104325,0.018660429457668215,174.3588313763219,174.34935309215325,174.35385447944577
nvfp4,blocks.18.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.0030972095217714855,0.0041986700741950675,3.1777412511804617e-07,0.0939455997557305,0.9955846451852045,20.542471133314567,0.09765625,0.00244140625,0.0087890625,0.01416015625,0.0205078125,,116915.74457403805,665.4660644541655,11.995571556712093,75400.2918337232,75309.9276884835,75022.37672887626
nvfp4,blocks.18.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,9437184,0.003821230197518777,0.005179024466700513,1.9641293186785833e-07,0.09368155215814687,0.9956127615070256,20.56691844579033,0.091796875,0.0029296875,0.0107421875,0.01708984375,0.0244140625,,36061.65248034104,253.1269278067776,1.8535849780164426,28842.32011759632,28853.614922765875,28721.404056277708
nvfp4,blocks.18.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,9437184,0.00462667080568553,0.00620492446252737,-2.430166563846845e-06,0.09299303936982796,0.9956726190711747,20.6309911528799,0.1171875,0.003662109375,0.0126953125,0.0205078125,0.029296875,,43662.74370068259,363.34184774608894,-22.933929013670422,42015.98367984841,41939.441843030276,41796.0418375663
nvfp4,blocks.18.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.0027307048107561203,0.0036774745092538405,-2.4188635353953694e-09,0.09440455809863334,0.9955461454986663,20.50014072647621,0.05859375,0.00213623046875,0.007568359375,0.01171875,0.0166015625,,103080.65499516274,510.50706431757396,-0.09130904101766646,57281.690816983166,57336.758166332496,57053.97095949904
nvfp4,blocks.18.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.001024782657623291,0.001160640567863206,8.717644959688187e-06,0.0017069710758183202,0.9999985437612243,55.35547675660308,0.0019141435623168945,0.0010285675525665283,0.0018612652784213424,0.0018987733637914062,0.0019125614780932665,,0.13117218017578125,0.00017242707555453762,0.0011158585548400879,59.17702635520847,59.18107986450195,59.178966896317434
nvfp4,blocks.18.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.0010057016042992473,0.0011578752950739608,0.00016075919847935438,0.0017371566221805494,0.9999985305448479,55.20322047524556,0.0019458532333374023,0.0009359568357467651,0.0018496931297704577,0.0019281054846942425,0.0019443922210484743,,0.12872980535030365,0.00017160642546465432,0.02057717740535736,56.86638128703289,56.89814591407776,56.88217779734259
nvfp4,blocks.18.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.003534218591866859,0.004964192627725224,-4.0324038765316334e-07,0.09480032656174044,0.9955032554107952,20.463803332623147,0.12890625,0.002532958984375,0.01025390625,0.0166015625,0.02490234375,,133412.2845906738,930.2499697893707,-15.221814938056923,103509.44925985654,103348.57325326785,102963.88627166754
nvfp4,blocks.18.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.002936108568046386,0.003933455112961889,-1.0146139024593138e-06,0.09405559257196036,0.9955753651781516,20.532307521478565,0.080078125,0.0022735595703125,0.008056640625,0.0126953125,0.017805099487304688,,295558.3658733895,1557.4694741313938,-102.13437958897703,176055.78315885834,175939.4425735399,175218.87812913343
nvfp4,blocks.18.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.0031089645957994446,0.004174211055152126,2.5534281437940824e-07,0.09394050756693695,0.9955883868462793,20.542941952477495,0.16796875,0.00244140625,0.0087890625,0.013671875,0.01904296875,,312958.62336047983,1753.9610879601987,25.703649305347426,198753.20904893236,198823.557208133,197911.4025845526
nvfp4,blocks.18.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.002981350848979805,0.004148248226648277,-4.7341076239498445e-07,0.0946080077875139,0.9955256484274083,20.481442051933602,0.072265625,0.002197265625,0.0087890625,0.01416015625,0.0205078125,,300112.6029907054,1732.2103082471865,-47.65508770455199,193528.45250584013,193611.7528279363,192703.99751276456
nvfp4,blocks.19.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,36864,0.0002843098358472382,0.0005095204142441667,-3.026429383064707e-06,0.001698388359034312,0.9999985580286497,55.399259910808276,0.00383913516998291,7.957033812999725e-05,0.0012899739667773247,0.001823758939281106,0.001945988740772009,,10.48079778867259,0.009570301840522957,-0.11156629277729735,3317.8108756490255,3317.6411726566557,3317.7212390019204
nvfp4,blocks.19.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.0001867239426323053,0.00034083682151962665,4.349006962852305e-06,0.0016542904435723974,0.9999986337597914,55.62776478119389,0.0032786130905151367,8.814968168735504e-05,0.0007671163766644895,0.0015571929980069399,0.0019113327143713832,,1.1472319035328837,0.0007137468758237297,0.026720298779764562,260.8078736682095,260.84095987059743,260.82405989596555
nvfp4,blocks.19.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.00017676827291272326,0.00027411300395127885,-4.898874588506648e-06,0.0016801561292619964,0.9999985889890575,55.493007187787555,0.001918494701385498,0.00011557154357433319,0.0004868008254561573,0.0009411515202373266,0.0018071767408400774,,1.0860642687757718,0.00046164749681783083,-0.030098685471784847,163.53518395789598,163.52488478863756,163.5298035495184
nvfp4,blocks.19.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.0028455012998905085,0.003872042753633744,-4.3221068804114334e-07,0.09398809845504044,0.9955856169086135,20.538542737058076,0.109375,0.002197265625,0.008056640625,0.0126953125,0.0185546875,,107414.07735722364,565.9560437034077,-16.315407159243478,64067.381709297704,64135.78185669432,63818.6037611443
nvfp4,blocks.19.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,9437184,0.0036352727799641377,0.004932761223698646,2.3132069808621627e-06,0.09373157914154497,0.995610312013233,20.56228132283071,0.08203125,0.002777099609375,0.01019287109375,0.015625,0.0234375,,34306.73811471308,229.626818970491,21.83015990848071,26136.699327584767,26171.22652084194,26039.14951472811
nvfp4,blocks.19.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,9437184,0.004767078042627499,0.006413053880999954,2.155485496893286e-06,0.09315909459106103,0.9956583644768372,20.61549482009726,0.13671875,0.0037078857421875,0.01318359375,0.0205078125,0.0302734375,,44987.79263063555,388.1255207965579,20.341713243513368,44722.04788435511,44670.72859217343,44502.32547786599
nvfp4,blocks.19.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.0025423266580113287,0.003432568101367381,-8.268960509295104e-08,0.0944606551774022,0.9955386890584462,20.494980929803432,0.046630859375,0.001953125,0.007080078125,0.01123046875,0.0166015625,,95969.61783903194,444.77537922726776,-3.1214280725980643,49846.977714732784,49849.13444376062,49625.668389633065
nvfp4,blocks.19.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.0009673759050201625,0.0011527449071570405,-0.00013053484144620597,0.0015786288174162734,0.9999987616380774,56.0343994707418,0.003180265426635742,0.000899583101272583,0.0018440604908391833,0.0029319964814931154,0.003172831842675805,,0.1238241158425808,0.00017008906508499122,-0.016708459705114365,68.25215070821724,68.23507237434387,68.24352649674802
nvfp4,blocks.19.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.0009564515785314143,0.0011265345309120832,-3.790337359532714e-05,0.0016097483586571648,0.9999987057414975,55.86484018107954,0.0019431710243225098,0.0009173154830932617,0.001865983009338379,0.0019336325349286199,0.0019423458725214005,,0.12242580205202103,0.00016244224631517534,-0.004851631820201874,62.68779651037281,62.68103051185608,62.68433228999129
nvfp4,blocks.19.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.0035511012042778187,0.004963794126430649,1.0298486991622588e-08,0.09467749347271934,0.9955126714033408,20.475064965297673,0.1875,0.0025634765625,0.01025390625,0.0166015625,0.02490234375,,134049.58186956545,930.1006238772328,0.3887548666461953,103761.54559343016,103463.62357224355,103147.53427089824
nvfp4,blocks.19.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.0029124694806274237,0.003907400355355671,-2.552752946964031e-07,0.09433161258864423,0.9955535863101108,20.506854825618937,0.05859375,0.002288818359375,0.008056640625,0.0126953125,0.01806640625,,293178.7774193646,1536.9048094725665,-25.696852551511256,172715.95258211682,172920.87700761372,172049.962390129
nvfp4,blocks.19.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.0031165570867962406,0.0041856265051995216,3.4502027375602856e-07,0.0941123650128047,0.9955738223299674,20.527066255357063,0.08984375,0.00244140625,0.0087890625,0.013671875,0.02001953125,,313722.90852906764,1763.5675179725731,34.73087794310413,199112.58779583548,199316.02122848737,198332.52075317514
nvfp4,blocks.19.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.002891529171949289,0.004042667507408044,3.3723039522358156e-07,0.09447608873071241,0.9955314759909772,20.493561892528827,0.06640625,0.0020751953125,0.008544921875,0.013671875,0.02001953125,,291070.8569285662,1645.1564105823325,33.94672309458838,184316.14705543141,183753.57941042172,183212.28502763537
nvfp4,blocks.20.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,36864,0.000298080433255019,0.0005323646693297703,6.206431447327052e-06,0.0016241297322112647,0.9999986812097804,55.78758566281835,0.0038628578186035156,8.945725858211517e-05,0.0014018649235367775,0.0018486669287085533,0.0019425316713750362,,10.98843709151302,0.010447705171375561,0.22879388887426444,3960.7686407822985,3960.8753388919126,3960.81676598452
nvfp4,blocks.20.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.0002049464643229341,0.0003209731290674172,-1.1953316076951381e-06,0.001629279824816394,0.9999986727454979,55.76008640545494,0.001920163631439209,0.00011976808309555054,0.0007273511146195233,0.0012117503210902214,0.0017958793323487043,,1.2591910768001071,0.0006329779174399726,-0.007344117397678929,238.44993022771283,238.4460802316815,238.44768874073844
nvfp4,blocks.20.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.00018722542578220036,0.00027269238965735304,1.095120423307468e-06,0.0016389409601601853,0.9999986582732832,55.70873381618572,0.0018624067306518555,0.00012960657477378845,0.0005481317639350891,0.0009086451609618962,0.0016590323066338897,,1.150313016005839,0.00045687484033251935,0.006728419880801084,170.08680536706163,170.06875275599594,170.07755062410862
nvfp4,blocks.20.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.0029400868528432367,0.004015483095098497,-1.9586678421760576e-07,0.09409191675200482,0.9955832085604216,20.52895368677607,0.1640625,0.002197265625,0.00830078125,0.013671875,0.02001953125,,110984.56242505019,608.6645635170015,-7.3937235285993665,68750.10828178903,69004.07347409765,68572.75859618484
nvfp4,blocks.20.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,9437184,0.003654832753182411,0.004962912805536182,-8.610135210578789e-07,0.09362309199184085,0.9956204710223385,20.572340399651104,0.087890625,0.0028076171875,0.01025390625,0.01611328125,0.0244140625,,34491.329181009,232.4425936870521,-8.125543024711078,26518.54872187211,26553.61119892192,26419.85866355349
nvfp4,blocks.20.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,9437184,0.004561911682000686,0.00612941823242792,-4.700804433025822e-07,0.09337119630159303,0.9956416645790988,20.595741536757362,0.095703125,0.0035400390625,0.0126953125,0.01953125,0.029035568237304688,,43051.59993478996,354.5528122077907,-4.436235638248036,40668.212867423026,40682.02976396843,40497.84490959183
nvfp4,blocks.20.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.002523795461397742,0.003395254586474104,4.4916218931365104e-07,0.0942967269057881,0.9955541565757436,20.510067632300096,0.05078125,0.001953125,0.007080078125,0.01123046875,0.01611328125,,95270.08859030156,435.1581313575617,16.955304905583034,48938.86201337339,48940.90311650705,48722.30349926144
nvfp4,blocks.20.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.0009612604044377804,0.0011369905398631655,-5.489867180585861e-05,0.0015290690733224365,0.9999988310182761,56.31145791130611,0.00336611270904541,0.0009577572345733643,0.0017998904222622514,0.0019439507741481066,0.0031865134369581938,,0.12304133176803589,0.00016547167843050659,-0.007027029991149902,70.77330276764633,70.77179336547852,70.77246533072321
nvfp4,blocks.20.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.0009803648572415113,0.0011403816441342928,0.00018272758461534977,0.001579859198790244,0.9999987760267024,56.02763233576282,0.0019268393516540527,0.0009519755840301514,0.001868939376436174,0.0019232732011005282,0.0019264457514509559,,0.12548670172691345,0.00016646019766763942,0.02338913083076477,66.69198435011903,66.72105026245117,66.70643407618627
nvfp4,blocks.20.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.0033709090732728037,0.004746062951238352,-1.670146859700239e-08,0.09480185041572278,0.9955069344417229,20.463663713682834,0.1875,0.00244140625,0.010009765625,0.01611328125,0.0234375,,127247.55668697972,850.2945642826669,-0.6304593288805336,94609.72369042547,94635.84994517906,94197.63953566091
nvfp4,blocks.20.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.0028288697693275716,0.0037931210746491775,-1.0660554727072447e-06,0.09428063834828658,0.9955584262734322,20.511549712984003,0.0703125,0.002197265625,0.0078125,0.012451171875,0.017578125,,284763.35493527306,1448.3200973177957,-107.31265760154929,162936.92969614782,163132.5587745023,162310.58418666618
nvfp4,blocks.20.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.0030341265229707234,0.004071150886839214,1.684466772103813e-08,0.09379286943693181,0.9955995986033283,20.55660354839003,0.10546875,0.002410888671875,0.008544921875,0.01318359375,0.0185546875,,305425.1762832527,1668.4206010322387,1.6956397728245065,189655.6994888423,189487.80093923217,188737.53991352112
nvfp4,blocks.20.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.0027854256834785734,0.003914378011035017,-1.2863384942331593e-07,0.09470793491798925,0.9955192641198249,20.472272659273273,0.05859375,0.001953125,0.00830078125,0.01318359375,0.01904296875,,280390.13006200595,1542.3987782509894,-12.948707260118681,171958.61497644137,172243.99854032515,171330.10736925778
nvfp4,blocks.21.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,36864,0.0003121769243520664,0.0005785052978026153,-2.661047665603199e-07,0.0016108228730586807,0.9999987026688248,55.85904424415973,0.003904104232788086,9.036436676979065e-05,0.0014705981593579054,0.001902964897453785,0.0036095655523240566,,11.508090139314575,0.012337215145046973,-0.009809686114479632,4754.6829497085955,4754.580569854943,4754.625591174197
nvfp4,blocks.21.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.00020793789686438893,0.00036510257390370306,2.462730283407192e-06,0.0016535724506527808,0.9999986329747552,55.6315354376921,0.0019442439079284668,9.788013994693756e-05,0.0008272367413155735,0.0016068278346210718,0.0019200004171580076,,1.2775704383348057,0.0008189945209104934,0.015131014861253789,299.5260091869268,299.5347231370856,299.5299566647458
nvfp4,blocks.21.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.00022325791948141216,0.00032577756919858184,-4.931890066709835e-07,0.0017317000027368297,0.9999985009755641,55.23054684730543,0.0019515752792358398,0.00016048550605773926,0.0006566182128153741,0.001163173234090209,0.0018890753854066133,,1.3716966572937963,0.0006520690150990036,-0.003030153256986523,217.44441063857215,217.43194245354937,217.43785051155322
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nvfp4,blocks.21.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,9437184,0.003618688624132128,0.004899337864848415,1.3643857351388868e-06,0.09369581181497058,0.9956133759111931,20.565596431187707,0.09765625,0.002777099609375,0.0100860595703125,0.01611328125,0.0234375,,34150.230384641734,226.52555480314612,12.87595922948094,25803.394716042447,25834.539014340553,25705.704087789927
nvfp4,blocks.21.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,9437184,0.004546269725477059,0.006103791052165261,-1.5657306343736583e-06,0.0931379722661627,0.9956598154736709,20.617464429032573,0.08984375,0.0035400390625,0.0126953125,0.01953125,0.0302734375,,42903.98391295649,351.594229925344,-14.776088091020938,40531.08054867192,40473.231905400055,40326.35911207332
nvfp4,blocks.21.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.0026059939274943617,0.003503823053560716,7.587061963367564e-07,0.09450412399291677,0.9955388116873188,20.49098478467443,0.1171875,0.0019989013671875,0.00732421875,0.01123046875,0.0166015625,,98372.97678658781,463.43277580269637,28.640199907080387,51890.18559513463,51981.81240558252,51704.28261245723
nvfp4,blocks.21.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.0009659284260123968,0.0011273682693327793,0.00018534832634031773,0.0018652786847804927,0.9999983077158606,54.58512545168519,0.001946091651916504,0.0009233057498931885,0.0018891275394707918,0.001936405897140503,0.0019449638202786446,,0.12363883852958679,0.00016268277948139342,0.02372458577156067,46.7578064615879,46.78643035888672,46.77203706884757
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nvfp4,blocks.21.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.003189421820069144,0.004502630099664465,-6.080308890971572e-07,0.0947724756198784,0.9955095606625617,20.46635549418099,0.09375,0.002288818359375,0.009521484375,0.015455245971679688,0.0234375,,120396.64227842963,765.3057115650097,-22.952397512373864,85206.06398700936,85223.76241263175,84832.26034403805
nvfp4,blocks.21.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.00275755267066482,0.003698553790943832,-2.9476864485328155e-07,0.09407903260061172,0.9955738636872219,20.53014314048973,0.05078125,0.002166748046875,0.007568359375,0.01220703125,0.017316818237304688,,277584.3407227233,1377.0034395191485,-29.672383348384756,155578.41371947704,155527.9948442824,154864.70256212016
nvfp4,blocks.21.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.0029957272650570723,0.004022230262468621,1.232066556136497e-07,0.09397919595336662,0.9955876061432248,20.539365498776732,0.07421875,0.002349853515625,0.00830078125,0.01318359375,0.0185546875,,301559.78041771054,1628.5646541758824,12.402388043206884,184391.77911519082,184672.771799247,183717.99313013098
nvfp4,blocks.21.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.002743153228986965,0.0038408524180683578,-2.6554323219622175e-07,0.0945628738805309,0.9955317887862062,20.48558675051481,0.05859375,0.001953125,0.008056640625,0.012939453125,0.01904296875,,276134.84546287067,1484.9997700319193,-26.730456983365002,166067.65817584004,166266.7642371435,165424.7113214758
nvfp4,blocks.22.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,36864,0.00030388944659180835,0.0005370217660877482,-2.4219300944822783e-06,0.0016147020199803244,0.9999986965093306,55.83815222849539,0.003871440887451172,0.00010248273611068726,0.0014047401491552591,0.0018479295540601015,0.0019499741028994322,,11.202580559160424,0.01063129659501788,-0.0892820310029947,4077.570299466506,4077.696854633714,4077.6282614018123
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nvfp4,blocks.22.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,9437184,0.004479873529198054,0.006033785629662415,-2.06030301717434e-06,0.09316634251592637,0.9956599806096129,20.614819070435864,0.083984375,0.00341796875,0.01220703125,0.01953125,0.0302734375,,42277.39079177141,343.57549069498947,-19.443458668829408,39582.57856750986,39581.92673033039,39410.46490357263
nvfp4,blocks.22.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.00227445929736126,0.0030753287114442156,-2.0055082973788637e-07,0.09423147199008938,0.995562361580831,20.516080494270398,0.07275390625,0.001739501953125,0.00634765625,0.01025390625,0.014892578125,,85857.9635588357,357.01420783419314,-7.570540326356422,40206.24818913428,40243.24026664591,40046.237123973
nvfp4,blocks.22.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.0009309444576501846,0.0010705122483620272,-0.0001322407042607665,0.0015621907256999834,0.9999987999586822,56.1253188962104,0.0019510388374328613,0.0008886158466339111,0.0017952710622921586,0.0019397480646148324,0.0019508495461195707,,0.11916089057922363,0.00014668754865831968,-0.016926810145378113,60.10701220482715,60.082720041275024,60.09479277927676
nvfp4,blocks.22.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.0009038710268214345,0.0010666414810639156,-0.00011043285485357046,0.001645660441169852,0.9999986700976448,55.67319540846761,0.0019385218620300293,0.000824466347694397,0.0017939507961273193,0.0019292884971946478,0.0019374167313799262,,0.11569549143314362,0.00014562867828815662,-0.014135405421257019,53.773270204496946,53.749470710754395,53.761297643286525
nvfp4,blocks.22.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.0031461520443471897,0.004490748131558592,-1.134991366782408e-06,0.09486973765887295,0.995504584834748,20.45744600724614,0.140625,0.002197265625,0.00927734375,0.015625,0.02392578125,,118763.26293792235,761.271918127472,-42.84448946694829,84583.25821717705,84743.93396843759,84282.96013374359
nvfp4,blocks.22.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.0026161178556351216,0.0035100564587486477,1.0957513107255855e-07,0.09402341939672632,0.9955838136327221,20.535279173117836,0.046875,0.00201416015625,0.00732421875,0.011474609375,0.01611328125,,263347.04607268353,1240.2217703030365,11.030193853395758,140290.1784998969,140523.44829876238,139786.70251417812
nvfp4,blocks.22.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.0028793457087430384,0.003866086544077789,-2.136419704523761e-07,0.0938235446706829,0.9956017996395604,20.55376326707855,0.078125,0.002197265625,0.008056640625,0.0126953125,0.0185546875,,289844.42936553026,1504.5765533162398,-21.50590490967079,170919.10750654404,171152.06964122597,170283.3002972269
nvfp4,blocks.22.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.002605599862303408,0.003682272150904956,2.3111791867018566e-07,0.09450888701185642,0.995535876948105,20.49054702584881,0.060546875,0.00189208984375,0.0078125,0.0126953125,0.01904296875,,262288.2701966072,1364.9065348271442,23.265091458000825,152812.0548380559,152932.8297207937,152189.98901201124
nvfp4,blocks.23.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,36864,0.00036326144047443213,0.0007355531121055258,-1.7867855932237238e-06,0.0017818955794451218,0.999998412895814,54.982354991387005,0.003905653953552246,8.834712207317352e-05,0.0017306350637227297,0.0032978462986648083,0.003843589685857296,,13.391269741649467,0.019944838867161575,-0.06586806410859936,6281.538575606384,6281.132238625902,6281.325434696709
nvfp4,blocks.23.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.00020473126752514523,0.0003794545261960859,5.704221788545756e-06,0.0016239337306715276,0.999998683029441,55.78863394759762,0.0038019418716430664,9.085983037948608e-05,0.0008517385576851666,0.0017270855605602264,0.0025182170793414116,,1.2578689076744922,0.0008846483708970765,0.03504673866882513,335.45485120750595,335.49204761498686,335.473007087061
nvfp4,blocks.23.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.000211232266104829,0.0003089619054662457,5.919735305652077e-07,0.00163211124226821,0.9999986692380427,55.745004874182776,0.0019400715827941895,0.00014878436923027039,0.000583966204430908,0.0011519850231707096,0.001788639579899609,,1.2978110429480694,0.0005864906282762241,0.0036370853717926366,220.17173470979594,220.15019257945679,220.1606703993122
nvfp4,blocks.23.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.0025606419572408085,0.0035127358402977887,1.6077824272972552e-07,0.09393863005299648,0.995592960495245,20.543115552155335,0.13671875,0.001953125,0.0072021484375,0.01171875,0.017578125,,96660.99723440658,465.79347201841335,6.069175439348328,52784.322655292926,52895.51760282621,52607.02339305036
nvfp4,blocks.23.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,9437184,0.0033681216006436784,0.00458679578890088,5.852889689819365e-07,0.09300113123867208,0.9956725106453966,20.630235375647096,0.1328125,0.0025634765625,0.00927734375,0.01513671875,0.02294921875,,31785.583279648912,198.54604158286912,5.523479693452828,22955.395016742506,22922.000332514115,22839.424653836875
nvfp4,blocks.23.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,9437184,0.00450425197971744,0.006107833926208704,-1.0029103121689563e-06,0.093016604002936,0.9956757178327034,20.628790408876295,0.140625,0.00341796875,0.012451171875,0.01953125,0.029296875,,42507.45471495775,352.06014428125786,-9.464649151435879,40690.76956259058,40722.508037418884,40530.608727864106
nvfp4,blocks.23.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.002166067396093269,0.0029388479707147456,1.7827689432863003e-07,0.09419794813792282,0.995563178294374,20.519171142036928,0.0380859375,0.001678466796875,0.006103515625,0.009765625,0.013671875,,81766.30629333225,326.02931721044797,6.729727418911352,36742.92858394254,36739.682952461066,36578.29110959658
nvfp4,blocks.23.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.0009737838117871433,0.0011313982778041658,2.637185389176011e-06,0.0016994042315768038,0.9999985560131287,55.3940660934589,0.0019259452819824219,0.0010150671005249023,0.0018620997434481978,0.0019109946442767978,0.0019241058034822345,,0.12464432790875435,0.00016384794406633374,0.0003375597298145294,56.73454884019492,56.73418569564819,56.73428534394952
nvfp4,blocks.23.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.0008572430815547705,0.001028798829694571,-4.473654553294182e-05,0.0015934571404759516,0.9999987313318851,55.953192266711994,0.0019398927688598633,0.0007759332656860352,0.0018444061279296875,0.0019303482258692384,0.0019387194188311696,,0.10972711443901062,0.00013547866009355758,-0.005726277828216553,53.356842255942034,53.35221606492996,53.35446142110595
nvfp4,blocks.23.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.0030182421998935487,0.004314513397216825,-9.86189207409659e-07,0.09448960682006731,0.9955316172560982,20.492319162920026,0.1328125,0.002105712890625,0.009033203125,0.0146484375,0.022199630737304688,,113934.8279878408,702.6936966246406,-37.227396036556456,78704.21182752623,78534.43281883761,78267.9754748696
nvfp4,blocks.23.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.0025699477474924706,0.0034495977832005387,2.6123088756003707e-07,0.09375384724486259,0.9956007273202748,20.560218034046045,0.0439453125,0.001953125,0.007080078125,0.01123046875,0.0166015625,,258699.41081036782,1197.8655264908339,26.29636215879873,136279.29238867218,135967.4677341407,135524.44729816102
nvfp4,blocks.23.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.0027977632779673314,0.0037511748884937147,4.2633074401600006e-07,0.09326626642140899,0.9956469488983016,20.605508166047578,0.068359375,0.002197265625,0.0078125,0.01220703125,0.017578125,,281632.07298795576,1416.46475006346,42.915857878782845,162838.31050777942,162522.47410695802,161972.159932337
nvfp4,blocks.23.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.002417364263263569,0.003450769914512161,1.0920964011120551e-07,0.09439741761233232,0.9955459048532411,20.500797726762027,0.0546875,0.001708984375,0.00732421875,0.01171875,0.017578125,,243339.85437272256,1198.6797050238,10.993402328567754,134518.78157803716,134597.23017883525,133958.6660259243
nvfp4,blocks.24.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,36864,0.0003939061670214085,0.000755796224328926,-1.5215981023559206e-06,0.0017380022788803398,0.9999984898100213,55.19899316874236,0.0039061307907104492,0.00011076778173446655,0.0017684930935502052,0.003295877482742071,0.003843134269118309,,14.520956941077202,0.021057746511416287,-0.056092192445248656,6971.258873714767,6971.006927277076,6971.122371622665
nvfp4,blocks.24.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.000315601292562917,0.0004807124889459048,1.496308055237705e-05,0.00159395412146142,0.9999987344035659,55.950483659838106,0.0036002397537231445,0.00018949806690216064,0.0009958987357094884,0.0017416034825146198,0.0019197969231754541,,1.9390543415065622,0.0014197831497435136,0.0919331669138046,558.8179960154142,558.9255116468539,558.8710439395593
nvfp4,blocks.24.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.00023909801466537317,0.00035403382340048036,2.1501245258311505e-06,0.0016460897637696854,0.9999986452649413,55.67092971483338,0.003568410873413086,0.00017051398754119873,0.0007473662844859064,0.0013434160500764847,0.0019048836547881365,,1.4690182021040528,0.0007700886411974402,0.013210365086706588,284.20629239479285,284.19871974634384,284.20212102624777
nvfp4,blocks.24.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.0023641999884352846,0.0033066487933066445,6.747923185100745e-07,0.09369337637149662,0.9956060083624798,20.565822207215025,0.12109375,0.001708984375,0.0068359375,0.01123046875,0.017578125,,89245.56121464662,412.7418951631596,25.472557086264715,47017.63440218634,46898.485890105265,46751.68919856422
nvfp4,blocks.24.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,9437184,0.00313596339537091,0.004321158036562275,2.359027144405168e-06,0.092977079246667,0.9956760888501162,20.632482014635087,0.1015625,0.00238037109375,0.0087890625,0.01416015625,0.021484375,,29594.663579380023,176.2149384768933,22.26257322274614,20384.07103306926,20368.874954922823,20288.365524757595
nvfp4,blocks.24.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,9437184,0.004576460456756948,0.00616275671190242,-1.4185232208092153e-06,0.09311071038894334,0.9956710906965137,20.620007197713342,0.083984375,0.0035400390625,0.0126953125,0.01953125,0.0302734375,,43188.899399139365,358.4201930685913,-13.386864643049194,41342.16245412864,41441.116651456105,41212.429456258076
nvfp4,blocks.24.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.0020760355416785804,0.0028553559760227097,8.182908754127216e-07,0.094119560492973,0.9955715158578149,20.5264021900398,0.0537109375,0.00152587890625,0.005859375,0.009765625,0.01416015625,,78367.71758944173,307.7676245902789,30.889446227163717,34742.66682704272,34754.39568155595,34594.64744200419
nvfp4,blocks.24.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.0009063389152288437,0.001090620092702434,-4.3530482798814774e-05,0.0015955021002792495,0.9999987277243271,55.942052395512974,0.003096938133239746,0.000758737325668335,0.0018780619138851762,0.0019423002377152443,0.002950388239696622,,0.11601138114929199,0.000152249879885602,-0.005571901798248291,59.80840192089205,59.81217575073242,59.81021271087229
nvfp4,blocks.24.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.0008108789334073663,0.0009877383548317713,-3.3418298698961735e-05,0.0014995897173023197,0.9999988782667587,56.48055092401444,0.0019116997718811035,0.0007633566856384277,0.0017806143732741475,0.00187205383554101,0.0019073699368163943,,0.10379250347614288,0.00012488026337353908,-0.004277542233467102,55.532713938073044,55.52450084686279,55.52854495233623
nvfp4,blocks.24.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.uint8,37748736,0.0029962432525406815,0.004317650664210797,1.0503516211777082e-06,0.09476297117288171,0.9955155725439068,20.46722661965277,0.10546875,0.0020751953125,0.009033203125,0.0146484375,0.02294921875,,113104.39553193952,703.7159853719633,39.64944605500932,78364.62837329376,78538.38954629457,78099.65096710817
nvfp4,blocks.24.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.0025039356130576273,0.0033680275668734206,-5.893274557515193e-07,0.09416096386017449,0.9955714416003492,20.52258209143758,0.04296875,0.001953125,0.0068359375,0.0107421875,0.01611328125,,252054.41178216142,1141.8851400556762,-59.32364411924209,128789.55139112346,129030.8533814947,128339.25981628124
nvfp4,blocks.24.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.0027591929157061213,0.00370458114284135,-4.6599570119422337e-07,0.09365036222966397,0.9956164480637518,20.569810769610434,0.083984375,0.002197265625,0.0078125,0.01220703125,0.017578125,,277749.45319482835,1381.4951665876224,-46.90866320404166,157518.093508518,157631.55072986352,156884.07453589694
nvfp4,blocks.24.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.0023185508924175595,0.0033157746769532444,-4.239371968825743e-07,0.09428454246424292,0.9955545322444928,20.511190041912286,0.064453125,0.00164794921875,0.0068359375,0.01171875,0.017578125,,233392.97477449296,1106.728686976124,-42.67491553520085,124497.36837682105,124458.58877839091,123924.61423411794
nvfp4,blocks.25.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,36864,0.0004473918897894342,0.000832647777960393,-1.532274947381297e-06,0.0017076443026456155,0.9999985422039738,55.35205173015007,0.0039048194885253906,0.00015463680028915405,0.0019036855082958937,0.0034763566218316555,0.0038612214848399162,,16.4926546251977,0.025557896803456694,-0.05648578366026413,8764.563366180286,8764.913420812818,8764.725614548151
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nvfp4,blocks.27.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.uint8,100663296,0.0019438427922742715,0.002617688874359531,8.955713805052987e-08,0.0931393538534498,0.9956616031010268,20.61733558549642,0.091796875,0.00146484375,0.00537109375,0.008544921875,0.0126953125,,195673.6223761715,689.7746041873725,9.015116696493351,79513.47962253755,79478.61205121552,79151.15853478285
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nvfp4,tmlp.0.bias,conditioning_projection,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,7.4442609256190435e-06,9.545438386618401e-06,3.254851321798924e-08,0.0016323007997285667,0.9999986743870732,55.74399613192757,0.0001736655831336975,6.867339834570885e-06,1.4450633898377419e-05,1.511656228103675e-05,8.738385804463178e-05,,0.0457375391270034,5.598129806913214e-07,0.00019997806521132588,0.21010799462814084,0.21015568614529911,0.21013156048022963
nvfp4,tmlp.0.weight,conditioning_projection,False,torch.float32,torch.bfloat16,torch.bfloat16,1572864,0.0,0.0,0.0,0.0,1.0,3021.1386928496922,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,129.97783086530714,129.97783086530714,129.97783086530714
nvfp4,tmlp.2.bias,conditioning_projection,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,7.56936552429958e-06,4.672231195195002e-05,-9.005231584868767e-07,0.002064390667156862,0.9999981703712654,53.70416225973632,0.001768648624420166,3.7496211007237434e-06,1.4862814168736804e-05,2.7663963919621892e-05,0.0006494254339486361,,0.04650618178129662,1.3412194923327479e-05,-0.00553281428574337,3.1471401423471175,3.15201600491695,3.149571367534572
nvfp4,tmlp.2.weight,conditioning_projection,False,torch.float32,torch.bfloat16,torch.bfloat16,37748736,0.0,0.0,0.0,0.0,1.0,3029.969098803163,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,992.9099900374877,992.9099900374877,992.9099900374877
nvfp4,txtfusion.layerwise_blocks.0.prenorm.scale,text_fusion.layerwise,False,torch.float32,torch.bfloat16,torch.bfloat16,2560,0.0006822399220254738,0.0008429369049109879,2.728120525716804e-05,0.0016758909021405046,0.9999985967942303,55.51508513345296,0.001971721649169922,0.0005962997674942017,0.0017395378090441227,0.0019014880526810884,0.0019471371779218316,,1.746534200385213,0.0018189891216919447,0.06983988545835018,647.6473832660386,647.584802210331,647.615183243624
nvfp4,txtfusion.layerwise_blocks.0.postnorm.scale,text_fusion.layerwise,False,torch.float32,torch.bfloat16,torch.bfloat16,2560,0.0006065277382731437,0.0007448271921653633,-1.1682487092912197e-05,0.001526156157620116,0.9999988359837132,56.328020534398824,0.0019489526748657227,0.0005549639463424683,0.0015787244774401188,0.0018621849594637752,0.0019290628843009472,,1.552711009979248,0.0014202049182436838,-0.029907166957855225,609.7517644865851,609.7911834716797,609.7707638766733
nvfp4,txtfusion.layerwise_blocks.0.attn.wq.weight,text_fusion.layerwise,True,torch.bfloat16,torch.bfloat16,torch.uint8,6553600,0.003033512015948947,0.0040879801840959015,8.497792192763143e-07,0.09506721833229785,0.9954849347038497,20.439384267295075,0.0517578125,0.00238037109375,0.008544921875,0.01318359375,0.01904296875,,19880.42434772302,109.521023700571,5.569113091449253,12118.138763686035,12137.035561324097,12072.82665065478
nvfp4,txtfusion.layerwise_blocks.0.attn.wk.weight,text_fusion.layerwise,True,torch.bfloat16,torch.bfloat16,torch.uint8,6553600,0.0032537133803415053,0.004375605673413295,-1.4254851815742598e-06,0.09481747427479764,0.9955000223978919,20.46223234991046,0.0419921875,0.00244140625,0.009033203125,0.01416015625,0.019758224487304688,,21323.53600940609,125.4747341403365,-9.342059685965069,13956.59638381052,13922.093388858251,13876.607519264217
nvfp4,txtfusion.layerwise_blocks.0.attn.wv.weight,text_fusion.layerwise,True,torch.bfloat16,torch.bfloat16,torch.uint8,6553600,0.004572387295277913,0.006144443031187444,-4.315918625827919e-06,0.09450379351902563,0.9955299312050974,20.49101515863743,0.0703125,0.003509521484375,0.0126953125,0.02001953125,0.0283203125,,29965.597378333332,247.42579511956572,-28.28480430622585,27704.255923331795,27638.797714811983,27547.813921512105
nvfp4,txtfusion.layerwise_blocks.0.attn.gate.weight,text_fusion.layerwise,True,torch.bfloat16,torch.bfloat16,torch.uint8,6553600,0.004499870152820513,0.005999980426940629,1.654042565739644e-06,0.0948730179242737,0.9954971158265825,20.45714568459962,0.0546875,0.00347900390625,0.0126953125,0.01904296875,0.02587890625,,29490.349033524515,235.92806071448797,10.839933358831331,26211.638297145815,26181.29589053034,26078.503063480835
nvfp4,txtfusion.layerwise_blocks.0.attn.qknorm.qnorm.scale,text_fusion.layerwise,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.00027748029970098287,0.0003582994537305252,2.8693932108581066e-05,0.0018275986506404117,0.9999983620641973,54.762383425323364,0.0009624063968658447,0.00023747608065605164,0.0008233041153289378,0.0009361493866890669,0.0009594315197318792,,0.03551747836172581,1.6432447813579873e-05,0.0036728233098983765,4.919722470992673,4.917212653905153,4.918459346225006
nvfp4,txtfusion.layerwise_blocks.0.attn.qknorm.knorm.scale,text_fusion.layerwise,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.0002450857136864215,0.00031537329919447695,2.9292830731719732e-05,0.0016089344937717668,0.9999987390152808,55.86923274850519,0.0009144842624664307,0.0001985207200050354,0.0006766245351172984,0.0008151260553859174,0.0009025127510540187,,0.031370971351861954,1.273092068413556e-05,0.0037494823336601257,4.917938429670652,4.915386065840721,4.916655882295345
nvfp4,txtfusion.layerwise_blocks.0.attn.wo.weight,text_fusion.layerwise,True,torch.bfloat16,torch.bfloat16,torch.uint8,6553600,0.004463591903381739,0.006183676799394795,7.958575555999659e-07,0.09447258246900399,0.9955337873140473,20.49388425523243,0.53125,0.00341796875,0.0126953125,0.01904296875,0.02734375,,29252.59589800256,250.59563116542992,5.215732076379936,28077.725304290187,28026.203867229866,27926.66677017731
nvfp4,txtfusion.layerwise_blocks.0.mlp.gate.weight,text_fusion.layerwise,True,torch.bfloat16,torch.bfloat16,torch.uint8,17694720,0.00470902017646379,0.006280110262606061,1.6350185945557672e-07,0.09510317148121887,0.9954749705261245,20.436100001140964,0.12109375,0.003662109375,0.01318359375,0.02001953125,0.0263671875,,83324.79349687736,697.8759508513452,2.8931196225457825,77159.2917717815,77059.30210547266,76760.3589632014
nvfp4,txtfusion.layerwise_blocks.0.mlp.up.weight,text_fusion.layerwise,True,torch.bfloat16,torch.bfloat16,torch.uint8,17694720,0.004678157678364733,0.006243289499164902,5.652195224682123e-07,0.0952201631788648,0.9954678755121018,20.425421572201845,0.05859375,0.003662109375,0.0126953125,0.01953125,0.025390625,,82778.69023451401,689.7165413910667,10.001401188608725,76069.89187748937,76112.72006458254,75746.44770034042
nvfp4,txtfusion.layerwise_blocks.0.mlp.down.weight,text_fusion.layerwise,True,torch.bfloat16,torch.bfloat16,torch.uint8,17694720,0.004534804964459568,0.006103725553453648,-3.703095688591786e-07,0.09530004404207593,0.9954618349466079,20.418137973125155,0.25,0.00347900390625,0.0126953125,0.01953125,0.02587890625,,80242.104100722,659.2250328257936,-6.552524134283885,72585.10139360542,72671.699243502,72298.78780214081
nvfp4,txtfusion.layerwise_blocks.1.prenorm.scale,text_fusion.layerwise,False,torch.float32,torch.bfloat16,torch.bfloat16,2560,0.00018604764503038496,0.00025924055303413687,8.135533317954468e-06,0.0016460887530959903,0.9999986457906647,55.67093504783712,0.001760244369506836,0.00013209879398345947,0.00048194380360655487,0.0008456009090878069,0.0009763161069713533,,0.4762819712777855,0.00017204650070385953,0.02082696529396344,63.494973841194394,63.49041878187654,63.49261028828512
nvfp4,txtfusion.layerwise_blocks.1.postnorm.scale,text_fusion.layerwise,False,torch.float32,torch.bfloat16,torch.bfloat16,2560,0.00068323970772326,0.0008390241657690185,1.1552614159882068e-05,0.0016554346198883539,0.9999986299203288,55.621759333966565,0.0019524693489074707,0.0006040632724761963,0.0017097179079428315,0.0019051757408306003,0.0019472147105261683,,1.7490936517715454,0.0018021415699056575,0.029574692249298096,657.6045932739753,657.5797729492188,657.5912820408121
nvfp4,txtfusion.layerwise_blocks.1.attn.wq.weight,text_fusion.layerwise,True,torch.bfloat16,torch.bfloat16,torch.uint8,6553600,0.002647761525433863,0.0035704606145300056,-7.038132261971696e-07,0.09483070152125822,0.9954980543732682,20.461020733688198,0.0478515625,0.00201416015625,0.00732421875,0.01171875,0.0166015625,,17352.369933083362,83.54653142981007,-4.612510359205771,9290.316240247634,9263.161882210872,9234.965795514348
nvfp4,txtfusion.layerwise_blocks.1.attn.wk.weight,text_fusion.layerwise,True,torch.bfloat16,torch.bfloat16,torch.uint8,6553600,0.0027511411921549646,0.0037058395262226157,-6.051253063255046e-07,0.09495556837590186,0.9954901878849207,20.44959124644477,0.04296875,0.002105712890625,0.0078125,0.011962890625,0.01708984375,,18029.878916906775,90.00220487918459,-3.9657492075348273,9981.878368541364,9974.820532097248,9933.348347879713
nvfp4,txtfusion.layerwise_blocks.1.attn.wv.weight,text_fusion.layerwise,True,torch.bfloat16,torch.bfloat16,torch.uint8,6553600,0.003923670961602994,0.005264983413752283,1.9355976093038407e-06,0.09480279886862486,0.9955016956601611,20.463576815420947,0.060546875,0.00295257568359375,0.0107421875,0.0166015625,0.02294921875,,25714.170013961382,181.66612195466706,12.68513249233365,20213.039602998746,20166.48944747541,20098.931464259746
nvfp4,txtfusion.layerwise_blocks.1.attn.gate.weight,text_fusion.layerwise,True,torch.bfloat16,torch.bfloat16,torch.uint8,6553600,0.0036406316810643348,0.004890527013969623,-2.4647668309540906e-06,0.09524866167891709,0.9954675154162832,20.42282235599587,0.056640625,0.0028076171875,0.01025390625,0.01611328125,0.02197265625,,23859.243785023224,156.7441189232092,-16.153095903340727,17277.205168726567,17303.055913019052,17211.758481411205
nvfp4,txtfusion.layerwise_blocks.1.attn.qknorm.qnorm.scale,text_fusion.layerwise,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.00010491534422385485,0.00014508908034393048,1.0731658136364786e-05,0.0017339407025386015,0.9999985052254402,55.21931517295875,0.00048801302909851074,7.092952728271484e-05,0.00031182318343780935,0.00043943271157331765,0.00048193076509051025,,0.01342916406065342,2.6945076780860817e-06,0.0013736522414546926,0.8962123881263461,0.8959759969653192,0.8960928452919936
nvfp4,txtfusion.layerwise_blocks.1.attn.qknorm.knorm.scale,text_fusion.layerwise,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.00010252052902615105,0.00014288142213669618,-1.5041082178868237e-05,0.0017071247073670499,0.9999985767945141,55.3546950405864,0.00047263503074645996,7.236748933792114e-05,0.0003088034864049405,0.00045330365537665784,0.0004707690968643874,,0.013122627715347335,2.6131329013510107e-06,-0.0019252585188951343,0.8966666188743151,0.8971313092633864,0.8968976575024
nvfp4,txtfusion.layerwise_blocks.1.attn.wo.weight,text_fusion.layerwise,True,torch.bfloat16,torch.bfloat16,torch.uint8,6553600,0.0038595405884038845,0.005275858736560875,8.173976835834651e-08,0.09480475450733797,0.9955046286923037,20.46339764047003,0.34375,0.0029296875,0.0107421875,0.0166015625,0.02392578125,,25293.8852001637,182.41739429082378,0.5356897459132597,20295.792396249624,20282.676345001906,20198.025673480355
nvfp4,txtfusion.layerwise_blocks.1.mlp.gate.weight,text_fusion.layerwise,True,torch.bfloat16,torch.bfloat16,torch.uint8,17694720,0.004111215137003595,0.005488571614791024,9.197559618943661e-07,0.09510562817298972,0.9954780469731815,20.43587563135748,0.064453125,0.003173828125,0.01123046875,0.017578125,0.023176193237304688,,72746.80070904025,533.0431482322114,16.274824214051478,58931.83014041121,58946.92339084414,58672.85519151157
nvfp4,txtfusion.layerwise_blocks.1.mlp.up.weight,text_fusion.layerwise,True,torch.bfloat16,torch.bfloat16,torch.uint8,17694720,0.004098507114586176,0.005467868427150954,-2.9612406926560197e-08,0.09524441785381794,0.9954668008049934,20.42320936634345,0.060546875,0.003173828125,0.01123046875,0.017578125,0.02392578125,,72521.9358106103,529.0293976689048,-0.5239832490915433,58317.74770109414,58379.74971201038,58084.23400771781
nvfp4,txtfusion.layerwise_blocks.1.mlp.down.weight,text_fusion.layerwise,True,torch.bfloat16,torch.bfloat16,torch.uint8,17694720,0.004072733553275214,0.0054420561893036975,4.844676459312167e-07,0.0949838369879688,0.995484226258293,20.44700581088465,0.12890625,0.003173828125,0.01123046875,0.01708984375,0.02294921875,,72065.87985981,524.046395194438,8.572519343812019,58085.84598816111,57942.648906304035,57752.22424963536
nvfp4,txtfusion.projector.weight,text_fusion.other,False,torch.float32,torch.bfloat16,torch.bfloat16,12,0.0,0.0,0.0,0.0,1.0,3006.7581460869505,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,4.7403958439826965,4.7403958439826965,4.7403958439826965
nvfp4,txtfusion.refiner_blocks.0.prenorm.scale,text_fusion.refiner,False,torch.float32,torch.bfloat16,torch.bfloat16,2560,0.00018921047179674134,0.0002666715599325543,-8.972489092684555e-06,0.0016557540077611005,0.9999986292599068,55.62008370135545,0.0019400715827941895,0.0001384429633617401,0.00047266561887227,0.0008714233990758657,0.0019035479053854942,,0.4843788077996578,0.0001820511254447665,-0.02296957207727246,66.40514635891581,66.40409314853605,66.40452872816321
nvfp4,txtfusion.refiner_blocks.0.postnorm.scale,text_fusion.refiner,False,torch.float32,torch.bfloat16,torch.bfloat16,2560,0.0005003094411222264,0.000624207100057517,1.8780145910568536e-05,0.0016557927791284422,0.9999986314166543,55.619880313730555,0.0019512176513671875,0.00042319297790527344,0.0011822819942608476,0.0018003603909164667,0.0019354599062353373,,1.2807921692728996,0.0009974643296312702,0.04807717353105545,363.81902460317065,363.7693009376526,363.7936640382468
nvfp4,txtfusion.refiner_blocks.0.attn.wq.weight,text_fusion.refiner,True,torch.bfloat16,torch.bfloat16,torch.uint8,6553600,0.004342028695216662,0.00581761607121024,3.473989039122216e-06,0.09507047267769245,0.9954787960905185,20.439086936610202,0.083984375,0.00341796875,0.01220703125,0.01904296875,0.025390625,,28455.919256971916,221.8043424899313,22.767134566791356,24540.23618214974,24517.27055889368,24417.851199276745
nvfp4,txtfusion.refiner_blocks.0.attn.wk.weight,text_fusion.refiner,True,torch.bfloat16,torch.bfloat16,torch.uint8,6553600,0.004445503925480265,0.005947341860669117,3.466678571877324e-06,0.09493692817373717,0.9954897276684176,20.45129649275303,0.0703125,0.00341796875,0.01220703125,0.01904296875,0.0263671875,,29134.054526027467,231.8065677609677,22.71922468865523,25719.07742868349,25671.26128794439,25579.266074433457
nvfp4,txtfusion.refiner_blocks.0.attn.wv.weight,text_fusion.refiner,True,torch.bfloat16,torch.bfloat16,torch.uint8,6553600,0.005174046407161761,0.00691840721473853,-9.985136806633932e-07,0.095351310617279,0.9954576297055034,20.413466662754832,0.05859375,0.00396728515625,0.0146484375,0.0224609375,0.029296875,,33908.630533975316,313.6838591377974,-6.543859257595614,34501.568442690404,34551.743518995354,34369.81405127398
nvfp4,txtfusion.refiner_blocks.0.attn.gate.weight,text_fusion.refiner,True,torch.bfloat16,torch.bfloat16,torch.uint8,6553600,0.004873832929391746,0.006504503945208966,3.856253447374058e-06,0.09534311338213323,0.9954574213750521,20.414213410125456,0.048828125,0.00390625,0.013671875,0.0205078125,0.02783203125,,31941.151486061746,277.2734546623791,25.27234259271063,30502.092552097714,30534.769986827625,30379.79454213148
nvfp4,txtfusion.refiner_blocks.0.attn.qknorm.qnorm.scale,text_fusion.refiner,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.00027532783133210614,0.00034211767632786856,2.5169058062601835e-05,0.0017096688748832623,0.9999985542955036,55.341759894333826,0.0009392201900482178,0.00024134665727615356,0.0007273436058312654,0.0009015403338707983,0.0009353331406600773,,0.035241962410509586,1.4981696570365473e-05,0.003221639432013035,5.125508833520077,5.127315301680937,5.126404576752222
nvfp4,txtfusion.refiner_blocks.0.attn.qknorm.knorm.scale,text_fusion.refiner,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.00027800128373201005,0.0003464997293305856,1.9972030713688582e-06,0.0017307580665168085,0.9999985040940793,55.23527271204742,0.0009678900241851807,0.00024094805121421814,0.0006891578668728471,0.0009034565882757306,0.0009637455805204809,,0.03558416431769729,1.5367943990549646e-05,0.00025564199313521385,5.130303290380982,5.130913257598877,5.130600590017934
nvfp4,txtfusion.refiner_blocks.0.attn.wo.weight,text_fusion.refiner,True,torch.bfloat16,torch.bfloat16,torch.uint8,6553600,0.005052347550437064,0.006798994176328117,-9.89889538915989e-07,0.09502794735704614,0.995481400039947,20.442973031487277,0.2109375,0.00390625,0.01416015625,0.021484375,0.029296875,,33111.06490654434,302.948822612336,-6.487340082239825,33547.99519418708,33491.62640052452,33368.33638604963
nvfp4,txtfusion.refiner_blocks.0.mlp.gate.weight,text_fusion.refiner,True,torch.bfloat16,torch.bfloat16,torch.uint8,17694720,0.004503239987024162,0.006016205931813997,2.249234633746024e-06,0.09552881253342414,0.9954469224192264,20.397312413971456,0.0517578125,0.00341796875,0.0126953125,0.01904296875,0.02587890625,,79683.57066319618,640.4556803131544,39.799577058438445,70181.12460905394,70433.64744096948,69987.15818485513
nvfp4,txtfusion.refiner_blocks.0.mlp.up.weight,text_fusion.refiner,True,torch.bfloat16,torch.bfloat16,torch.uint8,17694720,0.0043732778657561405,0.005839743151386225,-3.374113151498069e-06,0.09519889049841818,0.9954692449495776,20.427362261979106,0.044921875,0.00341796875,0.01220703125,0.0185546875,0.025390625,,77383.9273167525,603.4359595842816,-59.70398746407591,66583.62152572625,66602.70008841623,66291.4428272791
nvfp4,txtfusion.refiner_blocks.0.mlp.down.weight,text_fusion.refiner,True,torch.bfloat16,torch.bfloat16,torch.uint8,17694720,0.004309934486752342,0.00577313474876896,-5.363151565649947e-08,0.0952019467734306,0.9954738495826588,20.427083413757178,0.2109375,0.00341796875,0.01171875,0.01806640625,0.025390625,,76263.0839614264,589.7488238778636,-0.9489946527173743,65069.19363873193,65211.75627716421,64845.60054600914
nvfp4,txtfusion.refiner_blocks.1.prenorm.scale,text_fusion.refiner,False,torch.float32,torch.bfloat16,torch.bfloat16,2560,0.00014199438697346523,0.00020457998211997994,2.0922365081332827e-06,0.001614667809819121,0.9999986973784277,55.83833625553496,0.0018837451934814453,0.00010426715016365051,0.0004151620087213814,0.0005446933791972697,0.0015698975184932351,,0.363505630652071,0.00010714360085558096,0.005356125460821204,41.09602940826061,41.099515148365356,41.09771870651256
nvfp4,txtfusion.refiner_blocks.1.postnorm.scale,text_fusion.refiner,False,torch.float32,torch.bfloat16,torch.bfloat16,2560,0.0004216362052829936,0.0005329074418724396,4.829998943023384e-06,0.0016884092297532408,0.9999985747503742,55.4504456484769,0.0019497871398925781,0.00035734474658966064,0.0009438187116757035,0.0016564874676987529,0.0019116715993732214,,1.0793886855244637,0.0007270152745037506,0.012364797294139862,255.02813812932789,255.01970100402832,255.02355605904086
nvfp4,txtfusion.refiner_blocks.1.attn.wq.weight,text_fusion.refiner,True,torch.bfloat16,torch.bfloat16,torch.uint8,6553600,0.004376453683167156,0.005860345107803978,7.888230954478103e-07,0.09520277156666151,0.9954687236773616,20.42700816285961,0.072265625,0.00341796875,0.01220703125,0.01904296875,0.025390625,,28681.526858004276,225.07451044699843,5.16963103832677,24832.882320720717,24838.37842959352,24723.09311993362
nvfp4,txtfusion.refiner_blocks.1.attn.wk.weight,text_fusion.refiner,True,torch.bfloat16,torch.bfloat16,torch.uint8,6553600,0.004390261896571137,0.005874094834139865,-3.537057879161587e-06,0.09516854586348891,0.9954742519055421,20.430131329602986,0.072265625,0.00341796875,0.01220703125,0.0185546875,0.02587890625,,28772.020365368604,226.13190325350334,-23.180462516873376,24967.49496560102,24996.31718967762,24868.84012601257
nvfp4,txtfusion.refiner_blocks.1.attn.wv.weight,text_fusion.refiner,True,torch.bfloat16,torch.bfloat16,torch.uint8,6553600,0.005178216446556334,0.00692318768384852,1.5700680911123754e-06,0.0952484040151941,0.9954639670502721,20.422845852826686,0.1171875,0.00390625,0.0146484375,0.0224609375,0.0302734375,,33935.95930415159,314.1175063726774,10.289598241914064,34623.95912770525,34625.425609292695,34467.63361531263
nvfp4,txtfusion.refiner_blocks.1.attn.gate.weight,text_fusion.refiner,True,torch.bfloat16,torch.bfloat16,torch.uint8,6553600,0.0048183562639677645,0.006433864451341535,-7.218136787301432e-07,0.09549302971188035,0.9954472159743958,20.400566551182678,0.064453125,0.0037841796875,0.013671875,0.0205078125,0.0283203125,,31577.579611539142,271.2837277498495,-4.730478124925867,29749.5499163872,29826.049220938236,29652.157704787795
nvfp4,txtfusion.refiner_blocks.1.attn.qknorm.qnorm.scale,text_fusion.refiner,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.0001924657372001093,0.0002546817890871344,9.035098628373817e-06,0.0016716374546516216,0.9999986028201174,55.53715813264184,0.0008108615875244141,0.00014784559607505798,0.00046787559404037893,0.0007215879741124809,0.0008072546334005892,,0.02463561436161399,8.302440152655821e-06,0.0011564926244318485,2.971129401137676,2.971143306232989,2.971132202465256
nvfp4,txtfusion.refiner_blocks.1.attn.qknorm.knorm.scale,text_fusion.refiner,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.00018718069259193726,0.00023718505454763133,7.133883627830073e-06,0.0015559855233684937,0.9999987900737529,56.15988895862874,0.0006579756736755371,0.00013893842697143555,0.00046677893260493875,0.0005777851911261678,0.0006487368373200297,,0.02395912865176797,7.200864012897644e-06,0.0009131371043622494,2.9742228461401448,2.9744251118972898,2.974320378586711
nvfp4,txtfusion.refiner_blocks.1.attn.wo.weight,text_fusion.refiner,True,torch.bfloat16,torch.bfloat16,torch.uint8,6553600,0.00494798010568875,0.006813163650288166,2.0835378684225248e-06,0.09466945426523057,0.9955170966822391,20.47580252848421,0.4375,0.00390625,0.013671875,0.02099609375,0.0302734375,,32427.08242064179,304.21286207886436,13.654673774493858,33943.59405323311,33915.82278813212,33777.60198964318
nvfp4,txtfusion.refiner_blocks.1.mlp.gate.weight,text_fusion.refiner,True,torch.bfloat16,torch.bfloat16,torch.uint8,17694720,0.004309369238662753,0.005760276180658271,1.688401674132328e-06,0.0953101573958006,0.9954624463398614,20.417216265118526,0.060546875,0.00341796875,0.01220703125,0.0185546875,0.02490234375,,76253.08205475059,587.124641163768,29.875794871302787,64632.64575847078,64748.33681348339,64396.9289653952
nvfp4,txtfusion.refiner_blocks.1.mlp.up.weight,text_fusion.refiner,True,torch.bfloat16,torch.bfloat16,torch.uint8,17694720,0.004153298095619087,0.005539000919436491,1.5517760860185426e-06,0.09501029050384023,0.9954819717018034,20.444587080117383,0.05078125,0.00323486328125,0.01171875,0.017578125,0.0234375,,73491.44687851297,542.8834087790142,27.458243344794028,60140.25666897228,60001.436581990914,59799.40492109209
nvfp4,txtfusion.refiner_blocks.1.mlp.down.weight,text_fusion.refiner,True,torch.bfloat16,torch.bfloat16,torch.uint8,17694720,0.003940921690320607,0.005359592121298211,1.7831823419699755e-06,0.0950669274015273,0.9954826935447402,20.439410848449718,0.2578125,0.0030517578125,0.0107421875,0.01708984375,0.02294921875,,69733.50585214986,508.2848612059776,31.552912250102963,56240.38171678399,56277.70901689166,56004.90293623484
nvfp4,txtmlp.0.scale,conditioning_projection,False,torch.float32,torch.bfloat16,torch.bfloat16,2560,0.0003248478281875578,0.0004049242478976177,1.0012843176809838e-06,0.0017030700804280966,0.9999985499514008,55.37534961365462,0.0018963217735290527,0.000286005437374115,0.0008419424993917346,0.000950425979681313,0.0009725943091325462,,0.8316104401601478,0.00041974693513075547,0.0025632878532633185,144.71798105419148,144.7121264673333,144.71484388729482
nvfp4,txtmlp.1.bias,conditioning_projection,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,4.202395664198999e-05,5.851030152075029e-05,-1.1394957218173e-06,0.0016321950777667751,0.9999986680688873,55.74455872371952,0.0005667507648468018,3.176648169755936e-05,0.00011128280311822891,0.0001924131065607071,0.0004218154645059258,,0.2581951896083865,2.1033709879597755e-05,-0.007001061714845491,7.895356630587075,7.895559093195051,7.895447345036122
nvfp4,txtmlp.1.weight,conditioning_projection,False,torch.float32,torch.bfloat16,torch.bfloat16,15728640,0.0,0.0,0.0,0.0,1.0,3049.4639920402888,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,88389.20017483605,88389.20017483605,88389.20017483605
nvfp4,txtmlp.3.bias,conditioning_projection,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,7.464712782138487e-05,0.00015328683443290145,3.6510364359957728e-06,0.0016234659417952411,0.9999987041823029,55.79113635752017,0.0034865140914916992,3.748387098312378e-05,0.00023880308435764164,0.0005116533720865846,0.0017042967956513166,,0.4586319533345886,0.00014436466858266467,0.02243196786275803,54.774012167612284,54.79685365722719,54.78536073008544
nvfp4,txtmlp.3.weight,conditioning_projection,False,torch.float32,torch.bfloat16,torch.bfloat16,37748736,0.0,0.0,0.0,0.0,1.0,3051.7413074324577,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,149324.38791799961,149324.38791799961,149324.38791799961
nvfp4,last.norm.scale,output_projection,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.0005236387725773284,0.0007525920738726545,1.4793871879229906e-05,0.0015503713408776439,0.999998800394879,56.19128536589888,0.003760814666748047,0.00030985474586486816,0.0017278286395594478,0.0019068614346906543,0.0019507748074829578,,3.2172366187151056,0.0034799298334061137,0.09089354882598855,1447.7681688698844,1447.571708699198,1447.6681988196246
nvfp4,last.linear.bias,output_projection,False,torch.float32,torch.bfloat16,torch.bfloat16,64,0.00010568115976639092,0.00015265557690682076,1.3442884664982557e-05,0.0018514051394802513,0.999998420546636,54.649970700167366,0.0004743635654449463,6.22924417257309e-05,0.0003602690703701228,0.0004472892906051129,0.0004716561525128782,,0.006763594225049019,1.4914384102882733e-06,0.0008603446185588837,0.43511333527180723,0.434660904109478,0.4348863739714375
nvfp4,last.linear.weight,output_projection,False,torch.float32,torch.bfloat16,torch.bfloat16,393216,0.0,0.0,0.0,0.0,1.0,3020.4912521249144,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,111.97606778387247,111.97606778387247,111.97606778387247
nvfp4,last.modulation.lin,output_projection,False,torch.float32,torch.bfloat16,torch.bfloat16,12288,0.0005427302103440853,0.0008560648226153544,0.00015725524289285828,0.0015284398022283071,0.9999989430576807,56.315033226751254,0.0019530057907104492,0.00010707974433898926,0.0018065866315737367,0.0019188160076737404,0.001949378172867,,6.66906882470812,0.009005223696623103,1.9323524246674424,3854.764299620756,3851.1225211447277,3852.938907770894
nvfp4,tproj.1.bias,conditioning_projection,False,torch.float32,torch.bfloat16,torch.bfloat16,36864,0.00010525420524938677,0.00018206268025527074,2.7966444163791806e-07,0.0016600637153576516,0.9999986220983372,55.59750485730486,0.00194627046585083,4.5270659029483795e-05,0.00040352699579671025,0.0007634264184162021,0.0009706101845949888,,3.880091022313394,0.0012219243555864434,0.010309549976540211,443.39909978349993,443.4006977922748,443.3992878257096
nvfp4,tproj.1.weight,conditioning_projection,False,torch.float32,torch.bfloat16,torch.bfloat16,226492416,0.0,0.0,0.0,0.0,1.0,3051.548255988174,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,142832.02676699654,142832.02676699654,142832.02676699654
int4_convrot,first.bias,input_projection,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.00012355056746526927,0.00021640586281437556,4.6581449410313764e-06,0.0016017980844681443,0.9999987173130938,55.90784460059142,0.0019971132278442383,7.518008351325989e-05,0.0003990002442151308,0.0009190838318318129,0.0017936290241777897,,0.7590946865066144,0.00028773272039690854,0.028619642517696775,112.14339814745858,112.13871004708727,112.14091023091274
int4_convrot,first.weight,input_projection,False,torch.float32,torch.bfloat16,torch.bfloat16,393216,0.0,0.0,0.0,0.0,1.0,3030.7824927153065,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,1197.4276203311433,1197.4276203311433,1197.4276203311433
int4_convrot,blocks.0.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,36864,0.00032035356410587784,0.0004943974335368081,-1.5479945701514354e-07,0.001700422437897229,0.9999985543155289,55.38886345882354,0.0019522309303283691,0.00017290934920310974,0.0009659826755523682,0.0017292345874011517,0.001929145073518157,,11.80951378719908,0.009010624104816815,-0.005706527183406251,3116.314055904984,3116.3570480219055,3116.331046651392
int4_convrot,blocks.0.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.0007297401643503084,0.0009055675708930777,8.110922218899455e-06,0.0017274257222542962,0.9999985081282172,55.252012356454365,0.0019516348838806152,0.0006299614906311035,0.0017825484974309802,0.0019149606814607978,0.001945120980963111,,4.483523569768295,0.005038403330784395,0.04983350611291826,1688.4731777588663,1688.4138684720965,1688.441003913816
int4_convrot,blocks.0.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.000489884849766753,0.0006408610289946368,7.545461783090938e-06,0.0016588382424059253,0.9999986245198355,55.603919221713525,0.0019522309303283691,0.0003901869058609009,0.001398158143274486,0.0018366125877946615,0.0019440309843048453,,3.00985251696693,0.002523358362526094,0.04635931719531072,917.0032074777238,916.949272001727,916.9749780605441
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gguf_q8_0,blocks.10.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,36864,0.0,0.0,0.0,0.0,1.0,3032.0491024505545,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,1602.9140847708964,1602.9140847708964,1602.9140847708964
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gguf_q8_0,blocks.15.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3023.3665538402875,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,217.09778078142267,217.09778078142267,217.09778078142267
gguf_q8_0,blocks.16.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3016.3777211514425,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,43.42822859181783,43.42822859181783,43.42822859181783
gguf_q8_0,blocks.16.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3016.733455248029,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,47.13521851795471,47.13521851795471,47.13521851795471
gguf_q8_0,blocks.16.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,36864,0.0,0.0,0.0,0.0,1.0,3033.0540812467434,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,2020.2639984071461,2020.2639984071461,2020.2639984071461
gguf_q8_0,blocks.16.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3022.7563259487533,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,188.63948186364064,188.63948186364064,188.63948186364064
gguf_q8_0,blocks.16.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3023.6576902982956,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,232.15018272223207,232.15018272223207,232.15018272223207
gguf_q8_0,blocks.17.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3016.157676750684,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,41.28266021765892,41.28266021765892,41.28266021765892
gguf_q8_0,blocks.17.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3016.555234577332,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,45.24008973953777,45.24008973953777,45.24008973953777
gguf_q8_0,blocks.17.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,36864,0.0,0.0,0.0,0.0,1.0,3034.390884656636,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,2748.4539553807945,2748.4539553807945,2748.4539553807945
gguf_q8_0,blocks.17.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3022.467606757834,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,176.50648882595675,176.50648882595675,176.50648882595675
gguf_q8_0,blocks.17.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3023.277036970575,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,212.66875912023244,212.66875912023244,212.66875912023244
gguf_q8_0,blocks.18.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3017.548555926433,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,56.86638128703289,56.86638128703289,56.86638128703289
gguf_q8_0,blocks.18.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3017.721531380809,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,59.17702635520847,59.17702635520847,59.17702635520847
gguf_q8_0,blocks.18.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,36864,0.0,0.0,0.0,0.0,1.0,3034.829426944318,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,3040.4838044884727,3040.4838044884727,3040.4838044884727
gguf_q8_0,blocks.18.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3022.4144394953746,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,174.3588313763219,174.3588313763219,174.3588313763219
gguf_q8_0,blocks.18.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3022.0767434284626,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,161.31484784701573,161.31484784701573,161.31484784701573
gguf_q8_0,blocks.19.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3017.971830045621,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,62.68779651037281,62.68779651037281,62.68779651037281
gguf_q8_0,blocks.19.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3018.3411634107533,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,68.25215070821724,68.25215070821724,68.25215070821724
gguf_q8_0,blocks.19.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,36864,0.0,0.0,0.0,0.0,1.0,3035.2085162641315,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,3317.8108756490255,3317.8108756490255,3317.8108756490255
gguf_q8_0,blocks.19.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3022.1361120381534,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,163.53518395789598,163.53518395789598,163.53518395789598
gguf_q8_0,blocks.19.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3024.163206984059,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,260.8078736682095,260.8078736682095,260.8078736682095
gguf_q8_0,blocks.2.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3012.9229548959397,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,19.601779052117678,19.601779052117678,19.601779052117678
gguf_q8_0,blocks.2.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3013.1116195710797,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,20.47207939221326,20.47207939221326,20.47207939221326
gguf_q8_0,blocks.2.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,36864,0.0,0.0,0.0,0.0,1.0,3031.0475285383295,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,1272.7785683195852,1272.7785683195852,1272.7785683195852
gguf_q8_0,blocks.2.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3027.6613687375157,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,583.6290138308091,583.6290138308091,583.6290138308091
gguf_q8_0,blocks.2.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3027.302829912746,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,537.3818464953479,537.3818464953479,537.3818464953479
gguf_q8_0,blocks.20.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3018.240736395882,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,66.69198435011903,66.69198435011903,66.69198435011903
gguf_q8_0,blocks.20.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3018.4986946323693,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,70.77330276764633,70.77330276764633,70.77330276764633
gguf_q8_0,blocks.20.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,36864,0.0,0.0,0.0,0.0,1.0,3035.977794748289,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,3960.7686407822985,3960.7686407822985,3960.7686407822985
gguf_q8_0,blocks.20.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3022.306706241444,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,170.08680536706163,170.08680536706163,170.08680536706163
gguf_q8_0,blocks.20.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3023.77397199692,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,238.44993022771283,238.44993022771283,238.44993022771283
gguf_q8_0,blocks.21.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3016.354372403217,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,43.19537416885927,43.19537416885927,43.19537416885927
gguf_q8_0,blocks.21.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3016.6985412900876,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,46.7578064615879,46.7578064615879,46.7578064615879
gguf_q8_0,blocks.21.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,36864,0.0,0.0,0.0,0.0,1.0,3036.771215627492,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,4754.6829497085955,4754.6829497085955,4754.6829497085955
gguf_q8_0,blocks.21.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3023.3734824869935,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,217.44441063857215,217.44441063857215,217.44441063857215
gguf_q8_0,blocks.21.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3024.7643454010067,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,299.5260091869268,299.5260091869268,299.5260091869268
gguf_q8_0,blocks.22.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3017.305664487624,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,53.773270204496946,53.773270204496946,53.773270204496946
gguf_q8_0,blocks.22.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3017.789251406253,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,60.10701220482715,60.10701220482715,60.10701220482715
gguf_q8_0,blocks.22.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,36864,0.0,0.0,0.0,0.0,1.0,3036.104014572432,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,4077.570299466506,4077.570299466506,4077.570299466506
gguf_q8_0,blocks.22.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3024.3712087558056,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,273.6030129512173,273.6030129512173,273.6030129512173
gguf_q8_0,blocks.22.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3026.2610138753057,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,422.76729921639185,422.76729921639185,422.76729921639185
gguf_q8_0,blocks.23.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3017.2719011942045,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,53.356842255942034,53.356842255942034,53.356842255942034
gguf_q8_0,blocks.23.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3017.5384760565175,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,56.73454884019492,56.73454884019492,56.73454884019492
gguf_q8_0,blocks.23.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,36864,0.0,0.0,0.0,0.0,1.0,3037.980660311666,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,6281.538575606384,6281.538575606384,6281.538575606384
gguf_q8_0,blocks.23.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3023.4276156419305,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,220.17173470979594,220.17173470979594,220.17173470979594
gguf_q8_0,blocks.23.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3025.2563407684215,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,335.45485120750595,335.45485120750595,335.45485120750595
gguf_q8_0,blocks.24.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3017.4454889838753,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,55.532713938073044,55.532713938073044,55.532713938073044
gguf_q8_0,blocks.24.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3017.767621982287,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,59.80840192089205,59.80840192089205,59.80840192089205
gguf_q8_0,blocks.24.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,36864,0.0,0.0,0.0,0.0,1.0,3038.433112103134,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,6971.258873714767,6971.258873714767,6971.258873714767
gguf_q8_0,blocks.24.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3024.5363368908083,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,284.20629239479285,284.20629239479285,284.20629239479285
gguf_q8_0,blocks.24.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3027.4727038356305,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,558.8179960154142,558.8179960154142,558.8179960154142
gguf_q8_0,blocks.25.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3017.298901887585,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,53.689602519239074,53.689602519239074,53.689602519239074
gguf_q8_0,blocks.25.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3017.787393953236,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,60.08131027122167,60.08131027122167,60.08131027122167
gguf_q8_0,blocks.25.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,36864,0.0,0.0,0.0,0.0,1.0,3039.427302852465,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,8764.563366180286,8764.563366180286,8764.563366180286
gguf_q8_0,blocks.25.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3025.494044872828,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,354.32719589224155,354.32719589224155,354.32719589224155
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gguf_q8_0,blocks.26.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3018.7925279749343,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,75.72735664126172,75.72735664126172,75.72735664126172
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gguf_q8_0,txtfusion.layerwise_blocks.0.prenorm.scale,text_fusion.layerwise,False,torch.float32,torch.float32,F32,2560,0.0,0.0,0.0,0.0,1.0,3028.1133861515577,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,647.6473832660386,647.6473832660386,647.6473832660386
gguf_q8_0,txtfusion.layerwise_blocks.1.attn.qknorm.knorm.scale,text_fusion.layerwise,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,2999.5263100213488,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,0.8966666188743151,0.8966666188743151,0.8966666188743151
gguf_q8_0,txtfusion.layerwise_blocks.1.attn.qknorm.qnorm.scale,text_fusion.layerwise,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,2999.5241094276575,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,0.8962123881263461,0.8962123881263461,0.8962123881263461
gguf_q8_0,txtfusion.layerwise_blocks.1.postnorm.scale,text_fusion.layerwise,False,torch.float32,torch.float32,F32,2560,0.0,0.0,0.0,0.0,1.0,3028.1796483802736,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,657.6045932739753,657.6045932739753,657.6045932739753
gguf_q8_0,txtfusion.layerwise_blocks.1.prenorm.scale,text_fusion.layerwise,False,torch.float32,torch.float32,F32,2560,0.0,0.0,0.0,0.0,1.0,3018.027393486081,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,63.494973841194394,63.494973841194394,63.494973841194394
gguf_q8_0,txtfusion.projector.weight,text_fusion.other,False,torch.float32,torch.float32,F32,12,0.0,0.0,0.0,0.0,1.0,3006.7581460869505,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,4.7403958439826965,4.7403958439826965,4.7403958439826965
gguf_q8_0,txtfusion.refiner_blocks.0.attn.qknorm.knorm.scale,text_fusion.refiner,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3007.101430402474,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,5.130303290380982,5.130303290380982,5.130303290380982
gguf_q8_0,txtfusion.refiner_blocks.0.attn.qknorm.qnorm.scale,text_fusion.refiner,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3007.097369863367,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,5.125508833520077,5.125508833520077,5.125508833520077
gguf_q8_0,txtfusion.refiner_blocks.0.postnorm.scale,text_fusion.refiner,False,torch.float32,torch.float32,F32,2560,0.0,0.0,0.0,0.0,1.0,3025.608854051842,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,363.81902460317065,363.81902460317065,363.81902460317065
gguf_q8_0,txtfusion.refiner_blocks.0.prenorm.scale,text_fusion.refiner,False,torch.float32,torch.float32,F32,2560,0.0,0.0,0.0,0.0,1.0,3018.2220173823353,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,66.40514635891581,66.40514635891581,66.40514635891581
gguf_q8_0,txtfusion.refiner_blocks.1.attn.qknorm.knorm.scale,text_fusion.refiner,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3004.733735052832,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,2.9742228461401448,2.9742228461401448,2.9742228461401448
gguf_q8_0,txtfusion.refiner_blocks.1.attn.qknorm.qnorm.scale,text_fusion.refiner,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3004.7292156697577,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,2.971129401137676,2.971129401137676,2.971129401137676
gguf_q8_0,txtfusion.refiner_blocks.1.postnorm.scale,text_fusion.refiner,False,torch.float32,torch.float32,F32,2560,0.0,0.0,0.0,0.0,1.0,3024.0658810027758,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,255.02813812932789,255.02813812932789,255.02813812932789
gguf_q8_0,txtfusion.refiner_blocks.1.prenorm.scale,text_fusion.refiner,False,torch.float32,torch.float32,F32,2560,0.0,0.0,0.0,0.0,1.0,3016.1379986349693,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,41.09602940826061,41.09602940826061,41.09602940826061
gguf_q8_0,txtmlp.0.scale,conditioning_projection,False,torch.float32,torch.float32,F32,2560,0.0,0.0,0.0,0.0,1.0,3021.6052249509594,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,144.71798105419148,144.71798105419148,144.71798105419148
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gguf_q8_0,txtmlp.1.weight,conditioning_projection,True,torch.float32,torch.float32,Q8_0,15728640,0.0003357333329554346,0.00040278843601382634,2.397643124411412e-08,0.005373075927766293,0.9999855658669505,45.395540446110076,0.005645751953125,0.000316619873046875,0.000732421875,0.0008544921875,0.0010986328125,,5280.628730056167,2.5517913410601896,0.3771166555234231,88389.20017483605,88394.32813944032,88390.48826146765
gguf_q8_0,txtmlp.3.bias,conditioning_projection,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3017.3857455393654,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,54.774012167612284,54.774012167612284,54.774012167612284
gguf_q8_0,txtmlp.3.weight,conditioning_projection,True,torch.float32,torch.float32,Q8_0,37748736,0.000287321319426399,0.00035095072485349,1.1118608001113738e-08,0.005579971479188176,0.9999844331070751,45.067360417172615,0.006103515625,0.00026702880859375,0.0006256103515625,0.000823974609375,0.00128173828125,,10846.016634198808,4.649376343294572,0.4197133981215302,149324.38791799961,149334.78511600784,149327.2618288321
gguf_q8_0,blocks.0.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.float32,Q8_0,37748736,0.00013110293039519987,0.0001685957008652304,3.5213029434837273e-10,0.005899478718995944,0.9999825992492192,44.58372722297146,0.00313568115234375,0.0001068115234375,0.000335693359375,0.00046406686305999756,0.000640869140625,,4948.969908314775,1.0729893371404113,0.013292473518959014,30829.61692928,30831.718379100483,30830.131159521676
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gguf_q8_0,blocks.0.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.float32,Q8_0,100663296,0.00014694778121683325,0.00020933606879644797,2.3719286135175332e-08,0.006963007325448498,0.9999757598378273,43.14406295847264,0.00506591796875,0.0001201629638671875,0.0003814697265625,0.00079345703125,0.00146484375,,14792.247997173326,4.4112256550762075,2.3876615211338503,90984.11402475153,90990.82302294305,90985.26291101974
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gguf_q4_k_m,blocks.12.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3016.922675883481,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,49.23427967690966,49.23427967690966,49.23427967690966
gguf_q4_k_m,blocks.12.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3017.087659912409,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,51.140620279977604,51.140620279977604,51.140620279977604
gguf_q4_k_m,blocks.12.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,36864,0.0,0.0,0.0,0.0,1.0,3032.2112110175767,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,1663.8765528428667,1663.8765528428667,1663.8765528428667
gguf_q4_k_m,blocks.12.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3023.622433456507,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,230.27317320005932,230.27317320005932,230.27317320005932
gguf_q4_k_m,blocks.12.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3023.0816997547463,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,203.31525965874948,203.31525965874948,203.31525965874948
gguf_q4_k_m,blocks.13.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3015.9033989270843,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,38.93497433075437,38.93497433075437,38.93497433075437
gguf_q4_k_m,blocks.13.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3016.191337121981,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,41.6038682312106,41.6038682312106,41.6038682312106
gguf_q4_k_m,blocks.13.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,36864,0.0,0.0,0.0,0.0,1.0,3032.8133501889815,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,1911.3271059501965,1911.3271059501965,1911.3271059501965
gguf_q4_k_m,blocks.13.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3023.0959496361393,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,203.98346447657067,203.98346447657067,203.98346447657067
gguf_q4_k_m,blocks.13.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3022.594274733683,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,181.7303543349397,181.7303543349397,181.7303543349397
gguf_q4_k_m,blocks.14.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3017.5433492355937,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,56.79824589424645,56.79824589424645,56.79824589424645
gguf_q4_k_m,blocks.14.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3017.751949417635,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,59.59295784118156,59.59295784118156,59.59295784118156
gguf_q4_k_m,blocks.14.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,36864,0.0,0.0,0.0,0.0,1.0,3032.9138100409828,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,1956.0547390458814,1956.0547390458814,1956.0547390458814
gguf_q4_k_m,blocks.14.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3023.1099923949787,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,204.64410531558516,204.64410531558516,204.64410531558516
gguf_q4_k_m,blocks.14.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3022.4386515390406,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,175.33360159329268,175.33360159329268,175.33360159329268
gguf_q4_k_m,blocks.15.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3017.149846516915,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,51.87817044516217,51.87817044516217,51.87817044516217
gguf_q4_k_m,blocks.15.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3017.4922870737955,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,56.13435119197026,56.13435119197026,56.13435119197026
gguf_q4_k_m,blocks.15.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,36864,0.0,0.0,0.0,0.0,1.0,3033.4634875108786,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,2219.978411377165,2219.978411377165,2219.978411377165
gguf_q4_k_m,blocks.15.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3023.0016588023836,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,199.6024557683619,199.6024557683619,199.6024557683619
gguf_q4_k_m,blocks.15.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3023.3665538402875,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,217.09778078142267,217.09778078142267,217.09778078142267
gguf_q4_k_m,blocks.16.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3016.3777211514425,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,43.42822859181783,43.42822859181783,43.42822859181783
gguf_q4_k_m,blocks.16.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3016.733455248029,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,47.13521851795471,47.13521851795471,47.13521851795471
gguf_q4_k_m,blocks.16.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,36864,0.0,0.0,0.0,0.0,1.0,3033.0540812467434,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,2020.2639984071461,2020.2639984071461,2020.2639984071461
gguf_q4_k_m,blocks.16.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3022.7563259487533,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,188.63948186364064,188.63948186364064,188.63948186364064
gguf_q4_k_m,blocks.16.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3023.6576902982956,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,232.15018272223207,232.15018272223207,232.15018272223207
gguf_q4_k_m,blocks.17.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3016.157676750684,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,41.28266021765892,41.28266021765892,41.28266021765892
gguf_q4_k_m,blocks.17.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3016.555234577332,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,45.24008973953777,45.24008973953777,45.24008973953777
gguf_q4_k_m,blocks.17.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,36864,0.0,0.0,0.0,0.0,1.0,3034.390884656636,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,2748.4539553807945,2748.4539553807945,2748.4539553807945
gguf_q4_k_m,blocks.17.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3022.467606757834,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,176.50648882595675,176.50648882595675,176.50648882595675
gguf_q4_k_m,blocks.17.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3023.277036970575,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,212.66875912023244,212.66875912023244,212.66875912023244
gguf_q4_k_m,blocks.18.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3017.548555926433,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,56.86638128703289,56.86638128703289,56.86638128703289
gguf_q4_k_m,blocks.18.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3017.721531380809,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,59.17702635520847,59.17702635520847,59.17702635520847
gguf_q4_k_m,blocks.18.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,36864,0.0,0.0,0.0,0.0,1.0,3034.829426944318,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,3040.4838044884727,3040.4838044884727,3040.4838044884727
gguf_q4_k_m,blocks.18.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3022.4144394953746,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,174.3588313763219,174.3588313763219,174.3588313763219
gguf_q4_k_m,blocks.18.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3022.0767434284626,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,161.31484784701573,161.31484784701573,161.31484784701573
gguf_q4_k_m,blocks.19.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3017.971830045621,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,62.68779651037281,62.68779651037281,62.68779651037281
gguf_q4_k_m,blocks.19.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3018.3411634107533,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,68.25215070821724,68.25215070821724,68.25215070821724
gguf_q4_k_m,blocks.19.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,36864,0.0,0.0,0.0,0.0,1.0,3035.2085162641315,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,3317.8108756490255,3317.8108756490255,3317.8108756490255
gguf_q4_k_m,blocks.19.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3022.1361120381534,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,163.53518395789598,163.53518395789598,163.53518395789598
gguf_q4_k_m,blocks.19.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3024.163206984059,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,260.8078736682095,260.8078736682095,260.8078736682095
gguf_q4_k_m,blocks.2.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3012.9229548959397,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,19.601779052117678,19.601779052117678,19.601779052117678
gguf_q4_k_m,blocks.2.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3013.1116195710797,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,20.47207939221326,20.47207939221326,20.47207939221326
gguf_q4_k_m,blocks.2.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,36864,0.0,0.0,0.0,0.0,1.0,3031.0475285383295,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,1272.7785683195852,1272.7785683195852,1272.7785683195852
gguf_q4_k_m,blocks.2.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3027.6613687375157,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,583.6290138308091,583.6290138308091,583.6290138308091
gguf_q4_k_m,blocks.2.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3027.302829912746,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,537.3818464953479,537.3818464953479,537.3818464953479
gguf_q4_k_m,blocks.20.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3018.240736395882,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,66.69198435011903,66.69198435011903,66.69198435011903
gguf_q4_k_m,blocks.20.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3018.4986946323693,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,70.77330276764633,70.77330276764633,70.77330276764633
gguf_q4_k_m,blocks.20.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,36864,0.0,0.0,0.0,0.0,1.0,3035.977794748289,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,3960.7686407822985,3960.7686407822985,3960.7686407822985
gguf_q4_k_m,blocks.20.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3022.306706241444,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,170.08680536706163,170.08680536706163,170.08680536706163
gguf_q4_k_m,blocks.20.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3023.77397199692,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,238.44993022771283,238.44993022771283,238.44993022771283
gguf_q4_k_m,blocks.21.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3016.354372403217,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,43.19537416885927,43.19537416885927,43.19537416885927
gguf_q4_k_m,blocks.21.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3016.6985412900876,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,46.7578064615879,46.7578064615879,46.7578064615879
gguf_q4_k_m,blocks.21.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,36864,0.0,0.0,0.0,0.0,1.0,3036.771215627492,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,4754.6829497085955,4754.6829497085955,4754.6829497085955
gguf_q4_k_m,blocks.21.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3023.3734824869935,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,217.44441063857215,217.44441063857215,217.44441063857215
gguf_q4_k_m,blocks.21.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3024.7643454010067,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,299.5260091869268,299.5260091869268,299.5260091869268
gguf_q4_k_m,blocks.22.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3017.305664487624,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,53.773270204496946,53.773270204496946,53.773270204496946
gguf_q4_k_m,blocks.22.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3017.789251406253,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,60.10701220482715,60.10701220482715,60.10701220482715
gguf_q4_k_m,blocks.22.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,36864,0.0,0.0,0.0,0.0,1.0,3036.104014572432,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,4077.570299466506,4077.570299466506,4077.570299466506
gguf_q4_k_m,blocks.22.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3024.3712087558056,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,273.6030129512173,273.6030129512173,273.6030129512173
gguf_q4_k_m,blocks.22.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3026.2610138753057,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,422.76729921639185,422.76729921639185,422.76729921639185
gguf_q4_k_m,blocks.23.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3017.2719011942045,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,53.356842255942034,53.356842255942034,53.356842255942034
gguf_q4_k_m,blocks.23.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3017.5384760565175,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,56.73454884019492,56.73454884019492,56.73454884019492
gguf_q4_k_m,blocks.23.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,36864,0.0,0.0,0.0,0.0,1.0,3037.980660311666,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,6281.538575606384,6281.538575606384,6281.538575606384
gguf_q4_k_m,blocks.23.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3023.4276156419305,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,220.17173470979594,220.17173470979594,220.17173470979594
gguf_q4_k_m,blocks.23.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3025.2563407684215,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,335.45485120750595,335.45485120750595,335.45485120750595
gguf_q4_k_m,blocks.24.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3017.4454889838753,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,55.532713938073044,55.532713938073044,55.532713938073044
gguf_q4_k_m,blocks.24.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3017.767621982287,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,59.80840192089205,59.80840192089205,59.80840192089205
gguf_q4_k_m,blocks.24.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,36864,0.0,0.0,0.0,0.0,1.0,3038.433112103134,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,6971.258873714767,6971.258873714767,6971.258873714767
gguf_q4_k_m,blocks.24.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3024.5363368908083,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,284.20629239479285,284.20629239479285,284.20629239479285
gguf_q4_k_m,blocks.24.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3027.4727038356305,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,558.8179960154142,558.8179960154142,558.8179960154142
gguf_q4_k_m,blocks.25.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3017.298901887585,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,53.689602519239074,53.689602519239074,53.689602519239074
gguf_q4_k_m,blocks.25.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3017.787393953236,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,60.08131027122167,60.08131027122167,60.08131027122167
gguf_q4_k_m,blocks.25.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,36864,0.0,0.0,0.0,0.0,1.0,3039.427302852465,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,8764.563366180286,8764.563366180286,8764.563366180286
gguf_q4_k_m,blocks.25.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3025.494044872828,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,354.32719589224155,354.32719589224155,354.32719589224155
gguf_q4_k_m,blocks.25.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3028.5490772802855,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,715.9912716347285,715.9912716347285,715.9912716347285
gguf_q4_k_m,blocks.26.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3018.7925279749343,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,75.72735664126172,75.72735664126172,75.72735664126172
gguf_q4_k_m,blocks.26.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3018.883537505255,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,77.33102212673415,77.33102212673415,77.33102212673415
gguf_q4_k_m,blocks.26.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,36864,0.0,0.0,0.0,0.0,1.0,3040.2998881753347,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,10714.917154915467,10714.917154915467,10714.917154915467
gguf_q4_k_m,blocks.26.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3027.3378618298143,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,541.7341117616953,541.7341117616953,541.7341117616953
gguf_q4_k_m,blocks.26.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3027.4587281289514,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,557.0225958888989,557.0225958888989,557.0225958888989
gguf_q4_k_m,blocks.27.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3012.328062504608,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,17.09252604993246,17.09252604993246,17.09252604993246
gguf_q4_k_m,blocks.27.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3012.4257773410427,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,17.48146134026573,17.48146134026573,17.48146134026573
gguf_q4_k_m,blocks.27.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,36864,0.0,0.0,0.0,0.0,1.0,3036.1421382021585,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,4113.521960855104,4113.521960855104,4113.521960855104
gguf_q4_k_m,blocks.27.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3028.851141855094,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,767.56327199091,767.56327199091,767.56327199091
gguf_q4_k_m,blocks.27.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3026.2792223716733,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,424.54354026777673,424.54354026777673,424.54354026777673
gguf_q4_k_m,blocks.3.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3011.8993464406685,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,15.485835587574392,15.485835587574392,15.485835587574392
gguf_q4_k_m,blocks.3.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3012.1555048369255,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,16.426705975316004,16.426705975316004,16.426705975316004
gguf_q4_k_m,blocks.3.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,36864,0.0,0.0,0.0,0.0,1.0,3029.4485042550673,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,880.7454849767612,880.7454849767612,880.7454849767612
gguf_q4_k_m,blocks.3.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3026.8603720503365,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,485.33007551965665,485.33007551965665,485.33007551965665
gguf_q4_k_m,blocks.3.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3026.1229507200333,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,409.5388175271572,409.5388175271572,409.5388175271572
gguf_q4_k_m,blocks.4.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3012.62066182711,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,18.283788239827643,18.283788239827643,18.283788239827643
gguf_q4_k_m,blocks.4.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3012.5047970942574,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,17.80244732499274,17.80244732499274,17.80244732499274
gguf_q4_k_m,blocks.4.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,36864,0.0,0.0,0.0,0.0,1.0,3028.3592628881497,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,685.3718909616982,685.3718909616982,685.3718909616982
gguf_q4_k_m,blocks.4.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3026.5677702203952,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,453.70861116592965,453.70861116592965,453.70861116592965
gguf_q4_k_m,blocks.4.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3025.299870128866,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,338.83402351756837,338.83402351756837,338.83402351756837
gguf_q4_k_m,blocks.5.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3011.419094907426,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,13.86466851766523,13.86466851766523,13.86466851766523
gguf_q4_k_m,blocks.5.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3011.452257664583,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,13.970944469455745,13.970944469455745,13.970944469455745
gguf_q4_k_m,blocks.5.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,36864,0.0,0.0,0.0,0.0,1.0,3027.513722755658,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,564.12101100037,564.12101100037,564.12101100037
gguf_q4_k_m,blocks.5.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3026.3117772576384,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,427.73789295973575,427.73789295973575,427.73789295973575
gguf_q4_k_m,blocks.5.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3024.961852210572,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,313.46223157121875,313.46223157121875,313.46223157121875
gguf_q4_k_m,blocks.6.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3013.204103876328,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,20.91271349439484,20.91271349439484,20.91271349439484
gguf_q4_k_m,blocks.6.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3013.31658930059,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,21.461443536212983,21.461443536212983,21.461443536212983
gguf_q4_k_m,blocks.6.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,36864,0.0,0.0,0.0,0.0,1.0,3026.5833686800083,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,455.3411163909159,455.3411163909159,455.3411163909159
gguf_q4_k_m,blocks.6.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3025.9832551183154,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,396.5751633869045,396.5751633869045,396.5751633869045
gguf_q4_k_m,blocks.6.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3024.1755181994004,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,261.5482508426287,261.5482508426287,261.5482508426287
gguf_q4_k_m,blocks.7.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3013.102457952563,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,20.428938229123595,20.428938229123595,20.428938229123595
gguf_q4_k_m,blocks.7.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3013.2654218537355,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,21.210074080134603,21.210074080134603,21.210074080134603
gguf_q4_k_m,blocks.7.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,36864,0.0,0.0,0.0,0.0,1.0,3026.6333135533837,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,460.6078713155083,460.6078713155083,460.6078713155083
gguf_q4_k_m,blocks.7.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3025.7746311720957,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,377.9750361202064,377.9750361202064,377.9750361202064
gguf_q4_k_m,blocks.7.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3024.4407730057064,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,278.02080761318246,278.02080761318246,278.02080761318246
gguf_q4_k_m,blocks.8.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3013.5961722623647,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,22.888494421895498,22.888494421895498,22.888494421895498
gguf_q4_k_m,blocks.8.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3013.7510002736235,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,23.719199469455006,23.719199469455006,23.719199469455006
gguf_q4_k_m,blocks.8.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,36864,0.0,0.0,0.0,0.0,1.0,3027.30090911334,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,537.1442255845575,537.1442255845575,537.1442255845575
gguf_q4_k_m,blocks.8.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3025.7546886669443,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,376.24337950977633,376.24337950977633,376.24337950977633
gguf_q4_k_m,blocks.8.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3024.212240943157,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,263.7692073908553,263.7692073908553,263.7692073908553
gguf_q4_k_m,blocks.9.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3013.8970604304704,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,24.530479813785746,24.530479813785746,24.530479813785746
gguf_q4_k_m,blocks.9.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3013.9599480123006,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,24.888275253199208,24.888275253199208,24.888275253199208
gguf_q4_k_m,blocks.9.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,36864,0.0,0.0,0.0,0.0,1.0,3029.7420934633155,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,942.3437323039925,942.3437323039925,942.3437323039925
gguf_q4_k_m,blocks.9.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3025.6241961148535,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,365.10653926979865,365.10653926979865,365.10653926979865
gguf_q4_k_m,blocks.9.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3024.6675315198236,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,292.92278323883124,292.92278323883124,292.92278323883124
gguf_q4_k_m,first.bias,input_projection,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3020.4977371186887,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,112.14339814745858,112.14339814745858,112.14339814745858
gguf_q4_k_m,first.weight,input_projection,False,torch.float32,torch.float16,F16,393216,4.7689259948432055e-12,3.5134326932415295e-10,4.571158266723311e-13,6.366820308894944e-09,1.0000000000000002,163.92154814158485,2.9802322387695312e-08,0.0,0.0,0.0,0.0,,1.875218003988266e-06,4.853940600152429e-14,1.7974525690078735e-07,1197.4276203311433,1197.4276203311429,1197.4276203311433
gguf_q4_k_m,last.linear.bias,output_projection,False,torch.float32,torch.float32,F32,64,0.0,0.0,0.0,0.0,1.0,2996.3860239367245,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,0.43511333527180723,0.43511333527180723,0.43511333527180723
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gguf_q4_k_m,last.modulation.lin,output_projection,False,torch.float32,torch.float32,F32,12288,0.0,0.0,0.0,0.0,1.0,3035.8599782817078,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,3854.764299620756,3854.764299620756,3854.764299620756
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gguf_q4_k_m,tmlp.0.bias,conditioning_projection,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,2993.2244257766456,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,0.21010799462814084,0.21010799462814084,0.21010799462814084
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gguf_q4_k_m,tmlp.2.bias,conditioning_projection,False,torch.float32,torch.float32,F32,6144,0.0,0.0,0.0,0.0,1.0,3004.979160825042,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,3.1471401423471175,3.1471401423471175,3.1471401423471175
gguf_q4_k_m,tmlp.2.weight,conditioning_projection,True,torch.float32,torch.float32,Q5_K,37748736,0.0001530491914859521,0.0001920198621530866,-1.6521328244938226e-06,0.03744056729127885,0.9992989486801049,28.53315159098338,0.0137481689453125,0.000141143798828125,0.00032806396484375,0.00041451677680015564,0.0008436664938926697,,5777.413524416654,1.3918573309266011,-62.36592582875164,992.9099900374877,992.3718321503616,991.9449824284613
gguf_q4_k_m,tproj.1.bias,conditioning_projection,False,torch.float32,torch.float32,F32,36864,0.0,0.0,0.0,0.0,1.0,3026.4679480704763,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,443.39909978349993,443.39909978349993,443.39909978349993
gguf_q4_k_m,tproj.1.weight,conditioning_projection,True,torch.float32,torch.float32,Q4_K,226492416,0.0014881519357461603,0.0018710408217076637,-7.773518048672517e-06,0.07450703751462408,0.997224552052266,22.556054086129436,0.0611572265625,0.00128173828125,0.003509521484375,0.004791259765625,0.008329153060913086,,337055.12730222463,792.9032358266056,-1760.642883663444,142832.02676699654,142852.48972674782,142445.8066289589
gguf_q4_k_m,txtfusion.layerwise_blocks.0.attn.qknorm.knorm.scale,text_fusion.layerwise,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3006.9178308726937,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,4.917938429670652,4.917938429670652,4.917938429670652
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gguf_q4_k_m,txtfusion.layerwise_blocks.1.attn.qknorm.knorm.scale,text_fusion.layerwise,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,2999.5263100213488,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,0.8966666188743151,0.8966666188743151,0.8966666188743151
gguf_q4_k_m,txtfusion.layerwise_blocks.1.attn.qknorm.qnorm.scale,text_fusion.layerwise,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,2999.5241094276575,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,0.8962123881263461,0.8962123881263461,0.8962123881263461
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gguf_q4_k_m,txtfusion.refiner_blocks.0.attn.qknorm.knorm.scale,text_fusion.refiner,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3007.101430402474,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,5.130303290380982,5.130303290380982,5.130303290380982
gguf_q4_k_m,txtfusion.refiner_blocks.0.attn.qknorm.qnorm.scale,text_fusion.refiner,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3007.097369863367,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,5.125508833520077,5.125508833520077,5.125508833520077
gguf_q4_k_m,txtfusion.refiner_blocks.0.postnorm.scale,text_fusion.refiner,False,torch.float32,torch.float32,F32,2560,0.0,0.0,0.0,0.0,1.0,3025.608854051842,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,363.81902460317065,363.81902460317065,363.81902460317065
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gguf_q4_k_m,txtfusion.refiner_blocks.1.attn.qknorm.knorm.scale,text_fusion.refiner,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3004.733735052832,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,2.9742228461401448,2.9742228461401448,2.9742228461401448
gguf_q4_k_m,txtfusion.refiner_blocks.1.attn.qknorm.qnorm.scale,text_fusion.refiner,False,torch.float32,torch.float32,F32,128,0.0,0.0,0.0,0.0,1.0,3004.7292156697577,0.0,0.0,0.0,0.0,0.0,,0.0,0.0,0.0,2.971129401137676,2.971129401137676,2.971129401137676
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gguf_q4_k_m,txtmlp.1.weight,conditioning_projection,True,torch.float32,torch.float32,Q5_K,15728640,0.0022711708907240686,0.002713515019636322,-2.1653574990569227e-05,0.03619746975839128,0.999344761526043,28.826435721034883,0.0272216796875,0.0020751953125,0.0048828125,0.005859375,0.007080078125,,35722.429318678216,115.8125520702707,-340.5812857396668,88389.20017483605,88354.22846053238,88313.80804164908
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