metrics/weight_parameters_mxfp8.csv

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
mxfp8,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
mxfp8,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
mxfp8,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
mxfp8,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
mxfp8,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
mxfp8,blocks.0.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,37748736,0.0003417435339623462,0.0006821697753823171,2.07443967185685e-07,0.02657474299663645,0.9996468322072836,31.510618536606824,0.0546875,0.000152587890625,0.001220703125,0.0029296875,0.005859375,0.0019248061580583453,12900.386443251642,17.56658578282334,7.830747552085086,24874.205300964153,24852.752562883754,24854.695639032547
mxfp8,blocks.0.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,9437184,0.0005791509093492661,0.001151919820894318,1.943796297809719e-07,0.026574667486914446,0.9996468360693909,31.51064321680952,0.125,0.000244140625,0.001953125,0.00390625,0.0078125,0.0019001431064680219,5465.553695296345,12.52238133970629,1.8343963320949115,17731.73559552023,17715.701308368185,17717.457261274354
mxfp8,blocks.0.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,9437184,0.000543047370870475,0.0009290602603617534,3.46362053823484e-07,0.026587920045714895,0.9996464882070533,31.50631271782934,0.0546875,0.00030517578125,0.001953125,0.00341796875,0.0068359375,0.0019155078334733844,5124.837959620912,8.145733373343607,3.268682432550122,11522.891230460818,11511.580704245756,11513.163100666616
mxfp8,blocks.0.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,37748736,0.00046694564127637453,0.0007602101216289929,3.0191538229379287e-07,0.02660117317048666,0.9996461510045295,31.50198419201516,0.03125,0.000244140625,0.001708984375,0.0029296875,0.00390625,0.0019666883163154125,17626.607738892566,21.815727955617305,11.396924060547462,30829.61692928,30794.072499907954,30800.93685061617
mxfp8,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
mxfp8,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
mxfp8,blocks.0.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,37748736,0.00045456429757327805,0.0007963353551309464,8.111977309900135e-08,0.02659196018076244,0.9996463965052332,31.504992964303607,0.0625,0.000244140625,0.001708984375,0.00341796875,0.005859375,0.0019532309379428625,17159.227664119113,23.93836085254302,3.062168899094104,33852.73065121806,33813.602421436844,33821.19735590118
mxfp8,blocks.0.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,100663296,0.00033049131338503676,0.0005833089417683381,2.4149598668240705e-07,0.026566404578933965,0.9996470759263052,31.513344355668647,0.02734375,0.00018310546875,0.001220703125,0.001953125,0.00390625,0.0019408464431762695,33268.34490470672,34.25061816867461,24.3097819902232,48529.168457298554,48473.171081158725,48484.04446014429
mxfp8,blocks.0.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,100663296,0.00032066135512356816,0.0006280309289220545,8.642659630036613e-08,0.026661039612948377,0.9996445509166151,31.482458396744853,0.03125,0.000152587890625,0.0009765625,0.00244140625,0.005859375,0.0019247730961069465,32278.828906564857,39.703903865446414,8.69998604565626,55857.18567745108,55795.37273094831,55806.42725226697
mxfp8,blocks.0.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,100663296,0.00044840832859283303,0.0007990100757290031,1.567511754467857e-08,0.02657694415680462,0.9996467873025908,31.50989912259266,0.0546875,0.000244140625,0.001708984375,0.0029296875,0.0068359375,0.0020164053421467543,45138.260310005615,64.26516962114887,1.577908997234772,90984.11402475153,90886.64805220647,90903.24845366844
mxfp8,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
mxfp8,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
mxfp8,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
mxfp8,blocks.1.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,37748736,0.00042732686969906646,0.0007553325748746883,-1.1190756680004577e-07,0.026556155601581994,0.9996473463264125,31.51669590676047,0.0625,0.000244140625,0.001708984375,0.0029296875,0.005859375,0.0019401974277570844,16131.04918997646,21.536684378167184,-4.224369195537292,30538.55152369356,30503.863384779557,30510.439112047483
mxfp8,blocks.1.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,9437184,0.0006223858330822637,0.0010460875620112446,6.927833896984579e-08,0.02656522625037272,0.9996471013603695,31.51372961889819,0.046875,0.0003662109375,0.001953125,0.00390625,0.0078125,0.0019446478690952063,5873.569625790609,10.327102782493599,0.6537924320728052,14633.60948961493,14617.542604839884,14620.412495836159
mxfp8,blocks.1.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,9437184,0.0007857317380537132,0.0012597764202484923,-2.622753841114495e-07,0.026562697700809868,0.9996471764224942,31.51455640454425,0.03125,0.00048828125,0.0029296875,0.00390625,0.0078125,0.00201596156693995,7415.0949866526935,14.977156682745854,-2.4751410585304257,21226.82373620059,21201.96526243194,21206.905920974892
mxfp8,blocks.1.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,37748736,0.0006092683007654005,0.000962663408178874,3.6265032324634315e-08,0.026559290885162692,0.999647265165586,31.515670490276232,0.046875,0.0003662109375,0.001953125,0.00341796875,0.0068359375,0.0019050439586862922,22999.108238761703,34.98254023846932,1.368959131254087,49592.772846422406,49535.47316259877,49546.63173439136
mxfp8,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
mxfp8,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
mxfp8,blocks.1.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,37748736,0.0008360185143516852,0.001316637291174711,1.117788021807083e-07,0.026553715584988917,0.9996474133186917,31.517494015073822,0.0625,0.00048828125,0.0029296875,0.00390625,0.0078125,0.0020380550995469093,31558.642189373975,65.43870812165527,4.219508493915782,92807.7231997119,92700.48701656853,92721.3857540794
mxfp8,blocks.1.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,100663296,0.000705662299480795,0.0010932789413566017,-7.404477485409853e-08,0.02653951423656252,0.9996477921929817,31.522140609319443,0.03125,0.00042724609375,0.00244140625,0.00390625,0.0068359375,0.0021923084277659655,71034.29292867592,120.31869477131484,-7.453591088391477,170823.32577698867,170623.4769482265,170663.24201522194
mxfp8,blocks.1.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,100663296,0.0006570425301417915,0.0010259444097580834,-4.921043796000281e-08,0.026548634538259196,0.9996475525653428,31.519156216884948,0.0625,0.0003662109375,0.001953125,0.00341796875,0.005859375,0.0020082693081349134,66140.06669625208,105.95435331057693,-4.953684882657399,150326.11258746684,150146.96006746395,150183.5591508101
mxfp8,blocks.1.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.float8_e4m3fn,100663296,0.000758344907815151,0.001168990381193974,1.3000420584627012e-07,0.02653952578373845,0.9996477921906523,31.522136830144248,0.0625,0.00048828125,0.00244140625,0.00390625,0.0068359375,0.002152681350708008,76337.49792548925,137.5602706608104,13.08665185434802,195302.00627289334,195073.0111622134,195118.72858222295
mxfp8,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
mxfp8,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
mxfp8,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
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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
mxfp8,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
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
mxfp8,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
mxfp8,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
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
mxfp8,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
mxfp8,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
mxfp8,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
mxfp8,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