metrics/weight_parameters_int4_convrot.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
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
int4_convrot,blocks.0.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.0028489448386225975,0.004240313364426919,-5.556025448115762e-07,0.16518650041581598,0.9866303749263741,15.640508950781985,0.15478515625,0.001953125,0.0084228515625,0.014129638671875,0.02978515625,0.00021017921972088516,107544.06659172704,678.7319908819024,-20.97329378502036,24874.205300964153,25554.183529811387,24874.82841994632
int4_convrot,blocks.0.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.004735863987651418,0.007152448367136154,-3.0903111600564002e-06,0.16500622146287877,0.9866696112991084,15.649993613169231,0.306396484375,0.00341796875,0.0135498046875,0.02118915319442749,0.056810855865478516,0.00021648406982421875,44693.21985044016,482.7829069948521,-29.1638350347057,17731.73559552023,18229.740425768454,17739.346557151075
int4_convrot,blocks.0.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.004378917672875233,0.005735303285767102,-1.8792641668760292e-06,0.16413336325517336,0.9867976375061144,15.696062625752496,0.0478515625,0.00341796875,0.01171875,0.0166015625,0.022639751434326172,0.00021277533960528672,41324.65179977538,310.4239350108161,-17.734961727415794,11522.891230460818,11834.49878802567,11523.483041738007
int4_convrot,blocks.0.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.0034646660040755623,0.0046234667283099416,3.6560561989976455e-07,0.1617837431895955,0.9871650119838657,15.821302410688002,0.0478515625,0.002685546875,0.009521484375,0.01397705078125,0.021024465560913086,0.0002085632731905207,130786.76231602332,806.933763363077,13.801150025712559,30829.61692928,31637.960483711988,30830.321824815222
int4_convrot,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
int4_convrot,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
int4_convrot,blocks.0.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.004080943914440496,0.0056297471250109695,-9.026327087304714e-07,0.18799367679893658,0.9827826759173779,14.517135161270296,0.1083984375,0.0029296875,0.011962887831032276,0.01806640625,0.02655029296875,0.00019110573339276016,154050.47445702087,1196.410427824138,-34.07324382683146,33852.73065121806,35046.075680470676,33851.19795193358
int4_convrot,blocks.0.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.0026778442752105392,0.0035721426089756424,4.163386509072747e-08,0.16269077836524043,0.9870241239498488,15.772741260696264,0.04608154296875,0.0020751953125,0.0072021484375,0.0107421875,0.01611328125,0.00020495057106018066,269560.630917424,1284.484073374869,4.1910020852519665,48529.168457298554,49818.29477274003,48531.48957833138
int4_convrot,blocks.0.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.0027453885280674284,0.0038293822542057356,2.171239073084421e-07,0.16256414655841225,0.9870424571378895,15.779504632255424,0.05169677734375,0.001953125,0.0079345703125,0.012715226970613003,0.019575953483581543,0.00021836161613464355,276359.85803585587,1476.1435291580124,21.856408150066272,55857.18567745108,57332.22341565283,55856.63278197206
int4_convrot,blocks.0.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.003756030619146281,0.005185271233176154,2.2270919962779726e-07,0.17247425056095045,0.9854498731333856,15.265514669671232,0.0823974609375,0.00286865234375,0.01019287109375,0.01717078685760498,0.029020071029663086,9.37183722271584e-05,378094.42200018535,2706.5378407595363,22.418642084056046,90984.11402475153,93688.95507709253,90983.26563054248
int4_convrot,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
int4_convrot,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
int4_convrot,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
int4_convrot,blocks.1.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.003408435616144922,0.00460937960246929,-9.852759921361958e-07,0.16205762338561971,0.9871214820048443,15.806610688323797,0.10791015625,0.0025634765625,0.009521484375,0.01416015625,0.0205078125,0.00021897422266192734,128664.136246852,802.0240016424391,-37.19292331428733,30538.55152369356,31339.86025008692,30538.19388606801
int4_convrot,blocks.1.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.0048091736540317054,0.0063742672388513175,-3.335012066692696e-07,0.16187349656930883,0.9871494636600376,15.816485042960357,0.059814453125,0.00372314453125,0.012939453125,0.01927649974822998,0.02734375,0.00021701389050576836,45385.056661049544,383.444892244392,-3.1473122515599243,14633.60948961493,15015.892240303938,14633.028418836322
int4_convrot,blocks.1.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.006065971058430184,0.007681106217056474,3.419388938281149e-06,0.1619580261799448,0.9871382726748037,15.811950494380437,0.048828125,0.00506591796875,0.01513671875,0.0205078125,0.027099609375,0.00022294785594567657,57245.685017080395,556.7881249652291,32.269402578123845,21226.82373620059,21785.250265030423,21227.642938132278
int4_convrot,blocks.1.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.004618016402537028,0.005870703158604967,6.96289939428052e-07,0.16196908656245573,0.9871354835316133,15.811357340809133,0.048828125,0.00384521484375,0.011688232421875,0.015869140625,0.02166748046875,0.0002200603485107422,174324.28202304,1301.0160590545026,26.284065102925524,49592.772846422406,50893.42881722514,49592.59280229549
int4_convrot,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
int4_convrot,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
int4_convrot,blocks.1.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.006828568273213909,0.008911421151217357,-3.8946360083243664e-07,0.17972401685232267,0.9842321383467341,14.90787766878441,0.1279296875,0.005371095146983862,0.0179443359375,0.025726318359375,0.036865234375,0.0001929071149788797,257769.82100352773,2997.7564882006,-14.701758649433032,92807.7231997119,95814.4563600696,92812.21153578765
int4_convrot,blocks.1.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.005269808808521938,0.006646845995127242,2.9657786491712097e-08,0.16135320753276924,0.9872316331883894,15.844447937096625,0.047119140625,0.00439453125,0.01312255859375,0.0174560546875,0.022902369499206543,0.00022112329315859824,530476.3239556511,4447.360958135952,2.9854505403200164,170823.32577698867,175274.41845160734,170825.19163522514
int4_convrot,blocks.1.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.004945173301510215,0.006243630542839334,3.118987601138038e-07,0.16156807707821164,0.9871990131170154,15.832888875971367,0.060302734375,0.004150390625,0.0123291015625,0.016533896327018738,0.021728515625,0.0002214213163824752,497797.44382122,3924.1494520143183,31.396757211368822,150326.11258746684,154262.6173648181,150332.29025013561
int4_convrot,blocks.1.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.00582101493779207,0.007530783545017923,6.236511166316193e-08,0.17097097399605768,0.9856970111320312,15.341552283775535,0.058868408203125,0.004638671875,0.01513671875,0.021240234375,0.028839111328125,9.307265281677246e-05,585962.5497033847,5708.887387782378,6.277877695421921,195302.00627289334,201007.23623922875,195300.17756216822
int4_convrot,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
int4_convrot,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
int4_convrot,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
int4_convrot,blocks.2.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.005344808581434996,0.006803974726846374,-1.908842252555819e-06,0.1618407441598533,0.9871551140248922,15.818242666067954,0.065185546875,0.00439453125,0.01348876953125,0.01842731237411499,0.025146484375,0.00021701389050576836,201759.76811112417,1747.5427054474344,-72.05638225737493,66719.38956990736,68464.55192618066,66718.19939531983
int4_convrot,blocks.2.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.006815649712746212,0.008628502785548397,6.503818884562307e-06,0.16207752500079134,0.9871207191730342,15.80554407623882,0.0615234375,0.005615234375,0.01708984375,0.02294921875,0.030517578125,0.00021447075414471328,64320.540418733144,702.6083552369814,61.37773551628925,26746.546717151297,27453.47584052279,26748.70710121908
int4_convrot,blocks.2.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.0071085978488676866,0.008965265370464015,2.626539954420082e-07,0.16175586191969762,0.9871697644414166,15.822799436894854,0.064483642578125,0.005859375,0.017578125,0.02392578125,0.03071272373199463,0.00023163689184002578,67085.14588176855,758.5229422886351,2.4787140833213925,28990.02999359367,29750.83058254159,28991.16881692418
int4_convrot,blocks.2.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.005450598481194415,0.00689953734573274,-4.787675321903261e-07,0.16176915697741748,0.987167854616652,15.822085554521585,0.0478515625,0.0045166015625,0.01361083984375,0.01830524206161499,0.024008095264434814,0.00021015273523516953,205753.20310860896,1796.97631736972,-18.07286917802412,68667.44826279429,70470.68523588021,68670.57859065167
int4_convrot,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
int4_convrot,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
int4_convrot,blocks.2.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.00667363604686467,0.00867667916165665,1.2645550441542054e-06,0.17336155946475185,0.9853047632941685,15.220943899951862,0.095703125,0.00537109375,0.017578125,0.0244140625,0.033414602279663086,0.00020048354053869843,251921.32529317806,2841.904578167584,47.73535451924545,94559.220109616,97410.48053752571,94563.89803448424
int4_convrot,blocks.2.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.0055150129628804894,0.006953607599527741,3.95652625482847e-07,0.1615400912779206,0.9872028996092685,15.83439352114704,0.0487060546875,0.004638671875,0.013671875,0.018310546875,0.02423095703125,0.00022437174629885703,555159.3823262757,4867.337989891719,39.827697352156974,186522.34075874672,191398.13744474188,186526.57010679768
int4_convrot,blocks.2.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.005149992529772523,0.006497052420351854,1.2668080090587341e-06,0.16154961314158964,0.9872014898070706,15.833881552762591,0.051513671875,0.00439453125,0.012908935546875,0.0172119140625,0.022216796875,0.00021998088050168008,518415.22242228023,4249.16786051158,127.52106959105004,162814.11137200825,167071.5702446785,162818.256878086
int4_convrot,blocks.2.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.0059391340050819865,0.007708524824761798,-6.911061855542749e-07,0.1708082935161375,0.9857237242679967,15.349820923426208,0.0621795654296875,0.0047607421875,0.015625,0.021728515625,0.0291748046875,9.420514106750488e-05,597852.8043372335,5981.549444465705,-69.5690265238809,205019.79237884452,210998.78018753522,205018.51156095508
int4_convrot,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
int4_convrot,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
int4_convrot,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
int4_convrot,blocks.3.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.005271659537384246,0.006711169482904231,6.553589589665861e-07,0.16174892164566043,0.9871698759123859,15.823172120437212,0.06036376953125,0.00439453125,0.01318359375,0.01806640625,0.025634765625,0.0002159807481803,198998.48415860004,1700.1953622150781,24.73897232726449,64985.43632477588,66685.74010452162,64985.49053354005
int4_convrot,blocks.3.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.006614373595880056,0.008372921271749555,8.896430607752137e-07,0.16149937633897912,0.9872099196508097,15.836583008832541,0.0654296875,0.0054931640625,0.0166015625,0.0223388671875,0.0302734375,0.00022771622752770782,62421.06066906173,661.6014343176148,8.395725258858874,25366.16066983548,26030.312192889978,25367.435714202697
int4_convrot,blocks.3.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.007299012347817923,0.00919350338972504,-2.4618125130536505e-06,0.16156533897710113,0.9871985299522787,15.83303607736177,0.05633544921875,0.006103515625,0.01806640625,0.0240478515625,0.03199660778045654,0.00022188822913449258,68882.12254462973,797.6355534649133,-23.2325776591897,30556.816876925986,31354.75428665022,30556.967805056403
int4_convrot,blocks.3.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.005704780994286798,0.007208926845628416,-3.7561313156557013e-07,0.16147436607553284,0.9872125250627302,15.837928235146752,0.0494384765625,0.004840850830078125,0.01416015625,0.01904296875,0.02587890625,0.0002133581438101828,215348.27169114986,1961.7499531836331,-14.178920941601973,75237.86694191693,77199.50925261572,75237.81312067581
int4_convrot,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
int4_convrot,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
int4_convrot,blocks.3.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.0067470623040735015,0.00877811653807016,-6.64219303701499e-07,0.17021594579680605,0.9858221422183148,15.379995154455418,0.0816650390625,0.00537109375,0.01776123046875,0.02447509765625,0.03369140625,0.00020715926075354218,254693.07369202233,2908.7413078997033,-25.073439141531708,100393.27316528177,103312.79021189608,100398.66103463779
int4_convrot,blocks.3.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.0057704495144121,0.007271833709517932,-2.9647143972417155e-07,0.16146001749088043,0.987214732688516,15.83870009611404,0.0550537109375,0.0048828125,0.014162063598632812,0.01904296875,0.025390625,0.00022241473197937012,580872.4675223215,5323.0313541652795,-29.84379229250044,204187.44456351383,209509.83431972528,204187.12376453783
int4_convrot,blocks.3.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.005419109454390138,0.006832838374450887,1.8414359794864202e-07,0.16165426264167643,0.9871854398514938,15.828256780856655,0.0487060546875,0.004577630199491978,0.01348876953125,0.017822265625,0.023681640625,0.00021839141845703125,545505.4190636729,4699.735776696875,18.536501506809145,179845.3114504393,184557.3401435418,179851.45790864166
int4_convrot,blocks.3.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.0060985956299893325,0.007942640946211613,9.42842630173695e-07,0.1708802118003743,0.9857123480400309,15.346164527150975,0.078125,0.0048828125,0.01611328125,0.02197265625,0.029646754264831543,9.363889694213867e-05,613904.7370859226,6350.398909833002,94.90964676259318,217479.066270129,223832.84107846682,217480.75421938227
int4_convrot,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
int4_convrot,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
int4_convrot,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
int4_convrot,blocks.4.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.005410552017476467,0.006906455430102626,-4.3030835534159834e-07,0.1619258272218947,0.9871426345981367,15.813677512223824,0.06640625,0.004425048828125,0.013671875,0.01904296875,0.025496363639831543,0.00021764967823401093,204241.49972198653,1800.5817377557428,-16.243596504384186,68672.14172736074,70474.46869854479,68673.01434407491
int4_convrot,blocks.4.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.006799210648397638,0.008624248878128519,2.9626290468283876e-06,0.16234822191606568,0.9870756570521132,15.791049270574163,0.0736083984375,0.005615234375,0.01708984375,0.0230712890625,0.03139689564704895,0.00021288130665197968,64165.401943687815,701.9157451252528,27.95887543866411,26631.149432633207,27331.413462007593,26630.323574757254
int4_convrot,blocks.4.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.0074633639613973695,0.009405642036616552,1.5756579243513752e-06,0.16193197304025927,0.9871429055640523,15.81334784963726,0.064697265625,0.00634765625,0.0185546875,0.02459716796875,0.031522512435913086,0.0002188152720918879,70433.13896267588,834.8708834783686,14.869773753162008,31838.610063467902,32677.386764481955,31840.562972235843
int4_convrot,blocks.4.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.005757399182459864,0.00727138040053144,6.816393769187548e-07,0.16175361531503496,0.9871690330469066,15.822920074845417,0.05450439453125,0.0048828125,0.014459609985351562,0.0191650390625,0.025160670280456543,0.00021211306739132851,217334.54178529323,1995.8878966407542,25.731024886510568,76283.06810201207,78278.40126232273,76282.79073384716
int4_convrot,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
int4_convrot,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
int4_convrot,blocks.4.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.0068811448201603,0.008935116283578935,1.6617483932039139e-06,0.17006843149399822,0.9858452299794,15.387525873583275,0.087646484375,0.00537109375,0.01806640625,0.0250244140625,0.033597707748413086,0.00020281474280636758,259754.51919399865,3013.71952520368,62.728901393478736,104197.04896035016,107214.76812563211,104199.04878039079
int4_convrot,blocks.4.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.005947850245346685,0.007495141896548322,5.14073529948982e-07,0.1615433898938701,0.9872024596355737,15.834216158850506,0.05169677734375,0.0048828125,0.0147705078125,0.01953125,0.02582991123199463,0.0002205967903137207,598730.209811006,5654.977285185152,51.74833591101924,216696.79132791882,222362.8490535327,216702.33154813474
int4_convrot,blocks.4.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.005580653608759527,0.007034466099831318,-8.140120508870764e-07,0.16147307085384568,0.9872134533022254,15.837997906872518,0.0472412109375,0.004638671875,0.013916015625,0.0185546875,0.02490234375,0.0002187192440032959,561766.9860920284,4981.193680071058,-81.94113602601283,191043.91926917937,196035.90746585547,191049.31652747665
int4_convrot,blocks.4.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.006227719422478556,0.008128950406792705,1.2813634024636152e-06,0.17099016534131048,0.9856947944173642,15.340577354826765,0.0712890625,0.0048828125,0.0166015625,0.0224609375,0.0302734375,9.325146675109863e-05,626902.763629908,6651.813961657376,128.98626346576202,227508.60621109247,234171.2020142611,227513.99713184725
int4_convrot,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
int4_convrot,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
int4_convrot,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
int4_convrot,blocks.5.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.005738987427496093,0.007283061926577155,-1.2908814616515964e-06,0.16180615453708516,0.9871604630809953,15.820099267495868,0.0633544921875,0.00482177734375,0.014434814453125,0.01953125,0.025724172592163086,0.00021966297936160117,216639.52130786917,2002.3058649043476,-48.72914350318024,76478.67342422044,78478.0340675342,76477.20081342646
int4_convrot,blocks.5.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.007071688208118358,0.008935482490028368,-2.893405475336132e-07,0.1617535503919097,0.9871714263967388,15.82292356110576,0.062225341796875,0.005859375,0.017578125,0.023681640625,0.031217336654663086,0.00022919972252566367,66736.82281064324,753.4916413333774,-2.7305599857354537,28798.56149604869,29557.28898068797,28801.179417701074
int4_convrot,blocks.5.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.007605232342992386,0.00959022447093978,-6.589322441833782e-06,0.16152788777377292,0.987205499883094,15.835049719205331,0.063446044921875,0.00634765625,0.0189208984375,0.025146484375,0.03294265270233154,0.00022252400231081992,71771.97698357026,867.96051271082,-62.1846483189147,33266.3336940041,34137.66575530497,33268.01946829841
int4_convrot,blocks.5.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.006021109249828426,0.007599524890186757,-1.2463413078472257e-06,0.1618371406534054,0.987157335097731,15.818436066116499,0.0557861328125,0.0050048828125,0.0150146484375,0.02001953125,0.0263671875,0.00021123886108398438,227289.2634989313,2180.0943909983475,-47.04780899581965,83237.4762841344,85425.56390467647,83241.47289890594
int4_convrot,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
int4_convrot,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
int4_convrot,blocks.5.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.0069121047896588995,0.009015684695858409,-1.0206702062675228e-06,0.16966735105785494,0.9859111692528121,15.408034411109892,0.0906982421875,0.00537109375,0.018266677856445312,0.02491229772567749,0.0341796875,0.0001972516329260543,260923.2189091693,3068.3142965322095,-38.52901015945827,106586.76586886024,109664.24310274993,106591.34733754037
int4_convrot,blocks.5.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.006118197512471615,0.007709968833059505,-1.7036604432036327e-06,0.1615749597291657,0.9871972282307073,15.832518872970816,0.0592041015625,0.00516510009765625,0.01513671875,0.0201416015625,0.026529669761657715,0.00021979212760925293,615877.9271843939,5983.790655652914,-171.49607547769847,229207.2119715372,235196.8019998747,229210.11165787975
int4_convrot,blocks.5.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.005758980744050235,0.007259182637812593,-1.130186464444229e-07,0.16144757456043235,0.9872165408477359,15.839369500757103,0.04931640625,0.0048828125,0.0142822265625,0.019287109375,0.025390625,0.00022202730178833008,579717.983296629,5304.5261255421465,-11.37682946055429,203508.96369577677,208810.825614469,203507.63159234633
int4_convrot,blocks.5.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.006350276053604188,0.008281643270539723,-1.175115267812472e-06,0.17097338839598317,0.9856965000230254,15.341429625158508,0.08056640625,0.0050048828125,0.0166015625,0.02294921875,0.030334264039993286,9.40859317779541e-05,639239.7180656702,6904.054090307399,-118.29097603792616,236182.19134044668,243079.8684190237,236179.0028345807
int4_convrot,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
int4_convrot,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
int4_convrot,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
int4_convrot,blocks.6.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.005706922514407811,0.0073008257595275315,-1.7412408989685312e-06,0.16186882869081823,0.987152150009728,15.81673551794773,0.0732421875,0.004638671875,0.0146484375,0.020352572202682495,0.028426051139831543,0.00021778212976641953,215429.11136883666,2012.085269304765,-65.72964300756576,76792.69927067397,78810.62641076827,76795.6202060664
int4_convrot,blocks.6.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.0070941814492994325,0.009004588221373096,1.4812379324707297e-06,0.1610559225797904,0.9872782596114985,15.860466000999086,0.068603515625,0.005859375,0.017822265625,0.0244140625,0.03216123580932617,0.00022930568957235664,66949.09566642542,765.1915006774292,13.97871491650585,29499.641460321374,30266.688752936665,29500.569356290074
int4_convrot,blocks.6.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.007829224204973586,0.009862350248797698,-5.522809380191044e-08,0.16180767535506457,0.9871600701895519,15.82001762909906,0.069091796875,0.006591796875,0.0194091834127903,0.02593994140625,0.0341225266456604,0.00022326575708575547,73885.82939958945,917.9166900167799,-0.5211976831778884,35059.444400800094,35975.57583958685,35058.551775185195
int4_convrot,blocks.6.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.005996911052747077,0.007572979880422576,-6.403398403071839e-07,0.161682785822062,0.9871808401945311,15.826724329201173,0.0529785118997097,0.00506591796875,0.014892578125,0.02001953125,0.026123046875,0.00021714634203817695,226375.8121456315,2164.8909257348373,-24.172019582038047,82814.89450971784,84984.36908788851,82817.18633593591
int4_convrot,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
int4_convrot,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
int4_convrot,blocks.6.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.007013457658705495,0.009140561457298,-1.6439596122460075e-06,0.16860482627454043,0.986082499171307,15.462599959065189,0.095703125,0.005615234375,0.01849365234375,0.025390625,0.03466796875,0.00020405981922522187,264749.16160565184,3153.90174970994,-62.0573973973369,110945.10767142204,114101.04407159441,110946.12499665201
int4_convrot,blocks.6.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.006188546882683668,0.007795944979089798,-4.996206986098567e-07,0.16164826248906627,0.987186593785754,15.82857918268985,0.0587158203125,0.00518798828125,0.015380859375,0.020263671875,0.026759624481201172,0.00022060672927182168,622959.5266614633,6117.988792251514,-50.29346627189079,234135.13782411825,240273.23920056561,234145.19411621444
int4_convrot,blocks.6.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.005875578923972366,0.0074036976230667665,-4.3158747365315786e-07,0.16150980038332283,0.9872073969384142,15.836022392569548,0.05419921875,0.0048828125,0.014574050903320312,0.019459933042526245,0.02490234375,0.00021742780518252403,591455.1403951917,5517.832246164436,-43.44501761024003,211529.39736805632,217053.28841698862,211532.42676944297
int4_convrot,blocks.6.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.006432051813192847,0.00840342539739976,1.8693152596483664e-07,0.17132006434116684,0.985639910369538,15.323835423425724,0.0716552734375,0.00506591796875,0.01708984375,0.0234375,0.03076171875,9.327133739134297e-05,647471.5355587682,7108.596184989228,18.817143529930036,242196.23435526626,249302.25094597458,242194.94455812557
int4_convrot,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
int4_convrot,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
int4_convrot,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
int4_convrot,blocks.7.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.005974249458532344,0.007596366950873365,-3.266263647790553e-07,0.16155853772263037,0.9872001416245398,15.833401726266118,0.072509765625,0.0048828125,0.015045166015625,0.02050781063735485,0.027587890625,0.00021913315868005157,225520.3656082804,2178.282915819484,-12.329732414684258,83455.40286693415,85638.19387019459,83457.65691065427
int4_convrot,blocks.7.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.007368612923408562,0.009313492995272793,-1.1018687577172652e-06,0.16144676112290407,0.9872197193993043,15.839413263857395,0.057861328125,0.006195068359375,0.0185546875,0.024658203125,0.03275954723358154,0.00023280250024981797,69538.95598298451,818.5922096536835,-10.398538210429251,31405.73296253858,32231.543979798094,31409.342366341683
int4_convrot,blocks.7.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.008036262910665025,0.01012726907336447,8.864143853224488e-06,0.1628079910937008,0.9870056632061266,15.766485649535076,0.0751953125,0.0068359375,0.0198974609375,0.02685546875,0.03515625,0.00021235148597043008,75839.6917603214,967.8924912618847,83.65255654534849,36515.36832358183,37486.41134405887,36516.94358819083
int4_convrot,blocks.7.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.006124427764484599,0.0077201864971270006,-1.723055518487726e-06,0.16153459766925352,0.9872033080186623,15.834688913390593,0.05169677734375,0.005126953125,0.01531982421875,0.0205078125,0.0263671875,0.0002133581438101828,231189.4068325993,2249.8729670110815,-65.04316788073629,86223.74639336499,88474.47192490957,86224.17267563051
int4_convrot,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
int4_convrot,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
int4_convrot,blocks.7.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.007103028270991953,0.00924136957380055,2.1703474966025074e-06,0.16640109046973395,0.9864363995860665,15.576876639819794,0.09375,0.005615234375,0.018589019775390625,0.025390625,0.0341796875,0.00020636452245526016,268130.3390022117,3223.851963603375,81.92787467750895,116429.42567206528,119653.5090536493,116429.54138105513
int4_convrot,blocks.7.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.0063278053342998635,0.00797323239968497,-4.4269367553464073e-07,0.16147736834011037,0.9872129148898864,15.837766741424895,0.05322265625,0.00537109375,0.015625,0.02099609375,0.027311086654663086,0.0002195139677496627,636977.7413970061,6399.410831717636,-44.5630044976715,245423.7943569562,251839.59755888267,245431.9905420593
int4_convrot,blocks.7.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.006065965254342823,0.007643786175056996,8.309361191532449e-07,0.16163980344683504,0.9871874949676183,15.829033726578245,0.054443359375,0.00506591796875,0.0150146484375,0.02001953125,0.025634765625,0.00022123257804196328,610620.0559236269,5881.50141421017,83.64476851941436,225108.33639254287,231001.76573549426,225114.30035691254
int4_convrot,blocks.7.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.006536442011781943,0.008540682720337716,-7.30495051425202e-07,0.17066848527204273,0.9857469204168402,15.356933319477623,0.130126953125,0.005126953125,0.0174560546875,0.02370154857635498,0.0322265625,9.552637493470684e-05,657979.7970188413,7342.709106414321,-73.53403958815034,252086.53871274716,259432.1023323802,252087.9659693575
int4_convrot,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
int4_convrot,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
int4_convrot,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
int4_convrot,blocks.8.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.006184969431017838,0.007857764216241243,5.425120996720619e-07,0.16167201088832225,0.9871831420660581,15.827303197282351,0.082763671875,0.005126953125,0.015537261962890625,0.021240234375,0.028987407684326172,0.00021958351135253906,233474.77821956258,2330.7752625505445,20.47914602732635,89172.4542804218,91512.5989620512,89177.13898995888
int4_convrot,blocks.8.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.0075589104576174,0.009559914795749191,-4.957912182727379e-06,0.16200917223489744,0.9871262757707402,15.809207938994547,0.0595703125,0.00634765625,0.018798828125,0.025390625,0.0341796875,0.00021976894640829414,71334.8288280596,862.4828455246718,-46.7887295242399,32860.280004765744,33714.7974554759,32856.29730735969
int4_convrot,blocks.8.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.008201236903814147,0.010330805915724054,2.7191162537872535e-06,0.1612884417910924,0.9872406436202585,15.847935075804644,0.062255859375,0.0068359375,0.020263671875,0.02685546875,0.03538405895233154,0.00022517310571856797,77396.58168888441,1007.1886610460647,25.660800404381007,38717.23508058962,39722.04356054432,38716.044990042865
int4_convrot,blocks.8.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.006212320307892825,0.007829278553465564,-5.675528094100595e-08,0.16134493679425035,0.9872323979269724,15.84489317499637,0.04931640625,0.005218506790697575,0.015380859375,0.0205078125,0.026625514030456543,0.00021704037499148399,234507.23925008497,2313.9070205380103,-2.1424401168478653,88886.38037709222,91198.54397714091,88885.50866684703
int4_convrot,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
int4_convrot,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
int4_convrot,blocks.8.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.007283250237476801,0.009504292590718564,-9.576781469226087e-07,0.1671954780196104,0.9863099199903484,15.535509453931404,0.141845703125,0.00579833984375,0.019287109375,0.0263671875,0.03564453125,0.00020660294103436172,274933.49043644906,3409.9028771728895,-36.15113954115077,121981.2149662591,125397.53537139294,121984.42373024144
int4_convrot,blocks.8.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.0064871121217428005,0.008179646954239797,-3.3040813153196205e-07,0.1615585439094303,0.9871994954931901,15.833401393644513,0.058837890625,0.00537109375,0.01611328125,0.0213623046875,0.02783203125,0.00022087495017331094,653014.0876961836,6735.041325869482,-33.25997154520883,258036.0613605837,264771.7889326173,258036.4044836607
int4_convrot,blocks.8.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.006243809460661629,0.007869796314642134,7.035483279513773e-07,0.1614223407189993,0.9872211741618632,15.840727189113347,0.0572509765625,0.0052490234375,0.0155029296875,0.020751953125,0.0272216796875,0.00022243459534365684,628522.4399061819,6234.449774913437,70.82149358687457,239260.41379343867,245505.35269082995,239265.65835467877
int4_convrot,blocks.8.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.006713565696527726,0.00877112980366567,1.5249485877740479e-06,0.17085637511246157,0.9857165549762249,15.347376237273986,0.09423828125,0.00537109375,0.017822265625,0.02433180809020996,0.03231167793273926,9.335080540040508e-05,675809.6509250166,7744.300967415469,153.50635107588096,265289.36877213017,273043.59496536636,265294.3313850414
int4_convrot,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
int4_convrot,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
int4_convrot,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
int4_convrot,blocks.9.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.006292456897122638,0.007995187153864382,3.4151160639089236e-07,0.1616594914012745,0.9871841596920531,15.827975837480452,0.07421875,0.005126953125,0.015869140625,0.02142333984375,0.028487086296081543,0.00022011333203408867,237532.29420086165,2413.013116661477,12.891631470585708,92333.06801440413,94748.9650237854,92334.50996076476
int4_convrot,blocks.9.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.007653864521846428,0.009692720759785547,-8.039823202385695e-06,0.16144966967116195,0.9872186142616717,15.839256784399797,0.06396484375,0.00634765625,0.01908111572265625,0.026123046875,0.034098029136657715,0.00021976894640829414,72230.92780373676,886.6124493431499,-75.87329088838305,34014.14067929449,34906.80539300229,34017.16681147568
int4_convrot,blocks.9.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.008366373635976945,0.010540229938175336,1.7609798516677383e-06,0.1612204304220912,0.9872529142338845,15.851598474271677,0.065185546875,0.0068511962890625,0.0206298828125,0.02734375,0.03594970703125,0.00022549099230673164,78955.00741546345,1048.437613497123,16.618690880481154,40336.89277158956,41388.38866690721,40338.421912500875
int4_convrot,blocks.9.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.006237332310263224,0.007858289861182255,4.547810359627973e-08,0.16152412173990502,0.9872054474645967,15.835252233683422,0.0523681640625,0.005249026231467724,0.01556396484375,0.020751953125,0.026900172233581543,0.00021372901392169297,235451.41072439653,2331.087107286582,1.7167409264366142,89347.77168536483,91683.3811004801,89350.03283927993
int4_convrot,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
int4_convrot,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
int4_convrot,blocks.9.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.007446612307560548,0.009697439246841254,-1.8101021610626404e-07,0.16739037784690364,0.9862780881706757,15.525390206197887,0.134033203125,0.005859375,0.019536972045898438,0.02685546875,0.0361328125,0.00020578171825036407,281100.20209245395,3549.903512993661,-6.832906861098309,126693.86045974179,130245.24361546466,126694.6002811054
int4_convrot,blocks.9.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.006518203426759551,0.008225371444781231,-5.942926483906477e-07,0.1613895478704186,0.9872258348646323,15.842491901472078,0.06591796875,0.00537109375,0.016069412231445312,0.021680086851119995,0.0283203125,0.00022286176681518555,656143.8409361109,6810.549982429191,-59.823456775571685,261475.72430865516,268288.73238272103,261476.9533544749
int4_convrot,blocks.9.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.006363885970639127,0.008030714963825063,-3.4363196146096976e-07,0.16131577281420995,0.9872382989140452,15.846463338980916,0.0614013671875,0.00537109375,0.015735626220703125,0.0208740234375,0.027311086654663086,0.00022023916244506836,640609.7371726937,6492.0158225821215,-34.59112585160619,249474.3521700229,255988.83228105598,249485.58431424893
int4_convrot,blocks.9.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.006848658352862844,0.008936357833608478,-2.966926474008413e-07,0.17089354702852072,0.985709966291361,15.345486720168754,0.1005859375,0.00537109375,0.01806640625,0.02448505163192749,0.03240966796875,9.341041004518047e-05,689408.5229771049,8038.818950894981,-29.866059786334517,275258.61457975477,283297.78494595387,275258.7902874049
int4_convrot,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
int4_convrot,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
int4_convrot,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
int4_convrot,blocks.10.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.005921587400044616,0.007565785581705481,1.1188798051660188e-06,0.1614142728643934,0.9872218805003649,15.841161318897822,0.099365234375,0.0048828125,0.01495361328125,0.02069091796875,0.0274658203125,0.00022051070118322968,223532.4394652106,2160.7796051650353,42.23629838094348,82932.85261648246,85093.65269245362,82932.86285188716
int4_convrot,blocks.10.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.007483711070616492,0.009495130812627582,-2.336467083487016e-06,0.16116476214199277,0.9872587329908195,15.854598168756626,0.068145751953125,0.00620269775390625,0.018798828125,0.02520751953125,0.033963918685913086,0.00022019280004315078,70625.15837624483,850.8330028199446,-22.049669776810333,32757.001772448246,33602.93428470584,32754.55152716739
int4_convrot,blocks.10.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.008188150955978826,0.010307008235930424,-1.998100302090676e-06,0.1611287233433979,0.9872661207962318,15.85654067794583,0.061767578125,0.0068359375,0.020416259765625,0.027099609375,0.035421669483184814,0.00022665660071652383,77273.08719134808,1002.5537571178029,-18.856440201285295,38615.50659153954,39617.85100074392,38615.401917583986
int4_convrot,blocks.10.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.005834266552300714,0.007364057530120678,5.763732611941469e-07,0.16179561099048995,0.9871627882528061,15.820665272332109,0.0653076171875,0.0048828125,0.01446533203125,0.01953125,0.0256204754114151,0.00021563636255450547,220236.18783642986,2047.0891639465567,21.757362074276898,78199.37583068149,80247.70253671036,78199.99460172254
int4_convrot,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
int4_convrot,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
int4_convrot,blocks.10.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.0072702961595722225,0.00949329601251301,2.2475363089077517e-06,0.1692675838868612,0.9859763530153894,15.428524096771527,0.1571044921875,0.005830767098814249,0.019287109375,0.02630615234375,0.035184621810913086,0.0002023114066105336,274444.4903695057,3402.0168465362817,84.84165477537317,118737.76489277718,122152.22285904888,118743.98545264461
int4_convrot,blocks.10.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.006051518964942909,0.007638418803315591,-1.1722601330312402e-06,0.1614550179227111,0.9872162413833856,15.838969056630571,0.0584716796875,0.005126953125,0.01507568359375,0.020263671875,0.02643725275993347,0.0002218186855316162,609165.8448176617,5873.244479658538,-118.0035687603231,225307.15559318263,231192.8383374004,225313.3747254606
int4_convrot,blocks.10.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.006066898442453331,0.007661386960953454,1.827321661016651e-07,0.16145731158578322,0.9872158708885066,15.838845663978812,0.0592041015625,0.0050048851408064365,0.01513671875,0.020238131284713745,0.0263671875,0.0002206563949584961,610713.9937146186,5908.618402474114,18.39442212501308,226657.71653624668,232578.59117474622,226663.84465425744
int4_convrot,blocks.10.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.006841025047255089,0.008907855274389778,-3.1676471292759026e-07,0.17118910018512914,0.9856621915905038,15.33047781655933,0.12335205078125,0.0054931640625,0.01806640625,0.0244140625,0.03188979625701904,9.228786075254902e-05,688640.129275253,7987.621020659332,-31.886580059785047,272561.95327579335,280562.29392959573,272568.3130923579
int4_convrot,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
int4_convrot,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
int4_convrot,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
int4_convrot,blocks.11.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.005678502338446238,0.007211098929896945,1.573144646841656e-06,0.16163445930977788,0.9871879194765165,15.82932090430961,0.055690765380859375,0.004669189453125,0.0142822265625,0.01953125,0.02587890625,0.00021733177709393203,214356.2856493897,1962.9323006387328,59.384221963438904,75134.15595069935,77098.64081778936,75134.93223392393
int4_convrot,blocks.11.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.007032936088525436,0.008915288954579466,2.277373171723064e-06,0.16209741956124227,0.9871159221624595,15.804477973138688,0.06640625,0.005859375,0.017578125,0.02412879467010498,0.03252744674682617,0.00021616618323605508,66371.11192765483,750.0898178619876,21.491989658214152,28547.03894115091,29297.91562058404,28547.4323719344
int4_convrot,blocks.11.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.007947560913266156,0.010016114995581946,5.449399766963323e-06,0.16134094393776935,0.9872357150687584,15.845108130238028,0.064697265625,0.0067138671875,0.01959228515625,0.0264892578125,0.03515625,0.00022337172413244843,75002.59468970075,946.7624543407244,51.42698829039,36370.715088749224,37324.58550591336,36374.26907016172
int4_convrot,blocks.11.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.0059386183461996684,0.007489604498387217,-1.6770504808441246e-06,0.161502807200952,0.9872070118197974,15.83639848940834,0.0509033203125,0.0048828125,0.0146484375,0.0196533203125,0.025900185108184814,0.000215080042835325,224175.33615544788,2117.4842236825066,-63.30653586005792,81182.05343372177,83292.33573613863,81178.45247308932
int4_convrot,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
int4_convrot,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
int4_convrot,blocks.11.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.006820432322468034,0.00893351341500091,-2.663113853069401e-06,0.17152663233238247,0.9856077465613606,15.3133687804102,0.16357421875,0.00537109375,0.0181884765625,0.02490234375,0.03346145153045654,0.00020305316138546914,257462.69914671266,3012.6383611993588,-100.5291817774596,102396.20941823462,105420.40934732197,102401.99020217586
int4_convrot,blocks.11.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.00653977442434051,0.00823274838263193,8.888414391925876e-07,0.1615305209014451,0.9872044703574647,15.834908128361388,0.05316162109375,0.0054168701171875,0.01611328125,0.021484375,0.027929604053497314,0.00022036831069272012,658315.2486506184,6822.771566256796,89.47370889050944,261487.92795879373,268324.294964072,261494.7256783039
int4_convrot,blocks.11.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.00643081357317407,0.008103721964968913,1.1266829146565581e-06,0.16151429130339426,0.9872064079175475,15.835780877232953,0.060302734375,0.00537109375,0.01593017578125,0.021240234375,0.02778303623199463,0.00021584828209597617,647346.8902372391,6610.589822285128,113.41561573621584,253406.81964134297,260018.78958291764,253407.5097009841
int4_convrot,blocks.11.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.006751899312359061,0.008807993680664438,-1.83694629160569e-07,0.1712796809668206,0.9856470252198726,15.325883092983057,0.0826416015625,0.00537109375,0.01806640625,0.0244140625,0.03271484375,9.308258449891582e-05,679668.4390421966,7809.53427079119,-18.49130682880059,266203.30579291587,274019.305742022,266206.5386320733
int4_convrot,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
int4_convrot,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
int4_convrot,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
int4_convrot,blocks.12.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.00527859627988773,0.006778169616494991,-1.287460160235041e-06,0.16173862888949095,0.9871714742370029,15.823724857283139,0.064208984375,0.004364013671875,0.013598442077636719,0.0185546875,0.02490234375,0.00022122595692053437,199260.33742006402,1734.3121987722343,-48.599993699230254,66297.89882653249,68032.30473996598,66297.94568386338
int4_convrot,blocks.12.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.006650393769584571,0.008482107861818194,6.689770940106044e-07,0.16174343925595494,0.9871733133643102,15.82346652882328,0.0595703125,0.0054931640625,0.016845703125,0.0230712890625,0.03173828125,0.00021733177709393203,62760.98967602319,678.969091309607,6.313259927963372,25953.54324482436,26637.876194785887,25956.22517415181
int4_convrot,blocks.12.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.008207838335395377,0.01035549846522735,-4.135946823222467e-06,0.1613868313280613,0.98722805246729,15.842638105399216,0.068359375,0.0068359375,0.0205078125,0.02734375,0.035888671875,0.00022782219457440078,77458.88061337988,1012.0091519365244,-39.031691184965894,38855.11963853237,39873.05465656455,38858.08257158089
int4_convrot,blocks.12.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.0055610914393238835,0.007037699769447844,-7.245708514399787e-07,0.16185274105563174,0.9871544712328465,15.817598824177166,0.0504150390625,0.004638671875,0.01389312744140625,0.01873779296875,0.024658203125,0.00021497409034054726,209924.1726148973,1869.6653762628466,-27.351633784302976,71371.32639860877,73245.38321455327,71373.52211845045
int4_convrot,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
int4_convrot,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
int4_convrot,blocks.12.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.007287929813580541,0.00942913227817404,7.737988887531991e-07,0.17784426413479784,0.9845518476859764,14.999202743921822,0.1240234375,0.005859375,0.01904296875,0.02587890625,0.0361328125,0.000194549560546875,275110.13851938106,3356.1848354648127,29.20992996863788,106112.4019140044,109472.96290522977,106114.58999188383
int4_convrot,blocks.12.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.006223856710054532,0.007841448698292444,1.1255760689847284e-06,0.16163183785306875,0.987188395488713,15.82946177692062,0.05767822265625,0.0052490234375,0.01544189453125,0.0205078125,0.026611328125,0.00022022922348696738,626513.9302658056,6189.616723964374,113.30419700272614,236924.4793827024,243120.28062954824,236927.571644144
int4_convrot,blocks.12.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.0061639212905224465,0.0077780354191958655,-8.246514455363674e-07,0.16150142593588698,0.9872084861890373,15.836472776459004,0.0552520751953125,0.005126953125,0.015298843383789062,0.0205078125,0.026696443557739258,0.00021811325859744102,620480.6333885631,6089.911470178937,-83.01213255885523,233484.60857462726,239577.26433437737,233485.98071941163
int4_convrot,blocks.12.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.006438386100587609,0.008403616053433562,5.549630157618742e-09,0.17103343549868025,0.9856872670327771,15.338379612842775,0.0744781494140625,0.005126953125,0.017065316438674927,0.023193359375,0.030912160873413086,9.28342342376709e-05,648109.1658057363,7108.918746817258,0.5586440632469021,243019.71748968767,250132.50344917827,243021.65109602566
int4_convrot,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
int4_convrot,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
int4_convrot,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
int4_convrot,blocks.13.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.005651692936673288,0.007226720493284389,-2.112165637838423e-07,0.1617720525534903,0.9871671896953911,15.821930083419497,0.10302734375,0.004638671875,0.014404296875,0.019622802734375,0.0272294282913208,0.00021764967823401093,213344.26461954467,1971.4462000559276,-7.973158305103425,75331.72948630937,77308.76305859972,75334.52317242735
int4_convrot,blocks.13.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.006980991123055625,0.008878755120938144,-2.80328915623783e-07,0.16184317749986923,0.9871573428444822,15.818112071241234,0.0599365234375,0.005859375,0.017578125,0.02385413646697998,0.0322265625,0.00021489460777956992,65880.89773064258,743.954849441532,-2.645515557262115,28402.579634131456,29151.39304412948,28405.008914409544
int4_convrot,blocks.13.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.008201427912834588,0.010364450814261482,-2.565048269453918e-06,0.1620547952687958,0.9871218618607129,15.806762269745567,0.0732421875,0.0068359375,0.0205078125,0.0274658203125,0.037109375,0.00022591484594158828,77398.38427615596,1013.7596761275992,-24.206832487718202,38602.12737789421,39614.796425739885,38601.58206375252
int4_convrot,blocks.13.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.0055588887055564515,0.007022555514127643,1.9224580328021534e-06,0.1616714529920747,0.9871821660236706,15.827333170519957,0.0479736328125,0.004638671875,0.0137939453125,0.0185546875,0.024428248405456543,0.0002219676971435547,209841.02219943222,1861.6274587894825,72.57036075132783,71223.95617991201,73087.05310819128,71224.69091465481
int4_convrot,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
int4_convrot,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
int4_convrot,blocks.13.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.00702156839604957,0.00914394396258035,1.567243437975183e-06,0.1764121543897931,0.9847942303064414,15.069429925742401,0.07817840576171875,0.005596160888671875,0.0185546875,0.02587890625,0.034912109375,0.00019650989270303398,265055.33168841864,3156.2364122501185,59.161458787857555,101417.41071240147,104579.27287069286,101420.22358542337
int4_convrot,blocks.13.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.006026930190207783,0.007597502155457546,-8.324111620422921e-08,0.1614785628832195,0.9872119940880874,15.837702487026009,0.05517578125,0.00506591796875,0.0150146484375,0.0198974609375,0.0263671875,0.00022405385971069336,606690.6577082224,5810.490697800196,-8.379325119836722,222834.8223700011,228647.14442411222,222835.73804815632
int4_convrot,blocks.13.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.0060507906665629085,0.007643466455969443,3.105633990543721e-07,0.16149308416107244,0.9872102733542835,15.83692142640924,0.058349609375,0.0050048828125,0.0150146484375,0.02038043737411499,0.0264892578125,0.00021796424698550254,609092.5319022593,5881.00940962085,31.26233536577638,225498.68670854345,231391.16752112185,225504.4224100207
int4_convrot,blocks.13.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.006250608441861646,0.008152042824913178,-1.585535182451218e-06,0.17107215205856213,0.9856816803264319,15.336413624680251,0.066162109375,0.0048828125,0.0165863037109375,0.0228271484375,0.030208110809326172,9.40859317779541e-05,629206.8477632176,6689.66008971064,-159.60519738950097,228583.7818610808,235289.39324493558,228591.75750815676
int4_convrot,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
int4_convrot,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
int4_convrot,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
int4_convrot,blocks.14.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.005366523604013229,0.006915171949794425,-7.112571532898644e-08,0.16188494861553646,0.9871499032086031,15.815870565029764,0.115234375,0.00439453125,0.0137939453125,0.01904296875,0.027457237243652344,0.0002178880968131125,202579.4827656639,1805.1295728663795,-2.6849058507650625,68880.36466453392,70692.17003990398,68883.70256578474
int4_convrot,blocks.14.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.006652142904148962,0.0085018701664522,3.5962283245637316e-06,0.16127984766990494,0.9872430829606417,15.848397908579141,0.068603515625,0.00537109375,0.0169677734375,0.023193359375,0.03114190697669983,0.00021489460777956992,62777.49658074812,682.1366117904043,33.938268404919654,26224.73754874705,26907.579459964312,26225.090198460603
int4_convrot,blocks.14.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.008383255554750193,0.010585074097498188,-3.7597024684520185e-06,0.16211525265443255,0.9871152163935646,15.803522450466154,0.0765380859375,0.007019033655524254,0.02081298828125,0.0279541015625,0.038053274154663086,0.00021637810277752578,79114.32518919965,1057.3778967286187,-35.481003980035894,40233.00514630353,41298.083518064406,40236.85538382063
int4_convrot,blocks.14.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.0052843386831289575,0.006687380453549925,1.9119994553914075e-06,0.16148795078835373,0.9872092101990485,15.837197528743959,0.0428466796875,0.00439453125,0.01318359375,0.017822265625,0.023193359375,0.00021725230908486992,199477.10588402266,1688.1633868107244,72.17556267371401,64734.26626932173,66416.11745751125,64731.110170011445
int4_convrot,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
int4_convrot,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
int4_convrot,blocks.14.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.00742057182960143,0.009610876949317244,-1.146476802617159e-06,0.18231864532235562,0.9837836900407247,14.783378294861144,0.09619140625,0.00592041015625,0.019321441650390625,0.02685546875,0.036405324935913086,0.00018668174743652344,280117.20696466137,3486.8113246330877,-43.27805015211925,104897.77521944232,108388.22188009295,104899.59288744988
int4_convrot,blocks.14.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.005715753744280515,0.007212535095035216,-7.186842428463675e-07,0.16161188699347237,0.987191484754431,15.830533976945176,0.0582275390625,0.00482177734375,0.01416015625,0.01904296875,0.024658203125,0.0002182026655646041,575366.6110236178,5236.571347063151,-72.34512466817978,200493.5578959345,205735.158448241,200496.07249855678
int4_convrot,blocks.14.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.005806479121561792,0.0073462374078844634,-1.4209915920920975e-06,0.16167000770006087,0.9871836294178103,15.827410819992437,0.0572509765625,0.0048828125,0.0145263671875,0.019287109375,0.02587890625,0.0002195437700720504,584499.3265315946,5432.516635879644,-143.04169724827807,207846.2278090298,213303.48390408116,207858.59753861552
int4_convrot,blocks.14.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.005994151603087317,0.007829378757859658,-1.5680091470400097e-06,0.17082755409238876,0.9857205732232972,15.348841545875331,0.06005859375,0.0047607421875,0.015869140625,0.02197265625,0.029296875,9.398659312864766e-05,603391.0570904531,6170.576668816897,-157.840968899196,211451.0798353782,217619.01639198267,211449.75977927598
int4_convrot,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
int4_convrot,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
int4_convrot,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
int4_convrot,blocks.15.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.005388011235817407,0.006932915232949444,1.3291138497681067e-06,0.16199227851973852,0.987132004843981,15.810113718553486,0.095703125,0.00439453125,0.013763427734375,0.019287109375,0.028161287307739258,0.0002181529998779297,203390.61370590504,1814.4048348727322,50.172367828839924,69142.57768854566,70957.21924525959,69142.6960494631
int4_convrot,blocks.15.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.006719421802117413,0.008583611409307496,2.7041255074022885e-06,0.1613817130953366,0.9872272778765772,15.842913574650234,0.0693359375,0.005542755126953125,0.01708984375,0.0234375,0.0322265625,0.0002231597900390625,63412.41992019361,695.3164744257115,25.51932997244876,26697.701738255164,27393.75153675105,26698.068400290576
int4_convrot,blocks.15.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.00836846197897582,0.010596065045939115,-3.7306392391843623e-06,0.16206608406993225,0.9871209755036255,15.806157228311292,0.076171875,0.00696563720703125,0.02099609375,0.0283203125,0.03721511363983154,0.00022125244140625,78974.71549259895,1059.5748807913812,-35.206728937802836,40341.066621421436,41402.29068037454,40341.891210498645
int4_convrot,blocks.15.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.005015433193531794,0.0063492013448299845,8.903954229169366e-08,0.1614088917497205,0.9872235316527721,15.841450887759699,0.05303955078125,0.004150390625,0.01251220703125,0.01681983470916748,0.0224609375,0.00021727879357058555,189326.2635482686,1521.7405490038016,3.361130175529979,58409.79768361164,59935.350698814975,58411.70391671134
int4_convrot,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
int4_convrot,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
int4_convrot,blocks.15.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.0070374965130768725,0.009158597119106247,3.7777754452384464e-07,0.17713416152266254,0.9846719114456752,15.033953482006892,0.0986328125,0.005615234375,0.0185546875,0.025634765625,0.035513877868652344,0.0001894897868623957,265656.5979730594,3166.360245731218,14.260624794958858,100914.98789442751,104083.90987174069,100916.26876021962
int4_convrot,blocks.15.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.005572216032633289,0.007036753246051865,1.0396872468747033e-06,0.16159170870525827,0.9871951912963197,15.83161853409165,0.05633544921875,0.004638671875,0.013916015625,0.0185546875,0.024658203125,0.0002211729733971879,560917.6318689104,4984.433320498414,104.65834507957334,190887.567612068,195885.4360346095,190894.28516308838
int4_convrot,blocks.15.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.005727414116664151,0.007254983943992923,-5.004552259702671e-07,0.1616856328452999,0.9871805651851476,15.82657138334614,0.05767822265625,0.0047607421875,0.014331817626953125,0.0194091796875,0.02588599920272827,0.0002210835664300248,576540.3825403419,5298.391649772248,-50.37747254659189,202675.4733222909,207987.78438279705,202682.43302765655
int4_convrot,blocks.15.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.005898375114112619,0.007695117108121276,4.977752952991526e-07,0.17064852525394633,0.9857504002515903,15.357949210917019,0.06640625,0.004638671875,0.015625,0.02154541015625,0.02880859375,9.568532550474629e-05,593749.8800309523,5960.759688863965,50.107701892186014,204689.95685853882,210656.2195959406,204692.70838280796
int4_convrot,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
int4_convrot,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
int4_convrot,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
int4_convrot,blocks.16.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.005048671780219373,0.0065034435310807465,-4.326162200919846e-07,0.16224220260997224,0.9870940188633713,15.796723325970738,0.081298828125,0.004123687744140625,0.012939453125,0.01806640625,0.024658203125,0.00022069613623898476,190580.97818215113,1596.5743999147483,-16.330715481570223,60654.285888959486,62255.78190670397,60656.74669787439
int4_convrot,blocks.16.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.006501888722961807,0.0083311311988626,-3.46818363931393e-06,0.1619291161383467,0.9871421771852305,15.813501092713068,0.075439453125,0.00537109375,0.0166778564453125,0.02299964427947998,0.03173828125,0.00021955702686682343,61359.520226115594,655.0136799614269,-32.72988714999519,24980.46277346217,25636.21992182554,24980.834507663203
int4_convrot,blocks.16.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.008496684276520148,0.010737344683435367,-2.2142858547476627e-06,0.1619842253417971,0.9871321821696182,15.81054553391056,0.0701904296875,0.007080078125,0.02099609375,0.02849280834197998,0.03904208540916443,0.0002226299693575129,80184.77290742751,1088.0183305849587,-20.896623039850965,41465.86846040476,42550.485872711986,41464.16800126525
int4_convrot,blocks.16.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.004902549684340632,0.006223462323690139,7.646574936801912e-07,0.1615948704601145,0.9871945171522273,15.83144858487027,0.04364013671875,0.00408935546875,0.01220703125,0.0167236328125,0.022517681121826172,0.00022088157129473984,185065.05376105785,1462.0645377683632,28.864853859355208,55990.12047242959,57455.312548588816,55991.684241624636
int4_convrot,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
int4_convrot,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
int4_convrot,blocks.16.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.007365096628756638,0.009585827790902965,1.315760260542596e-06,0.1826003946119118,0.9837345539448968,14.769965765213957,0.09173583984375,0.005859375,0.019287109375,0.02685546875,0.037353515625,0.0001929071149788797,278023.0882534243,3468.6594184396286,49.66828671451367,104029.91313366019,107500.90535782828,104031.07953652185
int4_convrot,blocks.16.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.005384356639685536,0.006799069806296061,1.0682006590610286e-07,0.16133988234139912,0.9872335429833436,15.84516528212411,0.050750732421875,0.0045166015625,0.013427734375,0.01806640625,0.023681640625,0.0002205371856689453,542007.0861902304,4653.397439587421,10.75285991304554,178766.7212138668,183421.75720571534,178767.5404899988
int4_convrot,blocks.16.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.0056006790393379755,0.007089671210435584,5.985217454198185e-07,0.16169960336855727,0.987177913323668,15.825820907383195,0.05078125,0.004638671875,0.01409912109375,0.0189208984375,0.025081157684326172,0.00021764636039733887,563782.8119378743,5059.683324494716,60.24917162163183,193510.89732755368,198576.50937457074,193513.8616888128
int4_convrot,blocks.16.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.005629356159603967,0.007383995263588906,1.6755391216797626e-06,0.1707476681243731,0.9857333611687413,15.352904374027572,0.06298828125,0.00439453125,0.01502084732055664,0.02099609375,0.0283203125,9.446343028685078e-05,566669.5453836373,5488.503749145554,168.66529056522995,188254.08227111492,193736.46096949282,188251.0197457291
int4_convrot,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
int4_convrot,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
int4_convrot,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
int4_convrot,blocks.17.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.005285445313302449,0.006754331545586989,2.111951877168764e-06,0.16170918851203345,0.9871770732379114,15.825306045075715,0.0802001953125,0.00439453125,0.013427734375,0.0184326171875,0.025390625,0.00021929210925009102,199518.87977429142,1722.134882258901,79.72351385594811,65856.36686572086,67583.92429356862,65859.07813851441
int4_convrot,blocks.17.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.00682927060978342,0.008720142442731043,-3.3149028555199165e-06,0.16270585434257712,0.987020963184495,15.771936407404842,0.0595703125,0.005615234375,0.01727294921875,0.023803705349564552,0.0322265625,0.00022284190345089883,64449.08333031833,717.6118159211746,-31.283348189666867,27107.110226354638,27825.60804745095,27107.553228941637
int4_convrot,blocks.17.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.008478223301220845,0.010712809032955978,-4.020243187574657e-06,0.16236487344893924,0.9870741547507574,15.790158432606521,0.06982421875,0.007080078125,0.021118175238370895,0.0283203125,0.03787726163864136,0.00020959641551598907,80010.55328670854,1083.0516022298532,-37.93977468588855,41083.26893159338,42167.33166401094,41083.77449668851
int4_convrot,blocks.17.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.0049465251897967775,0.006261898162948504,3.9896259495997903e-07,0.16140294201516783,0.9872238870658531,15.841771066466306,0.0439453125,0.00411224365234375,0.0123291015625,0.01666259765625,0.02197265625,0.00022109349083621055,186725.07350698844,1480.1796015985392,15.06033367101918,56818.72990797294,58300.04262192859,56819.29646415007
int4_convrot,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
int4_convrot,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
int4_convrot,blocks.17.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.006860990149368395,0.00895160331928147,1.7995963058745223e-06,0.17607654969891648,0.9848513864600582,15.085969611434326,0.145263671875,0.00537109375,0.018310546875,0.025390625,0.034879446029663086,0.00019311904907226562,258993.70584710813,3024.851589123546,67.93248585703259,97566.56889201212,100601.19854055016,97571.45792171913
int4_convrot,blocks.17.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.005485757162310731,0.0069307465831039885,-7.903294893234908e-07,0.16155316676581224,0.9872006644699165,15.833690490415044,0.05322265625,0.004638671875,0.013671875,0.01863563060760498,0.024625539779663086,0.00021921594452578574,552214.3970138051,4835.386407910302,-79.55717132129939,185267.92370687664,190108.71836553555,185270.62783225204
int4_convrot,blocks.17.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.005737121415879812,0.007261269574172567,6.455799747735746e-08,0.16140200956225056,0.9872239897076627,15.841821246509038,0.05908203125,0.0048828125,0.014404296875,0.01953125,0.025390625,0.00022078554320614785,577517.5512746486,5307.576551541528,6.498620809230488,203740.98028003587,209051.93476658722,203742.66924753797
int4_convrot,blocks.17.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.005698342747237478,0.007515266225125554,4.031192205848864e-07,0.171432414641049,0.9856224630318775,15.318141154818663,0.072021484375,0.00439453125,0.015533447265625,0.02166748046875,0.029215216636657715,9.344021236756817e-05,573613.9626746194,5685.385088428397,40.57930942502571,193452.34635740492,199149.26263731913,193458.1119531502
int4_convrot,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
int4_convrot,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
int4_convrot,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
int4_convrot,blocks.18.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.005650012046148154,0.007214450512950748,-2.1793361751620832e-06,0.1614239433845325,0.9872207385433593,15.84064095255661,0.08349609375,0.004638671875,0.014404296875,0.019775398075580597,0.02685546875,0.00021929210925009102,213280.81312686647,1964.7573926476261,-82.26718593144324,75400.2918337232,77367.2324261531,75401.38343361215
int4_convrot,blocks.18.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.006979727021552338,0.008927313031955602,-3.831547379324402e-06,0.16148302577301088,0.9872115282416812,15.837462432669335,0.072265625,0.005767822265625,0.017730712890625,0.0244140625,0.033203125,0.00022337172413244843,65868.96817216137,752.1144791207446,-36.15901762340218,28842.32011759632,29595.19459441585,28842.700116446864
int4_convrot,blocks.18.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.00854354686247907,0.010793451430696793,-3.027513737313075e-06,0.16176117209689328,0.9871688324978214,15.822514298195905,0.0751953125,0.007171630859375,0.021240234375,0.028564453125,0.03716611862182617,0.0002198749134549871,80627.02375383768,1099.418665307389,-28.571204201551154,42015.98367984841,43118.35105895641,42017.458036749595
int4_convrot,blocks.18.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.004966213650412207,0.006300990733320052,2.704440997613405e-07,0.1617529215405375,0.9871687635170621,15.822957329417008,0.0589599609375,0.004150390625,0.012451171875,0.01708984375,0.022705078125,0.0002157952985726297,187468.2880090067,1498.7185954172342,10.208922924648505,57281.690816983166,58778.274002035585,57280.62311180119
int4_convrot,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
int4_convrot,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
int4_convrot,blocks.18.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.006973569786060862,0.009159099231017096,1.2578543656718382e-06,0.17490973119423184,0.9850474429342322,15.143720552977468,0.1240234375,0.00537109375,0.018798828125,0.0260009765625,0.035611867904663086,0.00020326508092693985,263243.44483158796,3166.707440995791,47.48241237619368,103509.44925985654,106689.46182998283,103516.10182441934
int4_convrot,blocks.18.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.005351089814688666,0.006756990491552757,9.601435720270335e-07,0.16157111913946326,0.9871979318014547,15.832725336489846,0.0537109375,0.004423139616847038,0.0133056640625,0.01799476146697998,0.024271368980407715,0.00021947424102108926,538658.3379385903,4595.976103035351,96.65121659345459,176055.78315885834,180657.70724168175,176058.7571487549
int4_convrot,blocks.18.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.005677627724919417,0.007184342685759145,-4.658661464240093e-07,0.1616834389823226,0.9871808104294206,15.82668924032977,0.05572509765625,0.0047149658203125,0.01416015625,0.01904296875,0.025390625,0.00022171933960635215,571528.7202513699,5195.713859641837,-46.89562179385939,198753.20904893236,203961.05763563578,198759.27641246363
int4_convrot,blocks.18.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.005711810858156412,0.007493613386427501,-1.3585677323604597e-07,0.1709048723423615,0.9857087516878937,15.344911115247264,0.05902099609375,0.00439453125,0.0152587890625,0.0213623046875,0.029052734375,9.644031524658203e-05,574969.7071106129,5652.67104235107,-13.675790577864973,193528.45250584013,199190.2098284845,193532.99564598635
int4_convrot,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
int4_convrot,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
int4_convrot,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
int4_convrot,blocks.19.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.005209833522463853,0.00668410051692019,1.9876651369882876e-07,0.16224663244694776,0.9870920880527525,15.796486170969214,0.0809326171875,0.00421142578125,0.01318359375,0.01850360631942749,0.025634765625,0.0002177026472054422,196664.63024343806,1686.5078174606049,7.50318465125747,64067.381709297704,65752.81782436902,64066.84585810066
int4_convrot,blocks.19.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.006666767646681455,0.00853623190266467,2.4780666050889308e-06,0.1622041813642175,0.987099493711868,15.798759091276512,0.068359375,0.00537109375,0.01708984375,0.0234375,0.03239721059799194,0.00022167629504110664,62915.51296697988,687.6616939165514,23.385970516479574,26136.699327584767,26825.538995961193,26137.288314813006
int4_convrot,blocks.19.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.008833869627540649,0.01118982955464714,3.0576577231883954e-07,0.1625488276385231,0.9870441398542719,15.780323168937686,0.075927734375,0.00732421875,0.0220947265625,0.029541015625,0.0390625,0.00021669600391760468,83366.85310711258,1181.6513769659346,2.8855678542749956,44722.04788435511,45900.305475916015,44720.350991651496
int4_convrot,blocks.19.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.004618775217611911,0.0058732760130249416,3.869322172667111e-07,0.16162636365671862,0.9871901777263641,15.8297559582601,0.062957763671875,0.003875732421875,0.011688232421875,0.0159912109375,0.0218505859375,0.00021955702686682343,174352.92633297457,1302.156657826222,14.60620211949572,49846.977714732784,51154.12471680275,49849.47288685413
int4_convrot,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
int4_convrot,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
int4_convrot,blocks.19.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.007529799545978581,0.009723781460839843,-6.470427645752847e-07,0.18546765485030556,0.983233081371105,14.634636388889028,0.17901611328125,0.006103515625,0.019561767578125,0.0272216796875,0.037973761558532715,0.0001848803658504039,284240.4151940653,3569.2156890216816,-24.425046500662575,103761.54559343016,107336.08983346245,103764.20986892973
int4_convrot,blocks.19.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.005301268056760268,0.0066977454317445236,-3.7164217749826683e-07,0.16169551871455864,0.9871786574737996,15.826040322281074,0.047607421875,0.00439453125,0.01318359375,0.01763916015625,0.024169921875,0.0002172688691643998,533643.1155730037,4515.734708679233,-37.41072651959257,172715.95258211682,177238.47180085193,172719.3448371427
int4_convrot,blocks.19.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.005689889651797516,0.007195652752576735,4.820811129992742e-07,0.16179176462941805,0.9871634750547958,15.820871764119474,0.06005859375,0.0047607421875,0.01416015625,0.01904296875,0.02534162998199463,0.0002172986714867875,572763.0462262303,5212.0856081715465,48.52787377385539,199112.58779583548,204329.21807175357,199114.86012970816
int4_convrot,blocks.19.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.0055511853202832515,0.007326205727780003,-2.236220877508202e-07,0.171211523363931,0.98565857948681,15.329340171103743,0.0721435546875,0.0042724609375,0.015125274658203125,0.020751953125,0.027966514229774475,9.406606113770977e-05,558800.6110465277,5402.930315382097,-22.51053641139879,184316.14705543141,189728.5159706141,184320.86635532818
int4_convrot,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
int4_convrot,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
int4_convrot,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
int4_convrot,blocks.20.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.005367339338248468,0.006905357070000438,-6.151167648694845e-07,0.16180824752231002,0.987160811781775,15.819986915026005,0.091796875,0.00439453125,0.013671875,0.0191650390625,0.02734375,0.000222709437366575,202610.27570195612,1800.0090764530216,-23.219880366232246,68750.10828178903,70551.1528143729,68750.62600985376
int4_convrot,blocks.20.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.006708150922985872,0.008594254438581507,-3.748802581298665e-06,0.16212669966859788,0.9871133873535443,15.802909158441146,0.062255859375,0.005462647881358862,0.01708984375,0.023681640625,0.0322265625,0.00022082858777139336,63306.054559987504,697.0418231463918,-35.37813973939046,26518.54872187211,27220.573280113924,26521.04008941956
int4_convrot,blocks.20.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.008381094747355461,0.010598883872344679,-1.131370438966433e-06,0.16145585585705444,0.9872129066300044,15.83892397790563,0.06976318359375,0.007080078125,0.02099609375,0.02809607982635498,0.0380859375,0.00022856394934933633,79093.933252227,1060.1387042328106,-10.676951004686998,40668.212867423026,41720.19090825488,40664.13253572234
int4_convrot,blocks.20.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.004596089099874717,0.005825604748712143,1.0070868568461893e-06,0.16179507193327847,0.9871650511114807,15.820694211307762,0.042694091796875,0.00384521484375,0.011474609375,0.015585862100124359,0.020751953125,0.00021592776465695351,173496.55406364833,1281.1041712644596,38.01625588815659,48938.86201337339,50229.19450772743,48943.476174918476
int4_convrot,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
int4_convrot,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
int4_convrot,blocks.20.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.006540901863604533,0.008647571272676716,2.070569975881157e-06,0.1727338568144559,0.9854076567170655,15.252450598207037,0.162109375,0.00506591796875,0.017644882202148438,0.02490234375,0.034391164779663086,0.0002022584230871871,246910.77765111555,2822.868934041901,78.16139938906417,94609.72369042547,97435.2225062165,94611.03863129867
int4_convrot,blocks.20.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.00514898973534897,0.00650251595350965,8.296099010347025e-07,0.16162451524791063,0.9871890386257132,15.82985529333363,0.0537109375,0.00439453125,0.01275634765625,0.01717609167098999,0.0224609375,0.00022219617676455528,518314.27783039503,4256.317327448119,83.51126703238697,162936.92969614782,167191.07632845367,162935.8443485764
int4_convrot,blocks.20.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.0055536379152565,0.007020103689978557,-4.877774060849336e-08,0.16173207211661036,0.9871729766170736,15.824076984418323,0.059814453125,0.004638671875,0.013916015625,0.0185546875,0.024104595184326172,0.00021876890968997031,559047.497340288,4960.874039641745,-4.910128141083987,189655.6994888423,194624.10772909346,189659.46658914446
int4_convrot,blocks.20.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.005320736881340706,0.007055984703728528,-5.35088634440502e-07,0.1707187548619895,0.985738811986467,15.354375308736433,0.05889892578125,0.0040283203125,0.01458740234375,0.020263671875,0.02799665927886963,9.465217590332031e-05,535602.9116245164,5011.715478905781,-53.863785594920046,171958.61497644137,176973.63708686002,171960.26829219886
int4_convrot,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
int4_convrot,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
int4_convrot,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
int4_convrot,blocks.21.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.005189659128526564,0.006660019609349771,-6.897970984502214e-07,0.1622846378473058,0.9870871375744583,15.79445178633583,0.07763671875,0.0042724609375,0.013263702392578125,0.0184326171875,0.02587890625,0.0002185503690270707,195903.07237273932,1674.3776943753082,-26.03896856296342,63576.79174122558,65255.027707021974,63578.720876937514
int4_convrot,blocks.21.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.006642027069649904,0.008482131211548801,-2.9482139395847143e-06,0.16221379127355898,0.9870982504778647,15.79824450442229,0.0623779296875,0.0054168701171875,0.01690673828125,0.0233154296875,0.03173828125,0.00021849738550372422,62682.03158926696,678.9728294764525,-27.822837419225834,25803.394716042447,26484.05192678688,25804.236906675324
int4_convrot,blocks.21.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.008364095835004538,0.010577519122112336,-4.4694677625825265e-06,0.1614027535052376,0.9872238177857158,15.841781211122811,0.068359375,0.0068359375,0.020751953125,0.027709970250725746,0.036865234375,0.00022273593640420586,78933.51138857147,1055.8690526577236,-42.17918965755962,40531.08054867192,41587.439254724595,40531.32537536956
int4_convrot,blocks.21.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.004740735484338314,0.006003860379736597,3.307696406295518e-07,0.1619344233682649,0.9871410920979695,15.81321641717702,0.0537109375,0.00390625,0.0118255615234375,0.01611328125,0.021541118621826172,0.0002116362302331254,178956.77224411914,1360.703752018174,12.486135840939824,51890.18559513463,53251.37080217892,51890.42632264693
int4_convrot,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
int4_convrot,blocks.21.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.0008842097595334053,0.0010333061075092898,-5.867891013622284e-05,0.0017787518345966987,0.9999984225491653,54.99769277956078,0.0019145607948303223,0.0008121132850646973,0.0017793059814721346,0.0018756319768726826,0.0019117750925943255,,0.11317884922027588,0.000136668353512448,-0.0075109004974365234,43.19537416885927,43.187015771865845,43.1911266361858
int4_convrot,blocks.21.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.006328690066034762,0.008361712384771687,1.4764371482090903e-06,0.1759993971490716,0.9848645918006774,15.08977639545337,0.111328125,0.0048828125,0.01708984375,0.02392578125,0.03254377841949463,0.00019608603906817734,238900.0505285688,2639.3249570652856,55.73363612833782,85206.06398700936,87855.26531908447,85211.00217451184
int4_convrot,blocks.21.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.005023064999896531,0.006350616772194774,4.1341807925065105e-07,0.16153878410751418,0.987203265815517,15.834463807004479,0.05126953125,0.004150390625,0.0125732421875,0.0169677734375,0.022705078125,0.00022163987159729004,505638.27891182445,4059.784287542608,41.61602648335975,155578.41371947704,159647.2724934662,155582.9509627023
int4_convrot,blocks.21.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.005472369637295189,0.0069183803863856995,-8.00348362448138e-07,0.16164758941797214,0.9871864663653352,15.828615349075578,0.0562744140625,0.004547119140625,0.013671875,0.0184326171875,0.024607062339782715,0.00022118289780337363,550866.7646204582,4818.146708307028,-80.5657041122322,184391.77911519082,189222.36527142988,184397.99883915661
int4_convrot,blocks.21.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.0052612750460559465,0.0069471729490095755,-5.437104118137786e-07,0.17104136475356144,0.9856868192856291,15.337976936979064,0.0589599609375,0.004056927748024464,0.014373779296875,0.019775390625,0.0269775390625,9.501973545411602e-05,529617.2872985434,4858.333993800816,-54.73168212269229,166067.65817584004,170938.71634906498,166074.02026555088
int4_convrot,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
int4_convrot,blocks.22.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.0002605063205018965,0.00043024105192280903,-6.022925088148649e-06,0.0016401620404492938,0.9999986570403508,55.70226487079505,0.0034590959548950195,0.0001325942575931549,0.0009362504351884127,0.001737553277052939,0.0019452815176919103,,1.600550833163652,0.0011372996367952604,-0.0370048517415853,422.76729921639185,422.71127723789755,422.73871957732626
int4_convrot,blocks.22.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.00024418599361789955,0.0003463685654615218,2.676396348988419e-06,0.0016413592108343172,0.9999986539174263,55.69592726728294,0.0019453167915344238,0.00018706172704696655,0.0006934261182323098,0.0013176094507798553,0.0018560882890596986,,1.5002787447883748,0.0007371029492113767,0.016443779168184847,273.6030129512173,273.6261084376183,273.6141921429432
int4_convrot,blocks.22.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.00444950867495321,0.005763179484398581,-1.4053193798137242e-06,0.16194280042968945,0.9871400247712405,15.812767097337929,0.0556640625,0.00360107421875,0.0115966796875,0.016357421875,0.022705078125,0.00021913315868005157,167963.32830051854,1253.7954929980338,-53.049030264272005,47808.312445369564,49063.45167314903,47808.98431276078
int4_convrot,blocks.22.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.005988531254185704,0.007704645930935298,-4.2497921221018586e-07,0.1626548996526862,0.9870267937110414,15.774656998693853,0.07080078125,0.0048828125,0.015625,0.021484375,0.02880859375,0.00022358364367391914,56514.87133550126,560.2060484368931,-4.010607021802571,21174.51605938054,21731.848596425232,21173.07930368466
int4_convrot,blocks.22.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.008258372073570545,0.010475705013313083,1.1966885517584242e-06,0.16175303222046006,0.9871686363000505,15.822951386072962,0.0654296875,0.0068359375,0.020721435546875,0.0283203125,0.03765439987182617,0.00021669600391760468,77935.77679874678,1035.6403048111938,11.293370053637773,39582.57856750986,40616.39705679915,39581.66765974984
int4_convrot,blocks.22.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.004139662412160879,0.00527306278897005,1.4676983238481878e-07,0.16157247407463912,0.9871984523343164,15.832652496937081,0.0430908203125,0.00341796875,0.0103759765625,0.01416015625,0.01922607421875,0.00021915965771768242,156267.0235257842,1049.6108211482308,5.540375655458774,40206.24818913428,41259.55564807766,40208.096508032584
int4_convrot,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
int4_convrot,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
int4_convrot,blocks.22.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.007206858348878391,0.009413114579928548,1.559405259256451e-06,0.19885767016748618,0.9807966073029849,14.029153062413794,0.139892578125,0.0057373046875,0.01904296875,0.026611328125,0.037353515625,0.00018117163563147187,272049.79320120625,3344.7919111793094,58.865577448683325,84583.25821717705,87932.87014211211,84585.66822405485
int4_convrot,blocks.22.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.004774448373005618,0.006040714100285994,-7.988513459240842e-08,0.1618118118559813,0.9871601460590017,15.819795583197177,0.052001953125,0.00396728515625,0.011962890625,0.01607745885848999,0.02088111639022827,0.0002150734217138961,480611.70980858296,3673.2265056423917,-8.041500949475449,140290.1784998969,143964.28258104072,140290.61728764584
int4_convrot,blocks.22.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.005269872957931433,0.006665398953277183,7.562525529315975e-07,0.1617582403577311,0.9871685755606064,15.822671721595123,0.0552978515625,0.00439453125,0.01318359375,0.017578125,0.023681640625,0.00021961331367492676,530482.7814466474,4472.222932333455,76.12687458650908,170919.10750654404,175393.6483217511,170920.2664479815
int4_convrot,blocks.22.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.005002197368781529,0.0066612401231604815,-1.1681961951890326e-08,0.17096682818620593,0.9856981685799717,15.341762907149752,0.05859375,0.0037841796875,0.0137939453125,0.01939856819808483,0.02722168155014515,9.34898853302002e-05,503537.67438407615,4466.643847533502,-1.1759447938238736,152812.0548380559,157281.0624535042,152813.23672201287
int4_convrot,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
int4_convrot,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
int4_convrot,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
int4_convrot,blocks.23.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.004691390492959592,0.0060650903071667985,-2.439555644621277e-07,0.1621944548368479,0.9871010930379411,15.799279953782646,0.074951171875,0.0037841796875,0.012176513671875,0.017181396484375,0.02479231357574463,0.00022135840845294297,177094.0611916415,1388.599349741818,-9.20901419861184,52784.322655292926,54175.64293699892,52785.6831212756
int4_convrot,blocks.23.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.006218726857300923,0.007983553496118428,1.0708386559452364e-06,0.16187324237109485,0.9871499775012307,15.816498682866909,0.058837890625,0.00506591796875,0.015954971313476562,0.022216796875,0.03016728162765503,0.00021489460777956992,58687.269598090556,601.4989897076184,10.105701430467889,22955.395016742506,23555.935733985883,22954.91588051189
int4_convrot,blocks.23.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.008455317479038542,0.0107068172197211,1.368048338217736e-06,0.1630548226246228,0.9869656598216909,15.753327033353264,0.0653076171875,0.0069580078125,0.021240234375,0.028564453125,0.037109375,0.00020482804393395782,79794.38682810287,1081.8404113854197,12.910523888655007,40690.76956259058,41771.85733755783,40690.393244380626
int4_convrot,blocks.23.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.003953469072680252,0.005051399233035174,-4.154178853425937e-07,0.16191087382504696,0.9871453358796727,15.814479666855501,0.040283203125,0.00323486328125,0.010009765625,0.01385498046875,0.018863297998905182,0.00021468268823809922,149238.46030877164,963.2206884587969,-15.68150008347584,36742.92858394254,37708.167220109666,36743.93755779539
int4_convrot,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
int4_convrot,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
int4_convrot,blocks.23.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.0064993994782759695,0.008575180446001791,4.5743057708556395e-07,0.18779995660148344,0.9828210291994952,14.52609024861205,0.155517578125,0.0050048828125,0.017578125,0.024658203125,0.035318732261657715,0.00018911891675088555,245344.1150639773,2775.8049713546256,17.267426092730602,78704.21182752623,81490.73490063004,78709.57087840146
int4_convrot,blocks.23.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.00469804467361147,0.005945253104105739,-2.89450265520431e-07,0.1615812585655211,0.9871973460265728,15.832180268949967,0.050048828125,0.00390625,0.01171875,0.015869140625,0.02099609375,0.00022374589752871543,472920.6616009748,3558.048330468952,-29.13701775536174,136279.29238867218,139852.67710347474,136286.96058083905
int4_convrot,blocks.23.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.0051472732662177475,0.0065077152419852555,6.685468878989362e-07,0.1618027209062977,0.9871625073665857,15.820283589622623,0.05322265625,0.0043640173971652985,0.012847900390625,0.01726764440536499,0.022780299186706543,0.00021839141845703125,518141.4923901639,4263.12658991831,67.29813326644944,162838.31050777942,167114.6829925541,162844.9334552078
int4_convrot,blocks.23.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.004654303752660002,0.006260901459432459,1.1389568882618345e-06,0.17126987435766458,0.9856479910291529,15.326380417376287,0.058349609375,0.003448486328125,0.0130615234375,0.018798828125,0.025541067123413086,9.289383888244629e-05,468517.5563279246,3945.889173480098,114.65115437433997,134518.78157803716,138461.78422621646,134517.33831538842
int4_convrot,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
int4_convrot,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
int4_convrot,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
int4_convrot,blocks.24.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.004348353183098027,0.005723349748923983,9.277126695762342e-07,0.16217021995716882,0.9871048450670028,15.800577884827756,0.0712890625,0.00341796875,0.011691093444824219,0.0166015625,0.023404836654663086,0.00022154384350869805,164144.8363435271,1236.5252416464966,35.0199806476885,47017.63440218634,48256.47885199136,47018.79400626528
int4_convrot,blocks.24.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.005793182769806992,0.007526507363912887,-1.1256607094346628e-06,0.16194563256054287,0.9871402580915141,15.812615195796978,0.066925048828125,0.004638671875,0.015167236328125,0.02146315574645996,0.029296875,0.00022051070118322968,54671.33174429822,534.6005540052026,-10.623067236505449,20384.07103306926,20920.333451108498,20384.901965086116
int4_convrot,blocks.24.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.008446202946007557,0.010698524621660568,7.5365998712446155e-06,0.16163987549800743,0.9871871154453465,15.829029854831443,0.069000244140625,0.00689697265625,0.02117919921875,0.0283203125,0.037109375,0.00022135840845294297,79708.37130281539,1080.1652555815285,71.12427971931174,41342.16245412864,42423.307569576544,41342.65238406099
int4_convrot,blocks.24.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.0037885259518953035,0.0049060741061724466,6.228225683717182e-07,0.1617162772335303,0.9871758955011272,15.82492529674803,0.04046630859375,0.0030517578125,0.0099945068359375,0.0140380859375,0.019986867904663086,0.0002163251192541793,143012.0659872445,908.5955844281023,23.510764708305942,34742.66682704272,35653.91615918781,34743.99370090106
int4_convrot,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
int4_convrot,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
int4_convrot,blocks.24.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.006704255182414427,0.008801341915291973,-3.1319972518570634e-07,0.1931701693967266,0.9818454575746001,14.281198786843278,0.159912109375,0.0052490234375,0.017822265625,0.025146484375,0.03557920455932617,0.00018670823192223907,253077.15895759407,2924.153722482735,-11.82289374130778,78364.62837329376,81272.75562807149,78356.61513944698
int4_convrot,blocks.24.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.0045622118073862595,0.0057827926656897006,-7.279326222385413e-07,0.16167128100746755,0.9871816066638416,15.827342410494511,0.0577392578125,0.0037841796875,0.011505126953125,0.015502928756177425,0.0205078125,0.00021958351135253906,459247.277581618,3366.250178022516,-73.27609702045447,128789.55139112346,132152.45455657906,128787.87788483908
int4_convrot,blocks.24.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.00505867029241522,0.006400927617997221,1.0347171998052046e-06,0.16181294643516236,0.9871594878756937,15.819734680381183,0.0517578125,0.004150390625,0.0125732421875,0.01708984375,0.02271217107772827,0.0002188583166571334,509222.42501179985,4124.363917466638,104.15804376028245,157518.093508518,161637.41806724964,157515.57382914974
int4_convrot,blocks.24.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.00446284860205643,0.006014153099748445,-7.071024652807271e-07,0.17101333129207869,0.9856906350377569,15.33940065988638,0.05187416076660156,0.0032958984375,0.01248466968536377,0.01806640625,0.02490234375,9.469190990785137e-05,449245.0498319926,3640.9951919197674,-71.17926476488356,124497.36837682105,128141.01379268935,124498.69348879742
int4_convrot,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
int4_convrot,blocks.25.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.0003785354072363134,0.0005457369815185509,-8.327278446055667e-07,0.0015986563753935198,0.9999987222613803,55.92489752067177,0.003753662109375,0.00025725364685058594,0.0011386366095393896,0.0018152504926547408,0.0028233022894710302,,2.3257215420599096,0.0018298604728134399,-0.005116279877256602,715.9912716347285,715.9678861553487,715.9786639648021
int4_convrot,blocks.25.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.0002625866242365049,0.00039281948888302833,3.2721223520345197e-06,0.0016357479552832402,0.9999986633602231,55.72567227811619,0.001983165740966797,0.0001819320023059845,0.000832310295663774,0.0016156132332980633,0.0019183411495760083,,1.6133322193090862,0.0009480631347998124,0.02010391973090009,354.32719589224155,354.3609200363858,354.3435839327463
int4_convrot,blocks.25.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.0034366463376031085,0.004600366158862912,-8.982366455842494e-08,0.16237228266412754,0.987073372558132,15.789762077436007,0.0654754638671875,0.002593994140625,0.0093994140625,0.013671875,0.0196533203125,0.00021688143897335976,129729.05532354662,798.8904215361614,-3.3907297999685397,30301.450753155255,31101.982033232274,30302.271182424967
int4_convrot,blocks.25.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.004996622401233108,0.006563561392654041,-1.1718166281636676e-06,0.16240191724136036,0.9870696362941964,15.788176959725892,0.05474853515625,0.00390625,0.013427734375,0.01904296875,0.02667236328125,0.00022326575708575547,47154.04497895867,406.5570779522641,-11.058649134240113,15414.847134503736,15823.320860375245,15415.805458463727
int4_convrot,blocks.25.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.008025874087338989,0.010249724289010123,-3.515983997282035e-07,0.16198138658937217,0.9871356233921046,15.810697754327576,0.071044921875,0.0065765380859375,0.0205078125,0.02783203125,0.037109375,0.00022602081298828125,75741.6505230501,991.4408050428653,-3.3180987923406065,37786.49110826675,38783.806788956004,37789.4285460894
int4_convrot,blocks.25.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.003103488873716532,0.003988527629170499,-7.395843340645322e-07,0.1617468307860785,0.9871710568544318,15.823284399967568,0.0347900390625,0.0025634765625,0.008056640625,0.01123046875,0.0157967209815979,0.0002122985024470836,117152.7821728627,600.5202043290329,-27.91837377633783,22953.877717802647,23555.99590108847,22954.676707281287
int4_convrot,blocks.25.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.0009901973244268447,0.001177390491773923,5.4408301366493106e-05,0.0017185248301368752,0.9999985238704718,55.29688377139603,0.0032384395599365234,0.0009270906448364258,0.00193004310131073,0.002427667146548629,0.0031458467710763216,,0.12674525752663612,0.00017743979137531396,0.0069642625749111176,60.08131027122167,60.08506488800049,60.08309885971539
int4_convrot,blocks.25.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.0009030444780364633,0.0010815720782310085,-0.00018906814511865377,0.0016699957175968548,0.9999986700071736,55.54569285041887,0.00290071964263916,0.0008454471826553345,0.0018380791880190372,0.0019406945211812854,0.002779543399810791,,0.1155896931886673,0.00014973416453234467,-0.024200722575187683,53.689602519239074,53.650914430618286,53.67018360784641
int4_convrot,blocks.25.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.00675289192454551,0.008929303582028016,1.3658189126634603e-06,0.20834304338653567,0.9789701328406939,13.624419922783382,0.111328125,0.00518798828125,0.01806640625,0.02571570873260498,0.037109375,0.00017812516307458282,254913.13449620036,3009.799676033143,51.55793755794002,69339.32081563209,72320.49594914581,69325.00854436799
int4_convrot,blocks.25.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.004338209977954612,0.005508877740840276,-5.682821744649088e-07,0.1617818039571806,0.987165284094644,15.8214065253497,0.047607421875,0.00360107421875,0.0108642578125,0.0146484375,0.019775390625,0.00022137165069580078,436698.5151209986,3054.902926899617,-57.20515673968475,116718.06179826026,119778.02707051353,116720.59297093649
int4_convrot,blocks.25.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.004828714859649727,0.006122036210914373,-1.0452181312791086e-06,0.1618648098146978,0.9871517546984728,15.81695117372335,0.06005859375,0.0040130615234375,0.012145993299782276,0.016357421875,0.0218505859375,0.00022088487457949668,486074.35321651894,3772.7926247003975,-105.21510213351576,143998.52772920686,147770.61476829587,143998.1749364013
int4_convrot,blocks.25.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.004029325380628983,0.005492193212967393,-2.7869744439300525e-07,0.17106747789882695,0.9856818310645734,15.336650950216718,0.072998046875,0.0029296875,0.011474609375,0.0166015625,0.02392578125,9.24070700420998e-05,405605.17347056797,3036.42641296497,-28.054603339376627,103759.49648850969,106798.61331895883,103760.84169725512
int4_convrot,blocks.26.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,36864,0.00044122559697212793,0.0009150952752924656,-5.316618917511957e-06,0.0016973567546299535,0.9999985595289532,55.40453734005112,0.007808685302734375,0.00014854967594146729,0.0019006638322025537,0.0037613417953252792,0.0071946196258068085,,16.265340406780524,0.03086989011256664,-0.19599183977516077,10714.917154915467,10714.694692422556,10714.790488723957
int4_convrot,blocks.26.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.00034220537779668564,0.0005060948175638784,-2.6751239839602667e-06,0.001680819536036261,0.9999985874731427,55.489578256027805,0.0019528865814208984,0.00021401047706604004,0.0010433167917653918,0.001776612363755703,0.0019388016080483794,,2.1025098411828367,0.001573674789058654,-0.016435961757451878,557.0225958888989,557.0097383693949,557.0153802917524
int4_convrot,blocks.26.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.00032207514510851354,0.0004930262791596585,-5.150995807075749e-06,0.0016603612172570634,0.9999986220916892,55.59594838864512,0.0037071704864501953,0.0002049580216407776,0.0009529889211989939,0.0017856571357697248,0.0031356129329651594,,1.9788296915467072,0.001493452258971756,-0.031647718238673406,541.7341117616953,541.6986211473607,541.7156197283985
int4_convrot,blocks.26.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.0028041522361361352,0.004028966384073821,-3.278285454392454e-07,0.1624120665037428,0.9870644976275091,15.787634154444088,0.062530517578125,0.00191497802734375,0.00848388671875,0.01312255859375,0.019954204559326172,0.00021894772362429649,105853.20246571263,612.7590042122454,-12.375113215050078,23230.20900262746,23839.346042050533,23228.398020232402
int4_convrot,blocks.26.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.004389960105891371,0.005883245859471281,7.776273900423409e-07,0.16347079901313585,0.9868998150473456,15.731196292499455,0.073974609375,0.0033721923828125,0.01220703125,0.0179443359375,0.026724815368652344,0.00021764967823401093,41428.86127195635,326.6453035673177,7.338612763269339,12223.513250207474,12549.401271433871,12223.134609037332
int4_convrot,blocks.26.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.005902834775000205,0.007972251553677331,-3.187110115827125e-06,0.16220452703467905,0.9870978057117524,15.79874058095048,0.071044921875,0.00439453125,0.0166015625,0.024658203125,0.03466796875,0.00022167629504110664,55706.13789327553,599.7971673091885,-30.07734459132189,22797.040378490998,23394.919757307147,22796.081484244496
int4_convrot,blocks.26.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.0025433164076045364,0.003383008927226855,-4.3247058919748825e-07,0.16169055677092425,0.9871791935107297,15.826306869903679,0.03387451171875,0.001953125,0.0069580078125,0.01015472412109375,0.014404296875,0.00025055144215002656,96006.97963513204,432.02482375080285,-16.325218099380436,16524.920875818792,16957.2851577012,16525.09060488481
int4_convrot,blocks.26.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.000980775963398628,0.0014280436379768891,0.0001218651159433648,0.0018372556360690183,0.9999985115223553,54.71660823360046,0.010589122772216797,0.000814780592918396,0.001877427101135254,0.001937751192599535,0.009491141885519028,,0.12553932331502438,0.0002610315048916824,0.015598734840750694,77.33102212673415,77.42846263945103,77.37961186734015
int4_convrot,blocks.26.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.0009217615006491542,0.0013800487859490778,2.7604284696280956e-05,0.001794208977768902,0.9999985804323922,54.92253949109801,0.010826587677001953,0.0007653981447219849,0.001723876572214067,0.0019103589002043009,0.009696178138256073,,0.11798547208309174,0.00024378043540473904,0.0035333484411239624,75.72735664126172,75.82053971290588,75.7738262868661
int4_convrot,blocks.26.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.005492462940981732,0.007632920783098695,1.5282874508816393e-07,0.24744064084580747,0.9706793251021673,12.130579364507707,0.1318359375,0.00390625,0.015869140625,0.02392578125,0.036865234375,0.00016636318468954414,207333.53354890298,2199.297215449698,5.769091951544397,35920.4576159146,38061.80554803625,35891.482974248465
int4_convrot,blocks.26.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.004007957480482669,0.005082833855330366,5.36071952487426e-07,0.16161739483901238,0.9871903547690679,15.83023796082784,0.0411376953125,0.00335693359375,0.010040283203125,0.01348876953125,0.018111109733581543,0.00022799770522397012,403454.2102132411,2600.656384909047,53.9627696305397,99565.01656806788,102166.00270557692,99565.18144436694
int4_convrot,blocks.26.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.00451424650098115,0.005721236459985946,-2.276744913372724e-07,0.16171899765380476,0.9871752525898181,15.824779182380746,0.05108642578125,0.0037841796875,0.01123046875,0.01531982421875,0.02044108510017395,0.00021971265960019082,454418.9317452298,3294.9660303574556,-22.91846471313329,125987.90659962568,129290.29813492778,125991.61935209803
int4_convrot,blocks.26.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.0031295287509562494,0.004493717629033572,-2.1660079145109762e-07,0.17156843699288768,0.9855992984098723,15.311252103711722,0.07000732421875,0.00213623046875,0.009521484375,0.01513671875,0.024626851081848145,9.169181430479512e-05,315028.6789980192,2032.7440794840074,-21.803749583676108,69057.0330032532,71089.82465752306,69057.05679064777
int4_convrot,blocks.27.mod.lin,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,36864,0.00027000990567301503,0.0005657087720844496,-1.886065459514678e-06,0.0016935079187216258,0.9999985663268223,55.424255365694776,0.007782459259033203,0.00011861324310302734,0.0009178499458357692,0.002305202651768923,0.006508334539830685,,9.953645162730027,0.011797453755677336,-0.06952791709954909,4113.521960855104,4113.304530523912,4113.407346962631
int4_convrot,blocks.27.prenorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.00026943271168653843,0.00043641296814257713,3.975966412198921e-06,0.0016602065854775267,0.9999986221400481,55.59675735545583,0.003859281539916992,0.00016570836305618286,0.0008763999212533236,0.0016839484451338649,0.0034847818315029144,,1.655394580602092,0.0011701633767199583,0.024428337636550168,424.54354026777673,424.56260487302745,424.5524874887138
int4_convrot,blocks.27.postnorm.scale,main_blocks.norm_modulation,False,torch.float32,torch.bfloat16,torch.bfloat16,6144,0.00043229776642957535,0.0006101941723094076,3.87999171576799e-06,0.0017263806767153433,0.9999985098945272,55.25726867336768,0.003892183303833008,0.0003084912896156311,0.0013457898749038577,0.001875591930001974,0.003037330461665988,,2.656037476943311,0.0022876380851427104,0.023838669101678533,767.56327199091,767.540302242058,767.5506432974415
int4_convrot,blocks.27.attn.wq.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.0019316332491544437,0.0026741954558502537,3.5007998753746853e-07,0.16336812473818493,0.9869172104007568,15.73665352164458,0.040283203125,0.00140380859375,0.0054931640625,0.00872802734375,0.013728618621826172,0.00021870930504519492,72916.71357115332,269.9533411672342,13.21507702843519,10114.724524016889,10385.049548160658,10114.910365505373
int4_convrot,blocks.27.attn.wk.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.003364373931710616,0.004503995056119481,-2.320788500504187e-07,0.16278936875833402,0.9870092232692205,15.767479217480766,0.051025390625,0.0025634765625,0.0091552734375,0.013916015625,0.02099609375,0.00022157032799441367,31750.21583835652,191.442445339133,-2.1901708104342106,7224.140015806892,7416.570929785816,7224.634250126805
int4_convrot,blocks.27.attn.wv.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,9437184,0.006004766577769561,0.008031511024759363,-3.165821433516304e-06,0.16531105593654138,0.9866116796178626,15.633962000359755,0.06201171875,0.0045166015625,0.016845703125,0.024314552545547485,0.034342169761657715,0.0002122455189237371,56668.08707146166,608.7471520205827,-29.876439379237127,22275.791406665012,22887.47024479226,22277.257249718437
int4_convrot,blocks.27.attn.gate.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.00217351508276927,0.0028133236053780506,-9.519923972357616e-07,0.162229982356605,0.9870967595601847,15.797377580955079,0.0247039794921875,0.0017242431640625,0.005615234375,0.0079345703125,0.010986328125,0.00022188822913449258,82047.44705147533,298.7733072046034,-35.93650967725989,11352.18742012637,11652.628484343773,11353.021298632932
int4_convrot,blocks.27.attn.qknorm.qnorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.000426422331656795,0.0006190251935533172,-1.7783640942070633e-05,0.001675037145628717,0.9999985978428156,55.51951115209252,0.0019470453262329102,0.0003101751208305359,0.0014485091669484973,0.0019195040222257376,0.001945675234310329,,0.05458205845206976,4.9048600352476386e-05,-0.002276306040585041,17.48146134026573,17.482737723737955,17.482075007701667
int4_convrot,blocks.27.attn.qknorm.knorm.scale,main_blocks.attention,False,torch.float32,torch.bfloat16,torch.bfloat16,128,0.00039528669003630057,0.0006144325439260458,3.882144665112719e-05,0.001681419462130056,0.9999985876598532,55.48647860017357,0.002849102020263672,0.0002313181757926941,0.0015441805589944124,0.0019021268235519528,0.0027305600233376026,,0.05059669632464647,4.8323500932535325e-05,0.00496914517134428,17.09252604993246,17.090770918875933,17.09162432265373
int4_convrot,blocks.27.attn.wo.weight,main_blocks.attention,True,torch.bfloat16,torch.bfloat16,torch.int8,37748736,0.005247856602685342,0.007665207580995125,1.2060701670565095e-06,0.2636457289651293,0.96669356693776,11.579585196068189,0.16796875,0.0035400390625,0.0159912109375,0.0263671875,0.0419921875,0.0001709461212158203,198099.95346062587,2217.9423572206024,45.527624333692074,31908.675290973297,33850.78082430544,31770.756879039818
int4_convrot,blocks.27.mlp.gate.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.003117213868193845,0.003955542000937575,-1.5166774440117844e-07,0.16201100348501982,0.9871295372842976,15.809109759697982,0.0450439453125,0.0025634765625,0.0078125,0.01061481237411499,0.014404296875,0.00025173029280267656,313789.022309302,1575.0093886281725,-15.267375048308168,60005.92335377793,61583.277829726285,60007.09589743795
int4_convrot,blocks.27.mlp.up.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.0035906378630173705,0.004557884667147186,-3.923676882251643e-07,0.16217299045536948,0.9871042333872455,15.800429497312054,0.050048828125,0.002958892844617367,0.009033203125,0.01220703125,0.016845703125,0.00021976232528686523,361445.44203372503,2091.21078237775,-39.49702474064543,79513.47962253755,81607.48448340136,79514.87666178087
int4_convrot,blocks.27.mlp.down.weight,main_blocks.mlp,True,torch.bfloat16,torch.bfloat16,torch.int8,100663296,0.0011000379468696967,0.002107292934928351,-2.9397186701755056e-08,0.1788208551249231,0.9843868402235929,14.951636652916388,0.04583740234375,0.0006256103515625,0.0035400390625,0.00994873046875,0.018395662307739258,0.00010865926742553711,110733.44545697655,447.0138389717304,-2.959217706526033,13979.274530941848,14427.921802714289,13980.091247341692
int4_convrot,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
int4_convrot,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
int4_convrot,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
int4_convrot,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
int4_convrot,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
int4_convrot,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
int4_convrot,txtfusion.layerwise_blocks.0.attn.wq.weight,text_fusion.layerwise,True,torch.bfloat16,torch.bfloat16,torch.int8,6553600,0.005266027523407066,0.006703722108699027,-1.837298825346778e-07,0.1558970896742957,0.9880679451956399,16.14323984506109,0.052734375,0.00439453125,0.0133056640625,0.01806640625,0.024930715560913086,0.0004512023879215121,34511.43797740055,294.5180638292222,-1.2040921581792645,12118.138763686035,12415.528849657348,12119.57477475731
int4_convrot,txtfusion.layerwise_blocks.0.attn.wk.weight,text_fusion.layerwise,True,torch.bfloat16,torch.bfloat16,torch.int8,6553600,0.005585232916484131,0.007092118781675275,-4.809283367990247e-06,0.15368313333654185,0.9883975186431223,16.267475870670893,0.047119140625,0.004638671875,0.01416015625,0.019134521484375,0.026731252670288086,0.0004719543503597379,36603.3824414704,329.63394806344047,-31.518119480460882,13956.59638381052,14288.207481908612,13957.584958827516
int4_convrot,txtfusion.layerwise_blocks.0.attn.wv.weight,text_fusion.layerwise,True,torch.bfloat16,torch.bfloat16,torch.int8,6553600,0.008033050960516892,0.01020202170706137,-7.349608048290434e-06,0.15691084578164316,0.9879110774225953,16.086940733063365,0.08154296875,0.0068359375,0.02001953125,0.02734375,0.03759765625,0.00046447754721157253,52645.402774843504,682.1068597582325,-48.16639130527619,27704.255923331795,28383.622625587275,27702.885844580233
int4_convrot,txtfusion.layerwise_blocks.0.attn.gate.weight,text_fusion.layerwise,True,torch.bfloat16,torch.bfloat16,torch.int8,6553600,0.007683273798407484,0.009689226805108588,3.031823191790295e-07,0.15320819785109552,0.9884664253643407,16.294359917796633,0.06689453125,0.0063934326171875,0.01904296875,0.025390625,0.03359341621398926,0.0004574584891088307,50353.10316524329,615.2592823473589,1.9869356469716877,26211.638297145815,26827.23916238232,26211.8090885898
int4_convrot,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
int4_convrot,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
int4_convrot,txtfusion.layerwise_blocks.0.attn.wo.weight,text_fusion.layerwise,True,torch.bfloat16,torch.bfloat16,torch.int8,6553600,0.007622178198013625,0.009942826224802,-1.088803947641992e-06,0.15190387547252074,0.9886614870350883,16.36862291973437,0.44921875,0.00634765625,0.018798828125,0.02533954381942749,0.0361328125,0.0004724120954051614,49952.70703850209,647.8875416108098,-7.1355855512665585,28077.725304290187,28733.08985917829,28081.463810927176
int4_convrot,txtfusion.layerwise_blocks.0.mlp.gate.weight,text_fusion.layerwise,True,torch.bfloat16,torch.bfloat16,torch.int8,17694720,0.008006768248030509,0.010073580002410739,3.9314421338832307e-07,0.152549774819,0.9885651750292794,16.331768581793384,0.06298828125,0.0068359375,0.01983642578125,0.02621924877166748,0.034423828125,0.0004668624314945191,141677.5222537904,1795.6073503156979,6.956576775526628,77159.2917717815,78966.3239819844,77165.0042017258
int4_convrot,txtfusion.layerwise_blocks.0.mlp.up.weight,text_fusion.layerwise,True,torch.bfloat16,torch.bfloat16,torch.int8,17694720,0.007984634324359946,0.010046411104058761,-1.51379590713516e-06,0.15322385816297504,0.9884656579015267,16.293472127252976,0.07177734375,0.0067138671875,0.01971435546875,0.02618408203125,0.0341796875,0.00047059234930202365,141285.86867193843,1785.9347440844076,-26.78619471390266,76069.89187748937,77867.20029281935,76075.57871311037
int4_convrot,txtfusion.layerwise_blocks.0.mlp.down.weight,text_fusion.layerwise,True,torch.bfloat16,torch.bfloat16,torch.int8,17694720,0.00819842486249036,0.010400958335446653,-1.0910841300144553e-06,0.1623945537470978,0.9870676764257346,15.788570797124011,0.246826171875,0.0068359375,0.020099639892578125,0.0269775390625,0.03759765625,0.0002008508745348081,145068.8323828054,1914.2136469807597,-19.306428177049384,72585.10139360542,74490.54072604777,72580.71423633427
int4_convrot,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
int4_convrot,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
int4_convrot,txtfusion.layerwise_blocks.1.attn.wq.weight,text_fusion.layerwise,True,torch.bfloat16,torch.bfloat16,torch.int8,6553600,0.004970577423334896,0.006316952282166873,-7.814975324649254e-09,0.1677769568319554,0.9862195166982224,15.50535374355908,0.0556640625,0.004150390625,0.0124969482421875,0.01708984375,0.023573756217956543,0.00040954590076580644,32575.176201567578,261.5141081754715,-0.05121622228762135,9290.316240247634,9554.393753451237,9291.597942762644
int4_convrot,txtfusion.layerwise_blocks.1.attn.wk.weight,text_fusion.layerwise,True,torch.bfloat16,torch.bfloat16,torch.int8,6553600,0.004950911907736861,0.006281751489125968,-4.205976803017819e-07,0.16095874600758203,0.9872917515834794,15.865708401979965,0.041259765625,0.004150390625,0.012451171875,0.016835080459713936,0.022705078125,0.0004180908144917339,32446.296278544294,258.60768904731896,-2.756428957625758,9981.878368541364,10239.861706229189,9981.566192861395
int4_convrot,txtfusion.layerwise_blocks.1.attn.wv.weight,text_fusion.layerwise,True,torch.bfloat16,torch.bfloat16,torch.int8,6553600,0.006870902519329291,0.008692443598539814,4.9718822212696525e-06,0.156518628339217,0.9879734321479778,16.108679334430388,0.0558013916015625,0.005859375,0.01708984375,0.0230712890625,0.03076171875,0.0004635619989130646,45029.146750676446,495.18068179793215,32.58372732531279,20213.039602998746,20711.48772311496,20214.673322158367
int4_convrot,txtfusion.layerwise_blocks.1.attn.gate.weight,text_fusion.layerwise,True,torch.bfloat16,torch.bfloat16,torch.int8,6553600,0.006325624579505647,0.008014964688320716,-2.9739488483748745e-06,0.15610069380777555,0.9880369106268072,16.13190333321433,0.0758056640625,0.00537109375,0.0157470703125,0.021484375,0.02783203125,0.0004635619989130646,41455.613244248205,421.0010289276715,-19.490071172709577,17277.205168726567,17701.70844736899,17278.956293584102
int4_convrot,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
int4_convrot,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
int4_convrot,txtfusion.layerwise_blocks.1.attn.wo.weight,text_fusion.layerwise,True,torch.bfloat16,torch.bfloat16,torch.int8,6553600,0.006689491903677141,0.00866102466427928,2.8967604715468553e-06,0.15563462899202707,0.9881046010384599,16.157875305422166,0.283203125,0.005615233443677425,0.0166015625,0.0225830078125,0.035245656967163086,0.0004621887346729636,43840.25413993851,491.6074789945609,18.98420942632947,20295.792396249624,20787.403132409905,20295.794024834802
int4_convrot,txtfusion.layerwise_blocks.1.mlp.gate.weight,text_fusion.layerwise,True,torch.bfloat16,torch.bfloat16,torch.int8,17694720,0.007053066964016872,0.008885513202241572,1.0383137473763466e-06,0.15396762109493828,0.9883537976666538,16.251412006425248,0.0703125,0.005859375,0.01745319366455078,0.023193359375,0.030484911054372787,0.0004672580398619175,124802.04506952863,1397.039635768705,18.372671031975187,58931.83014041121,60329.63987479865,58932.21518972301
int4_convrot,txtfusion.layerwise_blocks.1.mlp.up.weight,text_fusion.layerwise,True,torch.bfloat16,torch.bfloat16,torch.int8,17694720,0.006991238483233676,0.00880594114054846,-1.2210344563199113e-06,0.15339007307158978,0.9884414880856519,16.284054913312055,0.0732421875,0.005859375,0.017333984375,0.02294921875,0.03125,0.00045702900388278067,123708.00741404458,1372.1299733785513,-21.60586281493306,58317.74770109414,59700.82707243413,58323.22240007531
int4_convrot,txtfusion.layerwise_blocks.1.mlp.down.weight,text_fusion.layerwise,True,torch.bfloat16,torch.bfloat16,torch.int8,17694720,0.0073910897326963775,0.00931066159412698,-2.086449413504262e-07,0.1625051878084066,0.9870515912369405,15.782655401320493,0.12646484375,0.00634765625,0.018224716186523438,0.02421504259109497,0.0322265625,0.00019423873163759708,130783.26331493724,1533.9273071162038,-3.691913816612214,58085.84598816111,59618.25110147358,58085.08489125899
int4_convrot,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
int4_convrot,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
int4_convrot,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
int4_convrot,txtfusion.refiner_blocks.0.attn.wq.weight,text_fusion.refiner,True,torch.bfloat16,torch.bfloat16,torch.int8,6553600,0.007703848770716828,0.009755066518052496,-5.462627571422018e-06,0.15941560486659118,0.9875331277753749,15.94938337325961,0.0675048828125,0.00634765625,0.019287109375,0.026123046875,0.03445327281951904,0.00044235229142941535,50487.9433037698,623.6492449161469,-35.79987605207134,24540.23618214974,25169.13677227014,24542.861854751944
int4_convrot,txtfusion.refiner_blocks.0.attn.wk.weight,text_fusion.refiner,True,torch.bfloat16,torch.bfloat16,torch.int8,6553600,0.007771164100771397,0.009822526337125779,1.505701396649073e-06,0.15679617872974208,0.987932143261179,16.093290513747064,0.06393051147460938,0.006591796875,0.019287109375,0.026123046875,0.03448057174682617,0.0004435729933902621,50929.10105081543,632.3045901502353,9.867764673079364,25719.07742868349,26356.90607632551,25721.839457429116
int4_convrot,txtfusion.refiner_blocks.0.attn.wv.weight,text_fusion.refiner,True,torch.bfloat16,torch.bfloat16,torch.int8,6553600,0.008812327772439659,0.01110949672849126,5.43342567695504e-06,0.1531140102744082,0.9884805508244826,16.299701371341065,0.0846099853515625,0.00732421875,0.02197265625,0.0291748046875,0.03834781050682068,0.00045379638322629035,57752.47128946055,808.8513253235624,35.608498516492546,34501.568442690404,35311.45693603624,34502.08702670169
int4_convrot,txtfusion.refiner_blocks.0.attn.gate.weight,text_fusion.refiner,True,torch.bfloat16,torch.bfloat16,torch.int8,6553600,0.008333554992657088,0.010497010379995831,7.171286365004193e-06,0.1538653307406395,0.9883711706957995,16.25718450580117,0.0693359375,0.00689697265625,0.0206298828125,0.02734375,0.03618955612182617,0.00047012328286655247,54614.785999877495,722.1230103281023,46.997742321691476,30502.092552097714,31230.399662457057,30505.184602113037
int4_convrot,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
int4_convrot,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
int4_convrot,txtfusion.refiner_blocks.0.attn.wo.weight,text_fusion.refiner,True,torch.bfloat16,torch.bfloat16,torch.int8,6553600,0.008671541406465009,0.01101279969589216,6.564607096226637e-07,0.1539233190401293,0.988358433118185,16.253911610741618,0.23046875,0.00732421875,0.021484375,0.02880859375,0.0390625,0.0004800414899364114,56829.81376140908,794.8321236047786,4.302180906583089,33547.99519418708,34337.540455759794,33545.351763173654
int4_convrot,txtfusion.refiner_blocks.0.mlp.gate.weight,text_fusion.refiner,True,torch.bfloat16,torch.bfloat16,torch.int8,17694720,0.007642598097921083,0.009625180121842858,2.012343840205075e-07,0.15283420113625104,0.9885219546436659,16.31558897506435,0.0693359375,0.00634765625,0.01904296875,0.025146484375,0.033203125,0.0004703662998508662,135233.63341524615,1639.3112742814087,3.5607860796153545,70181.12460905394,71822.92585975461,70182.36959726304
int4_convrot,txtfusion.refiner_blocks.0.mlp.up.weight,text_fusion.refiner,True,torch.bfloat16,torch.bfloat16,torch.int8,17694720,0.007454491297968497,0.009391783541853233,-1.654668324662183e-06,0.15310388655937643,0.9884825803050294,16.300275690950954,0.05810546875,0.00634765625,0.0185546875,0.0244140625,0.031870245933532715,0.00047358759911730886,131905.1362599891,1560.773360759395,-29.278892697766423,66583.62152572625,68149.52494512417,66586.18655504461
int4_convrot,txtfusion.refiner_blocks.0.mlp.down.weight,text_fusion.refiner,True,torch.bfloat16,torch.bfloat16,torch.int8,17694720,0.007795727588230933,0.009862738270853662,-7.705452533885088e-06,0.16264160196543231,0.9870321715674699,15.775367133868492,0.216796875,0.006591796875,0.0193328857421875,0.025634765625,0.03466796875,0.0001983642578125,137943.21687002166,1721.2292250879652,-136.34582506038714,65069.19363873193,66798.4667297558,65073.21557169757
int4_convrot,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
int4_convrot,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
int4_convrot,txtfusion.refiner_blocks.1.attn.wq.weight,text_fusion.refiner,True,torch.bfloat16,torch.bfloat16,torch.int8,6553600,0.0076534083319124945,0.00966644692004403,6.487192530357788e-07,0.15703384716451627,0.9878944618980078,16.080134588442125,0.0645751953125,0.00634765625,0.01904296875,0.025390625,0.033203125,0.0004418945172801614,50157.376844021725,612.3696688858968,4.25144649669528,24832.882320720717,25446.97877433116,24833.7457130832
int4_convrot,txtfusion.refiner_blocks.1.attn.wk.weight,text_fusion.refiner,True,torch.bfloat16,torch.bfloat16,torch.int8,6553600,0.007742462956429712,0.009784244993555336,-4.55613507366337e-06,0.15851844321562272,0.9876689242186912,15.998404029076479,0.0650634765625,0.00634765625,0.0191650390625,0.02581787109375,0.033935546875,0.000446319580078125,50741.00523125776,627.3856313354661,-29.85908681876026,24967.49496560102,25597.026703571493,24968.568018919585
int4_convrot,txtfusion.refiner_blocks.1.attn.wv.weight,text_fusion.refiner,True,torch.bfloat16,torch.bfloat16,torch.int8,6553600,0.008844422564976816,0.01116382460178911,-7.047246764813053e-06,0.15359058927532582,0.9884120773370049,16.272707867210347,0.09039306640625,0.00732421875,0.02178955078125,0.029296875,0.03955078125,0.00047134398482739925,57962.80772183207,816.7815888208642,-46.184836397878826,34623.95912770525,35448.16411800595,34627.670828444985
int4_convrot,txtfusion.refiner_blocks.1.attn.gate.weight,text_fusion.refiner,True,torch.bfloat16,torch.bfloat16,torch.int8,6553600,0.008213348600249209,0.010343260080821913,-6.318296900609254e-07,0.15351726006749866,0.9884230217073456,16.276855787362184,0.06201171875,0.0068359375,0.0205078125,0.02744460105895996,0.03564453125,0.00045013427734375,53827.00138659321,701.1239795066414,-4.140759056783281,29749.5499163872,30457.243439908605,29752.834688395247
int4_convrot,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
int4_convrot,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
int4_convrot,txtfusion.refiner_blocks.1.attn.wo.weight,text_fusion.refiner,True,torch.bfloat16,torch.bfloat16,torch.int8,6553600,0.008564309685306028,0.011315106732344222,3.3925720769545365e-06,0.15722431373838455,0.9878583404601882,16.06960584457003,0.625,0.0071868896484375,0.02103424072265625,0.0283203125,0.04052734375,0.0004542541573755443,56127.05995362159,839.0681582917487,22.23356036352925,33943.59405323311,34764.21766142431,33934.37177817951
int4_convrot,txtfusion.refiner_blocks.1.mlp.gate.weight,text_fusion.refiner,True,torch.bfloat16,torch.bfloat16,torch.int8,17694720,0.007329494336996221,0.00924050506567872,4.891960954064753e-06,0.1528944037759463,0.9885143745265806,16.312168205907195,0.0732421875,0.006103515625,0.01812744140625,0.02410888671875,0.032958984375,0.0004657321551349014,129693.35003473377,1510.897886467536,86.56187933310866,64632.64575847078,66153.316557148,64637.53221457466
int4_convrot,txtfusion.refiner_blocks.1.mlp.up.weight,text_fusion.refiner,True,torch.bfloat16,torch.bfloat16,torch.int8,17694720,0.007054416776244631,0.008890375201108613,1.1110675207985591e-06,0.15249629722599853,0.9885724504143104,16.334814026519584,0.0771484375,0.005859375,0.017578125,0.0234375,0.03125,0.00047624376020394266,124825.9296189514,1398.568925819797,19.66002868162468,60140.25666897228,61544.50741859642,60143.097580872185
int4_convrot,txtfusion.refiner_blocks.1.mlp.down.weight,text_fusion.refiner,True,torch.bfloat16,torch.bfloat16,torch.int8,17694720,0.0071334915678685565,0.009153799218561976,-1.3845223253962626e-06,0.1623674985081517,0.9870737313455327,15.790018003277126,0.31640625,0.0059814453125,0.0175323486328125,0.0233154296875,0.03182339668273926,0.00019695141236297786,126225.13591579511,1482.676688395395,-24.498734881635755,56240.38171678399,57724.38266852021,56241.043848453905
int4_convrot,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
int4_convrot,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
int4_convrot,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
int4_convrot,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
int4_convrot,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
int4_convrot,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
int4_convrot,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
int4_convrot,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
int4_convrot,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
int4_convrot,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
int4_convrot,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