jfarray/Model_distiluse-base-multilingual-cased-v1_5_Epochs
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Model: jfarray/Model_distiluse-base-multilingual-cased-v1_5_Epochs
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2026-05-13 18:21:00 +08:00
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epoch,steps,cosine_pearson,cosine_spearman,euclidean_pearson,euclidean_spearman,manhattan_pearson,manhattan_spearman,dot_pearson,dot_spearman
0,1,0.3025718391868595,0.4246848658033177,0.30613216767618595,0.3839964954269519,0.291456965945577,0.33695056717927896,0.31795452080383496,0.37382440283286045
0,2,0.2985543805179341,0.35856626394172325,0.30293548803669196,0.4170557963577491,0.28707919786327313,0.3394935903278018,0.31368954415393535,0.3839964954269519
0,3,0.2948806595972096,0.37509591440712187,0.2998300286659284,0.2937191736543904,0.2813653690682321,0.30134824309995895,0.2991882443023452,0.4081552153379191
0,4,0.2708667275158094,0.29244766208012896,0.2829053279837404,0.2733749884662075,0.2607298519245949,0.2593883611493318,0.2132082501534736,0.227600571792796
0,5,0.21546140654265805,0.3064342893970047,0.241910195199202,0.25557382642654747,0.21567566878683217,0.2530308032780246,0.0870004585448148,-0.00762906944556858
0,6,0.1577197102451607,0.14622383104006448,0.1914401246234708,0.2670174305949003,0.15957357404062553,0.2530308032780246,0.009800900073892093,-0.11825057640631301
0,7,0.12028306015014319,0.00890058101983001,0.15016308504547612,0.18055464354512307,0.11409534447698914,0.09409185649534582,-0.02732687094503517,-0.19326975928773737
0,8,0.11808005954862609,-0.03941685880210433,0.13731238345995667,0.06611860186159436,0.10305786265685127,0.03941685880210433,-0.0265460906078526,-0.18182615511938452
0,9,0.12573513986085647,-0.0673901134358558,0.13527652796951495,0.0025430231485228604,0.1045820315956538,-0.024158719910967172,-0.019203002729997726,-0.17038255095103164
0,10,0.13018012427988795,-0.1296941805746659,0.13130762303748242,-0.05340348611898007,0.10402412108449877,-0.05594650926750292,-0.01323731838003491,-0.15639592363415591
0,11,0.12024506547176056,-0.17928313197086163,0.11124254295864748,-0.13223720372318873,0.08685951782303225,-0.12079359955483586,-0.02026566030156981,-0.12333662270335873
0,-1,0.12024506547176056,-0.17928313197086163,0.11124254295864748,-0.13223720372318873,0.08685951782303225,-0.12079359955483586,-0.02026566030156981,-0.12333662270335873
1,1,0.11929186960179988,-0.24158719910967172,0.10138293991990371,-0.1678395278025088,0.0809798059904554,-0.20598487503035168,-0.019897855203361427,-0.14495231946580303
1,2,0.12551841231479352,-0.24285871068393314,0.10159371277711308,-0.24794475698097887,0.08513668970478985,-0.18691220141643022,-0.010348278213374116,-0.14495231946580303
1,3,0.1288130793485645,-0.2949906852286518,0.10205777047162358,-0.28863312735734464,0.08660927751385662,-0.28481859263456033,-0.001018403157467378,-0.12206511112909728
1,4,0.12225948784104368,-0.3089773125455275,0.09553138526480213,-0.31660638199109614,0.08189408813787952,-0.2911761505058675,0.001154655519706801,-0.12206511112909728
1,5,0.10619725315856415,-0.32677847458518755,0.0810343465183453,-0.31279184726831183,0.06993162957477353,-0.2873616157830832,-0.006606949983556067,-0.1436808078915416
1,6,0.09882766699625256,-0.34076510190206327,0.0780378419150875,-0.31660638199109614,0.06889732512474629,-0.26447440744637746,-0.00507742739854619,-0.16529650465398593
1,7,0.10781613782687703,-0.31787789356535756,0.09193238656596735,-0.2873616157830832,0.0843169320911732,-0.2568453380008089,0.009167048825363134,-0.22124301392148887
1,8,0.12512119602005806,-0.28863312735734464,0.11347309100788547,-0.2873616157830832,0.1071272662203599,-0.24540173383245603,0.03338351744814319,-0.20725638660461312
1,9,0.16188577073590543,-0.24540173383245603,0.15340408838123118,-0.20344185188182884,0.1482237137558179,-0.20598487503035168,0.07798341459756108,-0.20725638660461312
1,10,0.23818381190269816,-0.14876685418858734,0.22505293582023744,-0.12460813427762014,0.2195211811496611,-0.12079359955483586,0.171642095248389,-0.15766743520841733
1,11,0.3320567027054103,-0.022887208336705742,0.30234093256568845,-0.011443604168352871,0.29791010712042704,0.022887208336705742,0.3153215258863345,0.0890058101983001
1,-1,0.3320567027054103,-0.022887208336705742,0.30234093256568845,-0.011443604168352871,0.29791010712042704,0.022887208336705742,0.3153215258863345,0.0890058101983001
2,1,0.39911700727080496,0.10426394908943727,0.3542693300215132,0.0928203449210844,0.3514602948285451,0.13732325002023446,0.4368591070741805,0.2199715023472274
2,2,0.4448017186563348,0.20852789817887454,0.3888936889792038,0.21615696762444314,0.38861482530454317,0.1983558055847831,0.5282831690398538,0.3356790556050176
2,3,0.46777391406112984,0.2975337083771747,0.4086411719684652,0.2581168495750703,0.41263431844611964,0.2492162685552403,0.5712584169223932,0.47554532877377487
2,4,0.47453236865665593,0.3331360324564947,0.41911719328726693,0.3331360324564947,0.42853120666316974,0.32296393986240324,0.5704594905987236,0.5200482338729249
2,5,0.46885588254477456,0.40052614589235047,0.42148875525140056,0.3496656829218933,0.4353310130308779,0.32550696301092613,0.5450033194294011,0.6065110209227021
2,6,0.4608119676186498,0.40179765746661195,0.42083990693999446,0.36365231023876904,0.4376363657945836,0.32550696301092613,0.5221534037042279,0.5810807894374735
2,7,0.448998626112117,0.46791625932820624,0.41725316335595697,0.4246848658033177,0.4364978353669731,0.36110928709024614,0.4946859714340146,0.5861668357345192
2,8,0.4387133684656251,0.47300230562525203,0.41283892644243225,0.41196975006070335,0.4334050139940764,0.41069823848644194,0.47540830314009397,0.5365778843383234
2,9,0.43101205937169806,0.4793598634965592,0.41087531869517846,0.44248602784297775,0.4321957958312434,0.41451277320922625,0.4589377942170413,0.5480214885066763
2,10,0.42541616703261526,0.4793598634965592,0.407895457774992,0.44248602784297775,0.43007870114058033,0.41451277320922625,0.45047617862147077,0.5480214885066763
2,11,0.4207022342142904,0.4933464908134349,0.4052393011545259,0.42214184265479476,0.4278683437606058,0.41451277320922625,0.44372405663630066,0.5480214885066763
2,-1,0.4207022342142904,0.4933464908134349,0.4052393011545259,0.42214184265479476,0.4278683437606058,0.41451277320922625,0.44372405663630066,0.5480214885066763
3,1,0.42291163646155355,0.5187767222986636,0.4057467067437654,0.44248602784297775,0.4292542925682343,0.41451277320922625,0.4493759059128363,0.5480214885066763
3,2,0.4253356221141848,0.5187767222986636,0.4069114752512048,0.3928970764467819,0.43080272160411814,0.41451277320922625,0.45428086985611194,0.5480214885066763
3,3,0.4284129606765113,0.5327633496155393,0.40879267990241036,0.3928970764467819,0.4328135231371981,0.41451277320922625,0.4594024099200183,0.564551138972075
3,4,0.43681171175405475,0.5442069537838921,0.4139501131736865,0.39035405329825906,0.43732358637838226,0.4259563773775791,0.47238104711452,0.5976104399028722
3,5,0.4448822128740915,0.5225912570214478,0.41850970918514935,0.36873835653581477,0.44135810892328003,0.4043406806151348,0.48649620493378576,0.5925243936058264
3,6,0.4516506873567684,0.5149621875758792,0.4226490957104752,0.3801819607041676,0.44516228286723797,0.4043406806151348,0.4970585747725655,0.5925243936058264
3,7,0.4573688079942609,0.4933464908134349,0.4256209794337457,0.3941685880210433,0.4478277111654164,0.37382440283286045,0.5083279504136763,0.6090540440712251
3,8,0.4581300365493108,0.49080346766491206,0.4250534262017661,0.4043406806151348,0.4467396916714765,0.32042091671388034,0.5135537844768128,0.5594650926750293
3,9,0.459120685242654,0.4691877709024677,0.42583859519913747,0.4157842847834876,0.44669603133315516,0.3712813796843376,0.513935662620459,0.5594650926750293
3,10,0.4588580855644411,0.4691877709024677,0.42560090912412346,0.4157842847834876,0.44599049380451955,0.34839417134763184,0.5135032154683755,0.5594650926750293
3,11,0.46179856848043505,0.455201143585592,0.42824459087967753,0.3941685880210433,0.44833461625120435,0.34839417134763184,0.5171129028150943,0.5454784653581536
3,-1,0.46179856848043505,0.455201143585592,0.42824459087967753,0.3941685880210433,0.44833461625120435,0.34839417134763184,0.5171129028150943,0.5454784653581536
4,1,0.4636931847398887,0.4412145162687163,0.4302617578325815,0.4195988195062719,0.45002105959574246,0.34076510190206327,0.5185739184618975,0.5861668357345192
4,2,0.4643119909191134,0.4412145162687163,0.431214320334426,0.4195988195062719,0.4505834994855208,0.34076510190206327,0.5181779829048649,0.564551138972075
4,3,0.4640480944676634,0.4412145162687163,0.4314383558666997,0.4399430046944548,0.45065239533858603,0.34076510190206327,0.5163553232231457,0.5429354422096307
4,4,0.46425579749548007,0.4412145162687163,0.432069452744855,0.4399430046944548,0.45106272717230633,0.34076510190206327,0.5147551231666027,0.5429354422096307
4,5,0.46427291871119764,0.42722788895184055,0.4325232961519265,0.4399430046944548,0.45132542150795657,0.3801819607041676,0.5131631905913656,0.5149621875758792
4,6,0.46466614679574614,0.4412145162687163,0.4332551599740904,0.4539296320113305,0.4519220748232407,0.3801819607041676,0.5123181701586522,0.5365778843383234
4,7,0.4660194294850445,0.4412145162687163,0.43463814080907104,0.4539296320113305,0.453047125203664,0.3801819607041676,0.5124985959781172,0.5581935811007678
4,8,0.4669391371107265,0.4412145162687163,0.43563146156834986,0.4539296320113305,0.45393471742146607,0.3801819607041676,0.5128458698810344,0.5581935811007678
4,9,0.4674894222170324,0.4412145162687163,0.4362151158297517,0.4539296320113305,0.45443083009955854,0.4056121921893962,0.5127869926962785,0.5581935811007678
4,10,0.4677770953053779,0.4412145162687163,0.43652127729258067,0.4539296320113305,0.45464826873276115,0.4056121921893962,0.5124113246662438,0.5365778843383234
4,11,0.467723431462303,0.4539296320113305,0.43652900031897535,0.4539296320113305,0.4546115758094012,0.4056121921893962,0.5119006278283414,0.5365778843383234
4,-1,0.467723431462303,0.4539296320113305,0.43652900031897535,0.4539296320113305,0.4546115758094012,0.4056121921893962,0.5119006278283414,0.5365778843383234
1 epoch steps cosine_pearson cosine_spearman euclidean_pearson euclidean_spearman manhattan_pearson manhattan_spearman dot_pearson dot_spearman
2 0 1 0.3025718391868595 0.4246848658033177 0.30613216767618595 0.3839964954269519 0.291456965945577 0.33695056717927896 0.31795452080383496 0.37382440283286045
3 0 2 0.2985543805179341 0.35856626394172325 0.30293548803669196 0.4170557963577491 0.28707919786327313 0.3394935903278018 0.31368954415393535 0.3839964954269519
4 0 3 0.2948806595972096 0.37509591440712187 0.2998300286659284 0.2937191736543904 0.2813653690682321 0.30134824309995895 0.2991882443023452 0.4081552153379191
5 0 4 0.2708667275158094 0.29244766208012896 0.2829053279837404 0.2733749884662075 0.2607298519245949 0.2593883611493318 0.2132082501534736 0.227600571792796
6 0 5 0.21546140654265805 0.3064342893970047 0.241910195199202 0.25557382642654747 0.21567566878683217 0.2530308032780246 0.0870004585448148 -0.00762906944556858
7 0 6 0.1577197102451607 0.14622383104006448 0.1914401246234708 0.2670174305949003 0.15957357404062553 0.2530308032780246 0.009800900073892093 -0.11825057640631301
8 0 7 0.12028306015014319 0.00890058101983001 0.15016308504547612 0.18055464354512307 0.11409534447698914 0.09409185649534582 -0.02732687094503517 -0.19326975928773737
9 0 8 0.11808005954862609 -0.03941685880210433 0.13731238345995667 0.06611860186159436 0.10305786265685127 0.03941685880210433 -0.0265460906078526 -0.18182615511938452
10 0 9 0.12573513986085647 -0.0673901134358558 0.13527652796951495 0.0025430231485228604 0.1045820315956538 -0.024158719910967172 -0.019203002729997726 -0.17038255095103164
11 0 10 0.13018012427988795 -0.1296941805746659 0.13130762303748242 -0.05340348611898007 0.10402412108449877 -0.05594650926750292 -0.01323731838003491 -0.15639592363415591
12 0 11 0.12024506547176056 -0.17928313197086163 0.11124254295864748 -0.13223720372318873 0.08685951782303225 -0.12079359955483586 -0.02026566030156981 -0.12333662270335873
13 0 -1 0.12024506547176056 -0.17928313197086163 0.11124254295864748 -0.13223720372318873 0.08685951782303225 -0.12079359955483586 -0.02026566030156981 -0.12333662270335873
14 1 1 0.11929186960179988 -0.24158719910967172 0.10138293991990371 -0.1678395278025088 0.0809798059904554 -0.20598487503035168 -0.019897855203361427 -0.14495231946580303
15 1 2 0.12551841231479352 -0.24285871068393314 0.10159371277711308 -0.24794475698097887 0.08513668970478985 -0.18691220141643022 -0.010348278213374116 -0.14495231946580303
16 1 3 0.1288130793485645 -0.2949906852286518 0.10205777047162358 -0.28863312735734464 0.08660927751385662 -0.28481859263456033 -0.001018403157467378 -0.12206511112909728
17 1 4 0.12225948784104368 -0.3089773125455275 0.09553138526480213 -0.31660638199109614 0.08189408813787952 -0.2911761505058675 0.001154655519706801 -0.12206511112909728
18 1 5 0.10619725315856415 -0.32677847458518755 0.0810343465183453 -0.31279184726831183 0.06993162957477353 -0.2873616157830832 -0.006606949983556067 -0.1436808078915416
19 1 6 0.09882766699625256 -0.34076510190206327 0.0780378419150875 -0.31660638199109614 0.06889732512474629 -0.26447440744637746 -0.00507742739854619 -0.16529650465398593
20 1 7 0.10781613782687703 -0.31787789356535756 0.09193238656596735 -0.2873616157830832 0.0843169320911732 -0.2568453380008089 0.009167048825363134 -0.22124301392148887
21 1 8 0.12512119602005806 -0.28863312735734464 0.11347309100788547 -0.2873616157830832 0.1071272662203599 -0.24540173383245603 0.03338351744814319 -0.20725638660461312
22 1 9 0.16188577073590543 -0.24540173383245603 0.15340408838123118 -0.20344185188182884 0.1482237137558179 -0.20598487503035168 0.07798341459756108 -0.20725638660461312
23 1 10 0.23818381190269816 -0.14876685418858734 0.22505293582023744 -0.12460813427762014 0.2195211811496611 -0.12079359955483586 0.171642095248389 -0.15766743520841733
24 1 11 0.3320567027054103 -0.022887208336705742 0.30234093256568845 -0.011443604168352871 0.29791010712042704 0.022887208336705742 0.3153215258863345 0.0890058101983001
25 1 -1 0.3320567027054103 -0.022887208336705742 0.30234093256568845 -0.011443604168352871 0.29791010712042704 0.022887208336705742 0.3153215258863345 0.0890058101983001
26 2 1 0.39911700727080496 0.10426394908943727 0.3542693300215132 0.0928203449210844 0.3514602948285451 0.13732325002023446 0.4368591070741805 0.2199715023472274
27 2 2 0.4448017186563348 0.20852789817887454 0.3888936889792038 0.21615696762444314 0.38861482530454317 0.1983558055847831 0.5282831690398538 0.3356790556050176
28 2 3 0.46777391406112984 0.2975337083771747 0.4086411719684652 0.2581168495750703 0.41263431844611964 0.2492162685552403 0.5712584169223932 0.47554532877377487
29 2 4 0.47453236865665593 0.3331360324564947 0.41911719328726693 0.3331360324564947 0.42853120666316974 0.32296393986240324 0.5704594905987236 0.5200482338729249
30 2 5 0.46885588254477456 0.40052614589235047 0.42148875525140056 0.3496656829218933 0.4353310130308779 0.32550696301092613 0.5450033194294011 0.6065110209227021
31 2 6 0.4608119676186498 0.40179765746661195 0.42083990693999446 0.36365231023876904 0.4376363657945836 0.32550696301092613 0.5221534037042279 0.5810807894374735
32 2 7 0.448998626112117 0.46791625932820624 0.41725316335595697 0.4246848658033177 0.4364978353669731 0.36110928709024614 0.4946859714340146 0.5861668357345192
33 2 8 0.4387133684656251 0.47300230562525203 0.41283892644243225 0.41196975006070335 0.4334050139940764 0.41069823848644194 0.47540830314009397 0.5365778843383234
34 2 9 0.43101205937169806 0.4793598634965592 0.41087531869517846 0.44248602784297775 0.4321957958312434 0.41451277320922625 0.4589377942170413 0.5480214885066763
35 2 10 0.42541616703261526 0.4793598634965592 0.407895457774992 0.44248602784297775 0.43007870114058033 0.41451277320922625 0.45047617862147077 0.5480214885066763
36 2 11 0.4207022342142904 0.4933464908134349 0.4052393011545259 0.42214184265479476 0.4278683437606058 0.41451277320922625 0.44372405663630066 0.5480214885066763
37 2 -1 0.4207022342142904 0.4933464908134349 0.4052393011545259 0.42214184265479476 0.4278683437606058 0.41451277320922625 0.44372405663630066 0.5480214885066763
38 3 1 0.42291163646155355 0.5187767222986636 0.4057467067437654 0.44248602784297775 0.4292542925682343 0.41451277320922625 0.4493759059128363 0.5480214885066763
39 3 2 0.4253356221141848 0.5187767222986636 0.4069114752512048 0.3928970764467819 0.43080272160411814 0.41451277320922625 0.45428086985611194 0.5480214885066763
40 3 3 0.4284129606765113 0.5327633496155393 0.40879267990241036 0.3928970764467819 0.4328135231371981 0.41451277320922625 0.4594024099200183 0.564551138972075
41 3 4 0.43681171175405475 0.5442069537838921 0.4139501131736865 0.39035405329825906 0.43732358637838226 0.4259563773775791 0.47238104711452 0.5976104399028722
42 3 5 0.4448822128740915 0.5225912570214478 0.41850970918514935 0.36873835653581477 0.44135810892328003 0.4043406806151348 0.48649620493378576 0.5925243936058264
43 3 6 0.4516506873567684 0.5149621875758792 0.4226490957104752 0.3801819607041676 0.44516228286723797 0.4043406806151348 0.4970585747725655 0.5925243936058264
44 3 7 0.4573688079942609 0.4933464908134349 0.4256209794337457 0.3941685880210433 0.4478277111654164 0.37382440283286045 0.5083279504136763 0.6090540440712251
45 3 8 0.4581300365493108 0.49080346766491206 0.4250534262017661 0.4043406806151348 0.4467396916714765 0.32042091671388034 0.5135537844768128 0.5594650926750293
46 3 9 0.459120685242654 0.4691877709024677 0.42583859519913747 0.4157842847834876 0.44669603133315516 0.3712813796843376 0.513935662620459 0.5594650926750293
47 3 10 0.4588580855644411 0.4691877709024677 0.42560090912412346 0.4157842847834876 0.44599049380451955 0.34839417134763184 0.5135032154683755 0.5594650926750293
48 3 11 0.46179856848043505 0.455201143585592 0.42824459087967753 0.3941685880210433 0.44833461625120435 0.34839417134763184 0.5171129028150943 0.5454784653581536
49 3 -1 0.46179856848043505 0.455201143585592 0.42824459087967753 0.3941685880210433 0.44833461625120435 0.34839417134763184 0.5171129028150943 0.5454784653581536
50 4 1 0.4636931847398887 0.4412145162687163 0.4302617578325815 0.4195988195062719 0.45002105959574246 0.34076510190206327 0.5185739184618975 0.5861668357345192
51 4 2 0.4643119909191134 0.4412145162687163 0.431214320334426 0.4195988195062719 0.4505834994855208 0.34076510190206327 0.5181779829048649 0.564551138972075
52 4 3 0.4640480944676634 0.4412145162687163 0.4314383558666997 0.4399430046944548 0.45065239533858603 0.34076510190206327 0.5163553232231457 0.5429354422096307
53 4 4 0.46425579749548007 0.4412145162687163 0.432069452744855 0.4399430046944548 0.45106272717230633 0.34076510190206327 0.5147551231666027 0.5429354422096307
54 4 5 0.46427291871119764 0.42722788895184055 0.4325232961519265 0.4399430046944548 0.45132542150795657 0.3801819607041676 0.5131631905913656 0.5149621875758792
55 4 6 0.46466614679574614 0.4412145162687163 0.4332551599740904 0.4539296320113305 0.4519220748232407 0.3801819607041676 0.5123181701586522 0.5365778843383234
56 4 7 0.4660194294850445 0.4412145162687163 0.43463814080907104 0.4539296320113305 0.453047125203664 0.3801819607041676 0.5124985959781172 0.5581935811007678
57 4 8 0.4669391371107265 0.4412145162687163 0.43563146156834986 0.4539296320113305 0.45393471742146607 0.3801819607041676 0.5128458698810344 0.5581935811007678
58 4 9 0.4674894222170324 0.4412145162687163 0.4362151158297517 0.4539296320113305 0.45443083009955854 0.4056121921893962 0.5127869926962785 0.5581935811007678
59 4 10 0.4677770953053779 0.4412145162687163 0.43652127729258067 0.4539296320113305 0.45464826873276115 0.4056121921893962 0.5124113246662438 0.5365778843383234
60 4 11 0.467723431462303 0.4539296320113305 0.43652900031897535 0.4539296320113305 0.4546115758094012 0.4056121921893962 0.5119006278283414 0.5365778843383234
61 4 -1 0.467723431462303 0.4539296320113305 0.43652900031897535 0.4539296320113305 0.4546115758094012 0.4056121921893962 0.5119006278283414 0.5365778843383234