Muennighoff/SBERT-base-nli-v2
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初始化项目，由ModelHub XC社区提供模型

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Model: Muennighoff/SBERT-base-nli-v2
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ModelHub XC
2026-05-13 15:05:38 +08:00
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eval/similarity_evaluation_sts-dev_results.csv Normal file
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epoch,steps,cosine_pearson,cosine_spearman,euclidean_pearson,euclidean_spearman,manhattan_pearson,manhattan_spearman,dot_pearson,dot_spearman
0,880,0.8402229328824593,0.8479467809066611,0.8377041384307301,0.8386509773385028,0.8378590570672684,0.8387485930642314,0.7936930445866539,0.7883115493602922
0,1760,0.8428672519635304,0.8515722638356917,0.835594254785157,0.838648438190843,0.8355923366615887,0.8386451766227558,0.7996520160554057,0.7965590603900657
0,2640,0.8382482909241696,0.8455151084100325,0.8309445337370904,0.8343986078558546,0.8312975926771572,0.8349184142644006,0.7956012409926939,0.7907794556809262
0,3520,0.8385906990432744,0.8446911950300531,0.8285807356962958,0.8315702340178425,0.8288299273100047,0.8316724049068571,0.8004503869606524,0.7964016688223735
0,4400,0.8421381036184302,0.847939130409553,0.829537733253374,0.8340129438886361,0.8296438233766957,0.8338376074687022,0.8054344844722731,0.801972300780605
0,5280,0.8385769364841424,0.8442582018486776,0.8250872762548562,0.828924307661778,0.8252835182550359,0.8289756539354802,0.8088539669381685,0.805066411456809
0,6160,0.8424114299161032,0.8481587721561612,0.8306096010920552,0.8338888299239802,0.8309714049583965,0.8341896290639493,0.8159088913031215,0.8124107723971171
0,7040,0.8426682543330776,0.8481541493771704,0.8297680812398768,0.8342678515378603,0.8299587836731918,0.8343830473468955,0.810857517375999,0.8070888310019685
0,7920,0.8447951714867032,0.8502920334148244,0.8308108735914013,0.8349054907679374,0.8310803552367414,0.8351996938179452,0.8159572343328244,0.8121456707906802
0,8800,0.8441476713808787,0.8496473924005559,0.8296510703171643,0.833935377998808,0.8299051522472691,0.8340472446240512,0.8171294745055375,0.8131505611638811
0,-1,0.8441510107784661,0.849658700237541,0.8296538245100681,0.833924778347365,0.8299078097152924,0.8340555328859988,0.8171338278988209,0.8131456536871847
1 epoch steps cosine_pearson cosine_spearman euclidean_pearson euclidean_spearman manhattan_pearson manhattan_spearman dot_pearson dot_spearman
2 0 880 0.8402229328824593 0.8479467809066611 0.8377041384307301 0.8386509773385028 0.8378590570672684 0.8387485930642314 0.7936930445866539 0.7883115493602922
3 0 1760 0.8428672519635304 0.8515722638356917 0.835594254785157 0.838648438190843 0.8355923366615887 0.8386451766227558 0.7996520160554057 0.7965590603900657
4 0 2640 0.8382482909241696 0.8455151084100325 0.8309445337370904 0.8343986078558546 0.8312975926771572 0.8349184142644006 0.7956012409926939 0.7907794556809262
5 0 3520 0.8385906990432744 0.8446911950300531 0.8285807356962958 0.8315702340178425 0.8288299273100047 0.8316724049068571 0.8004503869606524 0.7964016688223735
6 0 4400 0.8421381036184302 0.847939130409553 0.829537733253374 0.8340129438886361 0.8296438233766957 0.8338376074687022 0.8054344844722731 0.801972300780605
7 0 5280 0.8385769364841424 0.8442582018486776 0.8250872762548562 0.828924307661778 0.8252835182550359 0.8289756539354802 0.8088539669381685 0.805066411456809
8 0 6160 0.8424114299161032 0.8481587721561612 0.8306096010920552 0.8338888299239802 0.8309714049583965 0.8341896290639493 0.8159088913031215 0.8124107723971171
9 0 7040 0.8426682543330776 0.8481541493771704 0.8297680812398768 0.8342678515378603 0.8299587836731918 0.8343830473468955 0.810857517375999 0.8070888310019685
10 0 7920 0.8447951714867032 0.8502920334148244 0.8308108735914013 0.8349054907679374 0.8310803552367414 0.8351996938179452 0.8159572343328244 0.8121456707906802
11 0 8800 0.8441476713808787 0.8496473924005559 0.8296510703171643 0.833935377998808 0.8299051522472691 0.8340472446240512 0.8171294745055375 0.8131505611638811
12 0 -1 0.8441510107784661 0.849658700237541 0.8296538245100681 0.833924778347365 0.8299078097152924 0.8340555328859988 0.8171338278988209 0.8131456536871847