{"index":26,"Rank":1,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/intfloat\/multilingual-e5-large-instruct\">multilingual-e5-large-instruct<\/a>","Model Size (Million Parameters)":560,"Memory Usage (GB, fp32)":2.09,"Embedding Dimensions":1024,"Max Tokens":514,"Average":84.29,"BUCC (de-en)":99.61,"BUCC (fr-en)":99.15,"BUCC (ru-en)":97.87,"BUCC (zh-en)":99.39,"Tatoeba (afr-eng)":95.4,"Tatoeba (amh-eng)":87.14,"Tatoeba (ang-eng)":72.81,"Tatoeba (ara-eng)":91.1,"Tatoeba (arq-eng)":63.07,"Tatoeba (arz-eng)":81.86,"Tatoeba (ast-eng)":89.76,"Tatoeba (awa-eng)":91.99,"Tatoeba (aze-eng)":93.79,"Tatoeba (bel-eng)":95.55,"Tatoeba (ben-eng)":89.13,"Tatoeba (ber-eng)":55.58,"Tatoeba (bos-eng)":95.86,"Tatoeba (bre-eng)":32.94,"Tatoeba (bul-eng)":94.38,"Tatoeba (cat-eng)":94.93,"Tatoeba (cbk-eng)":84.1,"Tatoeba (ceb-eng)":70.78,"Tatoeba (ces-eng)":96.57,"Tatoeba (cha-eng)":51.46,"Tatoeba (cmn-eng)":96.37,"Tatoeba (cor-eng)":11.82,"Tatoeba (csb-eng)":66.59,"Tatoeba (cym-eng)":89.97,"Tatoeba (dan-eng)":95.3,"Tatoeba (deu-eng)":99.33,"Tatoeba (dsb-eng)":72.0,"Tatoeba (dtp-eng)":14.51,"Tatoeba (ell-eng)":95.12,"Tatoeba (epo-eng)":98.48,"Tatoeba (est-eng)":88.03,"Tatoeba (eus-eng)":84.72,"Tatoeba (fao-eng)":86.77,"Tatoeba (fin-eng)":96.92,"Tatoeba (fra-eng)":95.02,"Tatoeba (fry-eng)":82.47,"Tatoeba (gla-eng)":78.33,"Tatoeba (gle-eng)":84.99,"Tatoeba (glg-eng)":96.22,"Tatoeba (gsw-eng)":61.9,"Tatoeba (heb-eng)":91.46,"Tatoeba (hin-eng)":97.6,"Tatoeba (hrv-eng)":96.75,"Tatoeba (hsb-eng)":79.45,"Tatoeba (hun-eng)":94.33,"Tatoeba (hye-eng)":93.52,"Tatoeba (ido-eng)":91.92,"Tatoeba (ile-eng)":89.78,"Tatoeba (ina-eng)":96.27,"Tatoeba (ind-eng)":94.42,"Tatoeba (isl-eng)":95.0,"Tatoeba (ita-eng)":94.67,"Tatoeba (jav-eng)":85.28,"Tatoeba (jpn-eng)":96.12,"Tatoeba (kab-eng)":57.85,"Tatoeba (kat-eng)":92.47,"Tatoeba (kaz-eng)":87.72,"Tatoeba (khm-eng)":73.27,"Tatoeba (kor-eng)":91.97,"Tatoeba (kur-eng)":77.33,"Tatoeba (kzj-eng)":14.98,"Tatoeba (lat-eng)":74.51,"Tatoeba (lfn-eng)":80.68,"Tatoeba (lit-eng)":92.01,"Tatoeba (lvs-eng)":92.81,"Tatoeba (mal-eng)":98.93,"Tatoeba (mar-eng)":92.58,"Tatoeba (max-eng)":73.44,"Tatoeba (mhr-eng)":16.92,"Tatoeba (mkd-eng)":92.49,"Tatoeba (mon-eng)":95.49,"Tatoeba (nds-eng)":86.32,"Tatoeba (nld-eng)":97.2,"Tatoeba (nno-eng)":94.26,"Tatoeba (nob-eng)":98.2,"Tatoeba (nov-eng)":83.0,"Tatoeba (oci-eng)":71.91,"Tatoeba (orv-eng)":58.29,"Tatoeba (pam-eng)":19.63,"Tatoeba (pes-eng)":94.57,"Tatoeba (pms-eng)":77.98,"Tatoeba (pol-eng)":97.27,"Tatoeba (por-eng)":94.91,"Tatoeba (ron-eng)":97.18,"Tatoeba (rus-eng)":93.57,"Tatoeba (slk-eng)":95.13,"Tatoeba (slv-eng)":91.91,"Tatoeba (spa-eng)":98.6,"Tatoeba (sqi-eng)":96.75,"Tatoeba (srp-eng)":94.53,"Tatoeba (swe-eng)":95.72,"Tatoeba (swg-eng)":77.68,"Tatoeba (swh-eng)":80.91,"Tatoeba (tam-eng)":90.65,"Tatoeba (tat-eng)":84.61,"Tatoeba (tel-eng)":96.08,"Tatoeba (tgl-eng)":95.85,"Tatoeba (tha-eng)":96.72,"Tatoeba (tuk-eng)":49.64,"Tatoeba (tur-eng)":98.27,"Tatoeba (tzl-eng)":61.09,"Tatoeba (uig-eng)":86.82,"Tatoeba (ukr-eng)":94.78,"Tatoeba (urd-eng)":93.41,"Tatoeba (uzb-eng)":80.55,"Tatoeba (vie-eng)":97.1,"Tatoeba (war-eng)":74.4,"Tatoeba (wuu-eng)":92.34,"Tatoeba (xho-eng)":88.26,"Tatoeba (yid-eng)":90.38,"Tatoeba (yue-eng)":93.47,"Tatoeba (zsm-eng)":96.48}
{"index":22,"Rank":2,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/facebook\/SONAR\">SONAR<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Embedding Dimensions":"","Max Tokens":"","Average":82.67,"BUCC (de-en)":98.82,"BUCC (fr-en)":98.09,"BUCC (ru-en)":97.37,"BUCC (zh-en)":98.72,"Tatoeba (afr-eng)":97.47,"Tatoeba (amh-eng)":91.67,"Tatoeba (ang-eng)":46.34,"Tatoeba (ara-eng)":93.83,"Tatoeba (arq-eng)":75.41,"Tatoeba (arz-eng)":86.76,"Tatoeba (ast-eng)":90.81,"Tatoeba (awa-eng)":87.86,"Tatoeba (aze-eng)":89.12,"Tatoeba (bel-eng)":95.68,"Tatoeba (ben-eng)":89.02,"Tatoeba (ber-eng)":29.29,"Tatoeba (bos-eng)":95.9,"Tatoeba (bre-eng)":8.48,"Tatoeba (bul-eng)":94.52,"Tatoeba (cat-eng)":96.65,"Tatoeba (cbk-eng)":80.47,"Tatoeba (ceb-eng)":74.67,"Tatoeba (ces-eng)":96.88,"Tatoeba (cha-eng)":25.11,"Tatoeba (cmn-eng)":93.8,"Tatoeba (cor-eng)":9.98,"Tatoeba (csb-eng)":77.98,"Tatoeba (cym-eng)":91.3,"Tatoeba (dan-eng)":97.09,"Tatoeba (deu-eng)":99.13,"Tatoeba (dsb-eng)":64.48,"Tatoeba (dtp-eng)":7.95,"Tatoeba (ell-eng)":95.47,"Tatoeba (epo-eng)":98.47,"Tatoeba (est-eng)":97.17,"Tatoeba (eus-eng)":95.38,"Tatoeba (fao-eng)":93.6,"Tatoeba (fin-eng)":97.83,"Tatoeba (fra-eng)":95.37,"Tatoeba (fry-eng)":59.45,"Tatoeba (gla-eng)":80.89,"Tatoeba (gle-eng)":91.63,"Tatoeba (glg-eng)":97.28,"Tatoeba (gsw-eng)":54.83,"Tatoeba (heb-eng)":92.34,"Tatoeba (hin-eng)":97.07,"Tatoeba (hrv-eng)":97.65,"Tatoeba (hsb-eng)":77.87,"Tatoeba (hun-eng)":96.93,"Tatoeba (hye-eng)":95.15,"Tatoeba (ido-eng)":93.67,"Tatoeba (ile-eng)":81.0,"Tatoeba (ina-eng)":88.66,"Tatoeba (ind-eng)":94.5,"Tatoeba (isl-eng)":96.47,"Tatoeba (ita-eng)":95.95,"Tatoeba (jav-eng)":85.76,"Tatoeba (jpn-eng)":94.67,"Tatoeba (kab-eng)":83.66,"Tatoeba (kat-eng)":93.69,"Tatoeba (kaz-eng)":88.12,"Tatoeba (khm-eng)":70.2,"Tatoeba (kor-eng)":89.99,"Tatoeba (kur-eng)":34.22,"Tatoeba (kzj-eng)":8.62,"Tatoeba (lat-eng)":36.64,"Tatoeba (lfn-eng)":65.54,"Tatoeba (lit-eng)":97.43,"Tatoeba (lvs-eng)":95.45,"Tatoeba (mal-eng)":97.67,"Tatoeba (mar-eng)":93.35,"Tatoeba (max-eng)":72.73,"Tatoeba (mhr-eng)":11.87,"Tatoeba (mkd-eng)":95.98,"Tatoeba (mon-eng)":91.59,"Tatoeba (nds-eng)":54.18,"Tatoeba (nld-eng)":97.2,"Tatoeba (nno-eng)":97.31,"Tatoeba (nob-eng)":99.07,"Tatoeba (nov-eng)":71.25,"Tatoeba (oci-eng)":84.57,"Tatoeba (orv-eng)":47.07,"Tatoeba (pam-eng)":10.3,"Tatoeba (pes-eng)":94.37,"Tatoeba (pms-eng)":66.63,"Tatoeba (pol-eng)":97.7,"Tatoeba (por-eng)":95.49,"Tatoeba (ron-eng)":97.6,"Tatoeba (rus-eng)":94.35,"Tatoeba (slk-eng)":97.63,"Tatoeba (slv-eng)":95.99,"Tatoeba (spa-eng)":98.53,"Tatoeba (sqi-eng)":98.55,"Tatoeba (srp-eng)":94.87,"Tatoeba (swe-eng)":97.03,"Tatoeba (swg-eng)":67.69,"Tatoeba (swh-eng)":91.98,"Tatoeba (tam-eng)":88.08,"Tatoeba (tat-eng)":87.05,"Tatoeba (tel-eng)":91.6,"Tatoeba (tgl-eng)":96.95,"Tatoeba (tha-eng)":96.05,"Tatoeba (tuk-eng)":91.82,"Tatoeba (tur-eng)":98.27,"Tatoeba (tzl-eng)":39.48,"Tatoeba (uig-eng)":90.07,"Tatoeba (ukr-eng)":94.3,"Tatoeba (urd-eng)":93.17,"Tatoeba (uzb-eng)":85.26,"Tatoeba (vie-eng)":97.17,"Tatoeba (war-eng)":82.83,"Tatoeba (wuu-eng)":81.79,"Tatoeba (xho-eng)":94.84,"Tatoeba (yid-eng)":94.3,"Tatoeba (yue-eng)":88.44,"Tatoeba (zsm-eng)":96.07}
{"index":8,"Rank":3,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/KeyurRamoliya\/multilingual-e5-large-GGUF\">multilingual-e5-large-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Embedding Dimensions":"","Max Tokens":"","Average":76.52,"BUCC (de-en)":99.38,"BUCC (fr-en)":98.11,"BUCC (ru-en)":97.52,"BUCC (zh-en)":99.2,"Tatoeba (afr-eng)":90.26,"Tatoeba (amh-eng)":80.69,"Tatoeba (ang-eng)":40.18,"Tatoeba (ara-eng)":85.47,"Tatoeba (arq-eng)":41.56,"Tatoeba (arz-eng)":74.73,"Tatoeba (ast-eng)":81.76,"Tatoeba (awa-eng)":72.27,"Tatoeba (aze-eng)":87.61,"Tatoeba (bel-eng)":91.2,"Tatoeba (ben-eng)":83.02,"Tatoeba (ber-eng)":38.89,"Tatoeba (bos-eng)":92.86,"Tatoeba (bre-eng)":11.1,"Tatoeba (bul-eng)":92.93,"Tatoeba (cat-eng)":91.03,"Tatoeba (cbk-eng)":69.15,"Tatoeba (ceb-eng)":55.31,"Tatoeba (ces-eng)":94.89,"Tatoeba (cha-eng)":27.21,"Tatoeba (cmn-eng)":95.28,"Tatoeba (cor-eng)":6.28,"Tatoeba (csb-eng)":36.98,"Tatoeba (cym-eng)":76.21,"Tatoeba (dan-eng)":95.08,"Tatoeba (deu-eng)":99.07,"Tatoeba (dsb-eng)":48.44,"Tatoeba (dtp-eng)":7.0,"Tatoeba (ell-eng)":93.88,"Tatoeba (epo-eng)":96.01,"Tatoeba (est-eng)":85.03,"Tatoeba (eus-eng)":77.82,"Tatoeba (fao-eng)":72.62,"Tatoeba (fin-eng)":95.44,"Tatoeba (fra-eng)":93.42,"Tatoeba (fry-eng)":63.43,"Tatoeba (gla-eng)":59.01,"Tatoeba (gle-eng)":71.48,"Tatoeba (glg-eng)":93.34,"Tatoeba (gsw-eng)":51.65,"Tatoeba (heb-eng)":86.52,"Tatoeba (hin-eng)":94.48,"Tatoeba (hrv-eng)":96.15,"Tatoeba (hsb-eng)":58.7,"Tatoeba (hun-eng)":94.01,"Tatoeba (hye-eng)":90.92,"Tatoeba (ido-eng)":83.63,"Tatoeba (ile-eng)":79.15,"Tatoeba (ina-eng)":93.61,"Tatoeba (ind-eng)":92.9,"Tatoeba (isl-eng)":91.96,"Tatoeba (ita-eng)":93.29,"Tatoeba (jav-eng)":75.46,"Tatoeba (jpn-eng)":95.28,"Tatoeba (kab-eng)":36.54,"Tatoeba (kat-eng)":84.09,"Tatoeba (kaz-eng)":79.44,"Tatoeba (khm-eng)":60.02,"Tatoeba (kor-eng)":90.65,"Tatoeba (kur-eng)":66.83,"Tatoeba (kzj-eng)":7.91,"Tatoeba (lat-eng)":53.3,"Tatoeba (lfn-eng)":63.02,"Tatoeba (lit-eng)":88.48,"Tatoeba (lvs-eng)":89.83,"Tatoeba (mal-eng)":97.7,"Tatoeba (mar-eng)":88.58,"Tatoeba (max-eng)":63.42,"Tatoeba (mhr-eng)":6.79,"Tatoeba (mkd-eng)":85.5,"Tatoeba (mon-eng)":87.53,"Tatoeba (nds-eng)":69.52,"Tatoeba (nld-eng)":96.63,"Tatoeba (nno-eng)":91.4,"Tatoeba (nob-eng)":97.2,"Tatoeba (nov-eng)":71.56,"Tatoeba (oci-eng)":54.91,"Tatoeba (orv-eng)":39.8,"Tatoeba (pam-eng)":9.28,"Tatoeba (pes-eng)":92.14,"Tatoeba (pms-eng)":59.87,"Tatoeba (pol-eng)":96.6,"Tatoeba (por-eng)":93.63,"Tatoeba (ron-eng)":94.87,"Tatoeba (rus-eng)":92.32,"Tatoeba (slk-eng)":93.13,"Tatoeba (slv-eng)":89.65,"Tatoeba (spa-eng)":97.1,"Tatoeba (sqi-eng)":94.7,"Tatoeba (srp-eng)":93.1,"Tatoeba (swe-eng)":95.3,"Tatoeba (swg-eng)":56.83,"Tatoeba (swh-eng)":71.61,"Tatoeba (tam-eng)":88.23,"Tatoeba (tat-eng)":73.65,"Tatoeba (tel-eng)":91.34,"Tatoeba (tgl-eng)":92.0,"Tatoeba (tha-eng)":95.38,"Tatoeba (tuk-eng)":33.15,"Tatoeba (tur-eng)":96.27,"Tatoeba (tzl-eng)":53.16,"Tatoeba (uig-eng)":72.08,"Tatoeba (ukr-eng)":93.32,"Tatoeba (urd-eng)":89.21,"Tatoeba (uzb-eng)":72.35,"Tatoeba (vie-eng)":97.0,"Tatoeba (war-eng)":62.26,"Tatoeba (wuu-eng)":86.23,"Tatoeba (xho-eng)":80.87,"Tatoeba (yid-eng)":76.33,"Tatoeba (yue-eng)":88.71,"Tatoeba (zsm-eng)":94.53}
{"index":42,"Rank":4,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/soichisumi\/multilingual-e5-large-Q8_0-GGUF\">multilingual-e5-large-Q8_0-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Embedding Dimensions":"","Max Tokens":"","Average":76.52,"BUCC (de-en)":99.38,"BUCC (fr-en)":98.11,"BUCC (ru-en)":97.52,"BUCC (zh-en)":99.2,"Tatoeba (afr-eng)":90.26,"Tatoeba (amh-eng)":80.69,"Tatoeba (ang-eng)":40.18,"Tatoeba (ara-eng)":85.47,"Tatoeba (arq-eng)":41.56,"Tatoeba (arz-eng)":74.73,"Tatoeba (ast-eng)":81.76,"Tatoeba (awa-eng)":72.27,"Tatoeba (aze-eng)":87.61,"Tatoeba (bel-eng)":91.2,"Tatoeba (ben-eng)":83.02,"Tatoeba (ber-eng)":38.89,"Tatoeba (bos-eng)":92.86,"Tatoeba (bre-eng)":11.1,"Tatoeba (bul-eng)":92.93,"Tatoeba (cat-eng)":91.03,"Tatoeba (cbk-eng)":69.15,"Tatoeba (ceb-eng)":55.31,"Tatoeba (ces-eng)":94.89,"Tatoeba (cha-eng)":27.21,"Tatoeba (cmn-eng)":95.28,"Tatoeba (cor-eng)":6.28,"Tatoeba (csb-eng)":36.98,"Tatoeba (cym-eng)":76.21,"Tatoeba (dan-eng)":95.08,"Tatoeba (deu-eng)":99.07,"Tatoeba (dsb-eng)":48.44,"Tatoeba (dtp-eng)":7.0,"Tatoeba (ell-eng)":93.88,"Tatoeba (epo-eng)":96.01,"Tatoeba (est-eng)":85.03,"Tatoeba (eus-eng)":77.82,"Tatoeba (fao-eng)":72.62,"Tatoeba (fin-eng)":95.44,"Tatoeba (fra-eng)":93.42,"Tatoeba (fry-eng)":63.43,"Tatoeba (gla-eng)":59.01,"Tatoeba (gle-eng)":71.48,"Tatoeba (glg-eng)":93.34,"Tatoeba (gsw-eng)":51.65,"Tatoeba (heb-eng)":86.52,"Tatoeba (hin-eng)":94.48,"Tatoeba (hrv-eng)":96.15,"Tatoeba (hsb-eng)":58.7,"Tatoeba (hun-eng)":94.01,"Tatoeba (hye-eng)":90.92,"Tatoeba (ido-eng)":83.63,"Tatoeba (ile-eng)":79.15,"Tatoeba (ina-eng)":93.61,"Tatoeba (ind-eng)":92.9,"Tatoeba (isl-eng)":91.96,"Tatoeba (ita-eng)":93.29,"Tatoeba (jav-eng)":75.46,"Tatoeba (jpn-eng)":95.28,"Tatoeba (kab-eng)":36.54,"Tatoeba (kat-eng)":84.09,"Tatoeba (kaz-eng)":79.44,"Tatoeba (khm-eng)":60.02,"Tatoeba (kor-eng)":90.65,"Tatoeba (kur-eng)":66.83,"Tatoeba (kzj-eng)":7.91,"Tatoeba (lat-eng)":53.3,"Tatoeba (lfn-eng)":63.02,"Tatoeba (lit-eng)":88.48,"Tatoeba (lvs-eng)":89.83,"Tatoeba (mal-eng)":97.7,"Tatoeba (mar-eng)":88.58,"Tatoeba (max-eng)":63.42,"Tatoeba (mhr-eng)":6.79,"Tatoeba (mkd-eng)":85.5,"Tatoeba (mon-eng)":87.53,"Tatoeba (nds-eng)":69.52,"Tatoeba (nld-eng)":96.63,"Tatoeba (nno-eng)":91.4,"Tatoeba (nob-eng)":97.2,"Tatoeba (nov-eng)":71.56,"Tatoeba (oci-eng)":54.91,"Tatoeba (orv-eng)":39.8,"Tatoeba (pam-eng)":9.28,"Tatoeba (pes-eng)":92.14,"Tatoeba (pms-eng)":59.87,"Tatoeba (pol-eng)":96.6,"Tatoeba (por-eng)":93.63,"Tatoeba (ron-eng)":94.87,"Tatoeba (rus-eng)":92.32,"Tatoeba (slk-eng)":93.13,"Tatoeba (slv-eng)":89.65,"Tatoeba (spa-eng)":97.1,"Tatoeba (sqi-eng)":94.7,"Tatoeba (srp-eng)":93.1,"Tatoeba (swe-eng)":95.3,"Tatoeba (swg-eng)":56.83,"Tatoeba (swh-eng)":71.61,"Tatoeba (tam-eng)":88.23,"Tatoeba (tat-eng)":73.65,"Tatoeba (tel-eng)":91.34,"Tatoeba (tgl-eng)":92.0,"Tatoeba (tha-eng)":95.38,"Tatoeba (tuk-eng)":33.15,"Tatoeba (tur-eng)":96.27,"Tatoeba (tzl-eng)":53.16,"Tatoeba (uig-eng)":72.08,"Tatoeba (ukr-eng)":93.32,"Tatoeba (urd-eng)":89.21,"Tatoeba (uzb-eng)":72.35,"Tatoeba (vie-eng)":97.0,"Tatoeba (war-eng)":62.26,"Tatoeba (wuu-eng)":86.23,"Tatoeba (xho-eng)":80.87,"Tatoeba (yid-eng)":76.33,"Tatoeba (yue-eng)":88.71,"Tatoeba (zsm-eng)":94.53}
{"index":33,"Rank":5,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/pruizpar\/multilingual-e5-large-Q4_K_M-GGUF\">multilingual-e5-large-Q4_K_M-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Embedding Dimensions":"","Max Tokens":"","Average":76.52,"BUCC (de-en)":99.38,"BUCC (fr-en)":98.11,"BUCC (ru-en)":97.52,"BUCC (zh-en)":99.2,"Tatoeba (afr-eng)":90.26,"Tatoeba (amh-eng)":80.69,"Tatoeba (ang-eng)":40.18,"Tatoeba (ara-eng)":85.47,"Tatoeba (arq-eng)":41.56,"Tatoeba (arz-eng)":74.73,"Tatoeba (ast-eng)":81.76,"Tatoeba (awa-eng)":72.27,"Tatoeba (aze-eng)":87.61,"Tatoeba (bel-eng)":91.2,"Tatoeba (ben-eng)":83.02,"Tatoeba (ber-eng)":38.89,"Tatoeba (bos-eng)":92.86,"Tatoeba (bre-eng)":11.1,"Tatoeba (bul-eng)":92.93,"Tatoeba (cat-eng)":91.03,"Tatoeba (cbk-eng)":69.15,"Tatoeba (ceb-eng)":55.31,"Tatoeba (ces-eng)":94.89,"Tatoeba (cha-eng)":27.21,"Tatoeba (cmn-eng)":95.28,"Tatoeba (cor-eng)":6.28,"Tatoeba (csb-eng)":36.98,"Tatoeba (cym-eng)":76.21,"Tatoeba (dan-eng)":95.08,"Tatoeba (deu-eng)":99.07,"Tatoeba (dsb-eng)":48.44,"Tatoeba (dtp-eng)":7.0,"Tatoeba (ell-eng)":93.88,"Tatoeba (epo-eng)":96.01,"Tatoeba (est-eng)":85.03,"Tatoeba (eus-eng)":77.82,"Tatoeba (fao-eng)":72.62,"Tatoeba (fin-eng)":95.44,"Tatoeba (fra-eng)":93.42,"Tatoeba (fry-eng)":63.43,"Tatoeba (gla-eng)":59.01,"Tatoeba (gle-eng)":71.48,"Tatoeba (glg-eng)":93.34,"Tatoeba (gsw-eng)":51.65,"Tatoeba (heb-eng)":86.52,"Tatoeba (hin-eng)":94.48,"Tatoeba (hrv-eng)":96.15,"Tatoeba (hsb-eng)":58.7,"Tatoeba (hun-eng)":94.01,"Tatoeba (hye-eng)":90.92,"Tatoeba (ido-eng)":83.63,"Tatoeba (ile-eng)":79.15,"Tatoeba (ina-eng)":93.61,"Tatoeba (ind-eng)":92.9,"Tatoeba (isl-eng)":91.96,"Tatoeba (ita-eng)":93.29,"Tatoeba (jav-eng)":75.46,"Tatoeba (jpn-eng)":95.28,"Tatoeba (kab-eng)":36.54,"Tatoeba (kat-eng)":84.09,"Tatoeba (kaz-eng)":79.44,"Tatoeba (khm-eng)":60.02,"Tatoeba (kor-eng)":90.65,"Tatoeba (kur-eng)":66.83,"Tatoeba (kzj-eng)":7.91,"Tatoeba (lat-eng)":53.3,"Tatoeba (lfn-eng)":63.02,"Tatoeba (lit-eng)":88.48,"Tatoeba (lvs-eng)":89.83,"Tatoeba (mal-eng)":97.7,"Tatoeba (mar-eng)":88.58,"Tatoeba (max-eng)":63.42,"Tatoeba (mhr-eng)":6.79,"Tatoeba (mkd-eng)":85.5,"Tatoeba (mon-eng)":87.53,"Tatoeba (nds-eng)":69.52,"Tatoeba (nld-eng)":96.63,"Tatoeba (nno-eng)":91.4,"Tatoeba (nob-eng)":97.2,"Tatoeba (nov-eng)":71.56,"Tatoeba (oci-eng)":54.91,"Tatoeba (orv-eng)":39.8,"Tatoeba (pam-eng)":9.28,"Tatoeba (pes-eng)":92.14,"Tatoeba (pms-eng)":59.87,"Tatoeba (pol-eng)":96.6,"Tatoeba (por-eng)":93.63,"Tatoeba (ron-eng)":94.87,"Tatoeba (rus-eng)":92.32,"Tatoeba (slk-eng)":93.13,"Tatoeba (slv-eng)":89.65,"Tatoeba (spa-eng)":97.1,"Tatoeba (sqi-eng)":94.7,"Tatoeba (srp-eng)":93.1,"Tatoeba (swe-eng)":95.3,"Tatoeba (swg-eng)":56.83,"Tatoeba (swh-eng)":71.61,"Tatoeba (tam-eng)":88.23,"Tatoeba (tat-eng)":73.65,"Tatoeba (tel-eng)":91.34,"Tatoeba (tgl-eng)":92.0,"Tatoeba (tha-eng)":95.38,"Tatoeba (tuk-eng)":33.15,"Tatoeba (tur-eng)":96.27,"Tatoeba (tzl-eng)":53.16,"Tatoeba (uig-eng)":72.08,"Tatoeba (ukr-eng)":93.32,"Tatoeba (urd-eng)":89.21,"Tatoeba (uzb-eng)":72.35,"Tatoeba (vie-eng)":97.0,"Tatoeba (war-eng)":62.26,"Tatoeba (wuu-eng)":86.23,"Tatoeba (xho-eng)":80.87,"Tatoeba (yid-eng)":76.33,"Tatoeba (yue-eng)":88.71,"Tatoeba (zsm-eng)":94.53}
{"index":17,"Rank":6,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/chris-code\/multilingual-e5-large-Q8_0-GGUF\">multilingual-e5-large-Q8_0-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Embedding Dimensions":"","Max Tokens":"","Average":76.52,"BUCC (de-en)":99.38,"BUCC (fr-en)":98.11,"BUCC (ru-en)":97.52,"BUCC (zh-en)":99.2,"Tatoeba (afr-eng)":90.26,"Tatoeba (amh-eng)":80.69,"Tatoeba (ang-eng)":40.18,"Tatoeba (ara-eng)":85.47,"Tatoeba (arq-eng)":41.56,"Tatoeba (arz-eng)":74.73,"Tatoeba (ast-eng)":81.76,"Tatoeba (awa-eng)":72.27,"Tatoeba (aze-eng)":87.61,"Tatoeba (bel-eng)":91.2,"Tatoeba (ben-eng)":83.02,"Tatoeba (ber-eng)":38.89,"Tatoeba (bos-eng)":92.86,"Tatoeba (bre-eng)":11.1,"Tatoeba (bul-eng)":92.93,"Tatoeba (cat-eng)":91.03,"Tatoeba (cbk-eng)":69.15,"Tatoeba (ceb-eng)":55.31,"Tatoeba (ces-eng)":94.89,"Tatoeba (cha-eng)":27.21,"Tatoeba (cmn-eng)":95.28,"Tatoeba (cor-eng)":6.28,"Tatoeba (csb-eng)":36.98,"Tatoeba (cym-eng)":76.21,"Tatoeba (dan-eng)":95.08,"Tatoeba (deu-eng)":99.07,"Tatoeba (dsb-eng)":48.44,"Tatoeba (dtp-eng)":7.0,"Tatoeba (ell-eng)":93.88,"Tatoeba (epo-eng)":96.01,"Tatoeba (est-eng)":85.03,"Tatoeba (eus-eng)":77.82,"Tatoeba (fao-eng)":72.62,"Tatoeba (fin-eng)":95.44,"Tatoeba (fra-eng)":93.42,"Tatoeba (fry-eng)":63.43,"Tatoeba (gla-eng)":59.01,"Tatoeba (gle-eng)":71.48,"Tatoeba (glg-eng)":93.34,"Tatoeba (gsw-eng)":51.65,"Tatoeba (heb-eng)":86.52,"Tatoeba (hin-eng)":94.48,"Tatoeba (hrv-eng)":96.15,"Tatoeba (hsb-eng)":58.7,"Tatoeba (hun-eng)":94.01,"Tatoeba (hye-eng)":90.92,"Tatoeba (ido-eng)":83.63,"Tatoeba (ile-eng)":79.15,"Tatoeba (ina-eng)":93.61,"Tatoeba (ind-eng)":92.9,"Tatoeba (isl-eng)":91.96,"Tatoeba (ita-eng)":93.29,"Tatoeba (jav-eng)":75.46,"Tatoeba (jpn-eng)":95.28,"Tatoeba (kab-eng)":36.54,"Tatoeba (kat-eng)":84.09,"Tatoeba (kaz-eng)":79.44,"Tatoeba (khm-eng)":60.02,"Tatoeba (kor-eng)":90.65,"Tatoeba (kur-eng)":66.83,"Tatoeba (kzj-eng)":7.91,"Tatoeba (lat-eng)":53.3,"Tatoeba (lfn-eng)":63.02,"Tatoeba (lit-eng)":88.48,"Tatoeba (lvs-eng)":89.83,"Tatoeba (mal-eng)":97.7,"Tatoeba (mar-eng)":88.58,"Tatoeba (max-eng)":63.42,"Tatoeba (mhr-eng)":6.79,"Tatoeba (mkd-eng)":85.5,"Tatoeba (mon-eng)":87.53,"Tatoeba (nds-eng)":69.52,"Tatoeba (nld-eng)":96.63,"Tatoeba (nno-eng)":91.4,"Tatoeba (nob-eng)":97.2,"Tatoeba (nov-eng)":71.56,"Tatoeba (oci-eng)":54.91,"Tatoeba (orv-eng)":39.8,"Tatoeba (pam-eng)":9.28,"Tatoeba (pes-eng)":92.14,"Tatoeba (pms-eng)":59.87,"Tatoeba (pol-eng)":96.6,"Tatoeba (por-eng)":93.63,"Tatoeba (ron-eng)":94.87,"Tatoeba (rus-eng)":92.32,"Tatoeba (slk-eng)":93.13,"Tatoeba (slv-eng)":89.65,"Tatoeba (spa-eng)":97.1,"Tatoeba (sqi-eng)":94.7,"Tatoeba (srp-eng)":93.1,"Tatoeba (swe-eng)":95.3,"Tatoeba (swg-eng)":56.83,"Tatoeba (swh-eng)":71.61,"Tatoeba (tam-eng)":88.23,"Tatoeba (tat-eng)":73.65,"Tatoeba (tel-eng)":91.34,"Tatoeba (tgl-eng)":92.0,"Tatoeba (tha-eng)":95.38,"Tatoeba (tuk-eng)":33.15,"Tatoeba (tur-eng)":96.27,"Tatoeba (tzl-eng)":53.16,"Tatoeba (uig-eng)":72.08,"Tatoeba (ukr-eng)":93.32,"Tatoeba (urd-eng)":89.21,"Tatoeba (uzb-eng)":72.35,"Tatoeba (vie-eng)":97.0,"Tatoeba (war-eng)":62.26,"Tatoeba (wuu-eng)":86.23,"Tatoeba (xho-eng)":80.87,"Tatoeba (yid-eng)":76.33,"Tatoeba (yue-eng)":88.71,"Tatoeba (zsm-eng)":94.53}
{"index":25,"Rank":7,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/intfloat\/multilingual-e5-large\">multilingual-e5-large<\/a>","Model Size (Million Parameters)":560,"Memory Usage (GB, fp32)":2.09,"Embedding Dimensions":1024,"Max Tokens":514,"Average":76.52,"BUCC (de-en)":99.38,"BUCC (fr-en)":98.11,"BUCC (ru-en)":97.52,"BUCC (zh-en)":99.2,"Tatoeba (afr-eng)":90.22,"Tatoeba (amh-eng)":80.69,"Tatoeba (ang-eng)":40.18,"Tatoeba (ara-eng)":85.48,"Tatoeba (arq-eng)":41.56,"Tatoeba (arz-eng)":74.73,"Tatoeba (ast-eng)":81.76,"Tatoeba (awa-eng)":72.27,"Tatoeba (aze-eng)":87.61,"Tatoeba (bel-eng)":91.08,"Tatoeba (ben-eng)":83.02,"Tatoeba (ber-eng)":38.9,"Tatoeba (bos-eng)":92.86,"Tatoeba (bre-eng)":11.1,"Tatoeba (bul-eng)":92.93,"Tatoeba (cat-eng)":91.03,"Tatoeba (cbk-eng)":69.26,"Tatoeba (ceb-eng)":55.31,"Tatoeba (ces-eng)":94.89,"Tatoeba (cha-eng)":27.16,"Tatoeba (cmn-eng)":95.28,"Tatoeba (cor-eng)":6.28,"Tatoeba (csb-eng)":36.98,"Tatoeba (cym-eng)":76.21,"Tatoeba (dan-eng)":95.08,"Tatoeba (deu-eng)":99.07,"Tatoeba (dsb-eng)":48.44,"Tatoeba (dtp-eng)":7.03,"Tatoeba (ell-eng)":93.88,"Tatoeba (epo-eng)":96.01,"Tatoeba (est-eng)":85.03,"Tatoeba (eus-eng)":77.82,"Tatoeba (fao-eng)":72.62,"Tatoeba (fin-eng)":95.44,"Tatoeba (fra-eng)":93.42,"Tatoeba (fry-eng)":63.43,"Tatoeba (gla-eng)":59.0,"Tatoeba (gle-eng)":71.48,"Tatoeba (glg-eng)":93.34,"Tatoeba (gsw-eng)":51.65,"Tatoeba (heb-eng)":86.61,"Tatoeba (hin-eng)":94.48,"Tatoeba (hrv-eng)":96.15,"Tatoeba (hsb-eng)":58.9,"Tatoeba (hun-eng)":94.01,"Tatoeba (hye-eng)":90.92,"Tatoeba (ido-eng)":83.52,"Tatoeba (ile-eng)":79.16,"Tatoeba (ina-eng)":93.47,"Tatoeba (ind-eng)":92.9,"Tatoeba (isl-eng)":92.09,"Tatoeba (ita-eng)":93.29,"Tatoeba (jav-eng)":75.46,"Tatoeba (jpn-eng)":95.28,"Tatoeba (kab-eng)":36.54,"Tatoeba (kat-eng)":84.09,"Tatoeba (kaz-eng)":79.67,"Tatoeba (khm-eng)":59.96,"Tatoeba (kor-eng)":90.65,"Tatoeba (kur-eng)":66.83,"Tatoeba (kzj-eng)":7.91,"Tatoeba (lat-eng)":53.37,"Tatoeba (lfn-eng)":62.91,"Tatoeba (lit-eng)":88.48,"Tatoeba (lvs-eng)":90.06,"Tatoeba (mal-eng)":97.7,"Tatoeba (mar-eng)":88.58,"Tatoeba (max-eng)":63.41,"Tatoeba (mhr-eng)":6.79,"Tatoeba (mkd-eng)":85.63,"Tatoeba (mon-eng)":87.53,"Tatoeba (nds-eng)":69.28,"Tatoeba (nld-eng)":96.63,"Tatoeba (nno-eng)":91.4,"Tatoeba (nob-eng)":97.2,"Tatoeba (nov-eng)":71.62,"Tatoeba (oci-eng)":54.91,"Tatoeba (orv-eng)":39.87,"Tatoeba (pam-eng)":9.32,"Tatoeba (pes-eng)":92.14,"Tatoeba (pms-eng)":59.85,"Tatoeba (pol-eng)":96.6,"Tatoeba (por-eng)":93.63,"Tatoeba (ron-eng)":94.87,"Tatoeba (rus-eng)":92.32,"Tatoeba (slk-eng)":93.13,"Tatoeba (slv-eng)":89.57,"Tatoeba (spa-eng)":97.1,"Tatoeba (sqi-eng)":94.7,"Tatoeba (srp-eng)":93.1,"Tatoeba (swe-eng)":95.3,"Tatoeba (swg-eng)":55.64,"Tatoeba (swh-eng)":71.61,"Tatoeba (tam-eng)":88.23,"Tatoeba (tat-eng)":73.51,"Tatoeba (tel-eng)":91.34,"Tatoeba (tgl-eng)":92.0,"Tatoeba (tha-eng)":95.38,"Tatoeba (tuk-eng)":33.15,"Tatoeba (tur-eng)":96.27,"Tatoeba (tzl-eng)":53.16,"Tatoeba (uig-eng)":72.17,"Tatoeba (ukr-eng)":93.32,"Tatoeba (urd-eng)":89.21,"Tatoeba (uzb-eng)":72.35,"Tatoeba (vie-eng)":97.0,"Tatoeba (war-eng)":62.02,"Tatoeba (wuu-eng)":86.37,"Tatoeba (xho-eng)":80.87,"Tatoeba (yid-eng)":76.33,"Tatoeba (yue-eng)":88.71,"Tatoeba (zsm-eng)":94.53}
{"index":23,"Rank":8,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/intfloat\/e5-mistral-7b-instruct\">e5-mistral-7b-instruct<\/a>","Model Size (Million Parameters)":7111,"Memory Usage (GB, fp32)":26.49,"Embedding Dimensions":4096,"Max Tokens":32768,"Average":71.07,"BUCC (de-en)":99.5,"BUCC (fr-en)":99.09,"BUCC (ru-en)":97.84,"BUCC (zh-en)":99.23,"Tatoeba (afr-eng)":87.32,"Tatoeba (amh-eng)":22.05,"Tatoeba (ang-eng)":81.59,"Tatoeba (ara-eng)":88.76,"Tatoeba (arq-eng)":48.55,"Tatoeba (arz-eng)":70.73,"Tatoeba (ast-eng)":80.94,"Tatoeba (awa-eng)":67.45,"Tatoeba (aze-eng)":76.23,"Tatoeba (bel-eng)":88.09,"Tatoeba (ben-eng)":81.82,"Tatoeba (ber-eng)":7.62,"Tatoeba (bos-eng)":91.54,"Tatoeba (bre-eng)":14.2,"Tatoeba (bul-eng)":93.98,"Tatoeba (cat-eng)":91.89,"Tatoeba (cbk-eng)":81.32,"Tatoeba (ceb-eng)":43.15,"Tatoeba (ces-eng)":94.93,"Tatoeba (cha-eng)":44.8,"Tatoeba (cmn-eng)":95.9,"Tatoeba (cor-eng)":9.19,"Tatoeba (csb-eng)":62.92,"Tatoeba (cym-eng)":72.32,"Tatoeba (dan-eng)":93.92,"Tatoeba (deu-eng)":99.47,"Tatoeba (dsb-eng)":65.43,"Tatoeba (dtp-eng)":11.74,"Tatoeba (ell-eng)":91.46,"Tatoeba (epo-eng)":87.76,"Tatoeba (est-eng)":62.93,"Tatoeba (eus-eng)":40.64,"Tatoeba (fao-eng)":70.33,"Tatoeba (fin-eng)":90.69,"Tatoeba (fra-eng)":95.66,"Tatoeba (fry-eng)":70.98,"Tatoeba (gla-eng)":63.53,"Tatoeba (gle-eng)":73.71,"Tatoeba (glg-eng)":90.44,"Tatoeba (gsw-eng)":52.21,"Tatoeba (heb-eng)":82.82,"Tatoeba (hin-eng)":95.28,"Tatoeba (hrv-eng)":93.97,"Tatoeba (hsb-eng)":74.4,"Tatoeba (hun-eng)":89.8,"Tatoeba (hye-eng)":63.99,"Tatoeba (ido-eng)":74.98,"Tatoeba (ile-eng)":83.97,"Tatoeba (ina-eng)":95.65,"Tatoeba (ind-eng)":93.48,"Tatoeba (isl-eng)":87.58,"Tatoeba (ita-eng)":91.94,"Tatoeba (jav-eng)":38.38,"Tatoeba (jpn-eng)":94.0,"Tatoeba (kab-eng)":3.81,"Tatoeba (kat-eng)":59.67,"Tatoeba (kaz-eng)":46.88,"Tatoeba (khm-eng)":37.31,"Tatoeba (kor-eng)":91.16,"Tatoeba (kur-eng)":29.93,"Tatoeba (kzj-eng)":12.29,"Tatoeba (lat-eng)":87.8,"Tatoeba (lfn-eng)":73.89,"Tatoeba (lit-eng)":69.07,"Tatoeba (lvs-eng)":66.01,"Tatoeba (mal-eng)":56.03,"Tatoeba (mar-eng)":68.99,"Tatoeba (max-eng)":64.8,"Tatoeba (mhr-eng)":16.24,"Tatoeba (mkd-eng)":86.9,"Tatoeba (mon-eng)":37.79,"Tatoeba (nds-eng)":77.42,"Tatoeba (nld-eng)":96.4,"Tatoeba (nno-eng)":87.24,"Tatoeba (nob-eng)":96.86,"Tatoeba (nov-eng)":72.4,"Tatoeba (oci-eng)":62.2,"Tatoeba (orv-eng)":59.66,"Tatoeba (pam-eng)":14.02,"Tatoeba (pes-eng)":89.67,"Tatoeba (pms-eng)":62.3,"Tatoeba (pol-eng)":96.47,"Tatoeba (por-eng)":94.44,"Tatoeba (ron-eng)":93.0,"Tatoeba (rus-eng)":93.75,"Tatoeba (slk-eng)":88.84,"Tatoeba (slv-eng)":86.13,"Tatoeba (spa-eng)":98.8,"Tatoeba (sqi-eng)":67.06,"Tatoeba (srp-eng)":92.54,"Tatoeba (swe-eng)":92.95,"Tatoeba (swg-eng)":64.75,"Tatoeba (swh-eng)":61.6,"Tatoeba (tam-eng)":72.83,"Tatoeba (tat-eng)":36.79,"Tatoeba (tel-eng)":42.86,"Tatoeba (tgl-eng)":93.14,"Tatoeba (tha-eng)":93.64,"Tatoeba (tuk-eng)":42.01,"Tatoeba (tur-eng)":94.13,"Tatoeba (tzl-eng)":49.51,"Tatoeba (uig-eng)":38.83,"Tatoeba (ukr-eng)":94.58,"Tatoeba (urd-eng)":83.62,"Tatoeba (uzb-eng)":52.73,"Tatoeba (vie-eng)":94.83,"Tatoeba (war-eng)":41.97,"Tatoeba (wuu-eng)":89.61,"Tatoeba (xho-eng)":35.94,"Tatoeba (yid-eng)":33.12,"Tatoeba (yue-eng)":89.11,"Tatoeba (zsm-eng)":94.23}
{"index":0,"Rank":9,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/Alibaba-NLP\/gte-multilingual-base\">gte-multilingual-base<\/a>","Model Size (Million Parameters)":305,"Memory Usage (GB, fp32)":1.14,"Embedding Dimensions":768,"Max Tokens":8192,"Average":69.12,"BUCC (de-en)":98.62,"BUCC (fr-en)":97.9,"BUCC (ru-en)":97.12,"BUCC (zh-en)":98.16,"Tatoeba (afr-eng)":81.85,"Tatoeba (amh-eng)":76.36,"Tatoeba (ang-eng)":42.45,"Tatoeba (ara-eng)":77.81,"Tatoeba (arq-eng)":24.99,"Tatoeba (arz-eng)":55.77,"Tatoeba (ast-eng)":78.08,"Tatoeba (awa-eng)":48.46,"Tatoeba (aze-eng)":79.53,"Tatoeba (bel-eng)":85.56,"Tatoeba (ben-eng)":73.23,"Tatoeba (ber-eng)":20.39,"Tatoeba (bos-eng)":89.36,"Tatoeba (bre-eng)":13.59,"Tatoeba (bul-eng)":91.31,"Tatoeba (cat-eng)":91.5,"Tatoeba (cbk-eng)":70.04,"Tatoeba (ceb-eng)":21.26,"Tatoeba (ces-eng)":89.77,"Tatoeba (cha-eng)":30.8,"Tatoeba (cmn-eng)":95.73,"Tatoeba (cor-eng)":5.96,"Tatoeba (csb-eng)":29.98,"Tatoeba (cym-eng)":52.47,"Tatoeba (dan-eng)":91.83,"Tatoeba (deu-eng)":97.75,"Tatoeba (dsb-eng)":42.87,"Tatoeba (dtp-eng)":9.05,"Tatoeba (ell-eng)":91.9,"Tatoeba (epo-eng)":88.91,"Tatoeba (est-eng)":79.48,"Tatoeba (eus-eng)":63.75,"Tatoeba (fao-eng)":65.68,"Tatoeba (fin-eng)":88.19,"Tatoeba (fra-eng)":93.27,"Tatoeba (fry-eng)":73.7,"Tatoeba (gla-eng)":27.33,"Tatoeba (gle-eng)":32.73,"Tatoeba (glg-eng)":89.64,"Tatoeba (gsw-eng)":36.74,"Tatoeba (heb-eng)":75.85,"Tatoeba (hin-eng)":93.33,"Tatoeba (hrv-eng)":91.67,"Tatoeba (hsb-eng)":45.64,"Tatoeba (hun-eng)":89.09,"Tatoeba (hye-eng)":80.41,"Tatoeba (ido-eng)":77.59,"Tatoeba (ile-eng)":81.68,"Tatoeba (ina-eng)":91.29,"Tatoeba (ind-eng)":92.31,"Tatoeba (isl-eng)":82.59,"Tatoeba (ita-eng)":91.43,"Tatoeba (jav-eng)":35.7,"Tatoeba (jpn-eng)":93.14,"Tatoeba (kab-eng)":17.19,"Tatoeba (kat-eng)":72.77,"Tatoeba (kaz-eng)":67.63,"Tatoeba (khm-eng)":67.63,"Tatoeba (kor-eng)":84.08,"Tatoeba (kur-eng)":32.87,"Tatoeba (kzj-eng)":11.12,"Tatoeba (lat-eng)":42.99,"Tatoeba (lfn-eng)":63.56,"Tatoeba (lit-eng)":77.59,"Tatoeba (lvs-eng)":79.39,"Tatoeba (mal-eng)":94.64,"Tatoeba (mar-eng)":84.38,"Tatoeba (max-eng)":52.57,"Tatoeba (mhr-eng)":15.98,"Tatoeba (mkd-eng)":77.85,"Tatoeba (mon-eng)":71.7,"Tatoeba (nds-eng)":63.42,"Tatoeba (nld-eng)":93.78,"Tatoeba (nno-eng)":90.75,"Tatoeba (nob-eng)":96.62,"Tatoeba (nov-eng)":68.37,"Tatoeba (oci-eng)":51.12,"Tatoeba (orv-eng)":33.13,"Tatoeba (pam-eng)":9.23,"Tatoeba (pes-eng)":88.26,"Tatoeba (pms-eng)":46.68,"Tatoeba (pol-eng)":94.9,"Tatoeba (por-eng)":94.57,"Tatoeba (ron-eng)":90.72,"Tatoeba (rus-eng)":92.9,"Tatoeba (slk-eng)":88.81,"Tatoeba (slv-eng)":84.15,"Tatoeba (spa-eng)":97.68,"Tatoeba (sqi-eng)":82.77,"Tatoeba (srp-eng)":86.29,"Tatoeba (swe-eng)":92.95,"Tatoeba (swg-eng)":51.71,"Tatoeba (swh-eng)":58.13,"Tatoeba (tam-eng)":84.3,"Tatoeba (tat-eng)":42.35,"Tatoeba (tel-eng)":89.7,"Tatoeba (tgl-eng)":67.23,"Tatoeba (tha-eng)":90.55,"Tatoeba (tuk-eng)":34.36,"Tatoeba (tur-eng)":95.82,"Tatoeba (tzl-eng)":40.27,"Tatoeba (uig-eng)":59.57,"Tatoeba (ukr-eng)":91.29,"Tatoeba (urd-eng)":83.9,"Tatoeba (uzb-eng)":40.95,"Tatoeba (vie-eng)":95.93,"Tatoeba (war-eng)":23.86,"Tatoeba (wuu-eng)":88.45,"Tatoeba (xho-eng)":67.65,"Tatoeba (yid-eng)":60.43,"Tatoeba (yue-eng)":82.99,"Tatoeba (zsm-eng)":94.35}
{"index":24,"Rank":10,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/intfloat\/multilingual-e5-base\">multilingual-e5-base<\/a>","Model Size (Million Parameters)":278,"Memory Usage (GB, fp32)":1.04,"Embedding Dimensions":768,"Max Tokens":514,"Average":69.09,"BUCC (de-en)":99.13,"BUCC (fr-en)":97.59,"BUCC (ru-en)":97.2,"BUCC (zh-en)":98.3,"Tatoeba (afr-eng)":87.04,"Tatoeba (amh-eng)":74.93,"Tatoeba (ang-eng)":29.87,"Tatoeba (ara-eng)":82.86,"Tatoeba (arq-eng)":26.61,"Tatoeba (arz-eng)":66.79,"Tatoeba (ast-eng)":74.36,"Tatoeba (awa-eng)":68.39,"Tatoeba (aze-eng)":84.71,"Tatoeba (bel-eng)":86.7,"Tatoeba (ben-eng)":81.05,"Tatoeba (ber-eng)":23.59,"Tatoeba (bos-eng)":88.86,"Tatoeba (bre-eng)":5.44,"Tatoeba (bul-eng)":88.95,"Tatoeba (cat-eng)":84.09,"Tatoeba (cbk-eng)":60.66,"Tatoeba (ceb-eng)":45.46,"Tatoeba (ces-eng)":88.75,"Tatoeba (cha-eng)":16.95,"Tatoeba (cmn-eng)":93.35,"Tatoeba (cor-eng)":4.38,"Tatoeba (csb-eng)":24.29,"Tatoeba (cym-eng)":65.69,"Tatoeba (dan-eng)":91.23,"Tatoeba (deu-eng)":97.07,"Tatoeba (dsb-eng)":34.36,"Tatoeba (dtp-eng)":5.13,"Tatoeba (ell-eng)":89.96,"Tatoeba (epo-eng)":92.07,"Tatoeba (est-eng)":70.64,"Tatoeba (eus-eng)":56.26,"Tatoeba (fao-eng)":64.72,"Tatoeba (fin-eng)":86.15,"Tatoeba (fra-eng)":92.76,"Tatoeba (fry-eng)":50.82,"Tatoeba (gla-eng)":43.08,"Tatoeba (gle-eng)":58.62,"Tatoeba (glg-eng)":82.69,"Tatoeba (gsw-eng)":43.53,"Tatoeba (heb-eng)":74.26,"Tatoeba (hin-eng)":93.13,"Tatoeba (hrv-eng)":92.5,"Tatoeba (hsb-eng)":40.36,"Tatoeba (hun-eng)":84.41,"Tatoeba (hye-eng)":85.85,"Tatoeba (ido-eng)":74.41,"Tatoeba (ile-eng)":72.56,"Tatoeba (ina-eng)":86.11,"Tatoeba (ind-eng)":90.26,"Tatoeba (isl-eng)":76.9,"Tatoeba (ita-eng)":90.61,"Tatoeba (jav-eng)":61.25,"Tatoeba (jpn-eng)":90.3,"Tatoeba (kab-eng)":21.77,"Tatoeba (kat-eng)":77.83,"Tatoeba (kaz-eng)":75.56,"Tatoeba (khm-eng)":47.27,"Tatoeba (kor-eng)":83.37,"Tatoeba (kur-eng)":52.96,"Tatoeba (kzj-eng)":6.26,"Tatoeba (lat-eng)":39.62,"Tatoeba (lfn-eng)":52.85,"Tatoeba (lit-eng)":75.53,"Tatoeba (lvs-eng)":76.76,"Tatoeba (mal-eng)":96.72,"Tatoeba (mar-eng)":86.62,"Tatoeba (max-eng)":52.4,"Tatoeba (mhr-eng)":5.52,"Tatoeba (mkd-eng)":73.76,"Tatoeba (mon-eng)":78.37,"Tatoeba (nds-eng)":53.86,"Tatoeba (nld-eng)":93.2,"Tatoeba (nno-eng)":82.67,"Tatoeba (nob-eng)":95.9,"Tatoeba (nov-eng)":66.96,"Tatoeba (oci-eng)":35.79,"Tatoeba (orv-eng)":16.0,"Tatoeba (pam-eng)":6.92,"Tatoeba (pes-eng)":87.18,"Tatoeba (pms-eng)":44.61,"Tatoeba (pol-eng)":94.57,"Tatoeba (por-eng)":92.74,"Tatoeba (ron-eng)":91.27,"Tatoeba (rus-eng)":91.78,"Tatoeba (slk-eng)":86.42,"Tatoeba (slv-eng)":81.93,"Tatoeba (spa-eng)":96.97,"Tatoeba (sqi-eng)":90.06,"Tatoeba (srp-eng)":89.08,"Tatoeba (swe-eng)":91.33,"Tatoeba (swg-eng)":42.33,"Tatoeba (swh-eng)":66.81,"Tatoeba (tam-eng)":85.12,"Tatoeba (tat-eng)":66.92,"Tatoeba (tel-eng)":88.49,"Tatoeba (tgl-eng)":83.78,"Tatoeba (tha-eng)":94.22,"Tatoeba (tuk-eng)":19.67,"Tatoeba (tur-eng)":92.54,"Tatoeba (tzl-eng)":34.44,"Tatoeba (uig-eng)":62.97,"Tatoeba (ukr-eng)":88.29,"Tatoeba (urd-eng)":86.2,"Tatoeba (uzb-eng)":62.63,"Tatoeba (vie-eng)":94.55,"Tatoeba (war-eng)":47.18,"Tatoeba (wuu-eng)":78.65,"Tatoeba (xho-eng)":73.24,"Tatoeba (yid-eng)":63.2,"Tatoeba (yue-eng)":80.66,"Tatoeba (zsm-eng)":92.45}
{"index":10,"Rank":11,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/Marqo\/multilingual-e5-small\">multilingual-e5-small<\/a>","Model Size (Million Parameters)":118,"Memory Usage (GB, fp32)":0.44,"Embedding Dimensions":384,"Max Tokens":512,"Average":65.21,"BUCC (de-en)":97.86,"BUCC (fr-en)":92.66,"BUCC (ru-en)":93.5,"BUCC (zh-en)":88.79,"Tatoeba (afr-eng)":85.67,"Tatoeba (amh-eng)":76.13,"Tatoeba (ang-eng)":42.23,"Tatoeba (ara-eng)":72.55,"Tatoeba (arq-eng)":22.43,"Tatoeba (arz-eng)":55.14,"Tatoeba (ast-eng)":71.67,"Tatoeba (awa-eng)":74.27,"Tatoeba (aze-eng)":80.14,"Tatoeba (bel-eng)":84.68,"Tatoeba (ben-eng)":77.76,"Tatoeba (ber-eng)":16.92,"Tatoeba (bos-eng)":83.24,"Tatoeba (bre-eng)":8.24,"Tatoeba (bul-eng)":83.81,"Tatoeba (cat-eng)":79.75,"Tatoeba (cbk-eng)":57.77,"Tatoeba (ceb-eng)":42.01,"Tatoeba (ces-eng)":78.83,"Tatoeba (cha-eng)":27.83,"Tatoeba (cmn-eng)":88.89,"Tatoeba (cor-eng)":6.02,"Tatoeba (csb-eng)":23.99,"Tatoeba (cym-eng)":65.32,"Tatoeba (dan-eng)":84.39,"Tatoeba (deu-eng)":96.58,"Tatoeba (dsb-eng)":31.64,"Tatoeba (dtp-eng)":7.68,"Tatoeba (ell-eng)":84.08,"Tatoeba (epo-eng)":90.5,"Tatoeba (est-eng)":55.31,"Tatoeba (eus-eng)":54.47,"Tatoeba (fao-eng)":58.87,"Tatoeba (fin-eng)":68.56,"Tatoeba (fra-eng)":89.93,"Tatoeba (fry-eng)":51.03,"Tatoeba (gla-eng)":39.42,"Tatoeba (gle-eng)":59.59,"Tatoeba (glg-eng)":81.93,"Tatoeba (gsw-eng)":36.45,"Tatoeba (heb-eng)":67.92,"Tatoeba (hin-eng)":93.25,"Tatoeba (hrv-eng)":86.87,"Tatoeba (hsb-eng)":37.02,"Tatoeba (hun-eng)":71.84,"Tatoeba (hye-eng)":82.29,"Tatoeba (ido-eng)":70.86,"Tatoeba (ile-eng)":71.73,"Tatoeba (ina-eng)":85.6,"Tatoeba (ind-eng)":87.81,"Tatoeba (isl-eng)":62.16,"Tatoeba (ita-eng)":87.56,"Tatoeba (jav-eng)":50.66,"Tatoeba (jpn-eng)":83.7,"Tatoeba (kab-eng)":17.83,"Tatoeba (kat-eng)":76.84,"Tatoeba (kaz-eng)":73.03,"Tatoeba (khm-eng)":47.99,"Tatoeba (kor-eng)":74.16,"Tatoeba (kur-eng)":39.67,"Tatoeba (kzj-eng)":8.27,"Tatoeba (lat-eng)":39.95,"Tatoeba (lfn-eng)":52.73,"Tatoeba (lit-eng)":61.52,"Tatoeba (lvs-eng)":60.67,"Tatoeba (mal-eng)":94.78,"Tatoeba (mar-eng)":86.79,"Tatoeba (max-eng)":49.95,"Tatoeba (mhr-eng)":6.08,"Tatoeba (mkd-eng)":59.26,"Tatoeba (mon-eng)":78.22,"Tatoeba (nds-eng)":53.26,"Tatoeba (nld-eng)":90.3,"Tatoeba (nno-eng)":69.48,"Tatoeba (nob-eng)":87.8,"Tatoeba (nov-eng)":68.56,"Tatoeba (oci-eng)":42.84,"Tatoeba (orv-eng)":15.13,"Tatoeba (pam-eng)":6.97,"Tatoeba (pes-eng)":84.0,"Tatoeba (pms-eng)":42.15,"Tatoeba (pol-eng)":85.91,"Tatoeba (por-eng)":89.25,"Tatoeba (ron-eng)":83.67,"Tatoeba (rus-eng)":89.77,"Tatoeba (slk-eng)":79.96,"Tatoeba (slv-eng)":72.85,"Tatoeba (spa-eng)":91.1,"Tatoeba (sqi-eng)":88.56,"Tatoeba (srp-eng)":80.33,"Tatoeba (swe-eng)":84.97,"Tatoeba (swg-eng)":44.3,"Tatoeba (swh-eng)":66.74,"Tatoeba (tam-eng)":81.39,"Tatoeba (tat-eng)":63.38,"Tatoeba (tel-eng)":85.78,"Tatoeba (tgl-eng)":79.26,"Tatoeba (tha-eng)":89.36,"Tatoeba (tuk-eng)":18.41,"Tatoeba (tur-eng)":86.78,"Tatoeba (tzl-eng)":36.2,"Tatoeba (uig-eng)":59.33,"Tatoeba (ukr-eng)":81.62,"Tatoeba (urd-eng)":84.71,"Tatoeba (uzb-eng)":58.0,"Tatoeba (vie-eng)":87.78,"Tatoeba (war-eng)":40.86,"Tatoeba (wuu-eng)":69.05,"Tatoeba (xho-eng)":62.84,"Tatoeba (yid-eng)":66.83,"Tatoeba (yue-eng)":69.69,"Tatoeba (zsm-eng)":90.0}
{"index":27,"Rank":12,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/intfloat\/multilingual-e5-small\">multilingual-e5-small<\/a>","Model Size (Million Parameters)":118,"Memory Usage (GB, fp32)":0.44,"Embedding Dimensions":384,"Max Tokens":512,"Average":64.91,"BUCC (de-en)":97.86,"BUCC (fr-en)":92.66,"BUCC (ru-en)":93.5,"BUCC (zh-en)":88.79,"Tatoeba (afr-eng)":85.17,"Tatoeba (amh-eng)":74.11,"Tatoeba (ang-eng)":30.3,"Tatoeba (ara-eng)":76.09,"Tatoeba (arq-eng)":23.62,"Tatoeba (arz-eng)":53.35,"Tatoeba (ast-eng)":62.81,"Tatoeba (awa-eng)":74.55,"Tatoeba (aze-eng)":80.79,"Tatoeba (bel-eng)":80.89,"Tatoeba (ben-eng)":81.4,"Tatoeba (ber-eng)":18.22,"Tatoeba (bos-eng)":81.15,"Tatoeba (bre-eng)":7.09,"Tatoeba (bul-eng)":85.47,"Tatoeba (cat-eng)":79.3,"Tatoeba (cbk-eng)":55.36,"Tatoeba (ceb-eng)":42.35,"Tatoeba (ces-eng)":80.99,"Tatoeba (cha-eng)":24.88,"Tatoeba (cmn-eng)":89.85,"Tatoeba (cor-eng)":5.24,"Tatoeba (csb-eng)":26.23,"Tatoeba (cym-eng)":62.3,"Tatoeba (dan-eng)":86.38,"Tatoeba (deu-eng)":97.22,"Tatoeba (dsb-eng)":29.87,"Tatoeba (dtp-eng)":6.42,"Tatoeba (ell-eng)":86.81,"Tatoeba (epo-eng)":88.96,"Tatoeba (est-eng)":56.47,"Tatoeba (eus-eng)":50.9,"Tatoeba (fao-eng)":56.57,"Tatoeba (fin-eng)":70.23,"Tatoeba (fra-eng)":90.51,"Tatoeba (fry-eng)":49.05,"Tatoeba (gla-eng)":35.96,"Tatoeba (gle-eng)":56.32,"Tatoeba (glg-eng)":79.65,"Tatoeba (gsw-eng)":40.13,"Tatoeba (heb-eng)":73.68,"Tatoeba (hin-eng)":92.36,"Tatoeba (hrv-eng)":84.42,"Tatoeba (hsb-eng)":36.49,"Tatoeba (hun-eng)":74.44,"Tatoeba (hye-eng)":83.81,"Tatoeba (ido-eng)":70.07,"Tatoeba (ile-eng)":70.31,"Tatoeba (ina-eng)":86.39,"Tatoeba (ind-eng)":88.28,"Tatoeba (isl-eng)":62.32,"Tatoeba (ita-eng)":88.54,"Tatoeba (jav-eng)":53.39,"Tatoeba (jpn-eng)":77.43,"Tatoeba (kab-eng)":18.06,"Tatoeba (kat-eng)":77.6,"Tatoeba (kaz-eng)":70.57,"Tatoeba (khm-eng)":44.34,"Tatoeba (kor-eng)":73.74,"Tatoeba (kur-eng)":39.99,"Tatoeba (kzj-eng)":6.56,"Tatoeba (lat-eng)":37.76,"Tatoeba (lfn-eng)":51.46,"Tatoeba (lit-eng)":59.95,"Tatoeba (lvs-eng)":61.84,"Tatoeba (mal-eng)":94.78,"Tatoeba (mar-eng)":85.94,"Tatoeba (max-eng)":48.29,"Tatoeba (mhr-eng)":5.58,"Tatoeba (mkd-eng)":63.74,"Tatoeba (mon-eng)":77.7,"Tatoeba (nds-eng)":52.46,"Tatoeba (nld-eng)":91.87,"Tatoeba (nno-eng)":70.29,"Tatoeba (nob-eng)":90.18,"Tatoeba (nov-eng)":64.2,"Tatoeba (oci-eng)":38.27,"Tatoeba (orv-eng)":14.89,"Tatoeba (pam-eng)":5.76,"Tatoeba (pes-eng)":85.51,"Tatoeba (pms-eng)":35.47,"Tatoeba (pol-eng)":88.85,"Tatoeba (por-eng)":89.63,"Tatoeba (ron-eng)":85.68,"Tatoeba (rus-eng)":89.77,"Tatoeba (slk-eng)":79.86,"Tatoeba (slv-eng)":73.93,"Tatoeba (spa-eng)":93.01,"Tatoeba (sqi-eng)":86.21,"Tatoeba (srp-eng)":83.06,"Tatoeba (swe-eng)":87.46,"Tatoeba (swg-eng)":44.0,"Tatoeba (swh-eng)":65.43,"Tatoeba (tam-eng)":82.82,"Tatoeba (tat-eng)":66.8,"Tatoeba (tel-eng)":86.82,"Tatoeba (tgl-eng)":77.54,"Tatoeba (tha-eng)":90.88,"Tatoeba (tuk-eng)":16.99,"Tatoeba (tur-eng)":88.42,"Tatoeba (tzl-eng)":34.83,"Tatoeba (uig-eng)":60.59,"Tatoeba (ukr-eng)":82.98,"Tatoeba (urd-eng)":85.07,"Tatoeba (uzb-eng)":59.11,"Tatoeba (vie-eng)":89.03,"Tatoeba (war-eng)":39.14,"Tatoeba (wuu-eng)":67.3,"Tatoeba (xho-eng)":63.2,"Tatoeba (yid-eng)":65.9,"Tatoeba (yue-eng)":69.33,"Tatoeba (zsm-eng)":91.37}
{"index":13,"Rank":13,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/amazon\/Titan-text-embeddings-v2\">Titan-text-embeddings-v2<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Embedding Dimensions":"","Max Tokens":"","Average":40.27,"BUCC (de-en)":98.18,"BUCC (fr-en)":98.04,"BUCC (ru-en)":94.58,"BUCC (zh-en)":96.75,"Tatoeba (afr-eng)":50.58,"Tatoeba (amh-eng)":0.36,"Tatoeba (ang-eng)":30.89,"Tatoeba (ara-eng)":79.65,"Tatoeba (arq-eng)":20.68,"Tatoeba (arz-eng)":56.04,"Tatoeba (ast-eng)":55.81,"Tatoeba (awa-eng)":41.58,"Tatoeba (aze-eng)":27.78,"Tatoeba (bel-eng)":41.21,"Tatoeba (ben-eng)":20.85,"Tatoeba (ber-eng)":5.5,"Tatoeba (bos-eng)":36.73,"Tatoeba (bre-eng)":5.46,"Tatoeba (bul-eng)":60.26,"Tatoeba (cat-eng)":63.42,"Tatoeba (cbk-eng)":56.73,"Tatoeba (ceb-eng)":10.46,"Tatoeba (ces-eng)":81.81,"Tatoeba (cha-eng)":22.8,"Tatoeba (cmn-eng)":86.13,"Tatoeba (cor-eng)":3.87,"Tatoeba (csb-eng)":20.52,"Tatoeba (cym-eng)":9.1,"Tatoeba (dan-eng)":72.49,"Tatoeba (deu-eng)":96.57,"Tatoeba (dsb-eng)":28.3,"Tatoeba (dtp-eng)":3.87,"Tatoeba (ell-eng)":10.43,"Tatoeba (epo-eng)":30.54,"Tatoeba (est-eng)":7.43,"Tatoeba (eus-eng)":11.67,"Tatoeba (fao-eng)":21.34,"Tatoeba (fin-eng)":18.11,"Tatoeba (fra-eng)":89.39,"Tatoeba (fry-eng)":37.73,"Tatoeba (gla-eng)":4.23,"Tatoeba (gle-eng)":4.4,"Tatoeba (glg-eng)":74.27,"Tatoeba (gsw-eng)":37.04,"Tatoeba (heb-eng)":72.4,"Tatoeba (hin-eng)":82.06,"Tatoeba (hrv-eng)":34.63,"Tatoeba (hsb-eng)":37.13,"Tatoeba (hun-eng)":13.18,"Tatoeba (hye-eng)":0.37,"Tatoeba (ido-eng)":48.29,"Tatoeba (ile-eng)":61.81,"Tatoeba (ina-eng)":78.25,"Tatoeba (ind-eng)":54.64,"Tatoeba (isl-eng)":12.45,"Tatoeba (ita-eng)":81.99,"Tatoeba (jav-eng)":9.0,"Tatoeba (jpn-eng)":86.92,"Tatoeba (kab-eng)":1.95,"Tatoeba (kat-eng)":0.76,"Tatoeba (kaz-eng)":9.15,"Tatoeba (khm-eng)":0.35,"Tatoeba (kor-eng)":75.76,"Tatoeba (kur-eng)":13.51,"Tatoeba (kzj-eng)":5.8,"Tatoeba (lat-eng)":21.15,"Tatoeba (lfn-eng)":47.49,"Tatoeba (lit-eng)":10.45,"Tatoeba (lvs-eng)":10.72,"Tatoeba (mal-eng)":74.47,"Tatoeba (mar-eng)":67.35,"Tatoeba (max-eng)":22.52,"Tatoeba (mhr-eng)":4.3,"Tatoeba (mkd-eng)":34.72,"Tatoeba (mon-eng)":10.95,"Tatoeba (nds-eng)":49.47,"Tatoeba (nld-eng)":87.22,"Tatoeba (nno-eng)":56.01,"Tatoeba (nob-eng)":79.21,"Tatoeba (nov-eng)":54.06,"Tatoeba (oci-eng)":39.12,"Tatoeba (orv-eng)":19.65,"Tatoeba (pam-eng)":4.84,"Tatoeba (pes-eng)":45.04,"Tatoeba (pms-eng)":34.32,"Tatoeba (pol-eng)":83.35,"Tatoeba (por-eng)":89.38,"Tatoeba (ron-eng)":59.11,"Tatoeba (rus-eng)":84.96,"Tatoeba (slk-eng)":65.42,"Tatoeba (slv-eng)":35.88,"Tatoeba (spa-eng)":93.12,"Tatoeba (sqi-eng)":15.39,"Tatoeba (srp-eng)":35.41,"Tatoeba (swe-eng)":86.33,"Tatoeba (swg-eng)":36.39,"Tatoeba (swh-eng)":7.78,"Tatoeba (tam-eng)":65.79,"Tatoeba (tat-eng)":6.67,"Tatoeba (tel-eng)":65.37,"Tatoeba (tgl-eng)":17.86,"Tatoeba (tha-eng)":3.16,"Tatoeba (tuk-eng)":9.61,"Tatoeba (tur-eng)":77.38,"Tatoeba (tzl-eng)":26.1,"Tatoeba (uig-eng)":1.31,"Tatoeba (ukr-eng)":65.33,"Tatoeba (urd-eng)":6.6,"Tatoeba (uzb-eng)":7.86,"Tatoeba (vie-eng)":50.44,"Tatoeba (war-eng)":10.67,"Tatoeba (wuu-eng)":70.58,"Tatoeba (xho-eng)":9.53,"Tatoeba (yid-eng)":1.46,"Tatoeba (yue-eng)":51.32,"Tatoeba (zsm-eng)":54.61}
{"index":31,"Rank":14,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/izhx\/udever-bloom-7b1\">udever-bloom-7b1<\/a>","Model Size (Million Parameters)":7069,"Memory Usage (GB, fp32)":26.33,"Embedding Dimensions":4096,"Max Tokens":2048,"Average":37.12,"BUCC (de-en)":87.71,"BUCC (fr-en)":98.41,"BUCC (ru-en)":78.75,"BUCC (zh-en)":98.77,"Tatoeba (afr-eng)":22.56,"Tatoeba (amh-eng)":0.1,"Tatoeba (ang-eng)":34.68,"Tatoeba (ara-eng)":90.62,"Tatoeba (arq-eng)":37.21,"Tatoeba (arz-eng)":74.8,"Tatoeba (ast-eng)":68.37,"Tatoeba (awa-eng)":53.01,"Tatoeba (aze-eng)":8.16,"Tatoeba (bel-eng)":18.49,"Tatoeba (ben-eng)":83.89,"Tatoeba (ber-eng)":5.17,"Tatoeba (bos-eng)":19.28,"Tatoeba (bre-eng)":7.41,"Tatoeba (bul-eng)":28.46,"Tatoeba (cat-eng)":90.24,"Tatoeba (cbk-eng)":61.49,"Tatoeba (ceb-eng)":9.08,"Tatoeba (ces-eng)":12.99,"Tatoeba (cha-eng)":26.96,"Tatoeba (cmn-eng)":95.7,"Tatoeba (cor-eng)":3.86,"Tatoeba (csb-eng)":11.04,"Tatoeba (cym-eng)":8.32,"Tatoeba (dan-eng)":33.6,"Tatoeba (deu-eng)":85.06,"Tatoeba (dsb-eng)":15.0,"Tatoeba (dtp-eng)":5.26,"Tatoeba (ell-eng)":13.08,"Tatoeba (epo-eng)":33.92,"Tatoeba (est-eng)":5.61,"Tatoeba (eus-eng)":74.53,"Tatoeba (fao-eng)":14.42,"Tatoeba (fin-eng)":5.48,"Tatoeba (fra-eng)":94.32,"Tatoeba (fry-eng)":32.37,"Tatoeba (gla-eng)":3.1,"Tatoeba (gle-eng)":3.91,"Tatoeba (glg-eng)":82.55,"Tatoeba (gsw-eng)":23.7,"Tatoeba (heb-eng)":7.49,"Tatoeba (hin-eng)":94.88,"Tatoeba (hrv-eng)":17.75,"Tatoeba (hsb-eng)":13.31,"Tatoeba (hun-eng)":6.65,"Tatoeba (hye-eng)":0.92,"Tatoeba (ido-eng)":47.84,"Tatoeba (ile-eng)":63.65,"Tatoeba (ina-eng)":83.73,"Tatoeba (ind-eng)":91.91,"Tatoeba (isl-eng)":8.0,"Tatoeba (ita-eng)":74.96,"Tatoeba (jav-eng)":22.26,"Tatoeba (jpn-eng)":83.88,"Tatoeba (kab-eng)":1.54,"Tatoeba (kat-eng)":1.48,"Tatoeba (kaz-eng)":9.66,"Tatoeba (khm-eng)":0.7,"Tatoeba (kor-eng)":44.79,"Tatoeba (kur-eng)":12.5,"Tatoeba (kzj-eng)":6.3,"Tatoeba (lat-eng)":46.75,"Tatoeba (lfn-eng)":46.48,"Tatoeba (lit-eng)":5.87,"Tatoeba (lvs-eng)":8.58,"Tatoeba (mal-eng)":95.05,"Tatoeba (mar-eng)":71.56,"Tatoeba (max-eng)":41.45,"Tatoeba (mhr-eng)":3.25,"Tatoeba (mkd-eng)":15.58,"Tatoeba (mon-eng)":7.37,"Tatoeba (nds-eng)":29.88,"Tatoeba (nld-eng)":49.85,"Tatoeba (nno-eng)":20.79,"Tatoeba (nob-eng)":31.94,"Tatoeba (nov-eng)":54.93,"Tatoeba (oci-eng)":45.74,"Tatoeba (orv-eng)":8.44,"Tatoeba (pam-eng)":7.03,"Tatoeba (pes-eng)":21.59,"Tatoeba (pms-eng)":36.58,"Tatoeba (pol-eng)":20.27,"Tatoeba (por-eng)":94.43,"Tatoeba (ron-eng)":33.85,"Tatoeba (rus-eng)":71.23,"Tatoeba (slk-eng)":12.3,"Tatoeba (slv-eng)":13.06,"Tatoeba (spa-eng)":98.13,"Tatoeba (sqi-eng)":15.33,"Tatoeba (srp-eng)":18.75,"Tatoeba (swe-eng)":27.82,"Tatoeba (swg-eng)":29.18,"Tatoeba (swh-eng)":27.81,"Tatoeba (tam-eng)":81.87,"Tatoeba (tat-eng)":4.96,"Tatoeba (tel-eng)":80.56,"Tatoeba (tgl-eng)":11.19,"Tatoeba (tha-eng)":6.78,"Tatoeba (tuk-eng)":6.85,"Tatoeba (tur-eng)":8.96,"Tatoeba (tzl-eng)":32.7,"Tatoeba (uig-eng)":2.02,"Tatoeba (ukr-eng)":31.12,"Tatoeba (urd-eng)":82.87,"Tatoeba (uzb-eng)":8.28,"Tatoeba (vie-eng)":95.83,"Tatoeba (war-eng)":11.23,"Tatoeba (wuu-eng)":87.91,"Tatoeba (xho-eng)":7.96,"Tatoeba (yid-eng)":0.49,"Tatoeba (yue-eng)":89.39,"Tatoeba (zsm-eng)":88.11}
{"index":29,"Rank":15,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/izhx\/udever-bloom-3b\">udever-bloom-3b<\/a>","Model Size (Million Parameters)":3003,"Memory Usage (GB, fp32)":11.19,"Embedding Dimensions":2560,"Max Tokens":2048,"Average":34.17,"BUCC (de-en)":71.06,"BUCC (fr-en)":98.17,"BUCC (ru-en)":58.45,"BUCC (zh-en)":98.6,"Tatoeba (afr-eng)":18.66,"Tatoeba (amh-eng)":0.46,"Tatoeba (ang-eng)":27.44,"Tatoeba (ara-eng)":88.21,"Tatoeba (arq-eng)":29.24,"Tatoeba (arz-eng)":73.17,"Tatoeba (ast-eng)":71.25,"Tatoeba (awa-eng)":46.87,"Tatoeba (aze-eng)":7.61,"Tatoeba (bel-eng)":12.17,"Tatoeba (ben-eng)":80.65,"Tatoeba (ber-eng)":5.53,"Tatoeba (bos-eng)":14.99,"Tatoeba (bre-eng)":6.14,"Tatoeba (bul-eng)":26.9,"Tatoeba (cat-eng)":91.17,"Tatoeba (cbk-eng)":63.69,"Tatoeba (ceb-eng)":8.15,"Tatoeba (ces-eng)":8.29,"Tatoeba (cha-eng)":22.58,"Tatoeba (cmn-eng)":95.08,"Tatoeba (cor-eng)":4.0,"Tatoeba (csb-eng)":10.26,"Tatoeba (cym-eng)":8.46,"Tatoeba (dan-eng)":24.91,"Tatoeba (deu-eng)":72.73,"Tatoeba (dsb-eng)":12.44,"Tatoeba (dtp-eng)":5.41,"Tatoeba (ell-eng)":6.72,"Tatoeba (epo-eng)":28.07,"Tatoeba (est-eng)":5.63,"Tatoeba (eus-eng)":63.81,"Tatoeba (fao-eng)":12.9,"Tatoeba (fin-eng)":5.83,"Tatoeba (fra-eng)":93.53,"Tatoeba (fry-eng)":29.09,"Tatoeba (gla-eng)":4.13,"Tatoeba (gle-eng)":4.53,"Tatoeba (glg-eng)":80.98,"Tatoeba (gsw-eng)":19.31,"Tatoeba (heb-eng)":1.92,"Tatoeba (hin-eng)":92.87,"Tatoeba (hrv-eng)":13.69,"Tatoeba (hsb-eng)":12.35,"Tatoeba (hun-eng)":5.57,"Tatoeba (hye-eng)":1.56,"Tatoeba (ido-eng)":45.82,"Tatoeba (ile-eng)":64.41,"Tatoeba (ina-eng)":83.88,"Tatoeba (ind-eng)":90.54,"Tatoeba (isl-eng)":6.93,"Tatoeba (ita-eng)":73.39,"Tatoeba (jav-eng)":19.8,"Tatoeba (jpn-eng)":73.95,"Tatoeba (kab-eng)":1.92,"Tatoeba (kat-eng)":0.71,"Tatoeba (kaz-eng)":6.75,"Tatoeba (khm-eng)":0.09,"Tatoeba (kor-eng)":29.16,"Tatoeba (kur-eng)":11.84,"Tatoeba (kzj-eng)":5.99,"Tatoeba (lat-eng)":38.34,"Tatoeba (lfn-eng)":48.25,"Tatoeba (lit-eng)":5.82,"Tatoeba (lvs-eng)":6.95,"Tatoeba (mal-eng)":93.12,"Tatoeba (mar-eng)":65.18,"Tatoeba (max-eng)":40.88,"Tatoeba (mhr-eng)":2.88,"Tatoeba (mkd-eng)":13.93,"Tatoeba (mon-eng)":4.48,"Tatoeba (nds-eng)":24.45,"Tatoeba (nld-eng)":36.81,"Tatoeba (nno-eng)":16.07,"Tatoeba (nob-eng)":22.79,"Tatoeba (nov-eng)":53.3,"Tatoeba (oci-eng)":41.08,"Tatoeba (orv-eng)":5.61,"Tatoeba (pam-eng)":7.18,"Tatoeba (pes-eng)":17.01,"Tatoeba (pms-eng)":32.19,"Tatoeba (pol-eng)":14.83,"Tatoeba (por-eng)":93.62,"Tatoeba (ron-eng)":30.35,"Tatoeba (rus-eng)":62.61,"Tatoeba (slk-eng)":11.36,"Tatoeba (slv-eng)":10.89,"Tatoeba (spa-eng)":97.77,"Tatoeba (sqi-eng)":13.17,"Tatoeba (srp-eng)":15.09,"Tatoeba (swe-eng)":21.73,"Tatoeba (swg-eng)":22.77,"Tatoeba (swh-eng)":25.43,"Tatoeba (tam-eng)":84.66,"Tatoeba (tat-eng)":4.92,"Tatoeba (tel-eng)":79.3,"Tatoeba (tgl-eng)":10.75,"Tatoeba (tha-eng)":3.08,"Tatoeba (tuk-eng)":5.83,"Tatoeba (tur-eng)":7.14,"Tatoeba (tzl-eng)":31.64,"Tatoeba (uig-eng)":1.0,"Tatoeba (ukr-eng)":25.42,"Tatoeba (urd-eng)":76.77,"Tatoeba (uzb-eng)":5.91,"Tatoeba (vie-eng)":96.05,"Tatoeba (war-eng)":10.73,"Tatoeba (wuu-eng)":84.6,"Tatoeba (xho-eng)":7.79,"Tatoeba (yid-eng)":0.28,"Tatoeba (yue-eng)":86.38,"Tatoeba (zsm-eng)":85.22}
{"index":15,"Rank":16,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/bigscience\/sgpt-bloom-7b1-msmarco\">sgpt-bloom-7b1-msmarco<\/a>","Model Size (Million Parameters)":7068,"Memory Usage (GB, fp32)":26.33,"Embedding Dimensions":4096,"Max Tokens":2048,"Average":31.08,"BUCC (de-en)":54.0,"BUCC (fr-en)":97.06,"BUCC (ru-en)":45.3,"BUCC (zh-en)":97.96,"Tatoeba (afr-eng)":16.62,"Tatoeba (amh-eng)":0.03,"Tatoeba (ang-eng)":28.76,"Tatoeba (ara-eng)":85.37,"Tatoeba (arq-eng)":27.75,"Tatoeba (arz-eng)":70.66,"Tatoeba (ast-eng)":71.13,"Tatoeba (awa-eng)":35.01,"Tatoeba (aze-eng)":6.32,"Tatoeba (bel-eng)":8.03,"Tatoeba (ben-eng)":75.98,"Tatoeba (ber-eng)":4.92,"Tatoeba (bos-eng)":13.65,"Tatoeba (bre-eng)":4.67,"Tatoeba (bul-eng)":20.09,"Tatoeba (cat-eng)":88.31,"Tatoeba (cbk-eng)":64.63,"Tatoeba (ceb-eng)":6.64,"Tatoeba (ces-eng)":9.55,"Tatoeba (cha-eng)":23.26,"Tatoeba (cmn-eng)":91.45,"Tatoeba (cor-eng)":2.83,"Tatoeba (csb-eng)":10.03,"Tatoeba (cym-eng)":6.97,"Tatoeba (dan-eng)":23.52,"Tatoeba (deu-eng)":70.1,"Tatoeba (dsb-eng)":8.78,"Tatoeba (dtp-eng)":3.41,"Tatoeba (ell-eng)":5.34,"Tatoeba (epo-eng)":26.2,"Tatoeba (est-eng)":4.76,"Tatoeba (eus-eng)":53.38,"Tatoeba (fao-eng)":12.61,"Tatoeba (fin-eng)":3.41,"Tatoeba (fra-eng)":91.44,"Tatoeba (fry-eng)":24.62,"Tatoeba (gla-eng)":2.09,"Tatoeba (gle-eng)":3.26,"Tatoeba (glg-eng)":79.86,"Tatoeba (gsw-eng)":21.03,"Tatoeba (heb-eng)":1.69,"Tatoeba (hin-eng)":85.23,"Tatoeba (hrv-eng)":12.79,"Tatoeba (hsb-eng)":9.68,"Tatoeba (hun-eng)":5.07,"Tatoeba (hye-eng)":0.5,"Tatoeba (ido-eng)":43.91,"Tatoeba (ile-eng)":59.59,"Tatoeba (ina-eng)":73.67,"Tatoeba (ind-eng)":88.04,"Tatoeba (isl-eng)":6.29,"Tatoeba (ita-eng)":65.04,"Tatoeba (jav-eng)":15.02,"Tatoeba (jpn-eng)":71.36,"Tatoeba (kab-eng)":1.69,"Tatoeba (kat-eng)":0.42,"Tatoeba (kaz-eng)":3.32,"Tatoeba (khm-eng)":0.37,"Tatoeba (kor-eng)":22.39,"Tatoeba (kur-eng)":8.26,"Tatoeba (kzj-eng)":5.17,"Tatoeba (lat-eng)":28.76,"Tatoeba (lfn-eng)":44.85,"Tatoeba (lit-eng)":4.49,"Tatoeba (lvs-eng)":6.55,"Tatoeba (mal-eng)":83.3,"Tatoeba (mar-eng)":45.53,"Tatoeba (max-eng)":36.14,"Tatoeba (mhr-eng)":1.56,"Tatoeba (mkd-eng)":10.47,"Tatoeba (mon-eng)":2.85,"Tatoeba (nds-eng)":23.92,"Tatoeba (nld-eng)":29.74,"Tatoeba (nno-eng)":16.28,"Tatoeba (nob-eng)":21.07,"Tatoeba (nov-eng)":52.23,"Tatoeba (oci-eng)":40.17,"Tatoeba (orv-eng)":5.79,"Tatoeba (pam-eng)":5.85,"Tatoeba (pes-eng)":12.13,"Tatoeba (pms-eng)":31.94,"Tatoeba (pol-eng)":14.09,"Tatoeba (por-eng)":92.62,"Tatoeba (ron-eng)":27.23,"Tatoeba (rus-eng)":59.84,"Tatoeba (slk-eng)":9.98,"Tatoeba (slv-eng)":10.14,"Tatoeba (spa-eng)":94.48,"Tatoeba (sqi-eng)":10.38,"Tatoeba (srp-eng)":11.69,"Tatoeba (swe-eng)":19.53,"Tatoeba (swg-eng)":16.89,"Tatoeba (swh-eng)":16.74,"Tatoeba (tam-eng)":72.76,"Tatoeba (tat-eng)":3.59,"Tatoeba (tel-eng)":64.62,"Tatoeba (tgl-eng)":10.7,"Tatoeba (tha-eng)":2.22,"Tatoeba (tuk-eng)":5.48,"Tatoeba (tur-eng)":6.15,"Tatoeba (tzl-eng)":27.82,"Tatoeba (uig-eng)":1.27,"Tatoeba (ukr-eng)":22.06,"Tatoeba (urd-eng)":70.1,"Tatoeba (uzb-eng)":4.71,"Tatoeba (vie-eng)":94.2,"Tatoeba (war-eng)":10.38,"Tatoeba (wuu-eng)":79.58,"Tatoeba (xho-eng)":5.51,"Tatoeba (yid-eng)":0.16,"Tatoeba (yue-eng)":77.03,"Tatoeba (zsm-eng)":79.95}
{"index":28,"Rank":17,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/izhx\/udever-bloom-1b1\">udever-bloom-1b1<\/a>","Model Size (Million Parameters)":1065,"Memory Usage (GB, fp32)":3.97,"Embedding Dimensions":1536,"Max Tokens":2048,"Average":29.85,"BUCC (de-en)":42.03,"BUCC (fr-en)":97.71,"BUCC (ru-en)":24.11,"BUCC (zh-en)":98.24,"Tatoeba (afr-eng)":14.54,"Tatoeba (amh-eng)":0.12,"Tatoeba (ang-eng)":19.43,"Tatoeba (ara-eng)":86.43,"Tatoeba (arq-eng)":26.28,"Tatoeba (arz-eng)":66.01,"Tatoeba (ast-eng)":68.16,"Tatoeba (awa-eng)":45.66,"Tatoeba (aze-eng)":6.63,"Tatoeba (bel-eng)":9.62,"Tatoeba (ben-eng)":78.76,"Tatoeba (ber-eng)":4.58,"Tatoeba (bos-eng)":11.93,"Tatoeba (bre-eng)":5.35,"Tatoeba (bul-eng)":14.25,"Tatoeba (cat-eng)":84.54,"Tatoeba (cbk-eng)":61.04,"Tatoeba (ceb-eng)":7.75,"Tatoeba (ces-eng)":5.64,"Tatoeba (cha-eng)":22.9,"Tatoeba (cmn-eng)":93.97,"Tatoeba (cor-eng)":3.13,"Tatoeba (csb-eng)":9.04,"Tatoeba (cym-eng)":7.77,"Tatoeba (dan-eng)":17.55,"Tatoeba (deu-eng)":53.27,"Tatoeba (dsb-eng)":9.57,"Tatoeba (dtp-eng)":3.82,"Tatoeba (ell-eng)":2.34,"Tatoeba (epo-eng)":23.11,"Tatoeba (est-eng)":4.47,"Tatoeba (eus-eng)":59.64,"Tatoeba (fao-eng)":9.42,"Tatoeba (fin-eng)":4.27,"Tatoeba (fra-eng)":92.77,"Tatoeba (fry-eng)":25.34,"Tatoeba (gla-eng)":2.99,"Tatoeba (gle-eng)":3.96,"Tatoeba (glg-eng)":75.92,"Tatoeba (gsw-eng)":21.86,"Tatoeba (heb-eng)":0.69,"Tatoeba (hin-eng)":91.53,"Tatoeba (hrv-eng)":9.73,"Tatoeba (hsb-eng)":9.78,"Tatoeba (hun-eng)":4.3,"Tatoeba (hye-eng)":0.65,"Tatoeba (ido-eng)":39.15,"Tatoeba (ile-eng)":56.08,"Tatoeba (ina-eng)":74.59,"Tatoeba (ind-eng)":88.3,"Tatoeba (isl-eng)":5.46,"Tatoeba (ita-eng)":55.97,"Tatoeba (jav-eng)":18.6,"Tatoeba (jpn-eng)":65.97,"Tatoeba (kab-eng)":1.14,"Tatoeba (kat-eng)":0.91,"Tatoeba (kaz-eng)":4.7,"Tatoeba (khm-eng)":0.01,"Tatoeba (kor-eng)":12.56,"Tatoeba (kur-eng)":10.65,"Tatoeba (kzj-eng)":4.78,"Tatoeba (lat-eng)":27.65,"Tatoeba (lfn-eng)":41.94,"Tatoeba (lit-eng)":4.83,"Tatoeba (lvs-eng)":5.53,"Tatoeba (mal-eng)":85.56,"Tatoeba (mar-eng)":52.67,"Tatoeba (max-eng)":39.38,"Tatoeba (mhr-eng)":2.38,"Tatoeba (mkd-eng)":6.19,"Tatoeba (mon-eng)":4.79,"Tatoeba (nds-eng)":17.76,"Tatoeba (nld-eng)":25.15,"Tatoeba (nno-eng)":13.33,"Tatoeba (nob-eng)":17.67,"Tatoeba (nov-eng)":49.14,"Tatoeba (oci-eng)":39.02,"Tatoeba (orv-eng)":3.07,"Tatoeba (pam-eng)":5.68,"Tatoeba (pes-eng)":13.51,"Tatoeba (pms-eng)":27.6,"Tatoeba (pol-eng)":9.61,"Tatoeba (por-eng)":92.52,"Tatoeba (ron-eng)":23.2,"Tatoeba (rus-eng)":40.27,"Tatoeba (slk-eng)":8.52,"Tatoeba (slv-eng)":8.1,"Tatoeba (spa-eng)":96.05,"Tatoeba (sqi-eng)":12.07,"Tatoeba (srp-eng)":8.76,"Tatoeba (swe-eng)":14.94,"Tatoeba (swg-eng)":21.63,"Tatoeba (swh-eng)":16.31,"Tatoeba (tam-eng)":77.3,"Tatoeba (tat-eng)":2.86,"Tatoeba (tel-eng)":69.05,"Tatoeba (tgl-eng)":8.63,"Tatoeba (tha-eng)":1.64,"Tatoeba (tuk-eng)":5.14,"Tatoeba (tur-eng)":5.09,"Tatoeba (tzl-eng)":31.31,"Tatoeba (uig-eng)":1.68,"Tatoeba (ukr-eng)":14.32,"Tatoeba (urd-eng)":68.96,"Tatoeba (uzb-eng)":5.15,"Tatoeba (vie-eng)":94.57,"Tatoeba (war-eng)":8.07,"Tatoeba (wuu-eng)":81.18,"Tatoeba (xho-eng)":8.3,"Tatoeba (yid-eng)":0.12,"Tatoeba (yue-eng)":81.35,"Tatoeba (zsm-eng)":81.48}
{"index":30,"Rank":18,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/izhx\/udever-bloom-560m\">udever-bloom-560m<\/a>","Model Size (Million Parameters)":559,"Memory Usage (GB, fp32)":2.08,"Embedding Dimensions":1024,"Max Tokens":2048,"Average":24.03,"BUCC (de-en)":11.3,"BUCC (fr-en)":96.18,"BUCC (ru-en)":1.59,"BUCC (zh-en)":96.16,"Tatoeba (afr-eng)":9.01,"Tatoeba (amh-eng)":0.21,"Tatoeba (ang-eng)":13.31,"Tatoeba (ara-eng)":80.09,"Tatoeba (arq-eng)":16.16,"Tatoeba (arz-eng)":49.42,"Tatoeba (ast-eng)":59.96,"Tatoeba (awa-eng)":30.54,"Tatoeba (aze-eng)":3.44,"Tatoeba (bel-eng)":3.28,"Tatoeba (ben-eng)":70.14,"Tatoeba (ber-eng)":3.92,"Tatoeba (bos-eng)":9.17,"Tatoeba (bre-eng)":3.85,"Tatoeba (bul-eng)":4.58,"Tatoeba (cat-eng)":81.55,"Tatoeba (cbk-eng)":55.71,"Tatoeba (ceb-eng)":5.64,"Tatoeba (ces-eng)":3.76,"Tatoeba (cha-eng)":16.46,"Tatoeba (cmn-eng)":92.95,"Tatoeba (cor-eng)":3.13,"Tatoeba (csb-eng)":5.26,"Tatoeba (cym-eng)":5.87,"Tatoeba (dan-eng)":11.4,"Tatoeba (deu-eng)":29.34,"Tatoeba (dsb-eng)":5.83,"Tatoeba (dtp-eng)":3.37,"Tatoeba (ell-eng)":0.89,"Tatoeba (epo-eng)":13.42,"Tatoeba (est-eng)":3.08,"Tatoeba (eus-eng)":42.35,"Tatoeba (fao-eng)":8.3,"Tatoeba (fin-eng)":3.5,"Tatoeba (fra-eng)":91.65,"Tatoeba (fry-eng)":18.1,"Tatoeba (gla-eng)":2.73,"Tatoeba (gle-eng)":3.46,"Tatoeba (glg-eng)":69.26,"Tatoeba (gsw-eng)":17.5,"Tatoeba (heb-eng)":0.25,"Tatoeba (hin-eng)":85.35,"Tatoeba (hrv-eng)":6.27,"Tatoeba (hsb-eng)":6.8,"Tatoeba (hun-eng)":3.25,"Tatoeba (hye-eng)":0.23,"Tatoeba (ido-eng)":26.21,"Tatoeba (ile-eng)":44.24,"Tatoeba (ina-eng)":63.9,"Tatoeba (ind-eng)":85.46,"Tatoeba (isl-eng)":3.27,"Tatoeba (ita-eng)":37.29,"Tatoeba (jav-eng)":14.35,"Tatoeba (jpn-eng)":48.83,"Tatoeba (kab-eng)":0.89,"Tatoeba (kat-eng)":0.4,"Tatoeba (kaz-eng)":0.74,"Tatoeba (khm-eng)":0.15,"Tatoeba (kor-eng)":2.65,"Tatoeba (kur-eng)":6.48,"Tatoeba (kzj-eng)":3.39,"Tatoeba (lat-eng)":19.55,"Tatoeba (lfn-eng)":37.52,"Tatoeba (lit-eng)":3.17,"Tatoeba (lvs-eng)":3.53,"Tatoeba (mal-eng)":73.36,"Tatoeba (mar-eng)":47.23,"Tatoeba (max-eng)":33.46,"Tatoeba (mhr-eng)":0.44,"Tatoeba (mkd-eng)":2.77,"Tatoeba (mon-eng)":0.85,"Tatoeba (nds-eng)":11.83,"Tatoeba (nld-eng)":16.33,"Tatoeba (nno-eng)":8.05,"Tatoeba (nob-eng)":11.91,"Tatoeba (nov-eng)":38.78,"Tatoeba (oci-eng)":29.39,"Tatoeba (orv-eng)":0.54,"Tatoeba (pam-eng)":3.78,"Tatoeba (pes-eng)":5.87,"Tatoeba (pms-eng)":17.49,"Tatoeba (pol-eng)":5.63,"Tatoeba (por-eng)":92.08,"Tatoeba (ron-eng)":14.95,"Tatoeba (rus-eng)":25.22,"Tatoeba (slk-eng)":5.49,"Tatoeba (slv-eng)":5.41,"Tatoeba (spa-eng)":95.48,"Tatoeba (sqi-eng)":8.49,"Tatoeba (srp-eng)":4.55,"Tatoeba (swe-eng)":10.72,"Tatoeba (swg-eng)":16.44,"Tatoeba (swh-eng)":14.52,"Tatoeba (tam-eng)":62.26,"Tatoeba (tat-eng)":0.97,"Tatoeba (tel-eng)":35.84,"Tatoeba (tgl-eng)":6.52,"Tatoeba (tha-eng)":0.51,"Tatoeba (tuk-eng)":2.81,"Tatoeba (tur-eng)":3.49,"Tatoeba (tzl-eng)":14.52,"Tatoeba (uig-eng)":0.53,"Tatoeba (ukr-eng)":4.93,"Tatoeba (urd-eng)":61.62,"Tatoeba (uzb-eng)":2.54,"Tatoeba (vie-eng)":92.86,"Tatoeba (war-eng)":7.19,"Tatoeba (wuu-eng)":74.62,"Tatoeba (xho-eng)":4.83,"Tatoeba (yid-eng)":0.19,"Tatoeba (yue-eng)":74.35,"Tatoeba (zsm-eng)":74.89}
{"index":2,"Rank":19,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/ClayAtlas\/winberta-base\">winberta-base<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Embedding Dimensions":"","Max Tokens":"","Average":18.78,"BUCC (de-en)":9.26,"BUCC (fr-en)":17.41,"BUCC (ru-en)":51.97,"BUCC (zh-en)":88.7,"Tatoeba (afr-eng)":13.22,"Tatoeba (amh-eng)":5.75,"Tatoeba (ang-eng)":13.26,"Tatoeba (ara-eng)":19.56,"Tatoeba (arq-eng)":3.99,"Tatoeba (arz-eng)":11.42,"Tatoeba (ast-eng)":17.74,"Tatoeba (awa-eng)":16.75,"Tatoeba (aze-eng)":8.55,"Tatoeba (bel-eng)":24.34,"Tatoeba (ben-eng)":23.45,"Tatoeba (ber-eng)":2.49,"Tatoeba (bos-eng)":15.81,"Tatoeba (bre-eng)":3.22,"Tatoeba (bul-eng)":42.18,"Tatoeba (cat-eng)":15.96,"Tatoeba (cbk-eng)":10.95,"Tatoeba (ceb-eng)":4.8,"Tatoeba (ces-eng)":11.89,"Tatoeba (cha-eng)":9.11,"Tatoeba (cmn-eng)":86.26,"Tatoeba (cor-eng)":1.94,"Tatoeba (csb-eng)":7.17,"Tatoeba (cym-eng)":5.64,"Tatoeba (dan-eng)":26.0,"Tatoeba (deu-eng)":20.2,"Tatoeba (dsb-eng)":4.49,"Tatoeba (dtp-eng)":1.76,"Tatoeba (ell-eng)":9.5,"Tatoeba (epo-eng)":8.25,"Tatoeba (est-eng)":5.45,"Tatoeba (eus-eng)":7.38,"Tatoeba (fao-eng)":6.34,"Tatoeba (fin-eng)":13.53,"Tatoeba (fra-eng)":19.96,"Tatoeba (fry-eng)":19.03,"Tatoeba (gla-eng)":2.68,"Tatoeba (gle-eng)":3.65,"Tatoeba (glg-eng)":19.32,"Tatoeba (gsw-eng)":11.69,"Tatoeba (heb-eng)":30.26,"Tatoeba (hin-eng)":49.45,"Tatoeba (hrv-eng)":10.05,"Tatoeba (hsb-eng)":6.44,"Tatoeba (hun-eng)":14.77,"Tatoeba (hye-eng)":23.13,"Tatoeba (ido-eng)":11.78,"Tatoeba (ile-eng)":17.24,"Tatoeba (ina-eng)":23.22,"Tatoeba (ind-eng)":32.13,"Tatoeba (isl-eng)":7.49,"Tatoeba (ita-eng)":15.98,"Tatoeba (jav-eng)":6.74,"Tatoeba (jpn-eng)":52.34,"Tatoeba (kab-eng)":0.6,"Tatoeba (kat-eng)":33.0,"Tatoeba (kaz-eng)":16.97,"Tatoeba (khm-eng)":15.33,"Tatoeba (kor-eng)":48.19,"Tatoeba (kur-eng)":6.11,"Tatoeba (kzj-eng)":2.34,"Tatoeba (lat-eng)":7.87,"Tatoeba (lfn-eng)":8.76,"Tatoeba (lit-eng)":8.13,"Tatoeba (lvs-eng)":7.4,"Tatoeba (mal-eng)":36.61,"Tatoeba (mar-eng)":28.56,"Tatoeba (max-eng)":13.73,"Tatoeba (mhr-eng)":3.52,"Tatoeba (mkd-eng)":16.69,"Tatoeba (mon-eng)":24.85,"Tatoeba (nds-eng)":14.99,"Tatoeba (nld-eng)":29.41,"Tatoeba (nno-eng)":13.8,"Tatoeba (nob-eng)":27.89,"Tatoeba (nov-eng)":25.22,"Tatoeba (oci-eng)":6.69,"Tatoeba (orv-eng)":3.11,"Tatoeba (pam-eng)":3.09,"Tatoeba (pes-eng)":51.06,"Tatoeba (pms-eng)":9.27,"Tatoeba (pol-eng)":14.51,"Tatoeba (por-eng)":28.6,"Tatoeba (ron-eng)":17.36,"Tatoeba (rus-eng)":60.68,"Tatoeba (slk-eng)":14.05,"Tatoeba (slv-eng)":10.17,"Tatoeba (spa-eng)":28.19,"Tatoeba (sqi-eng)":15.83,"Tatoeba (srp-eng)":12.92,"Tatoeba (swe-eng)":21.75,"Tatoeba (swg-eng)":10.95,"Tatoeba (swh-eng)":6.37,"Tatoeba (tam-eng)":26.72,"Tatoeba (tat-eng)":2.51,"Tatoeba (tel-eng)":23.69,"Tatoeba (tgl-eng)":5.76,"Tatoeba (tha-eng)":60.21,"Tatoeba (tuk-eng)":4.02,"Tatoeba (tur-eng)":9.38,"Tatoeba (tzl-eng)":20.61,"Tatoeba (uig-eng)":2.65,"Tatoeba (ukr-eng)":39.8,"Tatoeba (urd-eng)":24.79,"Tatoeba (uzb-eng)":3.53,"Tatoeba (vie-eng)":49.56,"Tatoeba (war-eng)":4.84,"Tatoeba (wuu-eng)":73.25,"Tatoeba (xho-eng)":8.03,"Tatoeba (yid-eng)":2.26,"Tatoeba (yue-eng)":58.35,"Tatoeba (zsm-eng)":30.9}
{"index":14,"Rank":20,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/avsolatorio\/GIST-Embedding-v0\">GIST-Embedding-v0<\/a>","Model Size (Million Parameters)":109,"Memory Usage (GB, fp32)":0.41,"Embedding Dimensions":768,"Max Tokens":512,"Average":6.61,"BUCC (de-en)":14.99,"BUCC (fr-en)":32.42,"BUCC (ru-en)":0.18,"BUCC (zh-en)":2.76,"Tatoeba (afr-eng)":8.05,"Tatoeba (amh-eng)":0.67,"Tatoeba (ang-eng)":17.0,"Tatoeba (ara-eng)":0.3,"Tatoeba (arq-eng)":0.26,"Tatoeba (arz-eng)":0.0,"Tatoeba (ast-eng)":17.93,"Tatoeba (awa-eng)":0.29,"Tatoeba (aze-eng)":3.26,"Tatoeba (bel-eng)":0.96,"Tatoeba (ben-eng)":0.07,"Tatoeba (ber-eng)":5.21,"Tatoeba (bos-eng)":7.18,"Tatoeba (bre-eng)":3.81,"Tatoeba (bul-eng)":0.99,"Tatoeba (cat-eng)":15.52,"Tatoeba (cbk-eng)":14.09,"Tatoeba (ceb-eng)":4.59,"Tatoeba (ces-eng)":4.73,"Tatoeba (cha-eng)":14.16,"Tatoeba (cmn-eng)":2.89,"Tatoeba (cor-eng)":3.05,"Tatoeba (csb-eng)":6.64,"Tatoeba (cym-eng)":6.45,"Tatoeba (dan-eng)":10.06,"Tatoeba (deu-eng)":18.14,"Tatoeba (dsb-eng)":3.81,"Tatoeba (dtp-eng)":2.73,"Tatoeba (ell-eng)":0.5,"Tatoeba (epo-eng)":10.98,"Tatoeba (est-eng)":3.5,"Tatoeba (eus-eng)":7.35,"Tatoeba (fao-eng)":8.13,"Tatoeba (fin-eng)":3.62,"Tatoeba (fra-eng)":21.53,"Tatoeba (fry-eng)":14.62,"Tatoeba (gla-eng)":2.82,"Tatoeba (gle-eng)":2.38,"Tatoeba (glg-eng)":18.49,"Tatoeba (gsw-eng)":13.55,"Tatoeba (heb-eng)":0.1,"Tatoeba (hin-eng)":0.0,"Tatoeba (hrv-eng)":5.52,"Tatoeba (hsb-eng)":4.08,"Tatoeba (hun-eng)":4.68,"Tatoeba (hye-eng)":0.4,"Tatoeba (ido-eng)":17.46,"Tatoeba (ile-eng)":20.98,"Tatoeba (ina-eng)":31.39,"Tatoeba (ind-eng)":8.37,"Tatoeba (isl-eng)":4.15,"Tatoeba (ita-eng)":18.5,"Tatoeba (jav-eng)":5.54,"Tatoeba (jpn-eng)":1.58,"Tatoeba (kab-eng)":1.02,"Tatoeba (kat-eng)":0.28,"Tatoeba (kaz-eng)":0.58,"Tatoeba (khm-eng)":0.51,"Tatoeba (kor-eng)":0.5,"Tatoeba (kur-eng)":6.31,"Tatoeba (kzj-eng)":3.6,"Tatoeba (lat-eng)":11.38,"Tatoeba (lfn-eng)":12.55,"Tatoeba (lit-eng)":2.48,"Tatoeba (lvs-eng)":4.88,"Tatoeba (mal-eng)":0.4,"Tatoeba (mar-eng)":0.0,"Tatoeba (max-eng)":7.27,"Tatoeba (mhr-eng)":0.1,"Tatoeba (mkd-eng)":0.15,"Tatoeba (mon-eng)":1.44,"Tatoeba (nds-eng)":13.34,"Tatoeba (nld-eng)":12.37,"Tatoeba (nno-eng)":7.02,"Tatoeba (nob-eng)":10.3,"Tatoeba (nov-eng)":30.33,"Tatoeba (oci-eng)":11.98,"Tatoeba (orv-eng)":0.0,"Tatoeba (pam-eng)":4.85,"Tatoeba (pes-eng)":0.2,"Tatoeba (pms-eng)":11.4,"Tatoeba (pol-eng)":6.57,"Tatoeba (por-eng)":18.86,"Tatoeba (ron-eng)":10.94,"Tatoeba (rus-eng)":0.25,"Tatoeba (slk-eng)":5.63,"Tatoeba (slv-eng)":4.38,"Tatoeba (spa-eng)":18.97,"Tatoeba (sqi-eng)":6.3,"Tatoeba (srp-eng)":2.98,"Tatoeba (swe-eng)":8.47,"Tatoeba (swg-eng)":9.33,"Tatoeba (swh-eng)":6.9,"Tatoeba (tam-eng)":0.51,"Tatoeba (tat-eng)":0.81,"Tatoeba (tel-eng)":0.51,"Tatoeba (tgl-eng)":3.22,"Tatoeba (tha-eng)":1.0,"Tatoeba (tuk-eng)":3.48,"Tatoeba (tur-eng)":4.22,"Tatoeba (tzl-eng)":14.76,"Tatoeba (uig-eng)":0.21,"Tatoeba (ukr-eng)":0.78,"Tatoeba (urd-eng)":0.0,"Tatoeba (uzb-eng)":3.19,"Tatoeba (vie-eng)":5.28,"Tatoeba (war-eng)":5.48,"Tatoeba (wuu-eng)":2.62,"Tatoeba (xho-eng)":2.17,"Tatoeba (yid-eng)":0.3,"Tatoeba (yue-eng)":2.15,"Tatoeba (zsm-eng)":7.56}
{"index":1,"Rank":21,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/BAAI\/bge-m3\">bge-m3<\/a>","Model Size (Million Parameters)":567,"Memory Usage (GB, fp32)":2.11,"Embedding Dimensions":1024,"Max Tokens":8192,"Average":"","BUCC (de-en)":"","BUCC (fr-en)":"","BUCC (ru-en)":"","BUCC (zh-en)":"","Tatoeba (afr-eng)":"","Tatoeba (amh-eng)":"","Tatoeba (ang-eng)":"","Tatoeba (ara-eng)":"","Tatoeba (arq-eng)":"","Tatoeba (arz-eng)":"","Tatoeba (ast-eng)":"","Tatoeba (awa-eng)":"","Tatoeba (aze-eng)":"","Tatoeba (bel-eng)":"","Tatoeba (ben-eng)":"","Tatoeba (ber-eng)":"","Tatoeba (bos-eng)":"","Tatoeba (bre-eng)":"","Tatoeba (bul-eng)":"","Tatoeba (cat-eng)":"","Tatoeba (cbk-eng)":"","Tatoeba (ceb-eng)":"","Tatoeba (ces-eng)":"","Tatoeba (cha-eng)":"","Tatoeba (cmn-eng)":"","Tatoeba (cor-eng)":"","Tatoeba (csb-eng)":"","Tatoeba (cym-eng)":"","Tatoeba (dan-eng)":"","Tatoeba (deu-eng)":"","Tatoeba (dsb-eng)":"","Tatoeba (dtp-eng)":"","Tatoeba (ell-eng)":"","Tatoeba (epo-eng)":"","Tatoeba (est-eng)":"","Tatoeba (eus-eng)":"","Tatoeba (fao-eng)":"","Tatoeba (fin-eng)":"","Tatoeba (fra-eng)":"","Tatoeba (fry-eng)":"","Tatoeba (gla-eng)":"","Tatoeba (gle-eng)":"","Tatoeba (glg-eng)":"","Tatoeba (gsw-eng)":"","Tatoeba (heb-eng)":"","Tatoeba (hin-eng)":"","Tatoeba (hrv-eng)":"","Tatoeba (hsb-eng)":"","Tatoeba (hun-eng)":"","Tatoeba (hye-eng)":"","Tatoeba (ido-eng)":"","Tatoeba (ile-eng)":"","Tatoeba (ina-eng)":"","Tatoeba (ind-eng)":"","Tatoeba (isl-eng)":"","Tatoeba (ita-eng)":"","Tatoeba (jav-eng)":"","Tatoeba (jpn-eng)":"","Tatoeba (kab-eng)":"","Tatoeba (kat-eng)":"","Tatoeba (kaz-eng)":"","Tatoeba (khm-eng)":"","Tatoeba (kor-eng)":"","Tatoeba (kur-eng)":"","Tatoeba (kzj-eng)":"","Tatoeba (lat-eng)":"","Tatoeba (lfn-eng)":"","Tatoeba (lit-eng)":"","Tatoeba (lvs-eng)":"","Tatoeba (mal-eng)":"","Tatoeba (mar-eng)":"","Tatoeba (max-eng)":"","Tatoeba (mhr-eng)":"","Tatoeba (mkd-eng)":"","Tatoeba (mon-eng)":"","Tatoeba (nds-eng)":"","Tatoeba (nld-eng)":"","Tatoeba (nno-eng)":"","Tatoeba (nob-eng)":"","Tatoeba (nov-eng)":"","Tatoeba (oci-eng)":"","Tatoeba (orv-eng)":"","Tatoeba (pam-eng)":"","Tatoeba (pes-eng)":"","Tatoeba (pms-eng)":"","Tatoeba (pol-eng)":"","Tatoeba (por-eng)":"","Tatoeba (ron-eng)":"","Tatoeba (rus-eng)":93.42,"Tatoeba (slk-eng)":"","Tatoeba (slv-eng)":"","Tatoeba (spa-eng)":"","Tatoeba (sqi-eng)":"","Tatoeba (srp-eng)":"","Tatoeba (swe-eng)":"","Tatoeba (swg-eng)":"","Tatoeba (swh-eng)":"","Tatoeba (tam-eng)":"","Tatoeba (tat-eng)":"","Tatoeba (tel-eng)":"","Tatoeba (tgl-eng)":"","Tatoeba (tha-eng)":"","Tatoeba (tuk-eng)":"","Tatoeba (tur-eng)":"","Tatoeba (tzl-eng)":"","Tatoeba (uig-eng)":"","Tatoeba (ukr-eng)":"","Tatoeba (urd-eng)":"","Tatoeba (uzb-eng)":"","Tatoeba (vie-eng)":"","Tatoeba (war-eng)":"","Tatoeba (wuu-eng)":"","Tatoeba (xho-eng)":"","Tatoeba (yid-eng)":"","Tatoeba (yue-eng)":"","Tatoeba (zsm-eng)":""}
{"index":3,"Rank":22,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/DMetaSoul\/sbert-chinese-general-v1\">sbert-chinese-general-v1<\/a>","Model Size (Million Parameters)":102,"Memory Usage (GB, fp32)":0.38,"Embedding Dimensions":768,"Max Tokens":512,"Average":"","BUCC (de-en)":"","BUCC (fr-en)":"","BUCC (ru-en)":"","BUCC (zh-en)":9.35,"Tatoeba (afr-eng)":"","Tatoeba (amh-eng)":"","Tatoeba (ang-eng)":"","Tatoeba (ara-eng)":"","Tatoeba (arq-eng)":"","Tatoeba (arz-eng)":"","Tatoeba (ast-eng)":"","Tatoeba (awa-eng)":"","Tatoeba (aze-eng)":"","Tatoeba (bel-eng)":"","Tatoeba (ben-eng)":"","Tatoeba (ber-eng)":"","Tatoeba (bos-eng)":"","Tatoeba (bre-eng)":"","Tatoeba (bul-eng)":"","Tatoeba (cat-eng)":"","Tatoeba (cbk-eng)":"","Tatoeba (ceb-eng)":"","Tatoeba (ces-eng)":"","Tatoeba (cha-eng)":"","Tatoeba (cmn-eng)":"","Tatoeba (cor-eng)":"","Tatoeba (csb-eng)":"","Tatoeba (cym-eng)":"","Tatoeba (dan-eng)":"","Tatoeba (deu-eng)":"","Tatoeba (dsb-eng)":"","Tatoeba (dtp-eng)":"","Tatoeba (ell-eng)":"","Tatoeba (epo-eng)":"","Tatoeba (est-eng)":"","Tatoeba (eus-eng)":"","Tatoeba (fao-eng)":"","Tatoeba (fin-eng)":"","Tatoeba (fra-eng)":"","Tatoeba (fry-eng)":"","Tatoeba (gla-eng)":"","Tatoeba (gle-eng)":"","Tatoeba (glg-eng)":"","Tatoeba (gsw-eng)":"","Tatoeba (heb-eng)":"","Tatoeba (hin-eng)":"","Tatoeba (hrv-eng)":"","Tatoeba (hsb-eng)":"","Tatoeba (hun-eng)":"","Tatoeba (hye-eng)":"","Tatoeba (ido-eng)":"","Tatoeba (ile-eng)":"","Tatoeba (ina-eng)":"","Tatoeba (ind-eng)":"","Tatoeba (isl-eng)":"","Tatoeba (ita-eng)":"","Tatoeba (jav-eng)":"","Tatoeba (jpn-eng)":"","Tatoeba (kab-eng)":"","Tatoeba (kat-eng)":"","Tatoeba (kaz-eng)":"","Tatoeba (khm-eng)":"","Tatoeba (kor-eng)":"","Tatoeba (kur-eng)":"","Tatoeba (kzj-eng)":"","Tatoeba (lat-eng)":"","Tatoeba (lfn-eng)":"","Tatoeba (lit-eng)":"","Tatoeba (lvs-eng)":"","Tatoeba (mal-eng)":"","Tatoeba (mar-eng)":"","Tatoeba (max-eng)":"","Tatoeba (mhr-eng)":"","Tatoeba (mkd-eng)":"","Tatoeba (mon-eng)":"","Tatoeba (nds-eng)":"","Tatoeba (nld-eng)":"","Tatoeba (nno-eng)":"","Tatoeba (nob-eng)":"","Tatoeba (nov-eng)":"","Tatoeba (oci-eng)":"","Tatoeba (orv-eng)":"","Tatoeba (pam-eng)":"","Tatoeba (pes-eng)":"","Tatoeba (pms-eng)":"","Tatoeba (pol-eng)":"","Tatoeba (por-eng)":"","Tatoeba (ron-eng)":"","Tatoeba (rus-eng)":"","Tatoeba (slk-eng)":"","Tatoeba (slv-eng)":"","Tatoeba (spa-eng)":"","Tatoeba (sqi-eng)":"","Tatoeba (srp-eng)":"","Tatoeba (swe-eng)":"","Tatoeba (swg-eng)":"","Tatoeba (swh-eng)":"","Tatoeba (tam-eng)":"","Tatoeba (tat-eng)":"","Tatoeba (tel-eng)":"","Tatoeba (tgl-eng)":"","Tatoeba (tha-eng)":"","Tatoeba (tuk-eng)":"","Tatoeba (tur-eng)":"","Tatoeba (tzl-eng)":"","Tatoeba (uig-eng)":"","Tatoeba (ukr-eng)":"","Tatoeba (urd-eng)":"","Tatoeba (uzb-eng)":"","Tatoeba (vie-eng)":"","Tatoeba (war-eng)":"","Tatoeba (wuu-eng)":"","Tatoeba (xho-eng)":"","Tatoeba (yid-eng)":"","Tatoeba (yue-eng)":"","Tatoeba (zsm-eng)":""}
{"index":4,"Rank":23,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/DeepPavlov\/distilrubert-small-cased-conversational\">distilrubert-small-cased-conversational<\/a>","Model Size (Million Parameters)":106,"Memory Usage (GB, fp32)":0.39,"Embedding Dimensions":768,"Max Tokens":512,"Average":"","BUCC (de-en)":"","BUCC (fr-en)":"","BUCC (ru-en)":"","BUCC (zh-en)":"","Tatoeba (afr-eng)":"","Tatoeba (amh-eng)":"","Tatoeba (ang-eng)":"","Tatoeba (ara-eng)":"","Tatoeba (arq-eng)":"","Tatoeba (arz-eng)":"","Tatoeba (ast-eng)":"","Tatoeba (awa-eng)":"","Tatoeba (aze-eng)":"","Tatoeba (bel-eng)":"","Tatoeba (ben-eng)":"","Tatoeba (ber-eng)":"","Tatoeba (bos-eng)":"","Tatoeba (bre-eng)":"","Tatoeba (bul-eng)":"","Tatoeba (cat-eng)":"","Tatoeba (cbk-eng)":"","Tatoeba (ceb-eng)":"","Tatoeba (ces-eng)":"","Tatoeba (cha-eng)":"","Tatoeba (cmn-eng)":"","Tatoeba (cor-eng)":"","Tatoeba (csb-eng)":"","Tatoeba (cym-eng)":"","Tatoeba (dan-eng)":"","Tatoeba (deu-eng)":"","Tatoeba (dsb-eng)":"","Tatoeba (dtp-eng)":"","Tatoeba (ell-eng)":"","Tatoeba (epo-eng)":"","Tatoeba (est-eng)":"","Tatoeba (eus-eng)":"","Tatoeba (fao-eng)":"","Tatoeba (fin-eng)":"","Tatoeba (fra-eng)":"","Tatoeba (fry-eng)":"","Tatoeba (gla-eng)":"","Tatoeba (gle-eng)":"","Tatoeba (glg-eng)":"","Tatoeba (gsw-eng)":"","Tatoeba (heb-eng)":"","Tatoeba (hin-eng)":"","Tatoeba (hrv-eng)":"","Tatoeba (hsb-eng)":"","Tatoeba (hun-eng)":"","Tatoeba (hye-eng)":"","Tatoeba (ido-eng)":"","Tatoeba (ile-eng)":"","Tatoeba (ina-eng)":"","Tatoeba (ind-eng)":"","Tatoeba (isl-eng)":"","Tatoeba (ita-eng)":"","Tatoeba (jav-eng)":"","Tatoeba (jpn-eng)":"","Tatoeba (kab-eng)":"","Tatoeba (kat-eng)":"","Tatoeba (kaz-eng)":"","Tatoeba (khm-eng)":"","Tatoeba (kor-eng)":"","Tatoeba (kur-eng)":"","Tatoeba (kzj-eng)":"","Tatoeba (lat-eng)":"","Tatoeba (lfn-eng)":"","Tatoeba (lit-eng)":"","Tatoeba (lvs-eng)":"","Tatoeba (mal-eng)":"","Tatoeba (mar-eng)":"","Tatoeba (max-eng)":"","Tatoeba (mhr-eng)":"","Tatoeba (mkd-eng)":"","Tatoeba (mon-eng)":"","Tatoeba (nds-eng)":"","Tatoeba (nld-eng)":"","Tatoeba (nno-eng)":"","Tatoeba (nob-eng)":"","Tatoeba (nov-eng)":"","Tatoeba (oci-eng)":"","Tatoeba (orv-eng)":"","Tatoeba (pam-eng)":"","Tatoeba (pes-eng)":"","Tatoeba (pms-eng)":"","Tatoeba (pol-eng)":"","Tatoeba (por-eng)":"","Tatoeba (ron-eng)":"","Tatoeba (rus-eng)":24.16,"Tatoeba (slk-eng)":"","Tatoeba (slv-eng)":"","Tatoeba (spa-eng)":"","Tatoeba (sqi-eng)":"","Tatoeba (srp-eng)":"","Tatoeba (swe-eng)":"","Tatoeba (swg-eng)":"","Tatoeba (swh-eng)":"","Tatoeba (tam-eng)":"","Tatoeba (tat-eng)":"","Tatoeba (tel-eng)":"","Tatoeba (tgl-eng)":"","Tatoeba (tha-eng)":"","Tatoeba (tuk-eng)":"","Tatoeba (tur-eng)":"","Tatoeba (tzl-eng)":"","Tatoeba (uig-eng)":"","Tatoeba (ukr-eng)":"","Tatoeba (urd-eng)":"","Tatoeba (uzb-eng)":"","Tatoeba (vie-eng)":"","Tatoeba (war-eng)":"","Tatoeba (wuu-eng)":"","Tatoeba (xho-eng)":"","Tatoeba (yid-eng)":"","Tatoeba (yue-eng)":"","Tatoeba (zsm-eng)":""}
{"index":5,"Rank":24,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/DeepPavlov\/rubert-base-cased\">rubert-base-cased<\/a>","Model Size (Million Parameters)":180,"Memory Usage (GB, fp32)":0.67,"Embedding Dimensions":768,"Max Tokens":512,"Average":"","BUCC (de-en)":"","BUCC (fr-en)":"","BUCC (ru-en)":"","BUCC (zh-en)":"","Tatoeba (afr-eng)":"","Tatoeba (amh-eng)":"","Tatoeba (ang-eng)":"","Tatoeba (ara-eng)":"","Tatoeba (arq-eng)":"","Tatoeba (arz-eng)":"","Tatoeba (ast-eng)":"","Tatoeba (awa-eng)":"","Tatoeba (aze-eng)":"","Tatoeba (bel-eng)":"","Tatoeba (ben-eng)":"","Tatoeba (ber-eng)":"","Tatoeba (bos-eng)":"","Tatoeba (bre-eng)":"","Tatoeba (bul-eng)":"","Tatoeba (cat-eng)":"","Tatoeba (cbk-eng)":"","Tatoeba (ceb-eng)":"","Tatoeba (ces-eng)":"","Tatoeba (cha-eng)":"","Tatoeba (cmn-eng)":"","Tatoeba (cor-eng)":"","Tatoeba (csb-eng)":"","Tatoeba (cym-eng)":"","Tatoeba (dan-eng)":"","Tatoeba (deu-eng)":"","Tatoeba (dsb-eng)":"","Tatoeba (dtp-eng)":"","Tatoeba (ell-eng)":"","Tatoeba (epo-eng)":"","Tatoeba (est-eng)":"","Tatoeba (eus-eng)":"","Tatoeba (fao-eng)":"","Tatoeba (fin-eng)":"","Tatoeba (fra-eng)":"","Tatoeba (fry-eng)":"","Tatoeba (gla-eng)":"","Tatoeba (gle-eng)":"","Tatoeba (glg-eng)":"","Tatoeba (gsw-eng)":"","Tatoeba (heb-eng)":"","Tatoeba (hin-eng)":"","Tatoeba (hrv-eng)":"","Tatoeba (hsb-eng)":"","Tatoeba (hun-eng)":"","Tatoeba (hye-eng)":"","Tatoeba (ido-eng)":"","Tatoeba (ile-eng)":"","Tatoeba (ina-eng)":"","Tatoeba (ind-eng)":"","Tatoeba (isl-eng)":"","Tatoeba (ita-eng)":"","Tatoeba (jav-eng)":"","Tatoeba (jpn-eng)":"","Tatoeba (kab-eng)":"","Tatoeba (kat-eng)":"","Tatoeba (kaz-eng)":"","Tatoeba (khm-eng)":"","Tatoeba (kor-eng)":"","Tatoeba (kur-eng)":"","Tatoeba (kzj-eng)":"","Tatoeba (lat-eng)":"","Tatoeba (lfn-eng)":"","Tatoeba (lit-eng)":"","Tatoeba (lvs-eng)":"","Tatoeba (mal-eng)":"","Tatoeba (mar-eng)":"","Tatoeba (max-eng)":"","Tatoeba (mhr-eng)":"","Tatoeba (mkd-eng)":"","Tatoeba (mon-eng)":"","Tatoeba (nds-eng)":"","Tatoeba (nld-eng)":"","Tatoeba (nno-eng)":"","Tatoeba (nob-eng)":"","Tatoeba (nov-eng)":"","Tatoeba (oci-eng)":"","Tatoeba (orv-eng)":"","Tatoeba (pam-eng)":"","Tatoeba (pes-eng)":"","Tatoeba (pms-eng)":"","Tatoeba (pol-eng)":"","Tatoeba (por-eng)":"","Tatoeba (ron-eng)":"","Tatoeba (rus-eng)":16.76,"Tatoeba (slk-eng)":"","Tatoeba (slv-eng)":"","Tatoeba (spa-eng)":"","Tatoeba (sqi-eng)":"","Tatoeba (srp-eng)":"","Tatoeba (swe-eng)":"","Tatoeba (swg-eng)":"","Tatoeba (swh-eng)":"","Tatoeba (tam-eng)":"","Tatoeba (tat-eng)":"","Tatoeba (tel-eng)":"","Tatoeba (tgl-eng)":"","Tatoeba (tha-eng)":"","Tatoeba (tuk-eng)":"","Tatoeba (tur-eng)":"","Tatoeba (tzl-eng)":"","Tatoeba (uig-eng)":"","Tatoeba (ukr-eng)":"","Tatoeba (urd-eng)":"","Tatoeba (uzb-eng)":"","Tatoeba (vie-eng)":"","Tatoeba (war-eng)":"","Tatoeba (wuu-eng)":"","Tatoeba (xho-eng)":"","Tatoeba (yid-eng)":"","Tatoeba (yue-eng)":"","Tatoeba (zsm-eng)":""}
{"index":6,"Rank":25,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/DeepPavlov\/rubert-base-cased-sentence\">rubert-base-cased-sentence<\/a>","Model Size (Million Parameters)":180,"Memory Usage (GB, fp32)":0.67,"Embedding Dimensions":768,"Max Tokens":512,"Average":"","BUCC (de-en)":"","BUCC (fr-en)":"","BUCC (ru-en)":"","BUCC (zh-en)":"","Tatoeba (afr-eng)":"","Tatoeba (amh-eng)":"","Tatoeba (ang-eng)":"","Tatoeba (ara-eng)":"","Tatoeba (arq-eng)":"","Tatoeba (arz-eng)":"","Tatoeba (ast-eng)":"","Tatoeba (awa-eng)":"","Tatoeba (aze-eng)":"","Tatoeba (bel-eng)":"","Tatoeba (ben-eng)":"","Tatoeba (ber-eng)":"","Tatoeba (bos-eng)":"","Tatoeba (bre-eng)":"","Tatoeba (bul-eng)":"","Tatoeba (cat-eng)":"","Tatoeba (cbk-eng)":"","Tatoeba (ceb-eng)":"","Tatoeba (ces-eng)":"","Tatoeba (cha-eng)":"","Tatoeba (cmn-eng)":"","Tatoeba (cor-eng)":"","Tatoeba (csb-eng)":"","Tatoeba (cym-eng)":"","Tatoeba (dan-eng)":"","Tatoeba (deu-eng)":"","Tatoeba (dsb-eng)":"","Tatoeba (dtp-eng)":"","Tatoeba (ell-eng)":"","Tatoeba (epo-eng)":"","Tatoeba (est-eng)":"","Tatoeba (eus-eng)":"","Tatoeba (fao-eng)":"","Tatoeba (fin-eng)":"","Tatoeba (fra-eng)":"","Tatoeba (fry-eng)":"","Tatoeba (gla-eng)":"","Tatoeba (gle-eng)":"","Tatoeba (glg-eng)":"","Tatoeba (gsw-eng)":"","Tatoeba (heb-eng)":"","Tatoeba (hin-eng)":"","Tatoeba (hrv-eng)":"","Tatoeba (hsb-eng)":"","Tatoeba (hun-eng)":"","Tatoeba (hye-eng)":"","Tatoeba (ido-eng)":"","Tatoeba (ile-eng)":"","Tatoeba (ina-eng)":"","Tatoeba (ind-eng)":"","Tatoeba (isl-eng)":"","Tatoeba (ita-eng)":"","Tatoeba (jav-eng)":"","Tatoeba (jpn-eng)":"","Tatoeba (kab-eng)":"","Tatoeba (kat-eng)":"","Tatoeba (kaz-eng)":"","Tatoeba (khm-eng)":"","Tatoeba (kor-eng)":"","Tatoeba (kur-eng)":"","Tatoeba (kzj-eng)":"","Tatoeba (lat-eng)":"","Tatoeba (lfn-eng)":"","Tatoeba (lit-eng)":"","Tatoeba (lvs-eng)":"","Tatoeba (mal-eng)":"","Tatoeba (mar-eng)":"","Tatoeba (max-eng)":"","Tatoeba (mhr-eng)":"","Tatoeba (mkd-eng)":"","Tatoeba (mon-eng)":"","Tatoeba (nds-eng)":"","Tatoeba (nld-eng)":"","Tatoeba (nno-eng)":"","Tatoeba (nob-eng)":"","Tatoeba (nov-eng)":"","Tatoeba (oci-eng)":"","Tatoeba (orv-eng)":"","Tatoeba (pam-eng)":"","Tatoeba (pes-eng)":"","Tatoeba (pms-eng)":"","Tatoeba (pol-eng)":"","Tatoeba (por-eng)":"","Tatoeba (ron-eng)":"","Tatoeba (rus-eng)":20.26,"Tatoeba (slk-eng)":"","Tatoeba (slv-eng)":"","Tatoeba (spa-eng)":"","Tatoeba (sqi-eng)":"","Tatoeba (srp-eng)":"","Tatoeba (swe-eng)":"","Tatoeba (swg-eng)":"","Tatoeba (swh-eng)":"","Tatoeba (tam-eng)":"","Tatoeba (tat-eng)":"","Tatoeba (tel-eng)":"","Tatoeba (tgl-eng)":"","Tatoeba (tha-eng)":"","Tatoeba (tuk-eng)":"","Tatoeba (tur-eng)":"","Tatoeba (tzl-eng)":"","Tatoeba (uig-eng)":"","Tatoeba (ukr-eng)":"","Tatoeba (urd-eng)":"","Tatoeba (uzb-eng)":"","Tatoeba (vie-eng)":"","Tatoeba (war-eng)":"","Tatoeba (wuu-eng)":"","Tatoeba (xho-eng)":"","Tatoeba (yid-eng)":"","Tatoeba (yue-eng)":"","Tatoeba (zsm-eng)":""}
{"index":7,"Rank":26,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/GritLM\/GritLM-7B\">GritLM-7B<\/a>","Model Size (Million Parameters)":7240,"Memory Usage (GB, fp32)":26.97,"Embedding Dimensions":"","Max Tokens":4096,"Average":"","BUCC (de-en)":"","BUCC (fr-en)":"","BUCC (ru-en)":"","BUCC (zh-en)":"","Tatoeba (afr-eng)":91.82,"Tatoeba (amh-eng)":11.66,"Tatoeba (ang-eng)":83.83,"Tatoeba (ara-eng)":89.5,"Tatoeba (arq-eng)":43.42,"Tatoeba (arz-eng)":68.47,"Tatoeba (ast-eng)":86.35,"Tatoeba (awa-eng)":70.28,"Tatoeba (aze-eng)":82.05,"Tatoeba (bel-eng)":90.07,"Tatoeba (ben-eng)":78.41,"Tatoeba (ber-eng)":7.88,"Tatoeba (bos-eng)":95.9,"Tatoeba (bre-eng)":19.19,"Tatoeba (bul-eng)":93.5,"Tatoeba (cat-eng)":94.15,"Tatoeba (cbk-eng)":83.83,"Tatoeba (ceb-eng)":45.91,"Tatoeba (ces-eng)":96.03,"Tatoeba (cha-eng)":47.58,"Tatoeba (cmn-eng)":95.48,"Tatoeba (cor-eng)":10.97,"Tatoeba (csb-eng)":69.78,"Tatoeba (cym-eng)":75.08,"Tatoeba (dan-eng)":95.6,"Tatoeba (deu-eng)":99.47,"Tatoeba (dsb-eng)":69.41,"Tatoeba (dtp-eng)":10.77,"Tatoeba (ell-eng)":91.56,"Tatoeba (epo-eng)":90.0,"Tatoeba (est-eng)":69.22,"Tatoeba (eus-eng)":44.09,"Tatoeba (fao-eng)":83.02,"Tatoeba (fin-eng)":93.35,"Tatoeba (fra-eng)":94.5,"Tatoeba (fry-eng)":73.7,"Tatoeba (gla-eng)":65.28,"Tatoeba (gle-eng)":71.65,"Tatoeba (glg-eng)":94.18,"Tatoeba (gsw-eng)":59.66,"Tatoeba (heb-eng)":82.14,"Tatoeba (hin-eng)":93.86,"Tatoeba (hrv-eng)":95.43,"Tatoeba (hsb-eng)":79.62,"Tatoeba (hun-eng)":94.2,"Tatoeba (hye-eng)":54.7,"Tatoeba (ido-eng)":82.17,"Tatoeba (ile-eng)":91.1,"Tatoeba (ina-eng)":96.35,"Tatoeba (ind-eng)":93.53,"Tatoeba (isl-eng)":88.47,"Tatoeba (ita-eng)":94.54,"Tatoeba (jav-eng)":40.36,"Tatoeba (jpn-eng)":95.58,"Tatoeba (kab-eng)":3.21,"Tatoeba (kat-eng)":58.44,"Tatoeba (kaz-eng)":47.61,"Tatoeba (khm-eng)":32.74,"Tatoeba (kor-eng)":91.4,"Tatoeba (kur-eng)":35.06,"Tatoeba (kzj-eng)":12.2,"Tatoeba (lat-eng)":91.56,"Tatoeba (lfn-eng)":79.93,"Tatoeba (lit-eng)":77.91,"Tatoeba (lvs-eng)":72.89,"Tatoeba (mal-eng)":52.3,"Tatoeba (mar-eng)":68.94,"Tatoeba (max-eng)":66.33,"Tatoeba (mhr-eng)":13.31,"Tatoeba (mkd-eng)":88.68,"Tatoeba (mon-eng)":38.62,"Tatoeba (nds-eng)":82.66,"Tatoeba (nld-eng)":96.35,"Tatoeba (nno-eng)":90.49,"Tatoeba (nob-eng)":98.0,"Tatoeba (nov-eng)":78.53,"Tatoeba (oci-eng)":71.66,"Tatoeba (orv-eng)":63.76,"Tatoeba (pam-eng)":15.22,"Tatoeba (pes-eng)":90.25,"Tatoeba (pms-eng)":70.24,"Tatoeba (pol-eng)":97.35,"Tatoeba (por-eng)":94.45,"Tatoeba (ron-eng)":94.53,"Tatoeba (rus-eng)":93.93,"Tatoeba (slk-eng)":93.92,"Tatoeba (slv-eng)":91.48,"Tatoeba (spa-eng)":98.62,"Tatoeba (sqi-eng)":73.59,"Tatoeba (srp-eng)":94.23,"Tatoeba (swe-eng)":94.95,"Tatoeba (swg-eng)":73.87,"Tatoeba (swh-eng)":64.97,"Tatoeba (tam-eng)":66.66,"Tatoeba (tat-eng)":39.47,"Tatoeba (tel-eng)":37.93,"Tatoeba (tgl-eng)":94.29,"Tatoeba (tha-eng)":92.55,"Tatoeba (tuk-eng)":48.38,"Tatoeba (tur-eng)":95.13,"Tatoeba (tzl-eng)":62.95,"Tatoeba (uig-eng)":40.4,"Tatoeba (ukr-eng)":94.35,"Tatoeba (urd-eng)":83.82,"Tatoeba (uzb-eng)":59.94,"Tatoeba (vie-eng)":96.18,"Tatoeba (war-eng)":41.74,"Tatoeba (wuu-eng)":90.31,"Tatoeba (xho-eng)":42.31,"Tatoeba (yid-eng)":31.64,"Tatoeba (yue-eng)":88.43,"Tatoeba (zsm-eng)":93.39}
{"index":9,"Rank":27,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/MAY-A\/jina-embeddings-v2-base-de-Q5_K_M-GGUF\">jina-embeddings-v2-base-de-Q5_K_M-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Embedding Dimensions":"","Max Tokens":"","Average":"","BUCC (de-en)":98.87,"BUCC (fr-en)":"","BUCC (ru-en)":"","BUCC (zh-en)":"","Tatoeba (afr-eng)":"","Tatoeba (amh-eng)":"","Tatoeba (ang-eng)":"","Tatoeba (ara-eng)":"","Tatoeba (arq-eng)":"","Tatoeba (arz-eng)":"","Tatoeba (ast-eng)":"","Tatoeba (awa-eng)":"","Tatoeba (aze-eng)":"","Tatoeba (bel-eng)":"","Tatoeba (ben-eng)":"","Tatoeba (ber-eng)":"","Tatoeba (bos-eng)":"","Tatoeba (bre-eng)":"","Tatoeba (bul-eng)":"","Tatoeba (cat-eng)":"","Tatoeba (cbk-eng)":"","Tatoeba (ceb-eng)":"","Tatoeba (ces-eng)":"","Tatoeba (cha-eng)":"","Tatoeba (cmn-eng)":"","Tatoeba (cor-eng)":"","Tatoeba (csb-eng)":"","Tatoeba (cym-eng)":"","Tatoeba (dan-eng)":"","Tatoeba (deu-eng)":"","Tatoeba (dsb-eng)":"","Tatoeba (dtp-eng)":"","Tatoeba (ell-eng)":"","Tatoeba (epo-eng)":"","Tatoeba (est-eng)":"","Tatoeba (eus-eng)":"","Tatoeba (fao-eng)":"","Tatoeba (fin-eng)":"","Tatoeba (fra-eng)":"","Tatoeba (fry-eng)":"","Tatoeba (gla-eng)":"","Tatoeba (gle-eng)":"","Tatoeba (glg-eng)":"","Tatoeba (gsw-eng)":"","Tatoeba (heb-eng)":"","Tatoeba (hin-eng)":"","Tatoeba (hrv-eng)":"","Tatoeba (hsb-eng)":"","Tatoeba (hun-eng)":"","Tatoeba (hye-eng)":"","Tatoeba (ido-eng)":"","Tatoeba (ile-eng)":"","Tatoeba (ina-eng)":"","Tatoeba (ind-eng)":"","Tatoeba (isl-eng)":"","Tatoeba (ita-eng)":"","Tatoeba (jav-eng)":"","Tatoeba (jpn-eng)":"","Tatoeba (kab-eng)":"","Tatoeba (kat-eng)":"","Tatoeba (kaz-eng)":"","Tatoeba (khm-eng)":"","Tatoeba (kor-eng)":"","Tatoeba (kur-eng)":"","Tatoeba (kzj-eng)":"","Tatoeba (lat-eng)":"","Tatoeba (lfn-eng)":"","Tatoeba (lit-eng)":"","Tatoeba (lvs-eng)":"","Tatoeba (mal-eng)":"","Tatoeba (mar-eng)":"","Tatoeba (max-eng)":"","Tatoeba (mhr-eng)":"","Tatoeba (mkd-eng)":"","Tatoeba (mon-eng)":"","Tatoeba (nds-eng)":"","Tatoeba (nld-eng)":"","Tatoeba (nno-eng)":"","Tatoeba (nob-eng)":"","Tatoeba (nov-eng)":"","Tatoeba (oci-eng)":"","Tatoeba (orv-eng)":"","Tatoeba (pam-eng)":"","Tatoeba (pes-eng)":"","Tatoeba (pms-eng)":"","Tatoeba (pol-eng)":"","Tatoeba (por-eng)":"","Tatoeba (ron-eng)":"","Tatoeba (rus-eng)":"","Tatoeba (slk-eng)":"","Tatoeba (slv-eng)":"","Tatoeba (spa-eng)":"","Tatoeba (sqi-eng)":"","Tatoeba (srp-eng)":"","Tatoeba (swe-eng)":"","Tatoeba (swg-eng)":"","Tatoeba (swh-eng)":"","Tatoeba (tam-eng)":"","Tatoeba (tat-eng)":"","Tatoeba (tel-eng)":"","Tatoeba (tgl-eng)":"","Tatoeba (tha-eng)":"","Tatoeba (tuk-eng)":"","Tatoeba (tur-eng)":"","Tatoeba (tzl-eng)":"","Tatoeba (uig-eng)":"","Tatoeba (ukr-eng)":"","Tatoeba (urd-eng)":"","Tatoeba (uzb-eng)":"","Tatoeba (vie-eng)":"","Tatoeba (war-eng)":"","Tatoeba (wuu-eng)":"","Tatoeba (xho-eng)":"","Tatoeba (yid-eng)":"","Tatoeba (yue-eng)":"","Tatoeba (zsm-eng)":""}
{"index":11,"Rank":28,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/Muennighoff\/SGPT-125M-weightedmean-nli-bitfit\">SGPT-125M-weightedmean-nli-bitfit<\/a>","Model Size (Million Parameters)":138,"Memory Usage (GB, fp32)":0.51,"Embedding Dimensions":768,"Max Tokens":2048,"Average":"","BUCC (de-en)":1.09,"BUCC (fr-en)":0.02,"BUCC (ru-en)":0.0,"BUCC (zh-en)":0.0,"Tatoeba (afr-eng)":"","Tatoeba (amh-eng)":"","Tatoeba (ang-eng)":"","Tatoeba (ara-eng)":"","Tatoeba (arq-eng)":"","Tatoeba (arz-eng)":"","Tatoeba (ast-eng)":"","Tatoeba (awa-eng)":"","Tatoeba (aze-eng)":"","Tatoeba (bel-eng)":"","Tatoeba (ben-eng)":"","Tatoeba (ber-eng)":"","Tatoeba (bos-eng)":"","Tatoeba (bre-eng)":"","Tatoeba (bul-eng)":"","Tatoeba (cat-eng)":"","Tatoeba (cbk-eng)":"","Tatoeba (ceb-eng)":"","Tatoeba (ces-eng)":"","Tatoeba (cha-eng)":"","Tatoeba (cmn-eng)":"","Tatoeba (cor-eng)":"","Tatoeba (csb-eng)":"","Tatoeba (cym-eng)":"","Tatoeba (dan-eng)":"","Tatoeba (deu-eng)":"","Tatoeba (dsb-eng)":"","Tatoeba (dtp-eng)":"","Tatoeba (ell-eng)":"","Tatoeba (epo-eng)":"","Tatoeba (est-eng)":"","Tatoeba (eus-eng)":"","Tatoeba (fao-eng)":"","Tatoeba (fin-eng)":"","Tatoeba (fra-eng)":"","Tatoeba (fry-eng)":"","Tatoeba (gla-eng)":"","Tatoeba (gle-eng)":"","Tatoeba (glg-eng)":"","Tatoeba (gsw-eng)":"","Tatoeba (heb-eng)":"","Tatoeba (hin-eng)":"","Tatoeba (hrv-eng)":"","Tatoeba (hsb-eng)":"","Tatoeba (hun-eng)":"","Tatoeba (hye-eng)":"","Tatoeba (ido-eng)":"","Tatoeba (ile-eng)":"","Tatoeba (ina-eng)":"","Tatoeba (ind-eng)":"","Tatoeba (isl-eng)":"","Tatoeba (ita-eng)":"","Tatoeba (jav-eng)":"","Tatoeba (jpn-eng)":"","Tatoeba (kab-eng)":"","Tatoeba (kat-eng)":"","Tatoeba (kaz-eng)":"","Tatoeba (khm-eng)":"","Tatoeba (kor-eng)":"","Tatoeba (kur-eng)":"","Tatoeba (kzj-eng)":"","Tatoeba (lat-eng)":"","Tatoeba (lfn-eng)":"","Tatoeba (lit-eng)":"","Tatoeba (lvs-eng)":"","Tatoeba (mal-eng)":"","Tatoeba (mar-eng)":"","Tatoeba (max-eng)":"","Tatoeba (mhr-eng)":"","Tatoeba (mkd-eng)":"","Tatoeba (mon-eng)":"","Tatoeba (nds-eng)":"","Tatoeba (nld-eng)":"","Tatoeba (nno-eng)":"","Tatoeba (nob-eng)":"","Tatoeba (nov-eng)":"","Tatoeba (oci-eng)":"","Tatoeba (orv-eng)":"","Tatoeba (pam-eng)":"","Tatoeba (pes-eng)":"","Tatoeba (pms-eng)":"","Tatoeba (pol-eng)":"","Tatoeba (por-eng)":"","Tatoeba (ron-eng)":"","Tatoeba (rus-eng)":"","Tatoeba (slk-eng)":"","Tatoeba (slv-eng)":"","Tatoeba (spa-eng)":"","Tatoeba (sqi-eng)":"","Tatoeba (srp-eng)":"","Tatoeba (swe-eng)":"","Tatoeba (swg-eng)":"","Tatoeba (swh-eng)":"","Tatoeba (tam-eng)":"","Tatoeba (tat-eng)":"","Tatoeba (tel-eng)":"","Tatoeba (tgl-eng)":"","Tatoeba (tha-eng)":"","Tatoeba (tuk-eng)":"","Tatoeba (tur-eng)":"","Tatoeba (tzl-eng)":"","Tatoeba (uig-eng)":"","Tatoeba (ukr-eng)":"","Tatoeba (urd-eng)":"","Tatoeba (uzb-eng)":"","Tatoeba (vie-eng)":"","Tatoeba (war-eng)":"","Tatoeba (wuu-eng)":"","Tatoeba (xho-eng)":"","Tatoeba (yid-eng)":"","Tatoeba (yue-eng)":"","Tatoeba (zsm-eng)":""}
{"index":12,"Rank":29,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/Muennighoff\/SGPT-5.8B-weightedmean-nli-bitfit\">SGPT-5.8B-weightedmean-nli-bitfit<\/a>","Model Size (Million Parameters)":5874,"Memory Usage (GB, fp32)":21.88,"Embedding Dimensions":4096,"Max Tokens":2048,"Average":"","BUCC (de-en)":75.15,"BUCC (fr-en)":0.42,"BUCC (ru-en)":0.01,"BUCC (zh-en)":0.32,"Tatoeba (afr-eng)":"","Tatoeba (amh-eng)":"","Tatoeba (ang-eng)":"","Tatoeba (ara-eng)":"","Tatoeba (arq-eng)":"","Tatoeba (arz-eng)":"","Tatoeba (ast-eng)":"","Tatoeba (awa-eng)":"","Tatoeba (aze-eng)":"","Tatoeba (bel-eng)":"","Tatoeba (ben-eng)":"","Tatoeba (ber-eng)":"","Tatoeba (bos-eng)":"","Tatoeba (bre-eng)":"","Tatoeba (bul-eng)":"","Tatoeba (cat-eng)":"","Tatoeba (cbk-eng)":"","Tatoeba (ceb-eng)":"","Tatoeba (ces-eng)":"","Tatoeba (cha-eng)":"","Tatoeba (cmn-eng)":"","Tatoeba (cor-eng)":"","Tatoeba (csb-eng)":"","Tatoeba (cym-eng)":"","Tatoeba (dan-eng)":"","Tatoeba (deu-eng)":"","Tatoeba (dsb-eng)":"","Tatoeba (dtp-eng)":"","Tatoeba (ell-eng)":"","Tatoeba (epo-eng)":"","Tatoeba (est-eng)":"","Tatoeba (eus-eng)":"","Tatoeba (fao-eng)":"","Tatoeba (fin-eng)":"","Tatoeba (fra-eng)":"","Tatoeba (fry-eng)":"","Tatoeba (gla-eng)":"","Tatoeba (gle-eng)":"","Tatoeba (glg-eng)":"","Tatoeba (gsw-eng)":"","Tatoeba (heb-eng)":"","Tatoeba (hin-eng)":"","Tatoeba (hrv-eng)":"","Tatoeba (hsb-eng)":"","Tatoeba (hun-eng)":"","Tatoeba (hye-eng)":"","Tatoeba (ido-eng)":"","Tatoeba (ile-eng)":"","Tatoeba (ina-eng)":"","Tatoeba (ind-eng)":"","Tatoeba (isl-eng)":"","Tatoeba (ita-eng)":"","Tatoeba (jav-eng)":"","Tatoeba (jpn-eng)":"","Tatoeba (kab-eng)":"","Tatoeba (kat-eng)":"","Tatoeba (kaz-eng)":"","Tatoeba (khm-eng)":"","Tatoeba (kor-eng)":"","Tatoeba (kur-eng)":"","Tatoeba (kzj-eng)":"","Tatoeba (lat-eng)":"","Tatoeba (lfn-eng)":"","Tatoeba (lit-eng)":"","Tatoeba (lvs-eng)":"","Tatoeba (mal-eng)":"","Tatoeba (mar-eng)":"","Tatoeba (max-eng)":"","Tatoeba (mhr-eng)":"","Tatoeba (mkd-eng)":"","Tatoeba (mon-eng)":"","Tatoeba (nds-eng)":"","Tatoeba (nld-eng)":"","Tatoeba (nno-eng)":"","Tatoeba (nob-eng)":"","Tatoeba (nov-eng)":"","Tatoeba (oci-eng)":"","Tatoeba (orv-eng)":"","Tatoeba (pam-eng)":"","Tatoeba (pes-eng)":"","Tatoeba (pms-eng)":"","Tatoeba (pol-eng)":"","Tatoeba (por-eng)":"","Tatoeba (ron-eng)":"","Tatoeba (rus-eng)":"","Tatoeba (slk-eng)":"","Tatoeba (slv-eng)":"","Tatoeba (spa-eng)":"","Tatoeba (sqi-eng)":"","Tatoeba (srp-eng)":"","Tatoeba (swe-eng)":"","Tatoeba (swg-eng)":"","Tatoeba (swh-eng)":"","Tatoeba (tam-eng)":"","Tatoeba (tat-eng)":"","Tatoeba (tel-eng)":"","Tatoeba (tgl-eng)":"","Tatoeba (tha-eng)":"","Tatoeba (tuk-eng)":"","Tatoeba (tur-eng)":"","Tatoeba (tzl-eng)":"","Tatoeba (uig-eng)":"","Tatoeba (ukr-eng)":"","Tatoeba (urd-eng)":"","Tatoeba (uzb-eng)":"","Tatoeba (vie-eng)":"","Tatoeba (war-eng)":"","Tatoeba (wuu-eng)":"","Tatoeba (xho-eng)":"","Tatoeba (yid-eng)":"","Tatoeba (yue-eng)":"","Tatoeba (zsm-eng)":""}
{"index":16,"Rank":30,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/chris-code\/jina-embeddings-v2-base-de-Q8_0-GGUF\">jina-embeddings-v2-base-de-Q8_0-GGUF<\/a>","Model Size (Million Parameters)":"","Memory Usage (GB, fp32)":"","Embedding Dimensions":"","Max Tokens":"","Average":"","BUCC (de-en)":98.87,"BUCC (fr-en)":"","BUCC (ru-en)":"","BUCC (zh-en)":"","Tatoeba (afr-eng)":"","Tatoeba (amh-eng)":"","Tatoeba (ang-eng)":"","Tatoeba (ara-eng)":"","Tatoeba (arq-eng)":"","Tatoeba (arz-eng)":"","Tatoeba (ast-eng)":"","Tatoeba (awa-eng)":"","Tatoeba (aze-eng)":"","Tatoeba (bel-eng)":"","Tatoeba (ben-eng)":"","Tatoeba (ber-eng)":"","Tatoeba (bos-eng)":"","Tatoeba (bre-eng)":"","Tatoeba (bul-eng)":"","Tatoeba (cat-eng)":"","Tatoeba (cbk-eng)":"","Tatoeba (ceb-eng)":"","Tatoeba (ces-eng)":"","Tatoeba (cha-eng)":"","Tatoeba (cmn-eng)":"","Tatoeba (cor-eng)":"","Tatoeba (csb-eng)":"","Tatoeba (cym-eng)":"","Tatoeba (dan-eng)":"","Tatoeba (deu-eng)":"","Tatoeba (dsb-eng)":"","Tatoeba (dtp-eng)":"","Tatoeba (ell-eng)":"","Tatoeba (epo-eng)":"","Tatoeba (est-eng)":"","Tatoeba (eus-eng)":"","Tatoeba (fao-eng)":"","Tatoeba (fin-eng)":"","Tatoeba (fra-eng)":"","Tatoeba (fry-eng)":"","Tatoeba (gla-eng)":"","Tatoeba (gle-eng)":"","Tatoeba (glg-eng)":"","Tatoeba (gsw-eng)":"","Tatoeba (heb-eng)":"","Tatoeba (hin-eng)":"","Tatoeba (hrv-eng)":"","Tatoeba (hsb-eng)":"","Tatoeba (hun-eng)":"","Tatoeba (hye-eng)":"","Tatoeba (ido-eng)":"","Tatoeba (ile-eng)":"","Tatoeba (ina-eng)":"","Tatoeba (ind-eng)":"","Tatoeba (isl-eng)":"","Tatoeba (ita-eng)":"","Tatoeba (jav-eng)":"","Tatoeba (jpn-eng)":"","Tatoeba (kab-eng)":"","Tatoeba (kat-eng)":"","Tatoeba (kaz-eng)":"","Tatoeba (khm-eng)":"","Tatoeba (kor-eng)":"","Tatoeba (kur-eng)":"","Tatoeba (kzj-eng)":"","Tatoeba (lat-eng)":"","Tatoeba (lfn-eng)":"","Tatoeba (lit-eng)":"","Tatoeba (lvs-eng)":"","Tatoeba (mal-eng)":"","Tatoeba (mar-eng)":"","Tatoeba (max-eng)":"","Tatoeba (mhr-eng)":"","Tatoeba (mkd-eng)":"","Tatoeba (mon-eng)":"","Tatoeba (nds-eng)":"","Tatoeba (nld-eng)":"","Tatoeba (nno-eng)":"","Tatoeba (nob-eng)":"","Tatoeba (nov-eng)":"","Tatoeba (oci-eng)":"","Tatoeba (orv-eng)":"","Tatoeba (pam-eng)":"","Tatoeba (pes-eng)":"","Tatoeba (pms-eng)":"","Tatoeba (pol-eng)":"","Tatoeba (por-eng)":"","Tatoeba (ron-eng)":"","Tatoeba (rus-eng)":"","Tatoeba (slk-eng)":"","Tatoeba (slv-eng)":"","Tatoeba (spa-eng)":"","Tatoeba (sqi-eng)":"","Tatoeba (srp-eng)":"","Tatoeba (swe-eng)":"","Tatoeba (swg-eng)":"","Tatoeba (swh-eng)":"","Tatoeba (tam-eng)":"","Tatoeba (tat-eng)":"","Tatoeba (tel-eng)":"","Tatoeba (tgl-eng)":"","Tatoeba (tha-eng)":"","Tatoeba (tuk-eng)":"","Tatoeba (tur-eng)":"","Tatoeba (tzl-eng)":"","Tatoeba (uig-eng)":"","Tatoeba (ukr-eng)":"","Tatoeba (urd-eng)":"","Tatoeba (uzb-eng)":"","Tatoeba (vie-eng)":"","Tatoeba (war-eng)":"","Tatoeba (wuu-eng)":"","Tatoeba (xho-eng)":"","Tatoeba (yid-eng)":"","Tatoeba (yue-eng)":"","Tatoeba (zsm-eng)":""}
{"index":18,"Rank":31,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/cointegrated\/LaBSE-en-ru\">LaBSE-en-ru<\/a>","Model Size (Million Parameters)":129,"Memory Usage (GB, fp32)":0.48,"Embedding Dimensions":768,"Max Tokens":512,"Average":"","BUCC (de-en)":"","BUCC (fr-en)":"","BUCC (ru-en)":"","BUCC (zh-en)":"","Tatoeba (afr-eng)":"","Tatoeba (amh-eng)":"","Tatoeba (ang-eng)":"","Tatoeba (ara-eng)":"","Tatoeba (arq-eng)":"","Tatoeba (arz-eng)":"","Tatoeba (ast-eng)":"","Tatoeba (awa-eng)":"","Tatoeba (aze-eng)":"","Tatoeba (bel-eng)":"","Tatoeba (ben-eng)":"","Tatoeba (ber-eng)":"","Tatoeba (bos-eng)":"","Tatoeba (bre-eng)":"","Tatoeba (bul-eng)":"","Tatoeba (cat-eng)":"","Tatoeba (cbk-eng)":"","Tatoeba (ceb-eng)":"","Tatoeba (ces-eng)":"","Tatoeba (cha-eng)":"","Tatoeba (cmn-eng)":"","Tatoeba (cor-eng)":"","Tatoeba (csb-eng)":"","Tatoeba (cym-eng)":"","Tatoeba (dan-eng)":"","Tatoeba (deu-eng)":"","Tatoeba (dsb-eng)":"","Tatoeba (dtp-eng)":"","Tatoeba (ell-eng)":"","Tatoeba (epo-eng)":"","Tatoeba (est-eng)":"","Tatoeba (eus-eng)":"","Tatoeba (fao-eng)":"","Tatoeba (fin-eng)":"","Tatoeba (fra-eng)":"","Tatoeba (fry-eng)":"","Tatoeba (gla-eng)":"","Tatoeba (gle-eng)":"","Tatoeba (glg-eng)":"","Tatoeba (gsw-eng)":"","Tatoeba (heb-eng)":"","Tatoeba (hin-eng)":"","Tatoeba (hrv-eng)":"","Tatoeba (hsb-eng)":"","Tatoeba (hun-eng)":"","Tatoeba (hye-eng)":"","Tatoeba (ido-eng)":"","Tatoeba (ile-eng)":"","Tatoeba (ina-eng)":"","Tatoeba (ind-eng)":"","Tatoeba (isl-eng)":"","Tatoeba (ita-eng)":"","Tatoeba (jav-eng)":"","Tatoeba (jpn-eng)":"","Tatoeba (kab-eng)":"","Tatoeba (kat-eng)":"","Tatoeba (kaz-eng)":"","Tatoeba (khm-eng)":"","Tatoeba (kor-eng)":"","Tatoeba (kur-eng)":"","Tatoeba (kzj-eng)":"","Tatoeba (lat-eng)":"","Tatoeba (lfn-eng)":"","Tatoeba (lit-eng)":"","Tatoeba (lvs-eng)":"","Tatoeba (mal-eng)":"","Tatoeba (mar-eng)":"","Tatoeba (max-eng)":"","Tatoeba (mhr-eng)":"","Tatoeba (mkd-eng)":"","Tatoeba (mon-eng)":"","Tatoeba (nds-eng)":"","Tatoeba (nld-eng)":"","Tatoeba (nno-eng)":"","Tatoeba (nob-eng)":"","Tatoeba (nov-eng)":"","Tatoeba (oci-eng)":"","Tatoeba (orv-eng)":"","Tatoeba (pam-eng)":"","Tatoeba (pes-eng)":"","Tatoeba (pms-eng)":"","Tatoeba (pol-eng)":"","Tatoeba (por-eng)":"","Tatoeba (ron-eng)":"","Tatoeba (rus-eng)":93.62,"Tatoeba (slk-eng)":"","Tatoeba (slv-eng)":"","Tatoeba (spa-eng)":"","Tatoeba (sqi-eng)":"","Tatoeba (srp-eng)":"","Tatoeba (swe-eng)":"","Tatoeba (swg-eng)":"","Tatoeba (swh-eng)":"","Tatoeba (tam-eng)":"","Tatoeba (tat-eng)":"","Tatoeba (tel-eng)":"","Tatoeba (tgl-eng)":"","Tatoeba (tha-eng)":"","Tatoeba (tuk-eng)":"","Tatoeba (tur-eng)":"","Tatoeba (tzl-eng)":"","Tatoeba (uig-eng)":"","Tatoeba (ukr-eng)":"","Tatoeba (urd-eng)":"","Tatoeba (uzb-eng)":"","Tatoeba (vie-eng)":"","Tatoeba (war-eng)":"","Tatoeba (wuu-eng)":"","Tatoeba (xho-eng)":"","Tatoeba (yid-eng)":"","Tatoeba (yue-eng)":"","Tatoeba (zsm-eng)":""}
{"index":19,"Rank":32,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/deepvk\/USER-base\">USER-base<\/a>","Model Size (Million Parameters)":124,"Memory Usage (GB, fp32)":0.46,"Embedding Dimensions":768,"Max Tokens":512,"Average":"","BUCC (de-en)":"","BUCC (fr-en)":"","BUCC (ru-en)":"","BUCC (zh-en)":"","Tatoeba (afr-eng)":"","Tatoeba (amh-eng)":"","Tatoeba (ang-eng)":"","Tatoeba (ara-eng)":"","Tatoeba (arq-eng)":"","Tatoeba (arz-eng)":"","Tatoeba (ast-eng)":"","Tatoeba (awa-eng)":"","Tatoeba (aze-eng)":"","Tatoeba (bel-eng)":"","Tatoeba (ben-eng)":"","Tatoeba (ber-eng)":"","Tatoeba (bos-eng)":"","Tatoeba (bre-eng)":"","Tatoeba (bul-eng)":"","Tatoeba (cat-eng)":"","Tatoeba (cbk-eng)":"","Tatoeba (ceb-eng)":"","Tatoeba (ces-eng)":"","Tatoeba (cha-eng)":"","Tatoeba (cmn-eng)":"","Tatoeba (cor-eng)":"","Tatoeba (csb-eng)":"","Tatoeba (cym-eng)":"","Tatoeba (dan-eng)":"","Tatoeba (deu-eng)":"","Tatoeba (dsb-eng)":"","Tatoeba (dtp-eng)":"","Tatoeba (ell-eng)":"","Tatoeba (epo-eng)":"","Tatoeba (est-eng)":"","Tatoeba (eus-eng)":"","Tatoeba (fao-eng)":"","Tatoeba (fin-eng)":"","Tatoeba (fra-eng)":"","Tatoeba (fry-eng)":"","Tatoeba (gla-eng)":"","Tatoeba (gle-eng)":"","Tatoeba (glg-eng)":"","Tatoeba (gsw-eng)":"","Tatoeba (heb-eng)":"","Tatoeba (hin-eng)":"","Tatoeba (hrv-eng)":"","Tatoeba (hsb-eng)":"","Tatoeba (hun-eng)":"","Tatoeba (hye-eng)":"","Tatoeba (ido-eng)":"","Tatoeba (ile-eng)":"","Tatoeba (ina-eng)":"","Tatoeba (ind-eng)":"","Tatoeba (isl-eng)":"","Tatoeba (ita-eng)":"","Tatoeba (jav-eng)":"","Tatoeba (jpn-eng)":"","Tatoeba (kab-eng)":"","Tatoeba (kat-eng)":"","Tatoeba (kaz-eng)":"","Tatoeba (khm-eng)":"","Tatoeba (kor-eng)":"","Tatoeba (kur-eng)":"","Tatoeba (kzj-eng)":"","Tatoeba (lat-eng)":"","Tatoeba (lfn-eng)":"","Tatoeba (lit-eng)":"","Tatoeba (lvs-eng)":"","Tatoeba (mal-eng)":"","Tatoeba (mar-eng)":"","Tatoeba (max-eng)":"","Tatoeba (mhr-eng)":"","Tatoeba (mkd-eng)":"","Tatoeba (mon-eng)":"","Tatoeba (nds-eng)":"","Tatoeba (nld-eng)":"","Tatoeba (nno-eng)":"","Tatoeba (nob-eng)":"","Tatoeba (nov-eng)":"","Tatoeba (oci-eng)":"","Tatoeba (orv-eng)":"","Tatoeba (pam-eng)":"","Tatoeba (pes-eng)":"","Tatoeba (pms-eng)":"","Tatoeba (pol-eng)":"","Tatoeba (por-eng)":"","Tatoeba (ron-eng)":"","Tatoeba (rus-eng)":90.2,"Tatoeba (slk-eng)":"","Tatoeba (slv-eng)":"","Tatoeba (spa-eng)":"","Tatoeba (sqi-eng)":"","Tatoeba (srp-eng)":"","Tatoeba (swe-eng)":"","Tatoeba (swg-eng)":"","Tatoeba (swh-eng)":"","Tatoeba (tam-eng)":"","Tatoeba (tat-eng)":"","Tatoeba (tel-eng)":"","Tatoeba (tgl-eng)":"","Tatoeba (tha-eng)":"","Tatoeba (tuk-eng)":"","Tatoeba (tur-eng)":"","Tatoeba (tzl-eng)":"","Tatoeba (uig-eng)":"","Tatoeba (ukr-eng)":"","Tatoeba (urd-eng)":"","Tatoeba (uzb-eng)":"","Tatoeba (vie-eng)":"","Tatoeba (war-eng)":"","Tatoeba (wuu-eng)":"","Tatoeba (xho-eng)":"","Tatoeba (yid-eng)":"","Tatoeba (yue-eng)":"","Tatoeba (zsm-eng)":""}
{"index":20,"Rank":33,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/deepvk\/USER-bge-m3\">USER-bge-m3<\/a>","Model Size (Million Parameters)":359,"Memory Usage (GB, fp32)":1.34,"Embedding Dimensions":1024,"Max Tokens":8192,"Average":"","BUCC (de-en)":"","BUCC (fr-en)":"","BUCC (ru-en)":"","BUCC (zh-en)":"","Tatoeba (afr-eng)":"","Tatoeba (amh-eng)":"","Tatoeba (ang-eng)":"","Tatoeba (ara-eng)":"","Tatoeba (arq-eng)":"","Tatoeba (arz-eng)":"","Tatoeba (ast-eng)":"","Tatoeba (awa-eng)":"","Tatoeba (aze-eng)":"","Tatoeba (bel-eng)":"","Tatoeba (ben-eng)":"","Tatoeba (ber-eng)":"","Tatoeba (bos-eng)":"","Tatoeba (bre-eng)":"","Tatoeba (bul-eng)":"","Tatoeba (cat-eng)":"","Tatoeba (cbk-eng)":"","Tatoeba (ceb-eng)":"","Tatoeba (ces-eng)":"","Tatoeba (cha-eng)":"","Tatoeba (cmn-eng)":"","Tatoeba (cor-eng)":"","Tatoeba (csb-eng)":"","Tatoeba (cym-eng)":"","Tatoeba (dan-eng)":"","Tatoeba (deu-eng)":"","Tatoeba (dsb-eng)":"","Tatoeba (dtp-eng)":"","Tatoeba (ell-eng)":"","Tatoeba (epo-eng)":"","Tatoeba (est-eng)":"","Tatoeba (eus-eng)":"","Tatoeba (fao-eng)":"","Tatoeba (fin-eng)":"","Tatoeba (fra-eng)":"","Tatoeba (fry-eng)":"","Tatoeba (gla-eng)":"","Tatoeba (gle-eng)":"","Tatoeba (glg-eng)":"","Tatoeba (gsw-eng)":"","Tatoeba (heb-eng)":"","Tatoeba (hin-eng)":"","Tatoeba (hrv-eng)":"","Tatoeba (hsb-eng)":"","Tatoeba (hun-eng)":"","Tatoeba (hye-eng)":"","Tatoeba (ido-eng)":"","Tatoeba (ile-eng)":"","Tatoeba (ina-eng)":"","Tatoeba (ind-eng)":"","Tatoeba (isl-eng)":"","Tatoeba (ita-eng)":"","Tatoeba (jav-eng)":"","Tatoeba (jpn-eng)":"","Tatoeba (kab-eng)":"","Tatoeba (kat-eng)":"","Tatoeba (kaz-eng)":"","Tatoeba (khm-eng)":"","Tatoeba (kor-eng)":"","Tatoeba (kur-eng)":"","Tatoeba (kzj-eng)":"","Tatoeba (lat-eng)":"","Tatoeba (lfn-eng)":"","Tatoeba (lit-eng)":"","Tatoeba (lvs-eng)":"","Tatoeba (mal-eng)":"","Tatoeba (mar-eng)":"","Tatoeba (max-eng)":"","Tatoeba (mhr-eng)":"","Tatoeba (mkd-eng)":"","Tatoeba (mon-eng)":"","Tatoeba (nds-eng)":"","Tatoeba (nld-eng)":"","Tatoeba (nno-eng)":"","Tatoeba (nob-eng)":"","Tatoeba (nov-eng)":"","Tatoeba (oci-eng)":"","Tatoeba (orv-eng)":"","Tatoeba (pam-eng)":"","Tatoeba (pes-eng)":"","Tatoeba (pms-eng)":"","Tatoeba (pol-eng)":"","Tatoeba (por-eng)":"","Tatoeba (ron-eng)":"","Tatoeba (rus-eng)":93.52,"Tatoeba (slk-eng)":"","Tatoeba (slv-eng)":"","Tatoeba (spa-eng)":"","Tatoeba (sqi-eng)":"","Tatoeba (srp-eng)":"","Tatoeba (swe-eng)":"","Tatoeba (swg-eng)":"","Tatoeba (swh-eng)":"","Tatoeba (tam-eng)":"","Tatoeba (tat-eng)":"","Tatoeba (tel-eng)":"","Tatoeba (tgl-eng)":"","Tatoeba (tha-eng)":"","Tatoeba (tuk-eng)":"","Tatoeba (tur-eng)":"","Tatoeba (tzl-eng)":"","Tatoeba (uig-eng)":"","Tatoeba (ukr-eng)":"","Tatoeba (urd-eng)":"","Tatoeba (uzb-eng)":"","Tatoeba (vie-eng)":"","Tatoeba (war-eng)":"","Tatoeba (wuu-eng)":"","Tatoeba (xho-eng)":"","Tatoeba (yid-eng)":"","Tatoeba (yue-eng)":"","Tatoeba (zsm-eng)":""}
{"index":21,"Rank":34,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/deepvk\/deberta-v1-base\">deberta-v1-base<\/a>","Model Size (Million Parameters)":124,"Memory Usage (GB, fp32)":0.46,"Embedding Dimensions":768,"Max Tokens":512,"Average":"","BUCC (de-en)":"","BUCC (fr-en)":"","BUCC (ru-en)":"","BUCC (zh-en)":"","Tatoeba (afr-eng)":"","Tatoeba (amh-eng)":"","Tatoeba (ang-eng)":"","Tatoeba (ara-eng)":"","Tatoeba (arq-eng)":"","Tatoeba (arz-eng)":"","Tatoeba (ast-eng)":"","Tatoeba (awa-eng)":"","Tatoeba (aze-eng)":"","Tatoeba (bel-eng)":"","Tatoeba (ben-eng)":"","Tatoeba (ber-eng)":"","Tatoeba (bos-eng)":"","Tatoeba (bre-eng)":"","Tatoeba (bul-eng)":"","Tatoeba (cat-eng)":"","Tatoeba (cbk-eng)":"","Tatoeba (ceb-eng)":"","Tatoeba (ces-eng)":"","Tatoeba (cha-eng)":"","Tatoeba (cmn-eng)":"","Tatoeba (cor-eng)":"","Tatoeba (csb-eng)":"","Tatoeba (cym-eng)":"","Tatoeba (dan-eng)":"","Tatoeba (deu-eng)":"","Tatoeba (dsb-eng)":"","Tatoeba (dtp-eng)":"","Tatoeba (ell-eng)":"","Tatoeba (epo-eng)":"","Tatoeba (est-eng)":"","Tatoeba (eus-eng)":"","Tatoeba (fao-eng)":"","Tatoeba (fin-eng)":"","Tatoeba (fra-eng)":"","Tatoeba (fry-eng)":"","Tatoeba (gla-eng)":"","Tatoeba (gle-eng)":"","Tatoeba (glg-eng)":"","Tatoeba (gsw-eng)":"","Tatoeba (heb-eng)":"","Tatoeba (hin-eng)":"","Tatoeba (hrv-eng)":"","Tatoeba (hsb-eng)":"","Tatoeba (hun-eng)":"","Tatoeba (hye-eng)":"","Tatoeba (ido-eng)":"","Tatoeba (ile-eng)":"","Tatoeba (ina-eng)":"","Tatoeba (ind-eng)":"","Tatoeba (isl-eng)":"","Tatoeba (ita-eng)":"","Tatoeba (jav-eng)":"","Tatoeba (jpn-eng)":"","Tatoeba (kab-eng)":"","Tatoeba (kat-eng)":"","Tatoeba (kaz-eng)":"","Tatoeba (khm-eng)":"","Tatoeba (kor-eng)":"","Tatoeba (kur-eng)":"","Tatoeba (kzj-eng)":"","Tatoeba (lat-eng)":"","Tatoeba (lfn-eng)":"","Tatoeba (lit-eng)":"","Tatoeba (lvs-eng)":"","Tatoeba (mal-eng)":"","Tatoeba (mar-eng)":"","Tatoeba (max-eng)":"","Tatoeba (mhr-eng)":"","Tatoeba (mkd-eng)":"","Tatoeba (mon-eng)":"","Tatoeba (nds-eng)":"","Tatoeba (nld-eng)":"","Tatoeba (nno-eng)":"","Tatoeba (nob-eng)":"","Tatoeba (nov-eng)":"","Tatoeba (oci-eng)":"","Tatoeba (orv-eng)":"","Tatoeba (pam-eng)":"","Tatoeba (pes-eng)":"","Tatoeba (pms-eng)":"","Tatoeba (pol-eng)":"","Tatoeba (por-eng)":"","Tatoeba (ron-eng)":"","Tatoeba (rus-eng)":13.21,"Tatoeba (slk-eng)":"","Tatoeba (slv-eng)":"","Tatoeba (spa-eng)":"","Tatoeba (sqi-eng)":"","Tatoeba (srp-eng)":"","Tatoeba (swe-eng)":"","Tatoeba (swg-eng)":"","Tatoeba (swh-eng)":"","Tatoeba (tam-eng)":"","Tatoeba (tat-eng)":"","Tatoeba (tel-eng)":"","Tatoeba (tgl-eng)":"","Tatoeba (tha-eng)":"","Tatoeba (tuk-eng)":"","Tatoeba (tur-eng)":"","Tatoeba (tzl-eng)":"","Tatoeba (uig-eng)":"","Tatoeba (ukr-eng)":"","Tatoeba (urd-eng)":"","Tatoeba (uzb-eng)":"","Tatoeba (vie-eng)":"","Tatoeba (war-eng)":"","Tatoeba (wuu-eng)":"","Tatoeba (xho-eng)":"","Tatoeba (yid-eng)":"","Tatoeba (yue-eng)":"","Tatoeba (zsm-eng)":""}
{"index":32,"Rank":35,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/jinaai\/jina-embeddings-v2-base-de\">jina-embeddings-v2-base-de<\/a>","Model Size (Million Parameters)":161,"Memory Usage (GB, fp32)":0.6,"Embedding Dimensions":768,"Max Tokens":8192,"Average":"","BUCC (de-en)":98.87,"BUCC (fr-en)":"","BUCC (ru-en)":"","BUCC (zh-en)":"","Tatoeba (afr-eng)":"","Tatoeba (amh-eng)":"","Tatoeba (ang-eng)":"","Tatoeba (ara-eng)":"","Tatoeba (arq-eng)":"","Tatoeba (arz-eng)":"","Tatoeba (ast-eng)":"","Tatoeba (awa-eng)":"","Tatoeba (aze-eng)":"","Tatoeba (bel-eng)":"","Tatoeba (ben-eng)":"","Tatoeba (ber-eng)":"","Tatoeba (bos-eng)":"","Tatoeba (bre-eng)":"","Tatoeba (bul-eng)":"","Tatoeba (cat-eng)":"","Tatoeba (cbk-eng)":"","Tatoeba (ceb-eng)":"","Tatoeba (ces-eng)":"","Tatoeba (cha-eng)":"","Tatoeba (cmn-eng)":"","Tatoeba (cor-eng)":"","Tatoeba (csb-eng)":"","Tatoeba (cym-eng)":"","Tatoeba (dan-eng)":"","Tatoeba (deu-eng)":"","Tatoeba (dsb-eng)":"","Tatoeba (dtp-eng)":"","Tatoeba (ell-eng)":"","Tatoeba (epo-eng)":"","Tatoeba (est-eng)":"","Tatoeba (eus-eng)":"","Tatoeba (fao-eng)":"","Tatoeba (fin-eng)":"","Tatoeba (fra-eng)":"","Tatoeba (fry-eng)":"","Tatoeba (gla-eng)":"","Tatoeba (gle-eng)":"","Tatoeba (glg-eng)":"","Tatoeba (gsw-eng)":"","Tatoeba (heb-eng)":"","Tatoeba (hin-eng)":"","Tatoeba (hrv-eng)":"","Tatoeba (hsb-eng)":"","Tatoeba (hun-eng)":"","Tatoeba (hye-eng)":"","Tatoeba (ido-eng)":"","Tatoeba (ile-eng)":"","Tatoeba (ina-eng)":"","Tatoeba (ind-eng)":"","Tatoeba (isl-eng)":"","Tatoeba (ita-eng)":"","Tatoeba (jav-eng)":"","Tatoeba (jpn-eng)":"","Tatoeba (kab-eng)":"","Tatoeba (kat-eng)":"","Tatoeba (kaz-eng)":"","Tatoeba (khm-eng)":"","Tatoeba (kor-eng)":"","Tatoeba (kur-eng)":"","Tatoeba (kzj-eng)":"","Tatoeba (lat-eng)":"","Tatoeba (lfn-eng)":"","Tatoeba (lit-eng)":"","Tatoeba (lvs-eng)":"","Tatoeba (mal-eng)":"","Tatoeba (mar-eng)":"","Tatoeba (max-eng)":"","Tatoeba (mhr-eng)":"","Tatoeba (mkd-eng)":"","Tatoeba (mon-eng)":"","Tatoeba (nds-eng)":"","Tatoeba (nld-eng)":"","Tatoeba (nno-eng)":"","Tatoeba (nob-eng)":"","Tatoeba (nov-eng)":"","Tatoeba (oci-eng)":"","Tatoeba (orv-eng)":"","Tatoeba (pam-eng)":"","Tatoeba (pes-eng)":"","Tatoeba (pms-eng)":"","Tatoeba (pol-eng)":"","Tatoeba (por-eng)":"","Tatoeba (ron-eng)":"","Tatoeba (rus-eng)":"","Tatoeba (slk-eng)":"","Tatoeba (slv-eng)":"","Tatoeba (spa-eng)":"","Tatoeba (sqi-eng)":"","Tatoeba (srp-eng)":"","Tatoeba (swe-eng)":"","Tatoeba (swg-eng)":"","Tatoeba (swh-eng)":"","Tatoeba (tam-eng)":"","Tatoeba (tat-eng)":"","Tatoeba (tel-eng)":"","Tatoeba (tgl-eng)":"","Tatoeba (tha-eng)":"","Tatoeba (tuk-eng)":"","Tatoeba (tur-eng)":"","Tatoeba (tzl-eng)":"","Tatoeba (uig-eng)":"","Tatoeba (ukr-eng)":"","Tatoeba (urd-eng)":"","Tatoeba (uzb-eng)":"","Tatoeba (vie-eng)":"","Tatoeba (war-eng)":"","Tatoeba (wuu-eng)":"","Tatoeba (xho-eng)":"","Tatoeba (yid-eng)":"","Tatoeba (yue-eng)":"","Tatoeba (zsm-eng)":""}
{"index":34,"Rank":36,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/sentence-transformers\/LaBSE\">LaBSE<\/a>","Model Size (Million Parameters)":471,"Memory Usage (GB, fp32)":1.75,"Embedding Dimensions":768,"Max Tokens":512,"Average":"","BUCC (de-en)":"","BUCC (fr-en)":"","BUCC (ru-en)":"","BUCC (zh-en)":"","Tatoeba (afr-eng)":96.18,"Tatoeba (amh-eng)":91.47,"Tatoeba (ang-eng)":59.28,"Tatoeba (ara-eng)":88.8,"Tatoeba (arq-eng)":42.69,"Tatoeba (arz-eng)":76.0,"Tatoeba (ast-eng)":90.68,"Tatoeba (awa-eng)":71.7,"Tatoeba (aze-eng)":94.93,"Tatoeba (bel-eng)":95.0,"Tatoeba (ben-eng)":88.55,"Tatoeba (ber-eng)":8.4,"Tatoeba (bos-eng)":94.92,"Tatoeba (bre-eng)":15.07,"Tatoeba (bul-eng)":94.58,"Tatoeba (cat-eng)":95.38,"Tatoeba (cbk-eng)":79.44,"Tatoeba (ceb-eng)":64.42,"Tatoeba (ces-eng)":96.68,"Tatoeba (cha-eng)":31.77,"Tatoeba (cmn-eng)":95.1,"Tatoeba (cor-eng)":10.11,"Tatoeba (csb-eng)":52.57,"Tatoeba (cym-eng)":92.0,"Tatoeba (dan-eng)":95.71,"Tatoeba (deu-eng)":99.2,"Tatoeba (dsb-eng)":64.81,"Tatoeba (dtp-eng)":10.85,"Tatoeba (ell-eng)":95.35,"Tatoeba (epo-eng)":98.2,"Tatoeba (est-eng)":96.55,"Tatoeba (eus-eng)":95.01,"Tatoeba (fao-eng)":87.4,"Tatoeba (fin-eng)":96.37,"Tatoeba (fra-eng)":94.86,"Tatoeba (fry-eng)":89.31,"Tatoeba (gla-eng)":85.66,"Tatoeba (gle-eng)":93.8,"Tatoeba (glg-eng)":96.82,"Tatoeba (gsw-eng)":46.5,"Tatoeba (heb-eng)":91.53,"Tatoeba (hin-eng)":96.87,"Tatoeba (hrv-eng)":96.95,"Tatoeba (hsb-eng)":67.11,"Tatoeba (hun-eng)":96.55,"Tatoeba (hye-eng)":94.09,"Tatoeba (ido-eng)":89.42,"Tatoeba (ile-eng)":85.58,"Tatoeba (ina-eng)":95.37,"Tatoeba (ind-eng)":93.66,"Tatoeba (isl-eng)":94.75,"Tatoeba (ita-eng)":92.72,"Tatoeba (jav-eng)":79.77,"Tatoeba (jpn-eng)":95.38,"Tatoeba (kab-eng)":4.31,"Tatoeba (kat-eng)":95.02,"Tatoeba (kaz-eng)":87.49,"Tatoeba (khm-eng)":78.37,"Tatoeba (kor-eng)":90.95,"Tatoeba (kur-eng)":83.59,"Tatoeba (kzj-eng)":11.33,"Tatoeba (lat-eng)":80.07,"Tatoeba (lfn-eng)":67.54,"Tatoeba (lit-eng)":96.47,"Tatoeba (lvs-eng)":95.88,"Tatoeba (mal-eng)":98.45,"Tatoeba (mar-eng)":92.65,"Tatoeba (max-eng)":63.26,"Tatoeba (mhr-eng)":15.74,"Tatoeba (mkd-eng)":93.6,"Tatoeba (mon-eng)":95.91,"Tatoeba (nds-eng)":79.42,"Tatoeba (nld-eng)":96.07,"Tatoeba (nno-eng)":94.48,"Tatoeba (nob-eng)":98.4,"Tatoeba (nov-eng)":74.38,"Tatoeba (oci-eng)":65.81,"Tatoeba (orv-eng)":38.93,"Tatoeba (pam-eng)":10.73,"Tatoeba (pes-eng)":94.7,"Tatoeba (pms-eng)":64.57,"Tatoeba (pol-eng)":97.22,"Tatoeba (por-eng)":94.14,"Tatoeba (ron-eng)":96.92,"Tatoeba (rus-eng)":93.75,"Tatoeba (slk-eng)":96.5,"Tatoeba (slv-eng)":96.03,"Tatoeba (spa-eng)":98.4,"Tatoeba (sqi-eng)":96.76,"Tatoeba (srp-eng)":94.43,"Tatoeba (swe-eng)":95.63,"Tatoeba (swg-eng)":59.36,"Tatoeba (swh-eng)":84.5,"Tatoeba (tam-eng)":89.0,"Tatoeba (tat-eng)":85.92,"Tatoeba (tel-eng)":97.86,"Tatoeba (tgl-eng)":96.02,"Tatoeba (tha-eng)":96.14,"Tatoeba (tuk-eng)":75.27,"Tatoeba (tur-eng)":98.0,"Tatoeba (tzl-eng)":58.88,"Tatoeba (uig-eng)":92.4,"Tatoeba (ukr-eng)":93.97,"Tatoeba (urd-eng)":93.22,"Tatoeba (uzb-eng)":84.23,"Tatoeba (vie-eng)":97.2,"Tatoeba (war-eng)":60.29,"Tatoeba (wuu-eng)":90.18,"Tatoeba (xho-eng)":91.55,"Tatoeba (yid-eng)":88.79,"Tatoeba (yue-eng)":89.58,"Tatoeba (zsm-eng)":95.62}
{"index":35,"Rank":37,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/sentence-transformers\/all-MiniLM-L12-v2\">all-MiniLM-L12-v2<\/a>","Model Size (Million Parameters)":33,"Memory Usage (GB, fp32)":0.12,"Embedding Dimensions":384,"Max Tokens":512,"Average":"","BUCC (de-en)":"","BUCC (fr-en)":"","BUCC (ru-en)":"","BUCC (zh-en)":"","Tatoeba (afr-eng)":7.59,"Tatoeba (amh-eng)":0.01,"Tatoeba (ang-eng)":14.63,"Tatoeba (ara-eng)":0.43,"Tatoeba (arq-eng)":0.28,"Tatoeba (arz-eng)":0.0,"Tatoeba (ast-eng)":9.99,"Tatoeba (awa-eng)":0.44,"Tatoeba (aze-eng)":1.47,"Tatoeba (bel-eng)":0.85,"Tatoeba (ben-eng)":0.02,"Tatoeba (ber-eng)":4.72,"Tatoeba (bos-eng)":7.05,"Tatoeba (bre-eng)":3.68,"Tatoeba (bul-eng)":0.23,"Tatoeba (cat-eng)":11.79,"Tatoeba (cbk-eng)":9.76,"Tatoeba (ceb-eng)":3.95,"Tatoeba (ces-eng)":4.2,"Tatoeba (cha-eng)":13.07,"Tatoeba (cmn-eng)":2.45,"Tatoeba (cor-eng)":2.47,"Tatoeba (csb-eng)":5.21,"Tatoeba (cym-eng)":5.13,"Tatoeba (dan-eng)":10.21,"Tatoeba (deu-eng)":13.89,"Tatoeba (dsb-eng)":3.06,"Tatoeba (dtp-eng)":3.31,"Tatoeba (ell-eng)":0.2,"Tatoeba (epo-eng)":8.5,"Tatoeba (est-eng)":2.6,"Tatoeba (eus-eng)":6.58,"Tatoeba (fao-eng)":5.92,"Tatoeba (fin-eng)":3.65,"Tatoeba (fra-eng)":17.53,"Tatoeba (fry-eng)":14.53,"Tatoeba (gla-eng)":2.58,"Tatoeba (gle-eng)":3.08,"Tatoeba (glg-eng)":12.6,"Tatoeba (gsw-eng)":9.9,"Tatoeba (heb-eng)":0.3,"Tatoeba (hin-eng)":0.0,"Tatoeba (hrv-eng)":5.68,"Tatoeba (hsb-eng)":2.89,"Tatoeba (hun-eng)":3.93,"Tatoeba (hye-eng)":0.5,"Tatoeba (ido-eng)":11.08,"Tatoeba (ile-eng)":17.43,"Tatoeba (ina-eng)":25.36,"Tatoeba (ind-eng)":5.3,"Tatoeba (isl-eng)":3.44,"Tatoeba (ita-eng)":12.57,"Tatoeba (jav-eng)":3.5,"Tatoeba (jpn-eng)":2.18,"Tatoeba (kab-eng)":0.91,"Tatoeba (kat-eng)":0.45,"Tatoeba (kaz-eng)":0.82,"Tatoeba (khm-eng)":0.42,"Tatoeba (kor-eng)":0.9,"Tatoeba (kur-eng)":7.3,"Tatoeba (kzj-eng)":3.64,"Tatoeba (lat-eng)":7.14,"Tatoeba (lfn-eng)":7.52,"Tatoeba (lit-eng)":1.56,"Tatoeba (lvs-eng)":3.45,"Tatoeba (mal-eng)":0.24,"Tatoeba (mar-eng)":0.04,"Tatoeba (max-eng)":8.4,"Tatoeba (mhr-eng)":0.0,"Tatoeba (mkd-eng)":0.01,"Tatoeba (mon-eng)":0.06,"Tatoeba (nds-eng)":11.35,"Tatoeba (nld-eng)":12.56,"Tatoeba (nno-eng)":7.45,"Tatoeba (nob-eng)":8.02,"Tatoeba (nov-eng)":19.45,"Tatoeba (oci-eng)":8.72,"Tatoeba (orv-eng)":0.15,"Tatoeba (pam-eng)":4.73,"Tatoeba (pes-eng)":0.3,"Tatoeba (pms-eng)":8.94,"Tatoeba (pol-eng)":4.29,"Tatoeba (por-eng)":11.36,"Tatoeba (ron-eng)":8.77,"Tatoeba (rus-eng)":0.07,"Tatoeba (slk-eng)":4.2,"Tatoeba (slv-eng)":4.52,"Tatoeba (spa-eng)":11.26,"Tatoeba (sqi-eng)":5.86,"Tatoeba (srp-eng)":2.22,"Tatoeba (swe-eng)":7.31,"Tatoeba (swg-eng)":11.9,"Tatoeba (swh-eng)":5.82,"Tatoeba (tam-eng)":0.33,"Tatoeba (tat-eng)":0.75,"Tatoeba (tel-eng)":0.67,"Tatoeba (tgl-eng)":3.34,"Tatoeba (tha-eng)":0.67,"Tatoeba (tuk-eng)":2.66,"Tatoeba (tur-eng)":3.69,"Tatoeba (tzl-eng)":6.87,"Tatoeba (uig-eng)":0.4,"Tatoeba (ukr-eng)":0.57,"Tatoeba (urd-eng)":0.0,"Tatoeba (uzb-eng)":2.2,"Tatoeba (vie-eng)":5.06,"Tatoeba (war-eng)":6.18,"Tatoeba (wuu-eng)":1.89,"Tatoeba (xho-eng)":3.66,"Tatoeba (yid-eng)":0.19,"Tatoeba (yue-eng)":1.89,"Tatoeba (zsm-eng)":5.99}
{"index":36,"Rank":38,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/sentence-transformers\/all-MiniLM-L6-v2\">all-MiniLM-L6-v2<\/a>","Model Size (Million Parameters)":23,"Memory Usage (GB, fp32)":0.09,"Embedding Dimensions":384,"Max Tokens":512,"Average":"","BUCC (de-en)":"","BUCC (fr-en)":"","BUCC (ru-en)":"","BUCC (zh-en)":"","Tatoeba (afr-eng)":5.89,"Tatoeba (amh-eng)":0.25,"Tatoeba (ang-eng)":15.64,"Tatoeba (ara-eng)":0.0,"Tatoeba (arq-eng)":0.11,"Tatoeba (arz-eng)":0.0,"Tatoeba (ast-eng)":6.84,"Tatoeba (awa-eng)":0.51,"Tatoeba (aze-eng)":1.04,"Tatoeba (bel-eng)":0.5,"Tatoeba (ben-eng)":0.0,"Tatoeba (ber-eng)":4.69,"Tatoeba (bos-eng)":5.58,"Tatoeba (bre-eng)":3.22,"Tatoeba (bul-eng)":0.21,"Tatoeba (cat-eng)":6.93,"Tatoeba (cbk-eng)":7.04,"Tatoeba (ceb-eng)":3.39,"Tatoeba (ces-eng)":3.04,"Tatoeba (cha-eng)":13.29,"Tatoeba (cmn-eng)":1.92,"Tatoeba (cor-eng)":2.41,"Tatoeba (csb-eng)":3.78,"Tatoeba (cym-eng)":6.09,"Tatoeba (dan-eng)":7.84,"Tatoeba (deu-eng)":7.89,"Tatoeba (dsb-eng)":2.9,"Tatoeba (dtp-eng)":1.88,"Tatoeba (ell-eng)":0.1,"Tatoeba (epo-eng)":5.46,"Tatoeba (est-eng)":2.36,"Tatoeba (eus-eng)":5.54,"Tatoeba (fao-eng)":5.33,"Tatoeba (fin-eng)":2.79,"Tatoeba (fra-eng)":8.17,"Tatoeba (fry-eng)":11.22,"Tatoeba (gla-eng)":2.7,"Tatoeba (gle-eng)":2.75,"Tatoeba (glg-eng)":9.31,"Tatoeba (gsw-eng)":11.33,"Tatoeba (heb-eng)":0.22,"Tatoeba (hin-eng)":0.0,"Tatoeba (hrv-eng)":3.83,"Tatoeba (hsb-eng)":2.65,"Tatoeba (hun-eng)":3.56,"Tatoeba (hye-eng)":0.41,"Tatoeba (ido-eng)":7.48,"Tatoeba (ile-eng)":13.54,"Tatoeba (ina-eng)":17.63,"Tatoeba (ind-eng)":3.86,"Tatoeba (isl-eng)":2.37,"Tatoeba (ita-eng)":9.9,"Tatoeba (jav-eng)":3.37,"Tatoeba (jpn-eng)":0.97,"Tatoeba (kab-eng)":0.96,"Tatoeba (kat-eng)":0.3,"Tatoeba (kaz-eng)":0.42,"Tatoeba (khm-eng)":0.42,"Tatoeba (kor-eng)":0.45,"Tatoeba (kur-eng)":5.21,"Tatoeba (kzj-eng)":2.78,"Tatoeba (lat-eng)":5.04,"Tatoeba (lfn-eng)":4.55,"Tatoeba (lit-eng)":0.92,"Tatoeba (lvs-eng)":2.61,"Tatoeba (mal-eng)":0.15,"Tatoeba (mar-eng)":0.0,"Tatoeba (max-eng)":6.93,"Tatoeba (mhr-eng)":0.0,"Tatoeba (mkd-eng)":0.0,"Tatoeba (mon-eng)":0.38,"Tatoeba (nds-eng)":9.56,"Tatoeba (nld-eng)":10.16,"Tatoeba (nno-eng)":5.38,"Tatoeba (nob-eng)":4.34,"Tatoeba (nov-eng)":13.97,"Tatoeba (oci-eng)":6.55,"Tatoeba (orv-eng)":0.0,"Tatoeba (pam-eng)":3.54,"Tatoeba (pes-eng)":0.0,"Tatoeba (pms-eng)":7.62,"Tatoeba (pol-eng)":2.58,"Tatoeba (por-eng)":8.29,"Tatoeba (ron-eng)":6.82,"Tatoeba (rus-eng)":0.07,"Tatoeba (slk-eng)":3.27,"Tatoeba (slv-eng)":3.25,"Tatoeba (spa-eng)":5.63,"Tatoeba (sqi-eng)":3.58,"Tatoeba (srp-eng)":1.28,"Tatoeba (swe-eng)":6.06,"Tatoeba (swg-eng)":8.92,"Tatoeba (swh-eng)":5.8,"Tatoeba (tam-eng)":0.33,"Tatoeba (tat-eng)":0.44,"Tatoeba (tel-eng)":0.46,"Tatoeba (tgl-eng)":2.69,"Tatoeba (tha-eng)":0.3,"Tatoeba (tuk-eng)":3.52,"Tatoeba (tur-eng)":3.59,"Tatoeba (tzl-eng)":4.58,"Tatoeba (uig-eng)":0.2,"Tatoeba (ukr-eng)":0.3,"Tatoeba (urd-eng)":0.1,"Tatoeba (uzb-eng)":2.34,"Tatoeba (vie-eng)":3.07,"Tatoeba (war-eng)":4.94,"Tatoeba (wuu-eng)":0.6,"Tatoeba (xho-eng)":4.01,"Tatoeba (yid-eng)":0.14,"Tatoeba (yue-eng)":0.86,"Tatoeba (zsm-eng)":4.24}
{"index":37,"Rank":39,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/sentence-transformers\/all-mpnet-base-v2\">all-mpnet-base-v2<\/a>","Model Size (Million Parameters)":110,"Memory Usage (GB, fp32)":0.41,"Embedding Dimensions":768,"Max Tokens":514,"Average":"","BUCC (de-en)":"","BUCC (fr-en)":"","BUCC (ru-en)":"","BUCC (zh-en)":"","Tatoeba (afr-eng)":6.08,"Tatoeba (amh-eng)":0.0,"Tatoeba (ang-eng)":9.77,"Tatoeba (ara-eng)":0.1,"Tatoeba (arq-eng)":0.33,"Tatoeba (arz-eng)":0.0,"Tatoeba (ast-eng)":9.78,"Tatoeba (awa-eng)":0.44,"Tatoeba (aze-eng)":1.49,"Tatoeba (bel-eng)":0.65,"Tatoeba (ben-eng)":0.0,"Tatoeba (ber-eng)":4.56,"Tatoeba (bos-eng)":4.6,"Tatoeba (bre-eng)":3.65,"Tatoeba (bul-eng)":0.35,"Tatoeba (cat-eng)":9.44,"Tatoeba (cbk-eng)":9.33,"Tatoeba (ceb-eng)":4.41,"Tatoeba (ces-eng)":3.56,"Tatoeba (cha-eng)":12.2,"Tatoeba (cmn-eng)":2.22,"Tatoeba (cor-eng)":2.42,"Tatoeba (csb-eng)":4.19,"Tatoeba (cym-eng)":4.88,"Tatoeba (dan-eng)":10.01,"Tatoeba (deu-eng)":11.46,"Tatoeba (dsb-eng)":2.96,"Tatoeba (dtp-eng)":3.54,"Tatoeba (ell-eng)":0.0,"Tatoeba (epo-eng)":7.15,"Tatoeba (est-eng)":2.35,"Tatoeba (eus-eng)":3.94,"Tatoeba (fao-eng)":7.08,"Tatoeba (fin-eng)":3.82,"Tatoeba (fra-eng)":16.9,"Tatoeba (fry-eng)":12.43,"Tatoeba (gla-eng)":2.04,"Tatoeba (gle-eng)":2.19,"Tatoeba (glg-eng)":12.0,"Tatoeba (gsw-eng)":10.67,"Tatoeba (heb-eng)":0.28,"Tatoeba (hin-eng)":0.02,"Tatoeba (hrv-eng)":3.77,"Tatoeba (hsb-eng)":3.12,"Tatoeba (hun-eng)":3.23,"Tatoeba (hye-eng)":0.14,"Tatoeba (ido-eng)":9.84,"Tatoeba (ile-eng)":17.84,"Tatoeba (ina-eng)":22.55,"Tatoeba (ind-eng)":4.88,"Tatoeba (isl-eng)":3.86,"Tatoeba (ita-eng)":11.1,"Tatoeba (jav-eng)":3.17,"Tatoeba (jpn-eng)":1.71,"Tatoeba (kab-eng)":1.31,"Tatoeba (kat-eng)":0.43,"Tatoeba (kaz-eng)":0.52,"Tatoeba (khm-eng)":0.28,"Tatoeba (kor-eng)":0.32,"Tatoeba (kur-eng)":3.65,"Tatoeba (kzj-eng)":3.62,"Tatoeba (lat-eng)":5.78,"Tatoeba (lfn-eng)":6.1,"Tatoeba (lit-eng)":1.02,"Tatoeba (lvs-eng)":2.98,"Tatoeba (mal-eng)":0.15,"Tatoeba (mar-eng)":0.11,"Tatoeba (max-eng)":6.46,"Tatoeba (mhr-eng)":0.17,"Tatoeba (mkd-eng)":0.0,"Tatoeba (mon-eng)":0.81,"Tatoeba (nds-eng)":10.96,"Tatoeba (nld-eng)":9.29,"Tatoeba (nno-eng)":5.75,"Tatoeba (nob-eng)":4.37,"Tatoeba (nov-eng)":16.61,"Tatoeba (oci-eng)":8.57,"Tatoeba (orv-eng)":0.0,"Tatoeba (pam-eng)":4.32,"Tatoeba (pes-eng)":0.2,"Tatoeba (pms-eng)":7.63,"Tatoeba (pol-eng)":4.09,"Tatoeba (por-eng)":10.48,"Tatoeba (ron-eng)":7.34,"Tatoeba (rus-eng)":0.14,"Tatoeba (slk-eng)":3.4,"Tatoeba (slv-eng)":3.73,"Tatoeba (spa-eng)":10.12,"Tatoeba (sqi-eng)":3.45,"Tatoeba (srp-eng)":1.89,"Tatoeba (swe-eng)":6.55,"Tatoeba (swg-eng)":7.86,"Tatoeba (swh-eng)":6.01,"Tatoeba (tam-eng)":0.73,"Tatoeba (tat-eng)":0.24,"Tatoeba (tel-eng)":0.73,"Tatoeba (tgl-eng)":4.06,"Tatoeba (tha-eng)":0.0,"Tatoeba (tuk-eng)":2.23,"Tatoeba (tur-eng)":3.16,"Tatoeba (tzl-eng)":3.55,"Tatoeba (uig-eng)":0.33,"Tatoeba (ukr-eng)":0.5,"Tatoeba (urd-eng)":0.0,"Tatoeba (uzb-eng)":1.98,"Tatoeba (vie-eng)":4.96,"Tatoeba (war-eng)":5.14,"Tatoeba (wuu-eng)":0.91,"Tatoeba (xho-eng)":3.3,"Tatoeba (yid-eng)":0.08,"Tatoeba (yue-eng)":1.16,"Tatoeba (zsm-eng)":4.75}
{"index":38,"Rank":40,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/sentence-transformers\/paraphrase-multilingual-MiniLM-L12-v2\">paraphrase-multilingual-MiniLM-L12-v2<\/a>","Model Size (Million Parameters)":118,"Memory Usage (GB, fp32)":0.44,"Embedding Dimensions":384,"Max Tokens":512,"Average":"","BUCC (de-en)":"","BUCC (fr-en)":"","BUCC (ru-en)":"","BUCC (zh-en)":"","Tatoeba (afr-eng)":58.22,"Tatoeba (amh-eng)":36.21,"Tatoeba (ang-eng)":10.24,"Tatoeba (ara-eng)":87.93,"Tatoeba (arq-eng)":18.6,"Tatoeba (arz-eng)":51.26,"Tatoeba (ast-eng)":62.17,"Tatoeba (awa-eng)":33.43,"Tatoeba (aze-eng)":62.1,"Tatoeba (bel-eng)":67.73,"Tatoeba (ben-eng)":36.48,"Tatoeba (ber-eng)":4.43,"Tatoeba (bos-eng)":93.27,"Tatoeba (bre-eng)":5.56,"Tatoeba (bul-eng)":92.65,"Tatoeba (cat-eng)":94.42,"Tatoeba (cbk-eng)":55.37,"Tatoeba (ceb-eng)":8.05,"Tatoeba (ces-eng)":95.12,"Tatoeba (cha-eng)":15.98,"Tatoeba (cmn-eng)":94.93,"Tatoeba (cor-eng)":3.42,"Tatoeba (csb-eng)":21.56,"Tatoeba (cym-eng)":13.25,"Tatoeba (dan-eng)":94.8,"Tatoeba (deu-eng)":97.02,"Tatoeba (dsb-eng)":33.43,"Tatoeba (dtp-eng)":5.69,"Tatoeba (ell-eng)":95.43,"Tatoeba (epo-eng)":41.73,"Tatoeba (est-eng)":97.33,"Tatoeba (eus-eng)":23.18,"Tatoeba (fao-eng)":27.51,"Tatoeba (fin-eng)":93.1,"Tatoeba (fra-eng)":91.72,"Tatoeba (fry-eng)":31.13,"Tatoeba (gla-eng)":3.61,"Tatoeba (gle-eng)":11.62,"Tatoeba (glg-eng)":94.0,"Tatoeba (gsw-eng)":25.74,"Tatoeba (heb-eng)":86.88,"Tatoeba (hin-eng)":97.62,"Tatoeba (hrv-eng)":95.98,"Tatoeba (hsb-eng)":36.1,"Tatoeba (hun-eng)":91.58,"Tatoeba (hye-eng)":93.28,"Tatoeba (ido-eng)":40.25,"Tatoeba (ile-eng)":57.71,"Tatoeba (ina-eng)":79.13,"Tatoeba (ind-eng)":92.74,"Tatoeba (isl-eng)":24.07,"Tatoeba (ita-eng)":93.05,"Tatoeba (jav-eng)":17.04,"Tatoeba (jpn-eng)":90.41,"Tatoeba (kab-eng)":1.16,"Tatoeba (kat-eng)":95.44,"Tatoeba (kaz-eng)":34.89,"Tatoeba (khm-eng)":32.11,"Tatoeba (kor-eng)":92.52,"Tatoeba (kur-eng)":46.94,"Tatoeba (kzj-eng)":6.24,"Tatoeba (lat-eng)":19.47,"Tatoeba (lfn-eng)":47.02,"Tatoeba (lit-eng)":93.16,"Tatoeba (lvs-eng)":97.87,"Tatoeba (mal-eng)":32.2,"Tatoeba (mar-eng)":92.38,"Tatoeba (max-eng)":45.25,"Tatoeba (mhr-eng)":6.89,"Tatoeba (mkd-eng)":91.0,"Tatoeba (mon-eng)":95.04,"Tatoeba (nds-eng)":32.16,"Tatoeba (nld-eng)":94.58,"Tatoeba (nno-eng)":76.34,"Tatoeba (nob-eng)":97.73,"Tatoeba (nov-eng)":47.99,"Tatoeba (oci-eng)":38.57,"Tatoeba (orv-eng)":15.1,"Tatoeba (pam-eng)":5.41,"Tatoeba (pes-eng)":92.59,"Tatoeba (pms-eng)":30.7,"Tatoeba (pol-eng)":94.28,"Tatoeba (por-eng)":92.13,"Tatoeba (ron-eng)":95.3,"Tatoeba (rus-eng)":91.87,"Tatoeba (slk-eng)":95.15,"Tatoeba (slv-eng)":96.92,"Tatoeba (spa-eng)":95.42,"Tatoeba (sqi-eng)":98.17,"Tatoeba (srp-eng)":92.24,"Tatoeba (swe-eng)":94.42,"Tatoeba (swg-eng)":26.31,"Tatoeba (swh-eng)":14.48,"Tatoeba (tam-eng)":24.64,"Tatoeba (tat-eng)":10.25,"Tatoeba (tel-eng)":36.4,"Tatoeba (tgl-eng)":13.09,"Tatoeba (tha-eng)":96.72,"Tatoeba (tuk-eng)":15.16,"Tatoeba (tur-eng)":95.08,"Tatoeba (tzl-eng)":25.46,"Tatoeba (uig-eng)":24.39,"Tatoeba (ukr-eng)":92.82,"Tatoeba (urd-eng)":94.57,"Tatoeba (uzb-eng)":17.14,"Tatoeba (vie-eng)":95.12,"Tatoeba (war-eng)":7.25,"Tatoeba (wuu-eng)":76.0,"Tatoeba (xho-eng)":4.52,"Tatoeba (yid-eng)":14.38,"Tatoeba (yue-eng)":71.45,"Tatoeba (zsm-eng)":95.31}
{"index":39,"Rank":41,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/sentence-transformers\/paraphrase-multilingual-mpnet-base-v2\">paraphrase-multilingual-mpnet-base-v2<\/a>","Model Size (Million Parameters)":278,"Memory Usage (GB, fp32)":1.04,"Embedding Dimensions":768,"Max Tokens":514,"Average":"","BUCC (de-en)":"","BUCC (fr-en)":"","BUCC (ru-en)":"","BUCC (zh-en)":"","Tatoeba (afr-eng)":72.96,"Tatoeba (amh-eng)":53.49,"Tatoeba (ang-eng)":16.72,"Tatoeba (ara-eng)":90.19,"Tatoeba (arq-eng)":19.84,"Tatoeba (arz-eng)":55.69,"Tatoeba (ast-eng)":70.08,"Tatoeba (awa-eng)":42.83,"Tatoeba (aze-eng)":76.36,"Tatoeba (bel-eng)":79.94,"Tatoeba (ben-eng)":64.9,"Tatoeba (ber-eng)":4.88,"Tatoeba (bos-eng)":94.02,"Tatoeba (bre-eng)":6.42,"Tatoeba (bul-eng)":93.52,"Tatoeba (cat-eng)":96.05,"Tatoeba (cbk-eng)":58.68,"Tatoeba (ceb-eng)":7.39,"Tatoeba (ces-eng)":95.73,"Tatoeba (cha-eng)":12.59,"Tatoeba (cmn-eng)":95.83,"Tatoeba (cor-eng)":3.53,"Tatoeba (csb-eng)":23.73,"Tatoeba (cym-eng)":22.31,"Tatoeba (dan-eng)":96.17,"Tatoeba (deu-eng)":97.73,"Tatoeba (dsb-eng)":36.85,"Tatoeba (dtp-eng)":5.03,"Tatoeba (ell-eng)":94.93,"Tatoeba (epo-eng)":55.12,"Tatoeba (est-eng)":98.4,"Tatoeba (eus-eng)":31.33,"Tatoeba (fao-eng)":38.24,"Tatoeba (fin-eng)":95.92,"Tatoeba (fra-eng)":93.12,"Tatoeba (fry-eng)":43.54,"Tatoeba (gla-eng)":4.72,"Tatoeba (gle-eng)":16.85,"Tatoeba (glg-eng)":95.32,"Tatoeba (gsw-eng)":25.12,"Tatoeba (heb-eng)":88.26,"Tatoeba (hin-eng)":97.75,"Tatoeba (hrv-eng)":97.0,"Tatoeba (hsb-eng)":44.32,"Tatoeba (hun-eng)":94.18,"Tatoeba (hye-eng)":94.38,"Tatoeba (ido-eng)":43.91,"Tatoeba (ile-eng)":60.36,"Tatoeba (ina-eng)":84.32,"Tatoeba (ind-eng)":93.5,"Tatoeba (isl-eng)":59.25,"Tatoeba (ita-eng)":93.76,"Tatoeba (jav-eng)":23.39,"Tatoeba (jpn-eng)":92.51,"Tatoeba (kab-eng)":1.41,"Tatoeba (kat-eng)":95.46,"Tatoeba (kaz-eng)":61.49,"Tatoeba (khm-eng)":58.8,"Tatoeba (kor-eng)":93.07,"Tatoeba (kur-eng)":61.44,"Tatoeba (kzj-eng)":5.88,"Tatoeba (lat-eng)":24.25,"Tatoeba (lfn-eng)":49.56,"Tatoeba (lit-eng)":95.37,"Tatoeba (lvs-eng)":97.53,"Tatoeba (mal-eng)":88.46,"Tatoeba (mar-eng)":93.83,"Tatoeba (max-eng)":48.77,"Tatoeba (mhr-eng)":7.57,"Tatoeba (mkd-eng)":93.02,"Tatoeba (mon-eng)":96.14,"Tatoeba (nds-eng)":38.88,"Tatoeba (nld-eng)":95.5,"Tatoeba (nno-eng)":81.41,"Tatoeba (nob-eng)":98.53,"Tatoeba (nov-eng)":50.23,"Tatoeba (oci-eng)":43.49,"Tatoeba (orv-eng)":23.77,"Tatoeba (pam-eng)":5.39,"Tatoeba (pes-eng)":93.47,"Tatoeba (pms-eng)":34.19,"Tatoeba (pol-eng)":96.95,"Tatoeba (por-eng)":93.02,"Tatoeba (ron-eng)":96.43,"Tatoeba (rus-eng)":92.92,"Tatoeba (slk-eng)":96.62,"Tatoeba (slv-eng)":97.08,"Tatoeba (spa-eng)":97.0,"Tatoeba (sqi-eng)":98.57,"Tatoeba (srp-eng)":94.12,"Tatoeba (swe-eng)":95.45,"Tatoeba (swg-eng)":22.8,"Tatoeba (swh-eng)":16.02,"Tatoeba (tam-eng)":73.6,"Tatoeba (tat-eng)":10.89,"Tatoeba (tel-eng)":79.73,"Tatoeba (tgl-eng)":17.67,"Tatoeba (tha-eng)":95.99,"Tatoeba (tuk-eng)":14.91,"Tatoeba (tur-eng)":96.17,"Tatoeba (tzl-eng)":34.21,"Tatoeba (uig-eng)":48.35,"Tatoeba (ukr-eng)":92.67,"Tatoeba (urd-eng)":95.12,"Tatoeba (uzb-eng)":23.19,"Tatoeba (vie-eng)":97.23,"Tatoeba (war-eng)":7.42,"Tatoeba (wuu-eng)":78.25,"Tatoeba (xho-eng)":6.53,"Tatoeba (yid-eng)":30.73,"Tatoeba (yue-eng)":77.58,"Tatoeba (zsm-eng)":95.8}
{"index":40,"Rank":42,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/sergeyzh\/LaBSE-ru-turbo\">LaBSE-ru-turbo<\/a>","Model Size (Million Parameters)":128,"Memory Usage (GB, fp32)":0.48,"Embedding Dimensions":768,"Max Tokens":512,"Average":"","BUCC (de-en)":"","BUCC (fr-en)":"","BUCC (ru-en)":"","BUCC (zh-en)":"","Tatoeba (afr-eng)":"","Tatoeba (amh-eng)":"","Tatoeba (ang-eng)":"","Tatoeba (ara-eng)":"","Tatoeba (arq-eng)":"","Tatoeba (arz-eng)":"","Tatoeba (ast-eng)":"","Tatoeba (awa-eng)":"","Tatoeba (aze-eng)":"","Tatoeba (bel-eng)":"","Tatoeba (ben-eng)":"","Tatoeba (ber-eng)":"","Tatoeba (bos-eng)":"","Tatoeba (bre-eng)":"","Tatoeba (bul-eng)":"","Tatoeba (cat-eng)":"","Tatoeba (cbk-eng)":"","Tatoeba (ceb-eng)":"","Tatoeba (ces-eng)":"","Tatoeba (cha-eng)":"","Tatoeba (cmn-eng)":"","Tatoeba (cor-eng)":"","Tatoeba (csb-eng)":"","Tatoeba (cym-eng)":"","Tatoeba (dan-eng)":"","Tatoeba (deu-eng)":"","Tatoeba (dsb-eng)":"","Tatoeba (dtp-eng)":"","Tatoeba (ell-eng)":"","Tatoeba (epo-eng)":"","Tatoeba (est-eng)":"","Tatoeba (eus-eng)":"","Tatoeba (fao-eng)":"","Tatoeba (fin-eng)":"","Tatoeba (fra-eng)":"","Tatoeba (fry-eng)":"","Tatoeba (gla-eng)":"","Tatoeba (gle-eng)":"","Tatoeba (glg-eng)":"","Tatoeba (gsw-eng)":"","Tatoeba (heb-eng)":"","Tatoeba (hin-eng)":"","Tatoeba (hrv-eng)":"","Tatoeba (hsb-eng)":"","Tatoeba (hun-eng)":"","Tatoeba (hye-eng)":"","Tatoeba (ido-eng)":"","Tatoeba (ile-eng)":"","Tatoeba (ina-eng)":"","Tatoeba (ind-eng)":"","Tatoeba (isl-eng)":"","Tatoeba (ita-eng)":"","Tatoeba (jav-eng)":"","Tatoeba (jpn-eng)":"","Tatoeba (kab-eng)":"","Tatoeba (kat-eng)":"","Tatoeba (kaz-eng)":"","Tatoeba (khm-eng)":"","Tatoeba (kor-eng)":"","Tatoeba (kur-eng)":"","Tatoeba (kzj-eng)":"","Tatoeba (lat-eng)":"","Tatoeba (lfn-eng)":"","Tatoeba (lit-eng)":"","Tatoeba (lvs-eng)":"","Tatoeba (mal-eng)":"","Tatoeba (mar-eng)":"","Tatoeba (max-eng)":"","Tatoeba (mhr-eng)":"","Tatoeba (mkd-eng)":"","Tatoeba (mon-eng)":"","Tatoeba (nds-eng)":"","Tatoeba (nld-eng)":"","Tatoeba (nno-eng)":"","Tatoeba (nob-eng)":"","Tatoeba (nov-eng)":"","Tatoeba (oci-eng)":"","Tatoeba (orv-eng)":"","Tatoeba (pam-eng)":"","Tatoeba (pes-eng)":"","Tatoeba (pms-eng)":"","Tatoeba (pol-eng)":"","Tatoeba (por-eng)":"","Tatoeba (ron-eng)":"","Tatoeba (rus-eng)":93.22,"Tatoeba (slk-eng)":"","Tatoeba (slv-eng)":"","Tatoeba (spa-eng)":"","Tatoeba (sqi-eng)":"","Tatoeba (srp-eng)":"","Tatoeba (swe-eng)":"","Tatoeba (swg-eng)":"","Tatoeba (swh-eng)":"","Tatoeba (tam-eng)":"","Tatoeba (tat-eng)":"","Tatoeba (tel-eng)":"","Tatoeba (tgl-eng)":"","Tatoeba (tha-eng)":"","Tatoeba (tuk-eng)":"","Tatoeba (tur-eng)":"","Tatoeba (tzl-eng)":"","Tatoeba (uig-eng)":"","Tatoeba (ukr-eng)":"","Tatoeba (urd-eng)":"","Tatoeba (uzb-eng)":"","Tatoeba (vie-eng)":"","Tatoeba (war-eng)":"","Tatoeba (wuu-eng)":"","Tatoeba (xho-eng)":"","Tatoeba (yid-eng)":"","Tatoeba (yue-eng)":"","Tatoeba (zsm-eng)":""}
{"index":41,"Rank":43,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/sergeyzh\/rubert-tiny-turbo\">rubert-tiny-turbo<\/a>","Model Size (Million Parameters)":29,"Memory Usage (GB, fp32)":0.11,"Embedding Dimensions":312,"Max Tokens":2048,"Average":"","BUCC (de-en)":"","BUCC (fr-en)":"","BUCC (ru-en)":"","BUCC (zh-en)":"","Tatoeba (afr-eng)":"","Tatoeba (amh-eng)":"","Tatoeba (ang-eng)":"","Tatoeba (ara-eng)":"","Tatoeba (arq-eng)":"","Tatoeba (arz-eng)":"","Tatoeba (ast-eng)":"","Tatoeba (awa-eng)":"","Tatoeba (aze-eng)":"","Tatoeba (bel-eng)":"","Tatoeba (ben-eng)":"","Tatoeba (ber-eng)":"","Tatoeba (bos-eng)":"","Tatoeba (bre-eng)":"","Tatoeba (bul-eng)":"","Tatoeba (cat-eng)":"","Tatoeba (cbk-eng)":"","Tatoeba (ceb-eng)":"","Tatoeba (ces-eng)":"","Tatoeba (cha-eng)":"","Tatoeba (cmn-eng)":"","Tatoeba (cor-eng)":"","Tatoeba (csb-eng)":"","Tatoeba (cym-eng)":"","Tatoeba (dan-eng)":"","Tatoeba (deu-eng)":"","Tatoeba (dsb-eng)":"","Tatoeba (dtp-eng)":"","Tatoeba (ell-eng)":"","Tatoeba (epo-eng)":"","Tatoeba (est-eng)":"","Tatoeba (eus-eng)":"","Tatoeba (fao-eng)":"","Tatoeba (fin-eng)":"","Tatoeba (fra-eng)":"","Tatoeba (fry-eng)":"","Tatoeba (gla-eng)":"","Tatoeba (gle-eng)":"","Tatoeba (glg-eng)":"","Tatoeba (gsw-eng)":"","Tatoeba (heb-eng)":"","Tatoeba (hin-eng)":"","Tatoeba (hrv-eng)":"","Tatoeba (hsb-eng)":"","Tatoeba (hun-eng)":"","Tatoeba (hye-eng)":"","Tatoeba (ido-eng)":"","Tatoeba (ile-eng)":"","Tatoeba (ina-eng)":"","Tatoeba (ind-eng)":"","Tatoeba (isl-eng)":"","Tatoeba (ita-eng)":"","Tatoeba (jav-eng)":"","Tatoeba (jpn-eng)":"","Tatoeba (kab-eng)":"","Tatoeba (kat-eng)":"","Tatoeba (kaz-eng)":"","Tatoeba (khm-eng)":"","Tatoeba (kor-eng)":"","Tatoeba (kur-eng)":"","Tatoeba (kzj-eng)":"","Tatoeba (lat-eng)":"","Tatoeba (lfn-eng)":"","Tatoeba (lit-eng)":"","Tatoeba (lvs-eng)":"","Tatoeba (mal-eng)":"","Tatoeba (mar-eng)":"","Tatoeba (max-eng)":"","Tatoeba (mhr-eng)":"","Tatoeba (mkd-eng)":"","Tatoeba (mon-eng)":"","Tatoeba (nds-eng)":"","Tatoeba (nld-eng)":"","Tatoeba (nno-eng)":"","Tatoeba (nob-eng)":"","Tatoeba (nov-eng)":"","Tatoeba (oci-eng)":"","Tatoeba (orv-eng)":"","Tatoeba (pam-eng)":"","Tatoeba (pes-eng)":"","Tatoeba (pms-eng)":"","Tatoeba (pol-eng)":"","Tatoeba (por-eng)":"","Tatoeba (ron-eng)":"","Tatoeba (rus-eng)":83.14,"Tatoeba (slk-eng)":"","Tatoeba (slv-eng)":"","Tatoeba (spa-eng)":"","Tatoeba (sqi-eng)":"","Tatoeba (srp-eng)":"","Tatoeba (swe-eng)":"","Tatoeba (swg-eng)":"","Tatoeba (swh-eng)":"","Tatoeba (tam-eng)":"","Tatoeba (tat-eng)":"","Tatoeba (tel-eng)":"","Tatoeba (tgl-eng)":"","Tatoeba (tha-eng)":"","Tatoeba (tuk-eng)":"","Tatoeba (tur-eng)":"","Tatoeba (tzl-eng)":"","Tatoeba (uig-eng)":"","Tatoeba (ukr-eng)":"","Tatoeba (urd-eng)":"","Tatoeba (uzb-eng)":"","Tatoeba (vie-eng)":"","Tatoeba (war-eng)":"","Tatoeba (wuu-eng)":"","Tatoeba (xho-eng)":"","Tatoeba (yid-eng)":"","Tatoeba (yue-eng)":"","Tatoeba (zsm-eng)":""}
{"index":43,"Rank":44,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/zhou-xl\/bi-cse\">bi-cse<\/a>","Model Size (Million Parameters)":560,"Memory Usage (GB, fp32)":2.09,"Embedding Dimensions":1024,"Max Tokens":514,"Average":"","BUCC (de-en)":"","BUCC (fr-en)":"","BUCC (ru-en)":"","BUCC (zh-en)":98.39,"Tatoeba (afr-eng)":"","Tatoeba (amh-eng)":"","Tatoeba (ang-eng)":"","Tatoeba (ara-eng)":"","Tatoeba (arq-eng)":"","Tatoeba (arz-eng)":"","Tatoeba (ast-eng)":"","Tatoeba (awa-eng)":"","Tatoeba (aze-eng)":"","Tatoeba (bel-eng)":"","Tatoeba (ben-eng)":"","Tatoeba (ber-eng)":"","Tatoeba (bos-eng)":"","Tatoeba (bre-eng)":"","Tatoeba (bul-eng)":"","Tatoeba (cat-eng)":"","Tatoeba (cbk-eng)":"","Tatoeba (ceb-eng)":"","Tatoeba (ces-eng)":"","Tatoeba (cha-eng)":"","Tatoeba (cmn-eng)":95.15,"Tatoeba (cor-eng)":"","Tatoeba (csb-eng)":"","Tatoeba (cym-eng)":"","Tatoeba (dan-eng)":"","Tatoeba (deu-eng)":"","Tatoeba (dsb-eng)":"","Tatoeba (dtp-eng)":"","Tatoeba (ell-eng)":"","Tatoeba (epo-eng)":"","Tatoeba (est-eng)":"","Tatoeba (eus-eng)":"","Tatoeba (fao-eng)":"","Tatoeba (fin-eng)":"","Tatoeba (fra-eng)":"","Tatoeba (fry-eng)":"","Tatoeba (gla-eng)":"","Tatoeba (gle-eng)":"","Tatoeba (glg-eng)":"","Tatoeba (gsw-eng)":"","Tatoeba (heb-eng)":"","Tatoeba (hin-eng)":"","Tatoeba (hrv-eng)":"","Tatoeba (hsb-eng)":"","Tatoeba (hun-eng)":"","Tatoeba (hye-eng)":"","Tatoeba (ido-eng)":"","Tatoeba (ile-eng)":"","Tatoeba (ina-eng)":"","Tatoeba (ind-eng)":"","Tatoeba (isl-eng)":"","Tatoeba (ita-eng)":"","Tatoeba (jav-eng)":"","Tatoeba (jpn-eng)":"","Tatoeba (kab-eng)":"","Tatoeba (kat-eng)":"","Tatoeba (kaz-eng)":"","Tatoeba (khm-eng)":"","Tatoeba (kor-eng)":"","Tatoeba (kur-eng)":"","Tatoeba (kzj-eng)":"","Tatoeba (lat-eng)":"","Tatoeba (lfn-eng)":"","Tatoeba (lit-eng)":"","Tatoeba (lvs-eng)":"","Tatoeba (mal-eng)":"","Tatoeba (mar-eng)":"","Tatoeba (max-eng)":"","Tatoeba (mhr-eng)":"","Tatoeba (mkd-eng)":"","Tatoeba (mon-eng)":"","Tatoeba (nds-eng)":"","Tatoeba (nld-eng)":"","Tatoeba (nno-eng)":"","Tatoeba (nob-eng)":"","Tatoeba (nov-eng)":"","Tatoeba (oci-eng)":"","Tatoeba (orv-eng)":"","Tatoeba (pam-eng)":"","Tatoeba (pes-eng)":"","Tatoeba (pms-eng)":"","Tatoeba (pol-eng)":"","Tatoeba (por-eng)":"","Tatoeba (ron-eng)":"","Tatoeba (rus-eng)":"","Tatoeba (slk-eng)":"","Tatoeba (slv-eng)":"","Tatoeba (spa-eng)":"","Tatoeba (sqi-eng)":"","Tatoeba (srp-eng)":"","Tatoeba (swe-eng)":"","Tatoeba (swg-eng)":"","Tatoeba (swh-eng)":"","Tatoeba (tam-eng)":"","Tatoeba (tat-eng)":"","Tatoeba (tel-eng)":"","Tatoeba (tgl-eng)":"","Tatoeba (tha-eng)":"","Tatoeba (tuk-eng)":"","Tatoeba (tur-eng)":"","Tatoeba (tzl-eng)":"","Tatoeba (uig-eng)":"","Tatoeba (ukr-eng)":"","Tatoeba (urd-eng)":"","Tatoeba (uzb-eng)":"","Tatoeba (vie-eng)":"","Tatoeba (war-eng)":"","Tatoeba (wuu-eng)":"","Tatoeba (xho-eng)":"","Tatoeba (yid-eng)":"","Tatoeba (yue-eng)":"","Tatoeba (zsm-eng)":""}