Spaces:
Running
on
CPU Upgrade
Running
on
CPU Upgrade
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{"index":3,"Rank":24,"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,"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":4,"Rank":25,"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,"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":18,"Rank":26,"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,"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":20,"Rank":27,"Model":"<a target=\"_blank\" style=\"text-decoration: underline\" href=\"https:\/\/huggingface.co\/sentence-transformers\/average_word_embeddings_glove.6B.300d\">glove.6B.300d<\/a>","Model Size (Million Parameters)":120,"Memory Usage (GB, fp32)":0.45,"Average":"","BUCC (de-en)":0.18,"BUCC (fr-en)":0.19,"BUCC (ru-en)":0.1,"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":27,"Rank":28,"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,"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)":""} | |