{"id":23268,"date":"2026-05-15T04:37:27","date_gmt":"2026-05-14T19:37:27","guid":{"rendered":"https:\/\/jore2.com\/ai-22917-granite-embedding-multilingual-r2-open-apache-2-0-multilingual-embeddings-with-32k-context-best-sub-100m-retrieval-quali\/"},"modified":"2026-05-15T04:37:27","modified_gmt":"2026-05-14T19:37:27","slug":"ai-22917-granite-embedding-multilingual-r2-open-apache-2-0-multilingual-embeddings-with-32k-context-best-sub-100m-retrieval-quali","status":"publish","type":"post","link":"https:\/\/jore2.com\/?p=23268","title":{"rendered":"32K \ucee8\ud14d\uc2a4\ud2b8\uc640 200 \uac1c \uc5b8\uc5b4\ub97c \uc7a1\uc740 IBM \uc758 \uc0c8\ub85c\uc6b4 \uc784\ubca0\ub529 \ubaa8\ub378, \uc65c \uc9c0\uae08 \uc8fc\ubaa9\ubc1b\ub294\uac00"},"content":{"rendered":"<div class=\"jore2-editor-byline\">\n<p><strong>\uae40\ub3c4\uc724<\/strong><\/p>\n<\/div>\n<p>\uba40\ud2f0\ubaa8\ub2ec \ud658\uacbd\uc5d0\uc11c \uc5b8\uc5b4 \uac04 \uc7a5\ubcbd\uc744 \ud5c8\ubb34\ub294 \uae30\uc220\uc774 \uae09\ubd80\uc0c1\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 IBM \uc774 \uacf5\uac1c\ud55c Granite Embedding Multilingual R2 \ub294 \uae30\uc874 \uc784\ubca0\ub529 \ubaa8\ub378\uc774 \uacaa\ub358 &#8216;\ubaa8\ub378 \ud06c\uae30\uc640 \uc5b8\uc5b4 \uc9c0\uc6d0 \ubc94\uc704&#8217; \uc0ac\uc774\uc758 \uc0c1\ucda9 \uad00\uacc4\ub97c \ud68d\uae30\uc801\uc73c\ub85c \uc881\ud614\ub2e4\ub294 \uc810\uc5d0\uc11c \uc8fc\ubaa9\ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uacfc\uac70\uc5d0\ub294 1 \uc5b5 \ud30c\ub77c\ubbf8\ud130 \ubbf8\ub9cc\uc758 \uacbd\ub7c9 \ubaa8\ub378\uc744 \uc120\ud0dd\ud558\uba74 \uc5b8\uc5b4 \ucee4\ubc84\ub9ac\uc9c0\uac00 \uc81c\ud55c\ub418\uac70\ub098, \ub2e4\uad6d\uc5b4\ub97c \uc9c0\uc6d0\ud558\ub824\uba74 \ubaa8\ub378\uc774 \ub108\ubb34 \ubb34\uac70\uc6cc\uc838 \uc2e4\uc2dc\uac04 \ucc98\ub9ac\uac00 \uc5b4\ub824\uc6e0\uc2b5\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \uc774\ubc88 R2 \uc2dc\ub9ac\uc988\ub294 \uc774 \ub450 \uac00\uc9c0 \uc694\uad6c\ub97c \ub3d9\uc2dc\uc5d0 \ucda9\uc871\uc2dc\ud0a4\ub294 \uc0c8\ub85c\uc6b4 \uae30\uc900\uc744 \uc81c\uc2dc\ud558\uba70 \uac1c\ubc1c\uc790\ub4e4 \uc0ac\uc774\uc5d0\uc11c \ub728\uac70\uc6b4 \ubc18\uc751\uc744 \uc5bb\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc774 \ubaa8\ub378\uc774 \uc8fc\ubaa9\ubc1b\ub294 \ud575\uc2ec \uc774\uc720\ub294 \uc555\ub3c4\uc801\uc778 \uc131\ub2a5\uacfc \ud6a8\uc728\uc131\uc758 \ub3d9\uc2dc \ub2ec\uc131\uc785\ub2c8\ub2e4. 97M \ud30c\ub77c\ubbf8\ud130\uc758 \uacbd\ub7c9 \ubaa8\ub378\uc740 MTEB \uba40\ud2f0\ub9c1\uad6c\uc5bc \ub9ac\ud2b8\ub9ac\ubc8c \ubca4\uce58\ub9c8\ud06c\uc5d0\uc11c 60.3 \uc810\uc774\ub77c\ub294 \uae30\ub85d\uc744 \uc138\uc6b0\uba70, 1 \uc5b5 \ud30c\ub77c\ubbf8\ud130 \ubbf8\ub9cc \uc624\ud508\uc18c\uc2a4 \ubaa8\ub378 \uc911 \uac00\uc7a5 \ub192\uc740 \uc131\ub2a5\uc744 \uc785\uc99d\ud588\uc2b5\ub2c8\ub2e4. \ub3d9\uc2dc\uc5d0 311M \ud30c\ub77c\ubbf8\ud130 \ud480\uc0ac\uc774\uc988 \ubaa8\ub378\uc740 65.2 \uc810\uc73c\ub85c \uc624\ud508\uc18c\uc2a4 5 \uc5b5 \ud30c\ub77c\ubbf8\ud130 \ubbf8\ub9cc \ubaa8\ub378 \uc911 2 \uc704\ub97c \ucc28\uc9c0\ud588\uc2b5\ub2c8\ub2e4. \ub354 \uc911\uc694\ud55c \uac83\uc740 \uc774 \ubaa8\ub378\ub4e4\uc774 200 \uac1c \uc774\uc0c1\uc758 \uc5b8\uc5b4\ub97c \uc9c0\uc6d0\ud558\uba74\uc11c\ub3c4 32K \ud1a0\ud070\uc758 \uae34 \ucee8\ud14d\uc2a4\ud2b8\ub97c \ucc98\ub9ac\ud560 \uc218 \uc788\ub2e4\ub294 \uc810\uc785\ub2c8\ub2e4. \uc774\uc804 \ubc84\uc804\uc778 R1 \ub300\ube44 \ucee8\ud14d\uc2a4\ud2b8 \uae38\uc774\uac00 64 \ubc30 \ud655\uc7a5\ub418\uc5b4 \uae34 \ubb38\uc11c\ub098 \ubcf5\uc7a1\ud55c \ucf54\ub4dc \ube14\ub85d\uc744 \ud55c \ubc88\uc5d0 \uc774\ud574\ud558\uace0 \uac80\uc0c9\ud558\ub294 \ub370 \ucd5c\uc801\ud654\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc2e4\ubb34 \uc801\uc6a9 \uce21\uba74\uc5d0\uc11c\ub3c4 \uc774 \ubaa8\ub378\uc740 \ud070 \ubcc0\ud654\ub97c \uc608\uace0\ud569\ub2c8\ub2e4. 9 \uac1c \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc5d0 \ub300\ud55c \ucf54\ub4dc \ub9ac\ud2b8\ub9ac\ubc8c \uae30\ub2a5\uc774 \ucd94\uac00\ub418\uc5b4 \uad6d\uc81c\uc801\uc778 \uac1c\ubc1c \ud300\uc774 \uc11c\ub85c \ub2e4\ub978 \uc5b8\uc5b4\ub85c \uc791\uc131\ub41c \ucf54\ub4dc\ub97c \uac80\uc0c9\ud558\uace0 \ud1b5\ud569\ud558\ub294 \uc791\uc5c5\uc774 \ud6e8\uc52c \uc218\uc6d4\ud574\uc84c\uc2b5\ub2c8\ub2e4. \ub610\ud55c Apache 2.0 \ub77c\uc774\uc120\uc2a4\ub85c \uacf5\uac1c\ub418\uc5b4 \uae30\uc5c5 \ud658\uacbd\uc5d0\uc11c\ub3c4 \ubcc4\ub3c4 \ube44\uc6a9 \ubd80\ub2f4 \uc5c6\uc774 \uc790\uc720\ub86d\uac8c \ubc30\ud3ec\ud558\uace0 \ucee4\uc2a4\ud130\ub9c8\uc774\uc9d5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub9e4\ud2b8\ub9ac\u30e7\uc2dc\uce74 \uc784\ubca0\ub529 \uae30\uc220\uc744 \uc9c0\uc6d0\ud568\uc73c\ub85c\uc368 \uc0ac\uc6a9\uc790\ub294 \ud544\uc694\uc5d0 \ub530\ub77c \uc784\ubca0\ub529 \ucc28\uc6d0\uc744 \uc870\uc808\ud558\uba70 \uc800\uc7a5 \uacf5\uac04\uacfc \uc5f0\uc0b0 \ube44\uc6a9\uc744 \uc720\uc5f0\ud558\uac8c \uc808\uac10\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \ub300\uaddc\ubaa8 \ub370\uc774\ud130\uc14b\uc744 \ub2e4\ub8e8\ub294 \uae30\uc5c5\uc774\ub098 \ub9ac\uc18c\uc2a4\uac00 \uc81c\ud55c\ub41c \uc2a4\ud0c0\ud2b8\uc5c5 \ubaa8\ub450\uc5d0\uac8c \uc2e4\uc9c8\uc801\uc778 \uc774\ub4dd\uc774 \ub429\ub2c8\ub2e4.<\/p>\n<p>\ud5a5\ud6c4 \uc8fc\ubaa9\ud574\uc57c \ud560 \uc810\uc740 \uc774 \ubaa8\ub378\uc774 \uc5b4\ub5bb\uac8c \uae00\ub85c\ubc8c AI \uc0dd\ud0dc\uacc4\uc758 \ud45c\uc900\uc73c\ub85c \uc790\ub9ac \uc7a1\uc744\uc9c0\uc785\ub2c8\ub2e4. IBM \uc774 \uc81c\uc2dc\ud55c \uc774 \uae30\uc220\uc740 \ub2e8\uc21c\ud55c \ubca4\uce58\ub9c8\ud06c \uc218\uce58\ub97c \ub118\uc5b4, \uc2e4\uc81c \ub2e4\uad6d\uc5b4 \ud658\uacbd\uc5d0\uc11c \uc791\ub3d9\ud558\ub294 RAG \uc2dc\uc2a4\ud15c\uc758 \uc131\ub2a5 \ud55c\uacc4\ub97c \ub04c\uc5b4\uc62c\ub9ac\ub294 \uc5ed\ud560\uc744 \ud560 \uac83\uc785\ub2c8\ub2e4. \ud2b9\ud788 \uc624\ud508\uc18c\uc2a4 \uae30\ubc18\uc758 \uace0\uc131\ub2a5 \uc784\ubca0\ub529 \ubaa8\ub378\uc774 \uc0c1\uc6a9 \ubaa8\ub378\uc744 \uc704\ud611\ud560 \ub9cc\ud07c\uc758 \ud488\uc9c8\uc744 \uac16\ucd94\uac8c \ub418\uba74\uc11c, \uae30\uc5c5\ub4e4\uc758 \ubaa8\ub378 \uc120\ud0dd \uae30\uc900\uc774 \ub2e4\uc2dc \ud55c\ubc88 \uc7ac\ud3b8\ub420 \uac00\ub2a5\uc131\uc774 \ud07d\ub2c8\ub2e4. \uac1c\ubc1c\uc790\ub4e4\uc740 \uc774\uc81c \uc5b8\uc5b4 \uac04 \uc7a5\ubcbd\uacfc \ubaa8\ub378 \ud06c\uae30\ub77c\ub294 \uc81c\uc57d\uc744 \ub35c \ubc1b\uace0, \ub354 \uc815\uad50\ud558\uace0 \ube60\ub978 \uac80\uc0c9 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uae30\uc874 \uc18c\uaddc\ubaa8 \ubaa8\ub378\uc774 \uc5b8\uc5b4 \ud3ed\uc744 \ud3ec\uae30\ud558\uac70\ub098, \ub300\ud615 \ubaa8\ub378\uc774 \ubb34\uac70\uc6e0\ub358 \ub51c\ub808\ub9c8\ub97c IBM \uc774 \ud574\uacb0\ud588\uc2b5\ub2c8\ub2e4. 32K \ucee8\ud14d\uc2a4\ud2b8\ub97c \uc9c0\uc6d0\ud558\uba70 200 \uac1c \uc5b8\uc5b4\ub97c \ub3d9\uc2dc\uc5d0 \ucc98\ub9ac\ud558\ub294 \uc624\ud508\uc18c\uc2a4 \uc784\ubca0\ub529 \ubaa8\ub378\uc774 \ub4f1\uc7a5\ud574 \uae00\ub85c\ubc8c \uac1c\ubc1c\uc790\ub4e4\uc758 \uc774\ubaa9\uc744 \uc9d1\uc911\uc2dc\ud0a4\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n","protected":false},"author":7,"featured_media":23267,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[8858],"tags":[17769,7,17771,17767,17768,17770],"class_list":["post-23268","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","tag-32k","tag-ai","tag-apache-2-0","tag-ibm-granite","tag-17768","tag-17770"],"featured_image_urls":{"full":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/05\/lrzqdi73p2iiqrjtd25f7.png",2400,1256,false],"thumbnail":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/05\/lrzqdi73p2iiqrjtd25f7-150x150.png",150,150,true],"medium":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/05\/lrzqdi73p2iiqrjtd25f7-300x157.png",300,157,true],"medium_large":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/05\/lrzqdi73p2iiqrjtd25f7-768x402.png",640,335,true],"large":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/05\/lrzqdi73p2iiqrjtd25f7-1024x536.png",640,335,true],"1536x1536":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/05\/lrzqdi73p2iiqrjtd25f7-1536x804.png",1536,804,true],"2048x2048":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/05\/lrzqdi73p2iiqrjtd25f7-2048x1072.png",2048,1072,true],"morenews-large":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/05\/lrzqdi73p2iiqrjtd25f7-825x575.png",825,575,true],"morenews-medium":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/05\/lrzqdi73p2iiqrjtd25f7-590x410.png",590,410,true]},"author_info":{"info":["\uae40\ub3c4\uc724"]},"category_info":"<a href=\"https:\/\/jore2.com\/?cat=8858\" rel=\"category\">AI<\/a>","tag_info":"AI","comment_count":"0","_links":{"self":[{"href":"https:\/\/jore2.com\/index.php?rest_route=\/wp\/v2\/posts\/23268","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/jore2.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/jore2.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/jore2.com\/index.php?rest_route=\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/jore2.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=23268"}],"version-history":[{"count":0,"href":"https:\/\/jore2.com\/index.php?rest_route=\/wp\/v2\/posts\/23268\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/jore2.com\/index.php?rest_route=\/wp\/v2\/media\/23267"}],"wp:attachment":[{"href":"https:\/\/jore2.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=23268"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/jore2.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=23268"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/jore2.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=23268"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}