{"id":47367,"date":"2026-10-07T13:05:35","date_gmt":"2026-10-07T04:05:35","guid":{"rendered":"https:\/\/jore2.com\/?p=47367"},"modified":"2026-10-07T13:05:35","modified_gmt":"2026-10-07T04:05:35","slug":"ai-21335-embeddinggemma-2","status":"publish","type":"post","link":"https:\/\/jore2.com\/?p=47367","title":{"rendered":"\uad6c\uae00, \uacbd\ub7c9 \uba40\ud2f0\ubaa8\ub2ec \uc784\ubca0\ub529 \ubaa8\ub378 EmbeddingGemma 2 \uacf5\uac1c"},"content":{"rendered":"
\n

\uc724\uc9c0\ud6c4<\/strong><\/p>\n<\/div>\n

\uad6c\uae00\uc774 \uc0c8\ub85c\uc6b4 \uc624\ud508\uc18c\uc2a4 \uba40\ud2f0\ubaa8\ub2ec \uc784\ubca0\ub529 \ubaa8\ub378\uc778 EmbeddingGemma 2\ub97c \uacf5\uc2dd \uacf5\uac1c\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc774 \ubaa8\ub378\uc740 \ud14d\uc2a4\ud2b8, \ucf54\ub4dc, \uc774\ubbf8\uc9c0, \ube44\ub514\uc624, \uc624\ub514\uc624 \ub4f1 \ub2e4\uc591\ud55c \ud615\uc2dd\uc758 \ub370\uc774\ud130\ub97c 768\ucc28\uc6d0\uc758 \ub2e8\uc77c \ubca1\ud130 \uacf5\uac04\uc73c\ub85c \ubcc0\ud658\ud569\ub2c8\ub2e4.<\/p>\n

\uae30\uc874 Gemma 4 \uae30\ubc18\uc758 \uc11c\ube0c 1B \ud30c\ub77c\ubbf8\ud130 \uaddc\ubaa8\ub85c \uc124\uacc4\ub418\uc5b4 \ucef4\ud4e8\ud305 \uc790\uc6d0 \ubd80\ub2f4\uc744 \ud06c\uac8c \uc904\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n

\ud2b9\ud788 \uac80\uc0c9 \uc99d\uac15 \uc0dd\uc131(RAG) \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc774\ub098 \ub85c\uceec \ucf54\ub4dc\ubca0\uc774\uc2a4 \uc778\ub371\uc2f1 \uc791\uc5c5\uc5d0 \ucd5c\uc801\ud654\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n

\ub192\uc740 \uc815\ud655\ub3c4\uc640 \ub0ae\uc740 \uc9c0\uc5f0 \uc2dc\uac04\uc744 \ub3d9\uc2dc\uc5d0 \ud655\ubcf4\ud560 \uc218 \uc788\ub3c4\ub85d \ud29c\ub2dd\ub41c \uc810\uc774 \ud2b9\uc9d5\uc785\ub2c8\ub2e4.<\/p>\n

\uac1c\ubc1c\uc790\ub4e4\uc740 sentence-transformers \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \ud1b5\ud574 \ud544\uc694\ud55c \ubaa8\ub2ec\ub9ac\ud2f0 \uc778\ucf54\ub354\ub9cc \uc120\ud0dd\uc801\uc73c\ub85c \ub85c\ub4dc\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\ud14d\uc2a4\ud2b8\uc640 \ucf54\ub4dc \uc804\uc6a9\uc73c\ub85c\ub294 270M \ud30c\ub77c\ubbf8\ud130\uac00 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n

\ube44\uc804 \uae30\ub2a5\uae4c\uc9c0 \ud3ec\ud568\ud558\uba74 440M, \uc624\ub514\uc624\ub294 570M \ud30c\ub77c\ubbf8\ud130\uac00 \uc18c\uc694\ub429\ub2c8\ub2e4.<\/p>\n

\ubaa8\ub4e0 \ubaa8\ub2ec\ub9ac\ud2f0\ub97c \uc9c0\uc6d0\ud560 \uacbd\uc6b0 \ucd5c\ub300 740M \ud30c\ub77c\ubbf8\ud130\uac00 \ud560\ub2f9\ub429\ub2c8\ub2e4.<\/p>\n

Matryoshka Representation Learning(MRL) \uae30\uc220\ub3c4 \uc801\uc6a9\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc774\ub97c \ud1b5\ud574 \ubca1\ud130 \ucc28\uc6d0\uc744 768\uc5d0\uc11c 128\uae4c\uc9c0 \ub3d9\uc801\uc73c\ub85c \uc798\ub77c\ub0bc \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uc800\uc7a5 \uacf5\uac04\uc744 \ub300\ud3ed \uc808\uc57d\ud560 \uc218 \uc788\ub294 \uc7a5\uc810\uc774 \uc0dd\uacbc\uc2b5\ub2c8\ub2e4.<\/p>\n

256\ucc28\uc6d0 \uc218\uc900\uc5d0\uc11c\ub3c4 \ud14d\uc2a4\ud2b8\uc640 \ucf54\ub4dc \uac80\uc0c9 \ud488\uc9c8\uc758 \uc0c1\ub2f9 \ubd80\ubd84\uc744 \uc720\uc9c0\ud558\ub294 \uac83\uc73c\ub85c \ubcf4\uace0\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n

Apache 2.0 \ub77c\uc774\uc120\uc2a4\ub85c \ubc30\ud3ec\ub41c \uc810\uc774 \uac1c\ubc1c\uc790 \ucee4\ubba4\ub2c8\ud2f0\uc758 \ud638\uc751\uc744 \uc5bb\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

Hacker News\uc5d0\uc11c\ub294 \ub3c5\uc810 \ubaa8\ub378 \uc758\uc874\uc131\uc744 \ud53c\ud558\uace0 \ud504\ub77c\uc774\ubc84\uc2dc \uc911\uc2ec\uc758 \uc0ac\uc6a9\uc744 \uac00\ub2a5\ud558\uac8c \ud55c\ub2e4\ub294 \ud3c9\uac00\uac00 \ub098\uc654\uc2b5\ub2c8\ub2e4.<\/p>\n

\ud2b9\uc815 \ubca4\ub354\uac00 \uc11c\ube44\uc2a4\ub97c \uc911\ub2e8\ud558\ub354\ub77c\ub3c4 \uc790\uccb4 \ud638\uc2a4\ud305\uc774 \uac00\ub2a5\ud558\ub2e4\ub294 \uc548\uc815\uc131 \uce21\uba74\uc774 \uac15\uc870\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n

\ud604\uc7ac\uae4c\uc9c0\uc758 \uac80\uc99d\ub41c \uc815\ubcf4\ub294 \uacf5\uc2dd \ube14\ub85c\uadf8\uc640 \uac1c\ubc1c \uac00\uc774\ub4dc\uc5d0 \uc9d1\uc911\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc2e4\uc81c \ub300\uaddc\ubaa8 \ud504\ub85c\ub355\uc158 \ud658\uacbd\uc5d0\uc11c\uc758 \uc7a5\uae30\uc801\uc778 \uc131\ub2a5 \uc800\ud558\ub098 \uc720\uc9c0\ubcf4\uc218 \ube44\uc6a9\uc5d0 \ub300\ud55c \uad6c\uccb4\uc801\uc778 \ub370\uc774\ud130\ub294 \uc544\uc9c1 \uacf5\uac1c\ub418\uc9c0 \uc54a\uc558\uc2b5\ub2c8\ub2e4.<\/p>\n","protected":false},"excerpt":{"rendered":"

\uad6c\uae00\uc774 \uc0c8\ub85c\uc6b4 \uc624\ud508\uc18c\uc2a4 \uba40\ud2f0\ubaa8\ub2ec \uc784\ubca0\ub529 \ubaa8\ub378\uc778 EmbeddingGemma 2\ub97c \uacf5\uc2dd \uacf5\uac1c\ud588\uc2b5\ub2c8\ub2e4. \uc774 \ubaa8\ub378\uc740 \ud14d\uc2a4\ud2b8, \ucf54\ub4dc, \uc774\ubbf8\uc9c0, \ube44\ub514\uc624, \uc624\ub514\uc624 \ub4f1 \ub2e4\uc591\ud55c \ud615\uc2dd\uc758 \ub370\uc774\ud130\ub97c 768\ucc28\uc6d0\uc758 \ub2e8\uc77c \ubca1\ud130 \uacf5\uac04\uc73c\ub85c \ubcc0\ud658\ud569\ub2c8\ub2e4.<\/p>\n","protected":false},"author":2,"featured_media":47366,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"jore2_quality_policy":"people-first-v2","footnotes":""},"categories":[8858],"tags":[7,31132,5012,3324,210,31133],"class_list":["post-47367","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","tag-ai","tag-embeddinggemma-2","tag-rag","tag-3324","tag-210","tag-31133"],"featured_image_urls":{"full":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/10\/table2-1-original.png",2544,1096,false],"thumbnail":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/10\/table2-1-original-150x150.png",150,150,true],"medium":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/10\/table2-1-original-300x129.png",300,129,true],"medium_large":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/10\/table2-1-original-768x331.png",640,276,true],"large":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/10\/table2-1-original-1024x441.png",640,276,true],"1536x1536":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/10\/table2-1-original-1536x662.png",1536,662,true],"2048x2048":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/10\/table2-1-original-2048x882.png",2048,882,true],"morenews-large":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/10\/table2-1-original-825x575.png",825,575,true],"morenews-medium":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/10\/table2-1-original-590x410.png",590,410,true]},"author_info":{"info":["\uc724\uc9c0\ud6c4"]},"category_info":"AI<\/a>","tag_info":"AI","comment_count":"0","_links":{"self":[{"href":"https:\/\/jore2.com\/index.php?rest_route=\/wp\/v2\/posts\/47367","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\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/jore2.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=47367"}],"version-history":[{"count":0,"href":"https:\/\/jore2.com\/index.php?rest_route=\/wp\/v2\/posts\/47367\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/jore2.com\/index.php?rest_route=\/wp\/v2\/media\/47366"}],"wp:attachment":[{"href":"https:\/\/jore2.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=47367"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/jore2.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=47367"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/jore2.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=47367"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}