{"id":5875,"date":"2025-12-27T17:00:51","date_gmt":"2025-12-27T08:00:51","guid":{"rendered":"https:\/\/secondlife.lol\/?p=5875"},"modified":"2025-12-27T22:32:34","modified_gmt":"2025-12-27T13:32:34","slug":"kanana-2-open-source-overview","status":"publish","type":"post","link":"https:\/\/secondlife.lol\/ja\/kanana-2-open-source-overview\/","title":{"rendered":"Kanana-2, \uc774 \uc815\ub3c4\uba74 \uad6d\uc0b0 ChatGPT? : \uce74\ub098\ub098-2 \uc624\ud508\uc18c\uc2a4 \ud575\uc2ec \uc815\ub9ac"},"content":{"rendered":"<style>.kb-image5875_a3487c-1e .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<div class=\"wp-block-kadence-image kb-image5875_a3487c-1e\"><figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"512\" height=\"346\" src=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/12\/image-67.png\" alt=\"\uce74\ub098\ub098-2 \uc624\ud508\uc18c\uc2a4 \uacf5\uac1c \uc774\ubbf8\uc9c0\" class=\"kb-img wp-image-5876\" srcset=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/12\/image-67.png 512w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/12\/image-67-300x203.png 300w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/12\/image-67-18x12.png 18w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/><\/figure><\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/tech.kakao.com\/posts\/804\" target=\"_blank\" rel=\"noopener\">\uce74\uce74\uc624 \uae30\uc220\ube14\ub85c\uadf8<\/a>\u306b <strong>\u300c\ub354 \ub611\ub611\ud558\uace0 \ud6a8\uc728\uc801\uc778 Kanana-2 \uc624\ud508\uc18c\uc2a4 \uacf5\uac1c\u300d<\/strong> \uae00\uc774 \uc62c\ub77c\uc624\uba74\uc11c, \ub610 \ud558\ub098\uc758 \uad6d\uc0b0 LLM\uc774 \ub4f1\ud310\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub984\uc740 <a href=\"https:\/\/huggingface.co\/collections\/kakaocorp\/kanana-2\" target=\"_blank\" rel=\"noopener\">Kanana-2<\/a>, \uadf8\ub9ac\uace0 \ud575\uc2ec \ud0a4\uc6cc\ub4dc\ub294 \u201c\uc5d0\uc774\uc804\ud2f1(Agentic) AI \ucd5c\uc801\ud654\u201d\uc608\uc694.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc774\ubbf8 <a href=\"https:\/\/www.llama.com\/\" target=\"_blank\" rel=\"noopener\">Llama<\/a>, <a href=\"https:\/\/qwen.ai\/\" target=\"_blank\" rel=\"noopener\">Qwen<\/a>, <a href=\"https:\/\/www.deepseek.com\/\" target=\"_blank\" rel=\"noopener\">\u30c7\u30a3\u30fc\u30d7\u30b7\u30fc\u30af<\/a>, <a href=\"https:\/\/www.kimi.com\/\" target=\"_blank\" rel=\"noopener\">Kimi<\/a>\ub4f1 \uc624\ud508\uc18c\uc2a4 \ubaa8\ub378\uc774 \ub118\uccd0\ub098\ub294 \uc2dc\ub300\uc5d0, \uc65c <strong>Kanana-2 \uc624\ud508\uc18c\uc2a4<\/strong>\uac00 \uc758\ubbf8\uac00 \uc788\uc744\uae4c\uc694?<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ud55c\uad6d\uc5b4\uc5d0 \uac15\ud558\uace0<\/li>\n\n\n\n<li><strong>\ub3c4\uad6c \ud638\ucd9c(tool calling)<\/strong>, <strong>\ubcf5\uc7a1\ud55c \uc9c0\uc2dc \uc774\ud589<\/strong>, <strong>\ub17c\ub9ac \ucd94\ub860<\/strong>\uc5d0 \ud2b9\ud788 \ud29c\ub2dd\ub418\uc5b4 \uc788\uace0<\/li>\n\n\n\n<li><strong>MLA + MoE<\/strong> \uad6c\uc870\ub85c <strong>\uc131\ub2a5 \ub300\ube44 \uc5f0\uc0b0\ube44\ub97c \uc904\uc778<\/strong> \ubaa8\ub378\uc774\ub77c\uc11c\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u8a18\u4e8b\u3067\u306f <strong>Kanana-2 \uc624\ud508\uc18c\uc2a4\uac00 \uc5b4\ub5a4 \ubaa8\ub378\uc778\uc9c0 \uac10 \uc7a1\ub294 \uac83<\/strong>\uc5d0 \uc9d1\uc911\ud558\uace0, 2\ud3b8\uc5d0\uc11c \u201c\uc2e4\uc81c\ub85c \uc5b4\ub5bb\uac8c \uc368\uba39\uc744\uae4c?\u201d\ub97c \ub2e4\ub8e8\uc5b4 \ubcf4\ub3c4\ub85d \ud558\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<style>.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-content-wrap{padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-right:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);border-top:3px solid var(--global-palette2, #2B6CB0);border-right:3px solid var(--global-palette2, #2B6CB0);border-bottom:3px solid var(--global-palette2, #2B6CB0);border-left:3px solid var(--global-palette2, #2B6CB0);border-top-left-radius:5px;border-top-right-radius:5px;border-bottom-right-radius:5px;border-bottom-left-radius:5px;box-shadow:0px 0px 14px 0px rgba(0, 0, 0, 0.2);}.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-contents-title-wrap{padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-contents-title-wrap{color:var(--global-palette2, #2B6CB0);}.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-contents-title{color:var(--global-palette2, #2B6CB0);font-size:28px;font-weight:regular;font-style:normal;}.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-content-wrap .kb-table-of-content-list{color:var(--global-palette1, #3182CE);line-height:2em;font-weight:regular;font-style:normal;margin-top:var(--global-kb-spacing-sm, 1.5rem);margin-right:0px;margin-bottom:0px;margin-left:0px;}.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-content-wrap .kb-table-of-content-list .kb-table-of-contents__entry:hover{color:var(--global-palette6, #718096);}@media all and (max-width: 1024px){.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-content-wrap{border-top:3px solid var(--global-palette2, #2B6CB0);border-right:3px solid var(--global-palette2, #2B6CB0);border-bottom:3px solid var(--global-palette2, #2B6CB0);border-left:3px solid var(--global-palette2, #2B6CB0);}}@media all and (max-width: 1024px){.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-contents-title{font-size:28px;}}@media all and (max-width: 767px){.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-content-wrap{border-top:3px solid var(--global-palette2, #2B6CB0);border-right:3px solid var(--global-palette2, #2B6CB0);border-bottom:3px solid var(--global-palette2, #2B6CB0);border-left:3px solid var(--global-palette2, #2B6CB0);}.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-contents-title{font-size:28px;}}<\/style>\n\n\n<h2 class=\"wp-block-heading\">1. \uad6d\uc0b0 LLM Kanana-2 \uc624\ud508\uc18c\uc2a4 \ud55c\ub208\uc5d0 \ubcf4\uae30<\/h2>\n\n\n<style>.kb-image5875_73210b-12 .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<div class=\"wp-block-kadence-image kb-image5875_73210b-12\"><figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"600\" height=\"319\" src=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/12\/image-68-1-600x319.jpg\" alt=\"Kanana-2 \uc624\ud508\uc18c\uc2a4 \ud5c8\uae45\ud398\uc774\uc2a4 \ucea1\uccd0 \uc774\ubbf8\uc9c0\" class=\"kb-img wp-image-5877\" srcset=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/12\/image-68-1-600x319.jpg 600w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/12\/image-68-1-300x160.jpg 300w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/12\/image-68-1-768x408.jpg 768w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/12\/image-68-1-18x10.jpg 18w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/12\/image-68-1.jpg 1200w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><figcaption>(\ucd9c\ucc98: \ud5c8\uae45\ud398\uc774\uc2a4)<\/figcaption><\/figure><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\uce74\uce74\uc624 \uacf5\uc2dd \ubc1c\ud45c \uae30\uc900\uc73c\ub85c, <strong>Kanana-2 \uc624\ud508\uc18c\uc2a4<\/strong>\ub294 \ub2e4\uc74c \ud3ec\uc778\ud2b8\ub85c \uc694\uc57d\ud560 \uc218 \uc788\uc5b4\uc694.<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong><a href=\"https:\/\/secondlife.lol\/ja\/agentic-ai-cli-overview-claude-gemini-codex\/\" data-type=\"post\" data-id=\"5193\">\uc5d0\uc774\uc804\ud2f1 AI<\/a> \ud2b9\ud654 LLM<\/strong>\n<ul class=\"wp-block-list\">\n<li>\ub2e8\uc21c Q&amp;A\uc6a9 \ucc57\ubd07\uc774 \uc544\ub2c8\ub77c,<br>\u2192 \u201c\uba85\ub839\uc744 \uc774\ud574 \u2192 \ud544\uc694\ud55c \ub3c4\uad6c \ud638\ucd9c \u2192 \uc751\ub2f5 \uc870\ud569\u201d \uac19\uc740 <strong>\uc5d0\uc774\uc804\ud2b8 \uc2a4\ud0c0\uc77c \uc791\uc5c5<\/strong>\uc5d0 \ucd5c\uc801\ud654.<\/li>\n\n\n\n<li>\ub0b4\ubd80 \ubca4\uce58\ub9c8\ud06c \uae30\uc900, <strong>\ub3c4\uad6c \ud638\ucd9c(Task\/Tool Calling) \uc131\uacf5\ub960\uc774 \uc774\uc804 \ubaa8\ub378 \ub300\ube44 3\ubc30 \uc218\uc900<\/strong>\uae4c\uc9c0 \uc62c\ub77c\uac14\ub2e4\uace0 \uc5b8\uae09\ub429\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\ubaa8\ub378 3\uc885 \uc138\ud2b8 \uacf5\uac1c<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong><a href=\"https:\/\/huggingface.co\/kakaocorp\/kanana-2-30b-a3b-base\" target=\"_blank\" rel=\"noopener\">Base<\/a><\/strong>: \ud30c\uc778\ud29c\ub2dd\/\uc5f0\uad6c\uc6a9 \uae30\ubcf8 \ubaa8\ub378<\/li>\n\n\n\n<li><strong><a href=\"https:\/\/huggingface.co\/kakaocorp\/kanana-2-30b-a3b-instruct\" target=\"_blank\" rel=\"noopener\">Instruct<\/a><\/strong>: \uc9c0\uc2dc \uc774\ud589(instruction-following) \ud29c\ub2dd \ubaa8\ub378<\/li>\n\n\n\n<li><strong><a href=\"https:\/\/huggingface.co\/kakaocorp\/kanana-2-30b-a3b-thinking\" target=\"_blank\" rel=\"noopener\">Thinking<\/a><\/strong>: \ub0b4\ubd80 \ucd94\ub860(Thinking) \uac15\ud654 \ubc84\uc804 \u2013 \uc5d0\uc774\uc804\ud2b8 \ud50c\ub85c\uc6b0, \ubcf5\uc7a1\ud55c \ubb38\uc81c \ud480\uc774\uc5d0 \uc720\ub9ac<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\uc131\ub2a5\u00b7\ud6a8\uc728\uc744 \ub3d9\uc2dc\uc5d0 \uc7a1\uc740 \uad6c\uc870<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>MLA (Multi-head Latent Attention)<\/strong><\/li>\n\n\n\n<li><strong>MoE (Mixture of Experts)<\/strong><br>\u2192 \uc77c\ubd80 \u201c\uc804\ubb38\uac00(Expert)\u201d \ub808\uc774\uc5b4\ub9cc \ud65c\uc131\ud654\ud574\uc11c, <strong>\uc804\uccb4 \ud30c\ub77c\ubbf8\ud130\ub294 \ud06c\uc9c0\ub9cc \uc2e4\uc81c \ucd94\ub860 \uc2dc \ud65c\uc131 \ud30c\ub77c\ubbf8\ud130\ub97c \uc904\uc5ec \ud6a8\uc728\u2191<\/strong><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\uae34 \ubb38\ub9e5 + \ub2e4\uad6d\uc5b4 \uc9c0\uc6d0<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u57fa\u672c <strong>32K \ud1a0\ud070 \ucee8\ud14d\uc2a4\ud2b8<\/strong> \uc9c0\uc6d0, YaRN \uc2a4\ucf00\uc77c\ub9c1\uc73c\ub85c \ucd5c\ub300 128K\uae4c\uc9c0 \ud655\uc7a5 \uac00\ub2a5(\uc124\uc815\uc5d0 \ub530\ub77c).<\/li>\n\n\n\n<li>\uc5b8\uc5b4: <strong>\ud55c\uad6d\uc5b4, \uc601\uc5b4, \uc77c\ubcf8\uc5b4, \uc911\uad6d\uc5b4, \ud0dc\uad6d\uc5b4, \ubca0\ud2b8\ub0a8\uc5b4 \ub4f1 6\uac1c \uc5b8\uc5b4<\/strong> \uc9c0\uc6d0. \ud2b9\ud788 \uc0c8 \ud1a0\ud06c\ub098\uc774\uc800\ub85c <strong>\ud55c\uad6d\uc5b4 \ucc98\ub9ac \ud6a8\uc728\uc774 30% \uc774\uc0c1 \uac1c\uc120<\/strong>\ub418\uc5c8\ub2e4\uace0 \ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\uc5b4\ub5a4 \ub77c\uc774\uc120\uc2a4?<\/strong>\n<ul class=\"wp-block-list\">\n<li>Hugging Face\uc5d0 \uc62c\ub77c\uac04 <strong>Kanana-2-30B-A3B<\/strong> \uacc4\uc5f4\uc740 <strong>kanana-license<\/strong>\ub77c\ub294 \uc790\uccb4 \ub77c\uc774\uc120\uc2a4\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uc0c1\uc5c5\uc801 \uc774\uc6a9 \uac00\ub2a5\ud558\uc9c0\ub9cc, Apache-2.0\ubcf4\ub2e4 \uc870\uae08 \ub354 \uc870\uac74\uc774 \ud0c0\uc774\ud2b8\ud558\ub2e4\uace0 \uba85\uc2dc\ub418\uc5b4 \uc788\uc5b4\uc694. \ud65c\uc6a9 \uc804 <strong>\ubc18\ub4dc\uc2dc \ub77c\uc774\uc120\uc2a4 \uc804\ubb38\uc744 \uc77d\uc5b4\uc57c<\/strong> \u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n<style>.kb-image5875_47170a-4c .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<div class=\"wp-block-kadence-image kb-image5875_47170a-4c\"><figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"600\" height=\"400\" src=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/12\/image-68-2-600x400.jpg\" alt=\"\uce74\ub098\ub098-2 \uc624\ud508\uc18c\uc2a4 \uacf5\uac1c \uc774\ubbf8\uc9c02\" class=\"kb-img wp-image-5880\" srcset=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/12\/image-68-2-600x400.jpg 600w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/12\/image-68-2-300x200.jpg 300w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/12\/image-68-2-768x512.jpg 768w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/12\/image-68-2-18x12.jpg 18w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/12\/image-68-2.jpg 1200w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/figure><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">2. Kanana-2\ub294 \uc5b4\ub514\uc11c, \uc5b4\ub5bb\uac8c \ubc1b\uc744 \uc218 \uc788\ub098?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\uc2e4\uc81c \ubaa8\ub378\uc740 \uc804\ubd80 <strong><a href=\"https:\/\/huggingface.co\/collections\/kakaocorp\/kanana-2\" target=\"_blank\" rel=\"noopener\">\u62b1\u304d\u3057\u3081\u308b\u9854<\/a><\/strong>\uc5d0 \uc62c\ub77c\uc640 \uc788\uc5b4\uc694.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ub300\ud45c \uc608\uc2dc\ub294 \uc774\ub7f0 \uc2dd\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>kakaocorp\/kanana-2-30b-a3b-base<\/code><\/li>\n\n\n\n<li><code>kakaocorp\/kanana-2-30b-a3b-instruct<\/code><\/li>\n\n\n\n<li><code>kakaocorp\/kanana-2-30b-a3b-thinking<\/code><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\uae30\ubcf8 \ud750\ub984<\/strong>\uc740 \ub2e4\ub978 LLM\uacfc \ub611\uac19\uc544\uc694.<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Hugging Face\uc5d0\uc11c \ubaa8\ub378 \ub808\ud3ec\uc9c0\ud1a0\ub9ac \ubc29\ubb38<\/li>\n\n\n\n<li><code>git lfs<\/code> + <code>transformers<\/code>\/<code>vLLM<\/code>\/<code>TGI<\/code> \ub4f1\uc73c\ub85c \ubaa8\ub378 \ub2e4\uc6b4\ub85c\ub4dc<\/li>\n\n\n\n<li>GPU \uc11c\ubc84 or \uace0\uc2a4\ud399 CPU \uc11c\ubc84\uc5d0\uc11c \uc11c\ube59<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u203b \uc9c0\uae08 \uc2dc\uc810(2025\ub144 12\uc6d4 \uae30\uc900)\uc5d0\ub294 <strong>\ub85c\uceec \ub9e5\ubd81\uc5d0\uc11c \ub3cc\ub9ac\uae30\uc5d4 30B \uae09\uc774 \uaf64 \ubb34\uac81\uae30 \ub54c\ubb38\uc5d0<\/strong>,<br>\ucd94\ud6c4 <strong>\ub354 \uc791\uc740 \ud30c\ub77c\ubbf8\ud130\uc758 Kanana-2 \uacc4\uc5f4<\/strong>\uc774 \ub098\uc624\uac70\ub098,<br>\uc555\ucd95\/\uc591\uc790\ud654\ud55c \ucee4\ubba4\ub2c8\ud2f0 \ubc84\uc804\uc774 \ub098\uc624\uba74 \ub85c\uceec \uc2e4\ud5d8\ub3c4 \uac00\ub2a5\uc131\uc774 \ucee4\uc9c8 \uac70\uc608\uc694. (\uc774 \ubd80\ubd84\uc740 \uc55e\uc73c\ub85c \uc5c5\ub370\uc774\ud2b8\ub97c \uae30\ub2e4\ub824\uc57c \ubd10\uc57c \ud560 \uac83 \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">3. Kanana-1.5, Qwen, Llama\ub791 \ubb50\uac00 \ub2e4\ub97c\uae4c?<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1) Kanana-1.5 vs Kanana-2<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Kanana-1.5<\/strong>\n<ul class=\"wp-block-list\">\n<li>\uc774\ubbf8 \ud55c\uad6d\uc5b4 \uc131\ub2a5\uc774 \uaf64 \uc88b\uc558\uace0,<\/li>\n\n\n\n<li>MoE \uad6c\uc870 \uae30\ubc18 \uacbd\ub7c9\u00b7\ud6a8\uc728\uc744 \ubcf4\uc5ec\uc92c\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Kanana-2 \uc624\ud508\uc18c\uc2a4<\/strong>\n<ul class=\"wp-block-list\">\n<li>\uc5d0\uc774\uc804\ud2f1 AI\uc5d0 \ud3ec\ucee4\uc2a4: \ub3c4\uad6c \ud638\ucd9c\/\ucd94\ub860\uc5d0 \ucd08\uc810<\/li>\n\n\n\n<li>\ub9e5\ub77d \uae38\uc774\uc640 \ub2e4\uad6d\uc5b4 \uc9c0\uc6d0, \ud1a0\ud06c\ub098\uc774\uc800 \ud6a8\uc728\uae4c\uc9c0 \uac1c\uc120<\/li>\n\n\n\n<li>\ub0b4\ubd80 \ubca4\uce58\ub9c8\ud06c\uc5d0\uc11c <strong>Qwen-3-30B Base\ubcf4\ub2e4 KoSimpleQA 2\ubc30 \uc774\uc0c1<\/strong> \uc2a4\ucf54\uc5b4\ub97c \uae30\ub85d\ud588\ub2e4\ub294 \uc5b8\uae09\ub3c4 \uc788\uc5b4\uc694.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2) Qwen, Llama \uac19\uc740 \uae00\ub85c\ubc8c \ubaa8\ub378\ub4e4\uacfc \ube44\uad50 \ud3ec\uc778\ud2b8<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Kanana-2 \uc624\ud508\uc18c\uc2a4\uac00 \uac15\ud55c \ucabd<\/strong>\n<ul class=\"wp-block-list\">\n<li>\ud55c\uad6d\uc5b4 QA\/\uc9c0\uc2dd \uc601\uc5ed<\/li>\n\n\n\n<li>\ud55c\uad6d \ud658\uacbd\/\uc11c\ube44\uc2a4 \ubb38\ub9e5\uc5d0 \uac00\uae4c\uc6b4 \ub370\uc774\ud130<\/li>\n\n\n\n<li>\uc5d0\uc774\uc804\ud2b8\/\ub3c4\uad6c \ud638\ucd9c \ubca4\uce58\ub9c8\ud06c\uc5d0 \ub9de\ucdb0 \ud29c\ub2dd\ub41c \uc810<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\uc544\uc9c1\uc740 \uad00\ub9dd\ud574\uc57c \ud560 \ubd80\ubd84<\/strong>\n<ul class=\"wp-block-list\">\n<li>\uc601\uc5b4 \ub4f1 \uae00\ub85c\ubc8c \ubca4\uce58\ub9c8\ud06c\uc5d0\uc11c\uc758 \u201c\uc808\ub300 \uc131\ub2a5\u201d\uc740 Llama 3.x, Qwen 3.x \uac19\uc740 \uae00\ub85c\ubc8c \ucd5c\uc0c1\uc704 \ubaa8\ub378 \ub300\ube44 \uc5b4\ub290 \uc815\ub3c4\uc778\uc9c0\ub294 \uacc4\uc18d \uac80\uc99d \uc911\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\uadf8\ub798\uc11c \ud604\uc2e4\uc801\uc778 \ud3ec\uc9c0\uc158\uc740 \uc774 \uc815\ub3c4\ub85c \ubcf4\uba74 \uc88b\uc744 \uac83 \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>\u201c\ud55c\uad6d\uc5b4 \uc911\uc2ec \uc11c\ube44\uc2a4 + \uc5d0\uc774\uc804\ud2b8\/\ud234\ucf5c\ub9c1 \uae30\ub2a5\uc744 \ub9cc\ub4e4\uace0 \uc2f6\uc740 \ud300\uc774 \uac80\ud1a0\ud574 \ubcfc \ub9cc\ud55c \uad6d\uc0b0 LLM \ud6c4\ubcf4\u201d<\/strong><\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\">4. \uad6d\uc0b0 LLM Kanana-2 \uc624\ud508\uc18c\uc2a4 \uc815\ub9ac\ud558\uae30<\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"600\" height=\"369\" src=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/12\/image-68-600x369.png\" alt=\"\uce74\ub098\ub098-2 \uc624\ud508\uc18c\uc2a4 \uacf5\uac1c \uc774\ubbf8\uc9c03\" class=\"wp-image-5881\" srcset=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/12\/image-68-600x369.png 600w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/12\/image-68-300x184.png 300w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/12\/image-68-768x472.png 768w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/12\/image-68-18x12.png 18w, https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/12\/image-68.png 1049w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">\uc774\ubc88 \ud3ec\uc2a4\ud2b8\uc5d0\uc11c \uae30\uc5b5\ud558\uba74 \uc88b\uc740 \ud0a4\ud3ec\uc778\ud2b8\ub9cc \ub2e4\uc2dc \ubaa8\uc544\ubcfc\uac8c\uc694.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Kanana-2 \uc624\ud508\uc18c\uc2a4<\/strong>\u306f <strong>\uc5d0\uc774\uc804\ud2f1 AI\uc5d0 \ucd5c\uc801\ud654\ub41c \uad6d\uc0b0 LLM<\/strong>\uc774\ub2e4.<\/li>\n\n\n\n<li><strong>Base \/ Instruct \/ Thinking<\/strong> 3\uc885\uc774 Hugging Face\uc5d0 \uacf5\uac1c\ub418\uc5b4 \uc788\uace0,<br>\ud55c\uad6d\uc5b4 + \ub2e4\uad6d\uc5b4, \uae34 \ubb38\ub9e5, \ub3c4\uad6c \ud638\ucd9c \uc131\ub2a5\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd94\uace0 \uc788\ub2e4.<\/li>\n\n\n\n<li><strong>MLA + MoE \uad6c\uc870<\/strong>\u3092\u901a\u3058\u3066 <strong>\u201c\ud070 \ubaa8\ub378\uc778\ub370\ub3c4 \uc2e4\uc81c \ucd94\ub860 \ube44\uc6a9\uc744 \uc904\uc778\u201d<\/strong> \uc124\uacc4\ub97c \ucc44\ud0dd\ud588\ub2e4.<\/li>\n\n\n\n<li>\ub77c\uc774\uc120\uc2a4\ub294 <strong>kanana-license<\/strong>\ub85c \uc0c1\uc5c5\uc801 \uc0ac\uc6a9\uc774 \uac00\ub2a5\ud558\uc9c0\ub9cc, \uc870\uac74\uc774 \uc788\uc73c\ub2c8 \uaf3c\uaf3c\ud55c \ud655\uc778\uc774 \ud544\uc694\ud558\ub2e4.<\/li>\n\n\n\n<li>\uad6d\uc0b0 LLM\uc73c\ub85c \uae00\ub85c\ubc8c LLM\uacfc \u201c\ub204\uac00 \ub354 \uc88b\ub0d0\u201d\uac00 \uc544\ub2c8\ub77c,<br>\u201c\ud55c\uad6d\uc5b4\/\uc5d0\uc774\uc804\ud2b8\/\ud234\ucf5c\ub9c1 \uc911\uc2ec\uc758 \uc11c\ube44\uc2a4\uc5d0 \uc801\ud569\ud55c\uac00?\u201d\uac00 Kanana-2 \uc624\ud508\uc18c\uc2a4 \ud3c9\uac00 \uae30\uc900\uc774 \ub41c\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/secondlife.lol\/ja\/kanana-2-open-source-practical-guide\/\">2\ud3b8<\/a>\uc5d0\uc11c\ub294 \uc774\uc81c \uc9c4\uc9dc\ub85c,<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u201c\uc774 Kanana-2 \uc624\ud508\uc18c\uc2a4, <strong>\uc2e4\uc81c\ub85c \uc5b4\ub5bb\uac8c \uc368\uba39\uc9c0?<\/strong>\u201d<br>\ub77c\ub294 \uad00\uc810\uc5d0\uc11c <strong>\uc2e4\ubb34 \ud65c\uc6a9 \uc2dc\ub098\ub9ac\uc624 + \ucf54\ub4dc \uc608\uc2dc \uc911\uc2ec<\/strong>\uc73c\ub85c \uc815\ub9ac\ud574 \ubcf4\ub3c4\ub85d \ud558\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\uc5ec\uae30\uc11c\ub294 Kanana\u20112 \uc624\ud508\uc18c\uc2a4 \ud3ec\uc2a4\ud2b8\uc758 \uc8fc\uc694 \uae30\uc220\uacfc \uac1c\ub150\uc744 \uc815\ub9ac\ud574, \ub3c5\uc790\ub4e4\uc774 \uae00 \ub9d0\ubbf8\uc5d0\uc11c \ube60\ub974\uac8c \ucc38\uace0\ud560 \uc218 \uc788\ub3c4\ub85d \ub9cc\ub4e0 <strong>\uc6a9\uc5b4 \ud574\uc124 \uc139\uc158<\/strong>\uc744 \uc81c\uc548\ub4dc\ub9bd\ub2c8\ub2e4. \uc6cc\ub4dc\ud504\ub808\uc2a4 \ud3ec\uc2a4\ud2b8\uc5d0\uc11c\ub3c4 \uadf8\ub300\ub85c \ud65c\uc6a9\ud558\uae30 \uc88b\uac8c \uad6c\uc131\ud588\uc5b4\uc694.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"kanana2\">\ud83e\udde0 \uc6a9\uc5b4 \uc815\ub9ac<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>1. LLM (Large Language Model)<\/strong><br>\ub300\uaddc\ubaa8 \ud14d\uc2a4\ud2b8 \ub370\uc774\ud130\ub97c \ud559\uc2b5\ud574 \ubb38\uc7a5 \uc0dd\uc131\u00b7\uc774\ud574\u00b7\ucd94\ub860 \ub4f1\uc758 \ub2a5\ub825\uc744 \uac16\ucd98 AI \ubaa8\ub378. \ub300\ud45c\uc801\uc73c\ub85c ChatGPT, Llama, Qwen \ub4f1\uc774 \uc788\ub2e4. Kanana\u20112 \uc5ed\uc2dc \ud55c\uad6d\uc5b4 \uc911\uc2ec\uc758 \uc624\ud508\uc18c\uc2a4 LLM\uc774\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>2. \uc5d0\uc774\uc804\ud2f1 AI (Agentic AI)<\/strong><br>\ub2e8\uc21c\ud788 \ub2f5\ub9cc \uc8fc\ub294 \ucc57\ubd07\uc774 \uc544\ub2c8\ub77c, \uba85\ub839\uc744 \uc774\ud574\ud558\uace0 \ud544\uc694\ud55c \ub3c4\uad6c(tool)\ub97c \ud638\ucd9c\ud574 <strong>\uc791\uc5c5\uc744 \uc218\ud589<\/strong>\ud558\ub294 \ub2a5\ub3d9\ud615 \uc778\uacf5\uc9c0\ub2a5. Kanana\u20112\ub294 \uc774 \uc9c0\ud5a5\uc810\uc5d0 \ub9de\ucdb0 \ud6c8\ub828\ub418\uc5c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>3. \ub3c4\uad6c \ud638\ucd9c (Tool Calling)<\/strong><br>AI\uac00 \uacc4\uc0b0\uae30\ub098 \uac80\uc0c9 API \uac19\uc740 \uc678\ubd80 \uae30\ub2a5\uc744 <strong>\ud544\uc694 \uc2dc \uc2a4\uc2a4\ub85c \ud638\ucd9c<\/strong>\ud558\uace0, \uadf8 \uacb0\uacfc\ub97c \uc774\uc6a9\ud574 \uc751\ub2f5\uc744 \uc644\uc131\ud558\ub294 \uad6c\uc870. Kanana\u20112\ub294 \uc774 \uc131\uacf5\ub960\uc744 \ud06c\uac8c \ub192\uc600\ub2e4\ub294 \uac83\uc774 \ud575\uc2ec \uac1c\uc120\uc810\uc774\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>4. MLA (Multi\u2011head Latent Attention)<\/strong><br>Kanana\u20112\uc758 \uc8fc\uc694 \uad6c\uc870 \uc911 \ud558\ub098\ub85c, <strong>Attention \uc5f0\uc0b0\uc758 \ud6a8\uc728\uc131\uc744 \ub192\uc774\ub294 \ubc29\uc2dd<\/strong>. \uc5ec\ub7ec \u201c\ud5e4\ub4dc\u201d\uac00 \uc815\ubcf4\ub97c \ub098\ub220 \ucc98\ub9ac\ud558\uba70 \uba54\ubaa8\ub9ac \uc0ac\uc6a9\ub7c9\uc744 \uc904\uc778\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>5. MoE (Mixture of Experts)<\/strong><br>\ud558\ub098\uc758 \uac70\ub300\ud55c \ubaa8\ub378 \uc548\uc5d0 \uc5ec\ub7ec \u201c\uc804\ubb38\uac00(Expert)\u201d \ub124\ud2b8\uc6cc\ud06c\uac00 \uc788\uace0, \uc785\ub825\uc5d0 \ub9de\ub294 \uc77c\ubd80\ub9cc \ud65c\uc131\ud654\ud574 <strong>\uc5f0\uc0b0\ub7c9\uc740 \uc801\uac8c, \uc131\ub2a5\uc740 \ub3d9\uc77c\ud558\uac8c<\/strong> \uc720\uc9c0\ud558\ub294 \uae30\uc220. \ud6a8\uc728\ud615 \ub300\uaddc\ubaa8 \ubaa8\ub378\uc758 \ud575\uc2ec \uc544\uc774\ub514\uc5b4\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>6. Instruct \ubaa8\ub378<\/strong><br>\u201c\uc0ac\uc6a9\uc790 \uc9c0\uc2dc\uc5d0 \ub530\ub77c \ud589\ub3d9\ud558\ub3c4\ub85d\u201d \ubbf8\uc138 \uc870\uc815\ub41c LLM. \uc608: <code>Kanana\u20112\u201130B\u2011A3B\u2011Instruct<\/code>\ub294 \uc9c8\ubb38 \uc751\ub2f5, \ucf54\ub529, \ubd84\uc11d \uac19\uc740 \uc2e4\uc6a9 \uba85\ub839 \uc218\ud589\uc5d0 \ud2b9\ud654\ub418\uc5b4 \uc788\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>7. Thinking \ubaa8\ub378<\/strong><br>\ub0b4\ubd80 \ucd94\ub860(Thinking) \ub2a5\ub825\uc744 \uac15\ud654\ud55c \ud615\ud0dc. \uc5d0\uc774\uc804\ud2b8 \ud50c\ub85c\uc6b0\ub098 \ubcf5\uc7a1\ud55c \uc758\uc0ac\uacb0\uc815\ud615 \ud0dc\uc2a4\ud06c\uc5d0\uc11c \uc815\ud655\ub3c4\ub97c \ub192\uc778\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>8. Hugging Face<\/strong><br>AI \ubaa8\ub378 \uacf5\uc720 \ud50c\ub7ab\ud3fc. \uc624\ud508\uc18c\uc2a4 LLM \ub300\ubd80\ubd84\uc774 \uc5ec\uae30\uc5d0 \uacf5\uac1c\ub41c\ub2e4. Kanana\u20112\ub3c4 <code>kakaocorp\/kanana\u20112\u201130b\u2011a3b\u2011*<\/code> \ud615\ud0dc\ub85c \uacf5\uac1c\ub418\uc5b4 \uc788\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>9. Token \/ Context Length (\ud1a0\ud070\u00b7\ubb38\ub9e5 \uae38\uc774)<\/strong><br>LLM\uc774 \ud55c \ubc88\uc5d0 \uc774\ud574\ud560 \uc218 \uc788\ub294 \uae00\uc790\u00b7\ub2e8\uc5b4 \ub2e8\uc704\uc758 \uc804\uccb4 \ub9e5\ub77d \uae38\uc774. Kanana\u20112\ub294 \uae30\ubcf8 32K \ud1a0\ud070, \uc124\uc815\uc5d0 \ub530\ub77c \ucd5c\ub300 128K\uae4c\uc9c0 \ud655\uc7a5\ub41c\ub2e4.<\/p>","protected":false},"excerpt":{"rendered":"<p>\uce74\uce74\uc624 \uae30\uc220\ube14\ub85c\uadf8\uc5d0 \u300c\ub354 \ub611\ub611\ud558\uace0 \ud6a8\uc728\uc801\uc778 Kanana-2 \uc624\ud508\uc18c\uc2a4 \uacf5\uac1c\u300d \uae00\uc774 \uc62c\ub77c\uc624\uba74\uc11c,&#8230;<\/p>","protected":false},"author":3,"featured_media":5876,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_kad_blocks_custom_css":"","_kad_blocks_head_custom_js":"","_kad_blocks_body_custom_js":"","_kad_blocks_footer_custom_js":"","_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"_kad_post_classname":"","footnotes":""},"categories":[7],"tags":[947,1251,1248,1247,1255,1250,1253,1249,1252,1254,1256],"class_list":["post-5875","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-coding","tag-agentic-ai","tag-hugging-face","tag-kanana-2","tag-kanana-2-","tag-mla","tag-moe","tag--llm","tag--ai","tag-1256"],"taxonomy_info":{"category":[{"value":7,"label":"\uc778\uacf5\uc9c0\ub2a5(AI)"}],"post_tag":[{"value":947,"label":"Agentic 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\uae30\uc220\ube14\ub85c\uadf8"}]},"featured_image_src_large":["https:\/\/secondlife.lol\/wp-content\/uploads\/2025\/12\/image-67.png",512,346,false],"author_info":{"display_name":"TERE","author_link":"https:\/\/secondlife.lol\/ja\/author\/tere\/"},"comment_info":0,"category_info":[{"term_id":7,"name":"\uc778\uacf5\uc9c0\ub2a5(AI)","slug":"ai-coding","term_group":0,"term_taxonomy_id":7,"taxonomy":"category","description":"","parent":20,"count":70,"filter":"raw","cat_ID":7,"category_count":70,"category_description":"","cat_name":"\uc778\uacf5\uc9c0\ub2a5(AI)","category_nicename":"ai-coding","category_parent":20}],"tag_info":[{"term_id":947,"name":"Agentic AI","slug":"agentic-ai","term_group":0,"term_taxonomy_id":947,"taxonomy":"post_tag","description":"","parent":0,"count":7,"filter":"raw"},{"term_id":1251,"name":"Hugging 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