{"id":737453,"date":"2026-09-04T14:26:53","date_gmt":"2026-09-04T13:26:53","guid":{"rendered":"https:\/\/blog.jetbrains.com\/?post_type=junie&#038;p=737453"},"modified":"2026-09-04T14:26:56","modified_gmt":"2026-09-04T13:26:56","slug":"how-we-optimized-the-qwen-3-6-model-for-our-junie-agent","status":"publish","type":"junie","link":"https:\/\/blog.jetbrains.com\/ko\/junie\/2026\/09\/how-we-optimized-the-qwen-3-6-model-for-our-junie-agent\/","title":{"rendered":"Junie \uc5d0\uc774\uc804\ud2b8\ub97c \uc704\ud55c Qwen 3.6 \ubaa8\ub378 \ucd5c\uc801\ud654 \ubc29\ubc95"},"content":{"rendered":"\n<p>\uc5bc\ub9c8 \uc804 \uc800\ud76c\ub294 \uc0ac\uc6a9\uc790\uac00 \ub2e4\uc591\ud55c <s><\/s>\ud558\ub4dc\uc6e8\uc5b4 \uad6c\uc131\uc5d0\uc11c \ub85c\uceec \ucd94\ub860\uc73c\ub85c Junie\ub97c \uc644\uc804\ud788 \ub85c\uceec\uc5d0\uc11c \uc2e4\ud589\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \uc7a5\uae30 \ud504\ub85c\uc81d\ud2b8\ub97c \uc2dc\uc791\ud588\uc2b5\ub2c8\ub2e4. \ud070 \uae30\ub300\ub97c \ub4f1\uc5d0 \uc5c5\uace0 \ucd5c\uadfc\uc5d0\ub294 Qwen3.6-27B\ub97c \uae30\ubc18\uc73c\ub85c MacBook M5\uc5d0\uc11c \uc791\ub3d9\ud558\ub294 <a href=\"https:\/\/blog.jetbrains.com\/junie\/2026\/08\/junie-local-launch\/\">Junie Local\uc758 \uccab \ubc84\uc804\uc744 \ucd9c\uc2dc<\/a>\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc774 \ube14\ub85c\uadf8 \uae00\uc5d0\uc11c\ub294 \uc774\ub97c \uad6c\ud604\ud558\uae30 \uc704\ud574 \uc5b4\ub5a4 \uc791\uc5c5\uc774 \ud544\uc694\ud588\ub294\uc9c0, \uadf8\ub9ac\uace0 Qwen3.8-27B\uac00 \uc544\ub2cc Qwen3.6-27B\ub85c \ucd9c\uc2dc\ud55c \uc774\uc720\ub97c \uacf5\uc720\ud569\ub2c8\ub2e4. \uc774 \uc791\uc5c5\uc5d0\uc11c \uc800\ud76c\ub294 Junie \uc5d0\uc774\uc804\ud2b8 \uc790\uccb4\ubd80\ud130 \uc120\ud0dd\ub41c \ucd94\ub860 \uc5d4\uc9c4\uae4c\uc9c0 \uc804\uccb4 \uc2a4\ud0dd\uc744 \ucd5c\uc801\ud654\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<div class=\"buttons\">\n<div class=\"buttons__row\"><a class=\"btn\" href=\"https:\/\/jb.gg\/jlblog\" target=\"_blank\" rel=\"noopener\">Junie Local \uc124\uce58<\/a><\/div>\n<\/div>\n\n\n\n<p>\uba3c\uc800 Junie\ubd80\ud130 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \uc5b4\ucc28\ud53c \ub85c\uceec \ubaa8\ub378\uacfc\uc758 \uc0c1\ud638\uc791\uc6a9\uc774 \uc2dc\uc791\ub418\ub294 \uacf3\uc774 Junie\uc774\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">Junie \ucd5c\uc801\ud654<\/h1>\n\n\n\n<h2 class=\"wp-block-heading\">\uc5d0\uc774\uc804\ud2b8\uc758 \ub864\ub9c1 \ucee8\ud14d\uc2a4\ud2b8 \ud655\uc7a5<\/h2>\n\n\n\n<p>\ub2e4\ub978 \ucf54\ub529 \uc5d0\uc774\uc804\ud2b8\uc640 \ub9c8\ucc2c\uac00\uc9c0\ub85c Junie\uc5d0\ub3c4 \ubaa8\ub4e0 \uc791\uc5c5\uc774 \uc218\ud589\ub418\ub294 \uba54\uc778 \uc2e4\ud589 \ub8e8\ud504\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uba3c\uc800 \uc0ac\uc6a9\uc790\uac00 \uc791\uc5c5\uc744 \uc9c0\uc815\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uc774\uc5b4\uc11c Junie\uac00 \uc791\uc5c5\uc744 LLM\uc5d0 \uc804\uc1a1\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uadf8\ub7ec\uba74 LLM\uc774 Bash \uba85\ub839\uc5b4, \ud30c\uc77c \uc77d\uae30\/\uc4f0\uae30 \uc9c0\uc2dc \ub4f1\uc758 \ub3c4\uad6c \ud638\ucd9c\ub85c \uc751\ub2f5\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\ub9c8\uc9c0\ub9c9\uc73c\ub85c Junie\uac00 \uc774 \uba85\ub839\uc758 \uacb0\uacfc\ub97c \ub2e4\uc2dc LLM\uc5d0 \uc804\uc1a1\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p>\ub0b4\ubd80\uc5d0\uc11c \uc77c\uc5b4\ub098\ub294 \uacfc\uc815\uc744 \uc544\uc8fc \ub2e8\uc21c\ud558\uac8c \ub098\ud0c0\ub0b8 \ucc28\ud2b8\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"901\" height=\"564\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2026\/08\/scheme_1_light.png\" alt=\"\" class=\"wp-image-733129\"\/><\/figure>\n\n\n\n<p>\ucc28\ud2b8\uc5d0\uc11c \ubcfc \uc218 \uc788\ub4ef\uc774 LLM\uc740 \ucee8\ud14d\uc2a4\ud2b8\ub97c \uacc4\uc18d \ud655\uc7a5\ud558\ub294 \uc694\uccad\uc744 \ubc1b\uc73c\uba70, \uadf8 \ub355\ubd84\uc5d0 \uc774\ubbf8 \ucc98\ub9ac\ud55c \uc694\uccad\uc758 \uc815\ubcf4\ub97c \uc77c\ubd80 \uc7ac\uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub354 \uad6c\uccb4\uc801\uc73c\ub85c\ub294 \uc774\uc804 \uc694\uccad\uc758 \ud504\ub9ac\ud544 \ub370\uc774\ud130\ub97c \ub2e4\uc74c \uc694\uccad\uc5d0 \uc7ac\uc0ac\uc6a9\ud560 \uc218 \uc788\uc73c\uba70, \uc774 \ub370\uc774\ud130\ub97c KV \uce90\uc2dc\ub77c\uace0 \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uadf8\ub7ec\ub098 \ub3d9\uc77c\ud55c \uc138\uc158\uc5d0\uc11c Junie\uc5d0\uac8c \ub450 \ubc88\uc9f8 \uc791\uc5c5\uc744 \uc694\uccad\ud558\uba74 Junie\ub294 \ucee8\ud14d\uc2a4\ud2b8\uc5d0\uc11c \uad00\ub828 \ubd80\ubd84\ub9cc \uac00\uc838\uc640 \ucc3d\uc5d0 \ub123\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"901\" height=\"560\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2026\/08\/scheme_2_light.png\" alt=\"\" class=\"wp-image-733141\"\/><\/figure>\n\n\n\n<p>\ud074\ub77c\uc6b0\ub4dc \ubaa8\ub378\uc5d0\uc11c\ub294 \ubcf4\ud1b5 \uc774 \ubc29\uc2dd\uc774 \uc644\ubcbd\ud558\uac8c \uc791\ub3d9\ud569\ub2c8\ub2e4. \ubaa8\ub378\uc774 \uc77c\ubd80 \ud30c\uc77c\uc758 \ub0b4\uc6a9\uc744 \ub2e4\uc2dc \ud544\uc694\ub85c \ud558\ub354\ub77c\ub3c4 \uc561\uc138\uc2a4\ub97c \uc694\uccad\ud574 \ub2e4\uc2dc \ucc98\ub9ac\ud560 \uc218 \uc788\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4. \uac8c\ub2e4\uac00 \ud504\ub9ac\ud544\ub3c4 \ub9e4\uc6b0 \ube60\ub985\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ud558\uc9c0\ub9cc \ub85c\uceec \ubaa8\ub378\uc5d0\uc11c\ub294 \uc0c1\ud669\uc774 \ub2e4\ub985\ub2c8\ub2e4. \ud504\ub9ac\ud544\uc774 \uadf8\ub2e4\uc9c0 \ube60\ub974\uc9c0 \uc54a\uace0, \ud30c\uc77c\uc744 \u2018\uc77d\ub294\u2019 \ub370 \uc2e4\uc81c\ub85c \uc0c1\ub2f9\ud55c \uc2dc\uac04\uc774 \uac78\ub9bd\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc774 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 \ub85c\uceec \ucd94\ub860 \ub85c\uc9c1\uc744 \ubcc0\uacbd\ud588\uc2b5\ub2c8\ub2e4. \uc774\uc81c \ubaa8\ub4e0 \uc0c8 \uc694\uccad\uc744 \ub864\ub9c1 \ucee8\ud14d\uc2a4\ud2b8\uc5d0 \uc9c1\uc811 \ucd94\uac00\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"901\" height=\"772\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2026\/08\/scheme_3_light.png\" alt=\"\" class=\"wp-image-733153\"\/><\/figure>\n\n\n\n<p>\uc774 \ubc29\uc2dd\uc774\ub77c\uba74 \uc774\uc804 \uc791\uc5c5\uc758 KV \uce90\uc2dc\ub97c \uc7ac\uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc989, \ubaa8\ub378\uc774 \uc774\ubbf8 \ud30c\uc77c\uc744 \uc77d\uc5c8\ub2e4\uba74 \ud574\ub2f9 \ud30c\uc77c\uc774 \ucee8\ud14d\uc2a4\ud2b8 \ucc3d\uc5d0 \uadf8\ub300\ub85c \ub0a8\uae30 \ub54c\ubb38\uc5d0 \ub2e4\uc2dc \u2018\uc77d\uc744\u2019 \ud544\uc694\uac00 \uc5c6\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\ucd08\uae30 \uc7ac\uc0ac\uc6a9 \uac00\ub2a5 \uc811\ub450\uc0ac \ucd5c\ub300\ud654<\/h2>\n\n\n\n<p>\uc800\ud76c\uac00 \uc801\uc6a9\ud55c \ub610 \ub2e4\ub978 \uc720\uc0ac\ud55c \ucd5c\uc801\ud654\ub294 \uc0c8 \ucf54\ub529 \uc138\uc158\uc744 \uc2dc\uc791\ud560 \ub54c Junie\uac00 \ubcf4\ub0b4\ub294 \uc2dc\uc2a4\ud15c \ud504\ub86c\ud504\ud2b8\uc640 \ucd08\uae30 \ucee8\ud14d\uc2a4\ud2b8\uc5d0 \uad00\ud55c \uac83\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc55e \uc139\uc158\uc5d0\uc11c\ub294 \ud750\ub984\uc744 \ub2e4\uc18c \ub2e8\uc21c\ud654\ud574 \uc124\uba85\ud588\uc2b5\ub2c8\ub2e4. \uc2e4\uc81c \uccab \ubc88\uc9f8 LLM \uc694\uccad\uc5d0\uc11c\ub294 \ucc28\ud2b8\uc5d0 \ud45c\uc2dc\ub41c \uac83\ubcf4\ub2e4 \ud6e8\uc52c \ub9ce\uc740 \ub370\uc774\ud130\uac00 LLM\uc5d0 \uc804\uc1a1\ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"901\" height=\"592\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2026\/08\/scheme_4_light.png\" alt=\"\" class=\"wp-image-733164\"\/><\/figure>\n\n\n\n<p>\ubcf4\uc2dc\ub294 \uac83\ucc98\ub7fc \uc644\uc804\ud788 \ub2e4\ub978 \uc815\ubcf4 \uc9d1\ud569\uc774 LLM\uc5d0 \uc804\ub2ec\ub429\ub2c8\ub2e4. \uadf8\ub9ac\uace0 \uc774 \ubaa8\ub4e0 \uc815\ubcf4\ub294 \uc0c8 \uc138\uc158\uc744 \uc2dc\uc791\ud560 \ub54c\ub9c8\ub2e4 \uc804\uc1a1\ub418\uace0 \ucc98\ub9ac\ub429\ub2c8\ub2e4. \uc800\ud76c\ub294 \ub2f9\uc5f0\ud788 \uc774 \uc815\ubcf4\ub97c \uc5b4\ub5a4 \ubc29\uc2dd\uc73c\ub85c\ub4e0 \uce90\uc2dc \ucc98\ub9ac\ud560 \uc218 \uc788\uae30\ub97c \ubc14\ub790\uc2b5\ub2c8\ub2e4 \ud83d\ude42<\/p>\n\n\n\n<p>\uc774\ub97c \uc704\ud574 \uc774 \ub370\uc774\ud130\ub97c \uc804\uc1a1\ud558\ub294 \uc21c\uc11c\ub97c \ubcc0\uacbd\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"901\" height=\"592\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2026\/08\/scheme_5_light.png\" alt=\"\" class=\"wp-image-733175\"\/><\/figure>\n\n\n\n<p>\ub610\ud55c \ucd94\ub860 \uc5d4\uc9c4\uc5d0 \ud2b9\ubcc4\ud55c \ub85c\uc9c1\uc744 \ucd94\uac00\ud574 \uc0ac\uc6a9\uc790\uc758 \uc694\uccad\uae4c\uc9c0 \uc774\uc5b4\uc9c0\ub294 \uc811\ub450\uc0ac \uc804\uccb4\ub97c \uce90\uc2dc \ucc98\ub9ac\ud588\uc2b5\ub2c8\ub2e4. \ub355\ubd84\uc5d0 \uac19\uc740 \ud504\ub85c\uc81d\ud2b8 \ub0b4 \uc774\ud6c4 \uc791\uc5c5\uc5d0\uc11c\ub294 \uc774\ub97c \uadf8\ub300\ub85c \uc7ac\uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\ub9cc \uc0ac\uc6a9\uc790\uc758 \uc694\uccad \ub4a4\uc5d0 \uc624\ub294 \ud504\ub85c\uc81d\ud2b8 \ucee8\ud14d\uc2a4\ud2b8\ub294 \uc81c\uc678\ud588\uc2b5\ub2c8\ub2e4. \uc774 \ucee8\ud14d\uc2a4\ud2b8\ub294 \uc0c1\ub2f9\ud788 \uc791\uace0 \ub300\ubd80\ubd84 \ucd5c\uc0c1\uc704 \ud504\ub85c\uc81d\ud2b8 \ud30c\uc77c\ub85c \uad6c\uc131\ub418\uc5b4 \uc788\uc5b4 \uc790\uc8fc \ubc14\ub014 \uc218 \uc788\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\uc9c4\ud589 \uc0c1\ud669\uc744 \uc791\uc5c5\uc5d0 \uc5c5\ub370\uc774\ud2b8<\/h2>\n\n\n\n<p>\ub354 \uac15\ub825\ud55c \ud074\ub77c\uc6b0\ub4dc \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud560 \ub54c Junie\ub294 \uc0ac\uc6a9\uc790\uc5d0\uac8c \ud45c\uc2dc\ud560 \uc5c5\ub370\uc774\ud2b8\uac00 \ub2f4\uae34 XML\uacfc \uc720\uc0ac\ud55c \ud615\uc2dd\uc758 \ud2b9\uc218 \ube14\ub85d\uc744 \ucd94\uac00\ud558\ub3c4\ub85d LLM\uc5d0 \uc694\uccad\ud569\ub2c8\ub2e4. \uc544\uc27d\uac8c\ub3c4 Qwen 3.6\uc740 \uc774\ub7ec\ud55c \uc694\uccad\uc744 \ub300\ubd80\ubd84 \ubb34\uc2dc\ud569\ub2c8\ub2e4. \ud55c\ud3b8 \ubaa8\ub378\uc740 LLM \uc694\uccad \uacb0\uacfc\uc758 \uc77c\ubd80\ub85c \uc790\uc2e0\uc758 \uc791\uc5c5\uc744 \uc77c\ubc18 \ud14d\uc2a4\ud2b8\ub85c \uc791\uc131\ud569\ub2c8\ub2e4. \uc989, LLM\uc774 \ub3c4\uad6c \ud638\ucd9c\uacfc \ud568\uaed8 \uc774\ub97c \uc124\uba85\ud558\ub294 \ud14d\uc2a4\ud2b8\ub97c \uc804\uc1a1\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ub530\ub77c\uc11c \ud574\uacb0\ucc45\uc740 \uac04\ub2e8\ud569\ub2c8\ub2e4. Qwen 3.6\uc774 \uc0dd\uc131\ud55c \uc774 \ud14d\uc2a4\ud2b8\ub97c \uc0ac\uc6a9\uc790\uc5d0\uac8c \ubcf4\uc5ec \uc904 \uc5c5\ub370\uc774\ud2b8\ub85c \uc0ac\uc6a9\ud558\uba74 \ub429\ub2c8\ub2e4. \uc774\ub7f0 \uc870\uc815\uc740 \ubaa8\ub378\ub9c8\ub2e4 \ub2e4\ub985\ub2c8\ub2e4. \uc989, Qwen 3.6\uc774 \uc774\ub807\uac8c \ub3d9\uc791\ud55c \uac83\uc740 \uc6b4\uc774 \uc88b\uc558\ub358 \uacbd\uc6b0\uc785\ub2c8\ub2e4. \uc5b4\ub5a4 \ubaa8\ub378\uc740 \uc774 \ubd80\ubd84\uc5d0 \uc544\ubb34\uac83\ub3c4 \ucd9c\ub825\ud558\uc9c0 \uc54a\uace0, \ub2e4\ub978 \ubaa8\ub378\uc740 \uc9c0\ub098\uce58\uac8c \ub9ce\uc740 \ud14d\uc2a4\ud2b8\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\ubd88\ud544\uc694\ud55c LLM \ud638\ucd9c \uc81c\uac70<\/h2>\n\n\n\n<p>\ub2e4\uc74c \ucd5c\uc801\ud654\uc778 \ubaa8\ub4e0 \uc120\ud0dd\uc801 LLM \uc694\uccad \ube44\ud65c\uc131\ud654\ub294 \uc0ac\uc18c\ud574 \ubcf4\uc77c \uc218 \uc788\uc9c0\ub9cc, \uc5d0\uc774\uc804\ud2b8\uc758 \ud6a8\uc728\uc131\uc744 \ub192\uc774\ub294 \ub370 \uc2e4\uc81c\ub85c \ud070 \ub3c4\uc6c0\uc774 \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uad6c\uccb4\uc801\uc73c\ub85c\ub294 \uc791\uc5c5\uc5d0 \ub300\ud55c \uc9e7\uc740 \uc124\uba85\uc744 \uc0dd\uc131\ud558\ub294 \ubaa8\ub4e0 \ub85c\uc9c1\uc744 \ube44\ud65c\uc131\ud654\ud588\uc2b5\ub2c8\ub2e4. \uc774 \uacfc\uc815\uc5d0\uc11c \uc77c\ubd80 UX\ub97c \ud76c\uc0dd\ud55c \uac83\uc740 \uc0ac\uc2e4\uc774\uc9c0\ub9cc, \uadf8 \uc190\uc2e4\uc774 \uc9c0\ub098\uce58\ub2e4\uace0 \ud310\ub2e8\ud558\uc9c0\ub294 \uc54a\uc558\uc2b5\ub2c8\ub2e4. \ub610\ud55c M5\uc5d0\uc11c LLM \uc694\uccad\uc744 \uac00\uc7a5 \ud6a8\uc728\uc801\uc73c\ub85c \ucc98\ub9ac\ud558\ub294 \ubc29\ubc95\uc740 \uc21c\ucc28 \ucc98\ub9ac\uc774\ubbc0\ub85c \uba40\ud2f0 \uc5d0\uc774\uc804\ud2b8 \ubaa8\ub4dc\ub3c4 \uc644\uc804\ud788 \ube44\ud65c\uc131\ud654\ud588\uc2b5\ub2c8\ub2e4. \uc5ec\ub7ec \uc5d0\uc774\uc804\ud2b8\ub97c \ud65c\uc131\ud654\ud558\ub354\ub77c\ub3c4 \uc5b4\ucc28\ud53c \ucd94\ub860 \uc5d4\uc9c4\uc774 \ubcd1\ubaa9\uc774 \ub418\ubbc0\ub85c \uc758\ubbf8\uac00 \uc5c6\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">\ubaa8\ub378 \ub9e4\uac1c\ubcc0\uc218 \ucd5c\uc801\ud654<\/h1>\n\n\n\n<h2 class=\"wp-block-heading\">reasonning_effort: None<\/h2>\n\n\n\n<p>Qwen3.6-27B\uc758 \ud074\ub77c\uc6b0\ub4dc \ubc84\uc804\uc744 \ub0b4\ubd80 \ud14c\uc2a4\ud2b8\ud558\uba74\uc11c \ucd94\ub860(reasoning)\uc744 \ud65c\uc131\ud654\ud574\ub3c4 \ud488\uc9c8\uc774 \ud06c\uac8c \ud5a5\uc0c1\ub418\uc9c0 \uc54a\ub294\ub2e4\ub294 \uc810\uc744 \ud655\uc778\ud588\uc2b5\ub2c8\ub2e4. \uadf8\ub798\uc11c \ub85c\uceec \ubc84\uc804\uc5d0\uc11c\ub294 \ucd94\ub860\uc744 \uc644\uc804\ud788 \ube44\ud65c\uc131\ud654\ud558\uae30\ub85c \ud588\uc2b5\ub2c8\ub2e4. \uc774\ub294 \uc0c1\ub2f9\ud788 \uc911\uc694\ud55c \ubd80\ubd84\uc785\ub2c8\ub2e4. \ucd94\ub860 \uc5d4\uc9c4 \uad00\uc810\uc5d0\uc11c \ucd94\ub860 \ud1a0\ud070\uc740 \uae30\ubcf8 \uc751\ub2f5\uc744 \uc0dd\uc131\ud560 \ub54c \uc0ac\uc6a9\ud558\ub294 \ud1a0\ud070\uacfc \ub3d9\uc77c\ud558\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4. \uacb0\uacfc\uc801\uc73c\ub85c \ucd94\ub860\uc744 \ube44\ud65c\uc131\ud654\ud558\uba74 \uc0dd\uc131\ud574\uc57c \ud560 \ud1a0\ud070 \uc218\uac00 2~3\ubc30\ub85c \uc904\uace0, \ud488\uc9c8\uc5d0\ub294 \ubbf8\ubbf8\ud55c \uc601\ud5a5\ub9cc \uc8fc\uba74\uc11c \uc791\uc5c5 \uc2e4\ud589 \uc18d\ub3c4\ub97c 2\ubc30 \ub192\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\uc591\uc790\ud654<\/h2>\n\n\n\n<p>4\ube44\ud2b8 \ubc84\uc804\uc740 \ubca4\uce58\ub9c8\ud06c\uc5d0\uc11c 8\ube44\ud2b8 \ubc84\uc804\ubcf4\ub2e4 \uc131\ub2a5\uc774 \uc544\uc8fc \uc870\uae08 \ub0ae\uc744 \ubfd0\uc774\uba70, \uc0dd\uc131\uc774 \uba54\ubaa8\ub9ac \ubcd1\ubaa9\uc758 \uc601\ud5a5\uc744 \ubc1b\uae30 \ub54c\ubb38\uc5d0 4\ube44\ud2b8 \ubc84\uc804\uc744 \uc0ac\uc6a9\ud558\uba74 8\ube44\ud2b8 \ubc84\uc804\ubcf4\ub2e4 \uc57d 2\ubc30 \ube60\ub985\ub2c8\ub2e4. \uc774\uc5d0 \ub530\ub77c \uc800\ud76c\ub294 4\ube44\ud2b8 \ubc84\uc804\uc744 \uc120\ud0dd\ud588\uc2b5\ub2c8\ub2e4. \uadf8\ub7f0\ub370 8\ube44\ud2b8 \ubc84\uc804\uacfc 4\ube44\ud2b8 \ubc84\uc804\uc758 \ud504\ub9ac\ud544 \uc18d\ub3c4\ub97c \ube44\uad50\ud574 \ubcf4\ub2c8 \ub450 \ubc84\uc804\uc758 \uc18d\ub3c4\uac00 \uac19\uc558\uc2b5\ub2c8\ub2e4\u2026 \uc774\uc0c1\ud558\ub2e4\uace0 \ud310\ub2e8\ud574 \ub354 \uae4a\uc774 \ub4e4\uc5ec\ub2e4\ubd24\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">\ucd94\ub860 \uc5d4\uc9c4 \ucd5c\uc801\ud654<\/h1>\n\n\n\n<h2 class=\"wp-block-heading\">\ud504\ub9ac\ud544 \ucd5c\uc801\ud654 \uae30\ubc95<\/h2>\n\n\n\n<p>\uc560\ucd08\uc5d0 \uc65c \ud504\ub9ac\ud544\uc744 \uc774\ub807\uac8c\uae4c\uc9c0 \uc2e0\uacbd \uc4f0\ub294\uc9c0 \uad81\uae08\ud560 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \uc778\ud130\ub137\uc5d0\ub294 \uc0dd\uc131 \uc18d\ub3c4 \ubca4\uce58\ub9c8\ud06c\uc640 \ucd5c\uc801\ud654 \uc635\uc158\uc774 \ub118\uccd0\ub098\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4.&nbsp;<\/p>\n\n\n\n<p>\uc2e4\uc81c\ub85c \ub514\uc2a4\ud06c\ub9ac\ud2b8 GPU(\uc608: RTX 5090)\ub77c\uba74 \ud504\ub9ac\ud544\uc758 \uc911\uc694\uc131\uc5d0 \uc758\ubb38\uc744 \uac00\uc9c8 \ub9cc\ud569\ub2c8\ub2e4. \uc774\ub7f0 \ud558\ub4dc\uc6e8\uc5b4\uc5d0\uc11c\ub294 \ud504\ub9ac\ud544\uc774 \uc5f0\uc0b0 \ubcd1\ubaa9\uc758 \uc601\ud5a5\uc744 \ubc1b\uace0 \uc774\uc0b0\ud615 GPU\uac00 \uc77c\ubc18\uc801\uc73c\ub85c \ub9e4\uc6b0 \uac15\ub825\ud558\uae30 \ub54c\ubb38\uc5d0 \ud504\ub9ac\ud544\uc774 \uc2e4\uc81c\ub85c \ub9e4\uc6b0 \ube60\ub985\ub2c8\ub2e4. \uae30\ubcf8 \uad6c\uc131\uc5d0\uc11c\ub3c4 \uc57d 3,700t\/s\uc758 \ud504\ub9ac\ud544 \uc18d\ub3c4\ub97c \uc5bb\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubc18\uba74 \uae30\ubcf8 \uc0c1\ud0dc\uc758 M5\uc5d0\uc11c\ub294 \uc57d 650t\/s \uc218\uc900\uc774\uc5c8\uc2b5\ub2c8\ub2e4. \ub530\ub77c\uc11c \ubaa8\ub378\uc774 \ud30c\uc77c \ub0b4\uc6a9\uc744 \uc694\uccad\ud574 \uc870\uc0ac\ud558\ub294 \ub3d9\uc548\uc5d0\ub294 \ub300\ubd80\ubd84\uc758 \uc2dc\uac04\uc774 \uc0dd\uc131\uc774 \uc544\ub2cc \ud504\ub9ac\ud544\uc5d0 \uc18c\uc694\ub418\uc5c8\uc2b5\ub2c8\ub2e4!&nbsp;<\/p>\n\n\n\n<p>\ub354 \ud070 \ubb38\uc81c\ub294 \ud504\ub9ac\ud544 \uc18d\ub3c4\uc5d0\uc11c 4\ube44\ud2b8, 8\ube44\ud2b8, 16\ube44\ud2b8 \uc591\uc790\ud654 \uc0ac\uc774\uc5d0 \uc544\ubb34\ub7f0 \ucc28\uc774\uac00 \uc5c6\uc5c8\ub2e4\ub294 \uc810\uc785\ub2c8\ub2e4. \uc65c \uadf8\ub7ac\uc744\uae4c\uc694? \ud504\ub9ac\ud544\uc740 \uc5f0\uc0b0 \ubcd1\ubaa9\uc758 \uc601\ud5a5\uc744 \ubc1b\uae30 \ub54c\ubb38\uc5d0 \uba54\ubaa8\ub9ac \uc18d\ub3c4\uc758 \uc81c\uc57d\uc744 \uc804\ud600 \ubc1b\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \uc54c\uace0 \ubcf4\ub2c8 \ud504\ub9ac\ud544 \uc911 \ub300\ubd80\ubd84\uc758 \ud589\ub82c \uc5f0\uc0b0\uc774 \uc804\uccb4 16\ube44\ud2b8 \ubaa8\ub4dc\uc5d0\uc11c \uc218\ud589\ub418\uace0 \uc788\uc5c8\uc2b5\ub2c8\ub2e4. \uc989, \ubaa8\ub4e0 4\ube44\ud2b8 \uac00\uc911\uce58\ub97c \uc5f0\uc0b0 \uc804\uc5d0 16\ube44\ud2b8 \uc22b\uc790\ub85c \ubcc0\ud658\ud558\uace0 \uc788\uc5c8\uc2b5\ub2c8\ub2e4. \uadf8\ub7f0\ub370 M5 \ud504\ub85c\uc138\uc11c\uc5d0\ub294 16\ube44\ud2b8 \uc5f0\uc0b0\ubcf4\ub2e4 \ud6e8\uc52c \ube60\ub978 8\ube44\ud2b8 \uc22b\uc790\uc6a9 \ud2b9\uc218 \uc5f0\uc0b0\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uc774\uc5d0 \ud504\ub9ac\ud544 \uc911 \uc77c\ubd80<sup>*<\/sup> \ud589\ub82c \uc5f0\uc0b0\uc744 8\ube44\ud2b8\ub85c \uc804\ud658\ud558\ub294 \ud328\uce58\ub97c MLX-VLM \ud328\ud0a4\uc9c0\uc5d0 \uc801\uc6a9\ud588\uace0, \ud504\ub9ac\ud544 \uc18d\ub3c4\uac00 \uc57d 40% \ud5a5\uc0c1\ub418\uc5c8\uc2b5\ub2c8\ub2e4!<\/p>\n\n\n\n<p>\ucc38\uace0\ub85c \uc774\uac83\uc774 \uc800\ud76c\uac00 M5 \uce69\uc5d0 \uc9d1\uc911\ud558\uae30\ub85c \ud55c \uac00\uc7a5 \ud070 \uc774\uc720\uc785\ub2c8\ub2e4. M4 \uce69\uc5d0\ub294 \uc774\ub7ec\ud55c 8\ube44\ud2b8 \uc0b0\uc220 \uba85\ub839\uc5b4\uac00 \uc5c6\uace0, M4\uc758 16\ube44\ud2b8 \uc0b0\uc220 \uc5f0\uc0b0\uc5d0\uc11c\ub294 \ud504\ub9ac\ud544\uc774 20~30% \ub354 \ub290\ub9bd\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"has-text-align-left\"><sup>*<\/sup>Qwen3.6-27B\ub294 full-attention \ub808\uc774\uc5b4\uc640 self-attention \ub808\uc774\uc5b4\ub97c \ubaa8\ub450 \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \uc800\ud76c\uac00 \ud655\uc778\ud55c \uacb0\uacfc, 4\ube44\ud2b8 \uc591\uc790\ud654\uc5d0\uc11c\ub3c4 full-attention \uac00\uc911\uce58\ub294 \uc804\uccb4 16\ube44\ud2b8 \uc815\ubc00\ub3c4\ub85c \uacc4\uc18d \uc800\uc7a5\ub429\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub808\uc774\uc5b4\ub294 \uc5b4\ub5a4 \uacbd\uc6b0\uc5d0\ub3c4 \uc804\uccb4 \uc815\ubc00\ub3c4\ub97c \uc720\uc9c0\ud558\ubbc0\ub85c \ud574\ub2f9 \ucd5c\uc801\ud654\ub97c \uc801\uc6a9\ud558\uc9c0 \uc54a\uc558\uc2b5\ub2c8\ub2e4. \uc2e4\uc81c\ub85c \uba54\ubaa8\ub9ac\/\uc5f0\uc0b0\ub7c9\uc744 \uc904\uc77c \uc218 \uc788\ub294 \uc140\ud504 \uc5b4\ud150\uc158 \ub808\uc774\uc5b4\uc5d0\ub9cc \uc801\uc6a9\ud588\uc2b5\ub2c8\ub2e4. MLX-VLM\uc758 \ud328\uce58 <a href=\"https:\/\/github.com\/JetBrains\/mlx-vlm\/tree\/feature\/int8-prefill\/research\" target=\"_blank\" rel=\"noopener\">\ub9c1\ud06c<\/a>\ub294 \uc5ec\uae30\uc5d0\uc11c \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub354 \ub098\uc544\uac00 \ubaa8\ub378\uc758 \uad6c\uc131 \ud30c\uc77c\uc744 \ud3b8\uc9d1\ud558\uae30\ub9cc \ud558\uba74 \uac19\uc740 \ucd5c\uc801\ud654\ub97c vLLM\uc5d0\ub3c4 \uc801\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <a href=\"https:\/\/github.com\/erokhins\/vllm-qwen3.6-27b-nvfp4\/commit\/b85e97d316ee16590c65c4739f70ed7eaeab3025\" target=\"_blank\" rel=\"noopener\">\uad6c\uc131 \uc608\uc2dc<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">MTP \ubc0f n-gram \uc77c\uce58\ub97c \ud1b5\ud55c \ucd94\uce21 \ub514\ucf54\ub529&nbsp;<\/h2>\n\n\n\n<p>\ud45c\uc900 \ucd5c\uc801\ud654\ub85c \ub2e4\uc74c \ubc29\ubc95\uc744 \uc801\uc6a9\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\ubcc4\ub3c4\uc758 \ub4dc\ub798\ud504\ud2b8 \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\ub294 MTP(Multi-Token Prediction)<\/strong>: \ub354 \uc791\uc740 \ub4dc\ub798\ud504\ud2b8 \ubaa8\ub378\uc774 \uc5ec\ub7ec \ud1a0\ud070\uc744 \ubbf8\ub9ac \uc81c\uc548\ud558\uba74 \ubcf8 \ubaa8\ub378\uc774 \uc774\ub97c \uac80\uc99d\ud558\ub294 \ucd94\uce21 \ub514\ucf54\ub529 \ubc29\uc2dd\uc785\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>N-gram \ucd94\uce21 \ub514\ucf54\ub529:<\/strong> \ub4dc\ub798\ud504\ud2b8 \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\ub294 \ub300\uc2e0 \ucee8\ud14d\uc2a4\ud2b8\uc5d0\uc11c \uc774\uc804\uc5d0 \ubc18\ubcf5\ub41c \ud1a0\ud070 \uc2dc\ud000\uc2a4\ub97c \ucc3e\uc544 \uc774\uc5d0 \uc77c\uce58\ud558\ub294 \ud56d\ubaa9\uc744 \uae30\ubc18\uc73c\ub85c \ub2e4\uc74c \ud1a0\ud070\uc744 \u2018\uc608\uce21\u2019\ud558\ub294 \ubc29\uc2dd\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p>\ub450 \uac00\uc9c0 \ubc29\uc2dd\uc744 \ub3d9\uc2dc\uc5d0 \ud65c\uc131\ud654\ud588\uc2b5\ub2c8\ub2e4. \uc2e4\uc81c \uc0dd\uc131 \uacfc\uc815\uc5d0\uc11c\ub294 MTP\uac00 \uc81c\uc548\ud55c \uc57d 3\uac1c \ud1a0\ud070\ubfd0 \uc544\ub2c8\ub77c n-gram \ubc29\uc2dd\uc5d0\uc11c \uc2b9\uc778\ub41c \ucd5c\ub300 8\uac1c\uc758 \ucd94\uac00 \ud1a0\ud070\uae4c\uc9c0 \ud55c \ubc88\uc5d0 \uc2b9\uc778\ud558\ub294 \uacbd\uc6b0\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uc544\ub798 \uadf8\ub9bc\uc740 \uc0dd\uc131\ub41c \uc6d0\uc2dc \ud1a0\ud070\uc744 \uac01 \uc2b9\uc778 \ud1a0\ud070\uc744 \uc0dd\uc131\ud55c \ubc29\uc2dd(<mark class=\"has-inline-color has-vivid-green-cyan-color\">\ub4dc\ub798\ud504\ud2b8 \ubaa8\ub378<\/mark>\uacfc <mark class=\"has-inline-color has-pale-cyan-blue-color\">n-gram<\/mark>)\uc5d0 \ub530\ub77c \uc0c9\uc0c1\uc73c\ub85c \uad6c\ubd84\ud574 \ubcf4\uc5ec \uc90d\ub2c8\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1898\" height=\"1050\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2026\/08\/image-63-3.png\" alt=\"\" class=\"wp-image-733304\"\/><\/figure>\n\n\n\n<p>\ub450 \ubc29\uc2dd\uc744 \ud568\uaed8 \uc0ac\uc6a9\ud558\uba74 \uc0dd\uc131 \uc18d\ub3c4\uac00 \ucd5c\ub300 2\ubc30 \ube68\ub77c\uc9d1\ub2c8\ub2e4.<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">Qwen3.8-27b<\/h1>\n\n\n\n<p>\uadf8\ub807\ub2e4\uba74 \uc774 \ubaa8\ub4e0 \uc810\uc744 \uace0\ub824\ud560 \ub54c \uc65c 3.6 \ub300\uc2e0 3.8\uc744 \uc4f0\uc9c0 \uc54a\uc558\uc744\uae4c\uc694?<\/p>\n\n\n\n<p>\uc548\ud0c0\uae5d\uac8c\ub3c4 Qwen 3.8\uc774 \uc81c\ub300\ub85c \uc791\ub3d9\ud558\ub824\uba74 \ucd94\ub860 \ubaa8\ub4dc\ub97c \ud65c\uc131\ud654\ud574\uc57c \ud569\ub2c8\ub2e4. \uc774\ub97c \ud65c\uc131\ud654\ud558\uc9c0 \uc54a\uc73c\uba74 \uacb0\uacfc \ud488\uc9c8\uc774 \ud06c\uac8c \ub5a8\uc5b4\uc9d1\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc778 \uc791\uc5c5\uc5d0\uc11c\ub294 \uc2ec\uc9c0\uc5b4 \uc644\uc804\ud788 \uc2e4\ud328\ud574 \ub3d9\uc77c\ud55c \ub3c4\uad6c \ud638\ucd9c\uc744 \ubb34\ud55c\ud788 \ubc18\ubcf5\ud558\ub294 \ub8e8\ud504\uc5d0 \ube60\uc9c0\uae30\ub3c4 \ud569\ub2c8\ub2e4. \ubc18\uba74 \ucd94\ub860 \ubaa8\ub4dc\ub97c \ud65c\uc131\ud654\ud558\uba74 \uc0dd\uc131\ub418\ub294 \ud1a0\ud070 \uc218\uac00 \ud06c\uac8c \ub298\uc5b4\ub0a9\ub2c8\ub2e4. \uc911\uac04 \uc218\uc900\uc758 \ucd94\ub860 \uc791\uc5c5\uc5d0\uc11c\ub294 \uc57d 5\ubc30 \ub9ce\uc740 \ud1a0\ud070\uc774 \uc0dd\uc131\ub429\ub2c8\ub2e4. \ud504\ub9ac\ud544 \uc2dc\uac04\uc740 \ub300\uccb4\ub85c \uc77c\uc815\ud558\uac8c \uc720\uc9c0\ub418\uae30 \ub54c\ubb38\uc5d0, \uc2e4\uc9c8\uc801\uc778 \uc18d\ub3c4 \uc800\ud558\ub294 5\ubc30\uac00 \uc544\ub2c8\ub77c \uc57d 4\ubc30\uc5d0 \uac00\uae5d\uc2b5\ub2c8\ub2e4. \uadf8\ub798\ub3c4 \uc0c1\ub2f9\ud55c \ube44\uc6a9\uc785\ub2c8\ub2e4. \uadf8\ub798\uc11c \ud604\uc7ac Mac \ud558\ub4dc\uc6e8\uc5b4\uc5d0\uc11c\ub294 Qwen3.6-27b\uac00 \uc5ec\uc804\ud788 \ub354 \ub098\uc740 \uc120\ud0dd\uc785\ub2c8\ub2e4.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\ub9c8\ubb34\ub9ac<\/h2>\n\n\n\n<p>\uc9c0\uae08\uae4c\uc9c0\uc758 \uacfc\uc815\uc744 \ud1b5\ud574 \uc77c\ubc18\uc801\uc778 \uc5d0\uc774\uc804\ud2b8 \ud504\ub85c\uadf8\ub798\ubc0d \uc791\uc5c5\uc5d0\uc11c \uc0dd\uc131 t\/s\uc5d0\ub9cc \uc9d1\uc911\ud558\ub294 \uac83\uc774 \uc798\ubabb\ub41c \uc811\uadfc \ubc29\uc2dd\uc774\ub77c\ub294 \uc810\uc744 \ud655\uc778\ud558\uc168\uae30\ub97c \ubc14\ub78d\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ub2e4\uc74c\uc744 \ud3ec\ud568\ud55c \uc2a4\ud0dd\uc758 \ubaa8\ub4e0 \ubd80\ubd84\uc744 \ucd5c\uc801\ud654\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uc0dd\uc131 \ubc0f \ud504\ub9ac\ud544<\/strong>: \ud1a0\ud070 \ub2e8\uc704 \ub514\ucf54\ub529 \ud504\ub85c\uc138\uc2a4\uc640 \ucd08\uae30 \ucee8\ud14d\uc2a4\ud2b8 \ucc98\ub9ac \ub2e8\uacc4.<\/li>\n\n\n\n<li><strong>\ubaa8\ub378 \ub9e4\uac1c\ubcc0\uc218 \ubc0f \uc591\uc790\ud654<\/strong>: \ubaa8\ub378\uc758 \uac00\uc911\uce58 \uc815\ubc00\ub3c4\uc640 \uad6c\uc131.<\/li>\n\n\n\n<li><strong>\uc5d0\uc774\uc804\ud2b8 \ud558\ub124\uc2a4<\/strong>: \ubaa8\ub378\uc744 \uad6c\ub3d9\ud558\ub294 \uc8fc\ubcc0 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158 \uacc4\uce35(\ub3c4\uad6c \ud638\ucd9c, \uc81c\uc5b4 \ud750\ub984, \ud504\ub86c\ud504\ud2b8 \ub85c\uc9c1).<\/li>\n<\/ul>\n\n\n\n<p>\uc55e\uc73c\ub85c \uc800\ud76c\ub294 \ubc14\ub85c \uc774 \uc791\uc5c5\uc744 \uacc4\uc18d\ud574 \ub098\uac08 \uacc4\ud68d\uc785\ub2c8\ub2e4. M5 \uc9c0\uc6d0\uc740 \uc774\uc81c \uc2dc\uc791\uc5d0 \ubd88\uacfc\ud569\ub2c8\ub2e4. \uc774\ubbf8 DGX Spark\uc640 RTX 5090\uc6a9 \ud504\ub85c\ud1a0\ud0c0\uc785\uc744 \ubcf4\uc720\ud558\uace0 \uc788\uc73c\uba70, 24GB \uce74\ub4dc\ub3c4 \uac80\ud1a0\ud558\uace0 \uc788\uc73c\ub2c8 \uc55e\uc73c\ub85c\uc758 \uc18c\uc2dd\ub3c4 \uae30\ub300\ud574 \uc8fc\uc138\uc694!<\/p>\n\n\n\n<div class=\"buttons\">\n<div class=\"buttons__row\"><a class=\"btn\" href=\"https:\/\/jb.gg\/jlblog\" target=\"_blank\" rel=\"noopener\">Junie Local \uc0ac\uc6a9\ud574 \ubcf4\uae30<\/a><\/div>\n<\/div>\n\n\n\n<p><em>\uac8c\uc2dc\ubb3c \uc6d0\ubb38 \uc791\uc131\uc790<\/em><\/p>\n\n\n    <div class=\"about-author \">\n        <div class=\"about-author__box\">\n            <div class=\"row\">\n                <div class=\"about-author__box-img\">\n                    <img decoding=\"async\" src=\"https:\/\/secure.gravatar.com\/avatar\/a9f638d3eb6cd2a4afd3a0ee2b6e72bd?s=200&#038;r=g\" width=\"200\" height=\"200\" alt=\"Stanislav Erokhin\" loading=\"lazy\"  class=\"avatar avatar-200 wp-user-avatar wp-user-avatar-200 photo avatar-default\">\n                <\/div>\n                <div class=\"about-author__box-text\">\n                                            <h4>Stanislav Erokhin<\/h4>\n                                                        <\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n\n\n\n<p><\/p>\n","protected":false},"author":1191,"featured_media":737454,"comment_status":"closed","ping_status":"closed","template":"","categories":[9159],"tags":[8759,9232,477],"cross-post-tag":[],"class_list":["post-737453","junie","type-junie","status-publish","has-post-thumbnail","hentry","category-agentic-ai","tag-junie","tag-local-ai","tag-release"],"acf":[],"_links":{"self":[{"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/junie\/737453","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/junie"}],"about":[{"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/types\/junie"}],"author":[{"embeddable":true,"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/users\/1191"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/comments?post=737453"}],"version-history":[{"count":2,"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/junie\/737453\/revisions"}],"predecessor-version":[{"id":737488,"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/junie\/737453\/revisions\/737488"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/media\/737454"}],"wp:attachment":[{"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/media?parent=737453"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/categories?post=737453"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/tags?post=737453"},{"taxonomy":"cross-post-tag","embeddable":true,"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/cross-post-tag?post=737453"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}