{"id":43587,"date":"2026-07-23T16:36:13","date_gmt":"2026-07-23T07:36:13","guid":{"rendered":"https:\/\/jore2.com\/?p=43587"},"modified":"2026-07-23T16:36:13","modified_gmt":"2026-07-23T07:36:13","slug":"ai-44887-bringing-nunchaku-4-bit-diffusion-inference-to-diffusers","status":"publish","type":"post","link":"https:\/\/jore2.com\/?p=43587","title":{"rendered":"\uace0\uc131\ub2a5 \uc0dd\uc131\ud615 AI, \uc774\uc81c \uc77c\ubc18 GPU\uc5d0\uc11c\ub3c4 4\ube44\ud2b8\ub85c \ub2ec\ub9b0\ub2e4"},"content":{"rendered":"<div class=\"jore2-editor-byline\">\n<p><strong>\ud55c\uc11c\uc900<\/strong><\/p>\n<\/div>\n<p>\ucd5c\uadfc \uc0dd\uc131\ud615 AI \ubd84\uc57c\uc5d0\uc11c \uac00\uc7a5 \ub728\uac70\uc6b4 \ud654\uc81c\ub294 \uace0\ud574\uc0c1\ub3c4 \uc774\ubbf8\uc9c0 \uc0dd\uc131 \ubaa8\ub378\uc774 \ub354 \uc774\uc0c1 \uace0\uac00 \uc11c\ubc84\uc5d0 \uc758\uc874\ud558\uc9c0 \uc54a\uc544\ub3c4 \ub41c\ub2e4\ub294 \uc0ac\uc2e4\uc785\ub2c8\ub2e4. \uae30\uc874\uc5d0 \ucd5c\uc2e0 \ud14d\uc2a4\ud2b8 \ud22c \uc774\ubbf8\uc9c0 \ubaa8\ub378\uc744 BF16 \uc815\ubc00\ub3c4\ub85c \uc2e4\ud589\ud558\ub824\uba74 20\uc5d0\uc11c 30\uae30\uac00\ubc14\uc774\ud2b8\uc758 VRAM\uc774 \ud544\uc694\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc774\ub294 \uc77c\ubc18\uc801\uc778 \uc18c\ube44\uc790\uc6a9 \uadf8\ub798\ud53d\uce74\ub4dc\ub85c\ub294 \uac10\ub2f9\ud558\uae30 \uc5b4\ub824\uc6b4 \uc218\uc900\uc774\uc5c8\uc2b5\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \ud558\uc6b0\uc9d5\ud398\uc774\uc2a4 \ube14\ub85c\uadf8\ub97c \ud1b5\ud574 \uacf5\uac1c\ub41c \ub09c\ucd94\uce74\ucfe0 4\ube44\ud2b8 \ud655\uc0b0 \ucd94\ub860 \uae30\uc220\uc774 \uc774 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uba70 \uc2dc\uc7a5\uc758 \uad00\uc2ec\uc744 \uc9d1\uc911\uc2dc\ud0a4\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc774 \uae30\uc220\uc774 \uc8fc\ubaa9\ubc1b\ub294 \uc774\uc720\ub294 \ub2e8\uc21c\ud55c \uba54\ubaa8\ub9ac \uc808\uc57d\uc744 \ub118\uc5b4 \uc18d\ub3c4 \uac1c\uc120\uae4c\uc9c0 \ub3d9\uc2dc\uc5d0 \uc774\ub8e8\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4. \uae30\uc874 \uc591\uc790\ud654 \ubc29\uc2dd\uc778 \ube44\ud2b8\uc564\ubc14\uc774\ud2b8\ub098 GGUF \uac19\uc740 \ubc31\uc5d4\ub4dc\ub294 \uac00\uc911\uce58\ub9cc \uc800\uc815\ubc00\ub3c4\ub85c \uc800\uc7a5\ud558\uace0 \uc5f0\uc0b0 \uc2dc \ub2e4\uc2dc \uace0\uc815\ubc00\ub3c4\ub85c \ubcf5\uc6d0\ud558\ub294 \ubc29\uc2dd\uc774\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc774 \ubc29\ubc95\uc740 \uba54\ubaa8\ub9ac \uc0ac\uc6a9\ub7c9\uc740 \uc904\uc5ec\uc8fc\uc9c0\ub9cc \uc5f0\uc0b0 \uc624\ubc84\ud5e4\ub4dc\ub85c \uc778\ud574 \uc18d\ub3c4\uac00 \ub290\ub824\uc9c0\uac70\ub098 \uc9c0\uc5f0 \uc2dc\uac04\uc774 \ub298\uc5b4\ub098\ub294 \ub2e8\uc810\uc774 \uc788\uc5c8\uc2b5\ub2c8\ub2e4. \ubc18\uba74 \ub09c\ucd94\uce74\ucfe0\uac00 \uc0ac\uc6a9\ud558\ub294 SVDQuant \ubc29\uc2dd\uc740 \uac00\uc911\uce58\uc640 \ud65c\uc131\ud654 \uac12\uc744 \ubaa8\ub450 4\ube44\ud2b8\ub85c \ucc98\ub9ac\ud558\ub294 W4A4 \ubc29\uc2dd\uc744 \ucc44\ud0dd\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc774\ub85c \uc778\ud574 \uba54\ubaa8\ub9ac \ubd80\ub2f4\uc740 \uc904\uc774\uba74\uc11c\ub3c4 \ub514\ub178\uc774\uc9d5 \ub8e8\ud504 \uc18d\ub3c4\ub97c \ud68d\uae30\uc801\uc73c\ub85c \ub192\uc77c \uc218 \uc788\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n<p>## \ud558\ub4dc\uc6e8\uc5b4 \uc7a5\ubcbd\uc744 \ud5c8\ubb34\ub294 \uc0c8\ub85c\uc6b4 \uc591\uc790\ud654 \uc804\ub7b5<\/p>\n<p>\ub09c\ucd94\uce74\ucfe0 \ub77c\uc774\ud2b8\uac00 \ub514\ud4e8\uc800\uc2a4\uc5d0 \ub124\uc774\ud2f0\ube0c\ub85c \ud0d1\uc7ac\ub418\uba74\uc11c \uac1c\ubc1c\uc790\uc640 \uc0ac\uc6a9\uc790\uc758 \uc811\uadfc\uc131\uc774 \ud06c\uac8c \ub2ec\ub77c\uc84c\uc2b5\ub2c8\ub2e4. \uc774\uc804\uc5d0\ub294 \ubcc4\ub3c4\uc758 \uc591\uc790\ud654 \ubc31\uc5d4\ub4dc\ub97c \uc124\uc815\ud558\uac70\ub098 \ubcf5\uc7a1\ud55c \ud30c\uc774\ud504\ub77c\uc778\uc744 \uad6c\uc131\ud574\uc57c \ud588\uc9c0\ub9cc \uc774\uc81c\ub294 \ud45c\uc900 \ub77c\uc774\ube0c\ub7ec\ub9ac \uc548\uc5d0\uc11c \uc790\uc5f0\uc2a4\ub7fd\uac8c \uc791\ub3d9\ud569\ub2c8\ub2e4.<\/p>\n<p>\ud558\ub4dc\uc6e8\uc5b4 \uc9c0\uc6d0 \ubc94\uc704\ub3c4 \ub113\uc5b4\uc838 \ub2e4\uc591\ud55c \uc18c\ube44\uc790\uc6a9 GPU \ud658\uacbd\uc5d0\uc11c \uc548\uc815\uc801\uc73c\ub85c \uc2e4\ud589\ub420 \uc218 \uc788\ub294 \uae30\ubc18\uc744 \ub9c8\ub828\ud588\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 \ub300\uaddc\ubaa8 \ud655\uc0b0 \ud2b8\ub79c\uc2a4\ud3ec\uba38 \ubaa8\ub378\uc744 \ub2e4\ub8e8\ub294 \uc5f0\uad6c\uc790\ub098 \uc2a4\ud0c0\ud2b8\uc5c5\uc5d0\uac8c \uc774\ub294 \ud070 \ubcc0\ud654\uc785\ub2c8\ub2e4.<\/p>\n<p>\uace0\uac00\uc758 A100\uc774\ub098 H100 \uac19\uc740 \uc5d4\ud130\ud504\ub77c\uc774\uc988\uae09 \uce69 \uc5c6\uc774\ub3c4 \uace0\ud488\uc9c8 \uc774\ubbf8\uc9c0\ub97c \uc0dd\uc131\ud560 \uc218 \uc788\ub294 \uac00\ub2a5\uc131\uc774 \uc5f4\ub838\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc2e4\uc81c \ubca4\uce58\ub9c8\ud06c \uacb0\uacfc\uc5d0\uc11c\ub3c4 \uc5d4\ub4dc \ud22c \uc5d4\ub4dc \uc9c0\uc5f0 \uc2dc\uac04\uacfc \uba54\ubaa8\ub9ac \uc0ac\uc6a9\ub7c9 \ubaa8\ub450\uc5d0\uc11c \uc720\uc758\ubbf8\ud55c \uac1c\uc120\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \uc774\ubbf8\uc9c0 \ud488\uc9c8 \uc800\ud558\ub3c4 \ucd5c\uc18c\ud654\ub418\uba74\uc11c \ud6a8\uc728\uc131\uacfc \uc131\ub2a5 \uc0ac\uc774\uc758 \uade0\ud615\uc744 \uc798 \ub9de\ucdc4\ub2e4\ub294 \ud3c9\uac00\uac00 \uc9c0\ubc30\uc801\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc0ac\uc6a9\uc790\uac00 \uc9c1\uc811 \ubaa8\ub378\uc744 \uc591\uc790\ud654\ud558\ub294 \uacfc\uc815\ub3c4 \uccb4\uacc4\ud654\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \uba3c\uc800 \uc591\uc790\ud654\ud560 \ubaa8\ub378\uc744 \uac80\uc0ac\ud558\uace0 \uc2e4\ud589\ud55c \ub4a4 \ub514\ud4e8\uc800\uc2a4 \ud30c\uc774\ud504\ub77c\uc778\uc73c\ub85c \ud328\ud0a4\uc9d5\ud558\ub294 \uc808\ucc28\uac00 \uba85\ud655\ud574\uc84c\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc774\ud6c4 \uac80\uc99d \uacfc\uc815\uc744 \uac70\uccd0 \ud5c8\ube0c\uc5d0 \ud478\uc2dc\ud558\uba74 \ub204\uad6c\ub098 \uc27d\uac8c \ud65c\uc6a9\ud560 \uc218 \uc788\ub294 \uccb4\ud06c\ud3ec\uc778\ud2b8\ub97c \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>## \ud5a5\ud6c4 \uc2dc\uc7a5 \ud750\ub984\uacfc \uc8fc\ubaa9\ud560 \uc810<\/p>\n<p>\uc774\ub7ec\ud55c \uae30\uc220\uc801 \uc9c4\ubcf4\ub294 \uc0dd\uc131\ud615 AI\uc758 \ub300\uc911\ud654\ub97c \uac00\uc18d\ud654\ud560 \uac83\uc73c\ub85c \ubcf4\uc785\ub2c8\ub2e4. \uba54\ubaa8\ub9ac \uc81c\uc57d\uc774 \uc0ac\ub77c\uc9c0\uba74 \uac1c\uc778 \uac1c\ubc1c\uc790\ub098 \uc18c\uaddc\ubaa8 \ud300\ub3c4 \uc2e4\ud5d8\uc801\uc778 \ubaa8\ub378\uc744 \uc790\uc720\ub86d\uac8c \uc2dc\ub3c4\ud560 \uc218 \uc788\uac8c \ub429\ub2c8\ub2e4.<\/p>\n<p>\uad6c\uc870\uc801 \uc7ac\uc791\uc131\uc744 \ud1b5\ud55c \uc591\uc790\ud654 \uae30\ubc95\uc774 \uc801\uc6a9\ub41c \ubaa8\ub378\ub4e4\uc740 \uae30\uc874 \uccb4\ud06c\ud3ec\uc778\ud2b8\ubcf4\ub2e4 \ud6e8\uc52c \uac00\ubccd\uac8c \ubc30\ud3ec\ub420 \uac83\uc785\ub2c8\ub2e4. \uc774\ub294 \uc624\ud508 \uc18c\uc2a4 \uc0dd\ud0dc\uacc4\uc758 \ud65c\uc131\ud654\ub85c \uc774\uc5b4\uc9c8 \uac00\ub2a5\uc131\uc774 \ud07d\ub2c8\ub2e4.<\/p>\n<p>\ud558\uc6b0\uc9d5\ud398\uc774\uc2a4\uac00 \uac15\uc870\ud558\ub4ef \uc624\ud508 \uc18c\uc2a4\uc640 \uc624\ud508 \uacfc\ud559\uc744 \ud1b5\ud574 AI\ub97c \ubbfc\uc8fc\ud654\ud558\ub824\ub294 \ub178\ub825\uc774 \uad6c\uccb4\uc801\uc778 \uc131\ub2a5 \ud5a5\uc0c1\uc73c\ub85c \ub098\ud0c0\ub098\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc55e\uc73c\ub85c \uc8fc\ubaa9\ud574\uc57c \ud560 \uc810\uc740 4\ube44\ud2b8 \uc591\uc790\ud654\uac00 \ube44\ub514\uc624\ub098 \uc624\ub514\uc624 \uc0dd\uc131 \ubaa8\ub378\ub85c\uae4c\uc9c0 \ud655\uc7a5\ub420\uc9c0 \uc5ec\ubd80\uc785\ub2c8\ub2e4. \ud604\uc7ac\ub294 \uc774\ubbf8\uc9c0 \uc0dd\uc131\uc5d0 \uc9d1\uc911\ub418\uc5b4 \uc788\uc9c0\ub9cc \uae30\uc220\uc801 \uae30\ubc18\uc774 \ud0c4\ud0c4\ud574\uc9c0\uba74 \uba40\ud2f0\ubaa8\ub2ec \uc601\uc5ed\uc5d0\uc11c\ub3c4 \ube44\uc2b7\ud55c \ud6a8\uc728 \ud5a5\uc0c1\uc744 \uae30\ub300\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub610\ud55c \ub354 \ub0ae\uc740 \uc815\ubc00\ub3c4\uc778 2\ube44\ud2b8\ub098 1\ube44\ud2b8 \uc601\uc5ed\uc73c\ub85c\uc758 \ud655\uc7a5\uc774 \uac00\ub2a5\ud560\uc9c0\ub3c4 \uc9c0\ucf1c\ubd10\uc57c \ud569\ub2c8\ub2e4. \uae30\uc220\uc801 \ud55c\uacc4\uac00 \uc5b4\ub514\uae4c\uc9c0\uc778\uc9c0, \uadf8\ub9ac\uace0 \uc2e4\uc81c \uc0c1\uc6a9 \uc11c\ube44\uc2a4\uc5d0\uc11c \uc5bc\ub9c8\ub098 \uc548\uc815\uc801\uc73c\ub85c \uc791\ub3d9\ud558\ub294\uc9c0\uac00 \uad00\uac74\uc774 \ub420 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc0dd\uc131\ud615 AI\uac00 \ud074\ub77c\uc6b0\ub4dc \uc758\uc874\uc5d0\uc11c \ub85c\uceec \uc2e4\ud589\uc73c\ub85c \ubb34\uac8c\uc911\uc2ec\uc744 \uc62e\uae30\ub294 \uc804\ud658\uc810\uc5d0\uc11c \ub09c\ucd94\uce74\ucfe0\uc758 \ub4f1\uc7a5\uc740 \uc911\uc694\ud55c \uc774\uc815\ud45c\uac00 \ub420 \uac83\uc785\ub2c8\ub2e4.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uc218\uc2ed \uae30\uac00\ubc14\uc774\ud2b8\uc758 \uba54\ubaa8\ub9ac\ub97c \uc694\uad6c\ud558\ub358 \ucd5c\uc2e0 \uc0dd\uc131\ud615 AI \ubaa8\ub378\uc774 4\ube44\ud2b8 \uc591\uc790\ud654 \uae30\uc220\ub85c \uc18c\ube44\uc790\uc6a9 \uadf8\ub798\ud53d\uce74\ub4dc\uc5d0\uc11c\ub3c4 \uc2e4\uc6a9\ud654\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud558\uc6b0\uc9d5\ud398\uc774\uc2a4\uac00 \uacf5\uac1c\ud55c \ub09c\ucd94\uce74\ucfe0 \uae30\uc220\uc740 \uba54\ubaa8\ub9ac \ud6a8\uc728\uc744 \ub118\uc5b4 \ucd94\ub860 \uc18d\ub3c4\uae4c\uc9c0 \uac1c\uc120\ud558\uba70 \ub300\uc911\ud654\uc758 \ubb38\ud131\uc744 \ub0ae\ucdc4\uc2b5\ub2c8\ub2e4.<\/p>\n","protected":false},"author":3,"featured_media":43586,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[8858],"tags":[7,4983,27831,27829,27830,1137],"class_list":["post-43587","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","tag-ai","tag-gpu","tag-svdquant","tag-27829","tag-27830","tag-1137"],"featured_image_urls":{"full":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/07\/thumbnail-scaled.png",2560,1440,false],"thumbnail":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/07\/thumbnail-150x150.png",150,150,true],"medium":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/07\/thumbnail-300x169.png",300,169,true],"medium_large":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/07\/thumbnail-768x432.png",640,360,true],"large":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/07\/thumbnail-1024x576.png",640,360,true],"1536x1536":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/07\/thumbnail-1536x864.png",1536,864,true],"2048x2048":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/07\/thumbnail-2048x1152.png",2048,1152,true],"morenews-large":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/07\/thumbnail-825x575.png",825,575,true],"morenews-medium":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/07\/thumbnail-590x410.png",590,410,true]},"author_info":{"info":["\ud55c\uc11c\uc900"]},"category_info":"<a 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