{"id":63985,"date":"2023-08-02T17:04:48","date_gmt":"2023-08-02T08:04:48","guid":{"rendered":"https:\/\/smilegate.ai\/?p=63985"},"modified":"2023-08-02T17:04:51","modified_gmt":"2023-08-02T08:04:51","slug":"lora%eb%a1%9c-%ec%84%b8%ec%95%84%eb%a5%bc-ai%ec%86%8d%ec%97%90%ec%84%9c-%ec%98%81%ec%9b%90%ed%9e%88-%ec%82%b4%ec%95%84-%ec%88%a8%ec%89%ac%ea%b2%8c-%eb%a7%8c%eb%93%a4%ea%b8%b0","status":"publish","type":"post","link":"https:\/\/smilegate.ai\/cn\/2023\/08\/02\/lora%eb%a1%9c-%ec%84%b8%ec%95%84%eb%a5%bc-ai%ec%86%8d%ec%97%90%ec%84%9c-%ec%98%81%ec%9b%90%ed%9e%88-%ec%82%b4%ec%95%84-%ec%88%a8%ec%89%ac%ea%b2%8c-%eb%a7%8c%eb%93%a4%ea%b8%b0\/","title":{"rendered":"LoRA\ub85c \uc138\uc544\ub97c AI\uc18d\uc5d0\uc11c \uc601\uc6d0\ud788 \uc0b4\uc544 \uc228\uc26c\uac8c \ub9cc\ub4e4\uae30. (\ubd80\uc81c. MK3 \ucd98\uc790\ub97c \uae30\ub9ac\uba70)"},"content":{"rendered":"

[\ub274\ubbf8\ub514\uc5b4 \uc11c\ube44\uc2a4\ud300 \uc724\ud615\uc9c4 \ucc45\uc784]<\/p>\n\n\n\n

\ucd5c\uadfc \uc138\uc544\uc2a4\ud1a0\ub9ac\uc5d0\uc11c \ud070 \ucd95\uc744 \ub9e1\uace0 \uc788\ub358 \uc138\uc544 Mk3(a.k.a \ucd98\uc790) \ub2d8\uc774 \uc878\uc5c5\uc744 \ud588\uc2b5\ub2c8\ub2e4.
\uc138\uc544\uc2a4\ud1a0\ub9ac\uc758 \uc2a4\ud2b8\ub9ac\ubc0d \uc2dc\ub300\ub97c \uc5f4\uba70 3\ub144 \uac04 \ub9ce\uc774 \uace0\uc0dd\ud55c \uc138\uc544\ub2d8\uc774 \ub300\uacac\uc2a4\ub7fd\uace0 \uace0\ub9c8\uc6b4 \ub9c8\uc74c\uc774 \uc788\uc2b5\ub2c8\ub2e4.
\uc800\ub3c4 \ud55c \ub54c, \uc138\uc544\uc2a4\ud1a0\ub9ac \uc81c\uc791\uc9c4 \uc911\uc758 \ud558\ub098\ub85c\uc11c \uc758\ubbf8 \uc788\ub294 \uae30\ub85d\uc744 \ub0a8\uae30\uace0\uc790 \uc138\uc544\uc758 \uc6d0\ub798 \ucee8\uc149 \uc778
AI\ub97c \ucee8\uc149 \uc544\ub2cc \uc9c4\uc9dc AI\uae30\uc220\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc138\uc544\ub2d8\uc758 \ud754\uc801\uc744 \ub0a8\uae30\uace0\uc790 \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n

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Stable Diffusion \uc758 \uc0ac\uc6a9\ubc95\ub4e4\uc740 \uc774\ubbf8 \ub9ce\uc774 \ub098\uc640\uc788\uc73c\ub2c8 \ucc3e\uc544\ubcf4\uc2dc\uace0,
\uc5ec\uae30 \uc11c\ub294 LoRA \ub77c\ub294 \uae30\ubc95\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub2e4\uc591\ud55c \uc138\uc544\uc758 \uadf8\ub9bc\uc744 \ub9cc\ub4dc\ub294 \ubc95\uc744 \uc54c\uc544\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n

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LoRA\ub294 Low-Rank Adaptation of Large Language Models \uc758 \uc57d\uc790\uc774\uba70 \uc0ac\uc2e4 \ud544\uc790\ub3c4 \ubb34\uc2a8 \ub73b\uc778\uc9c0
\uc798 \ubaa8\ub974\uc9c0\ub9cc, \ub300\ucda9 \ub0b4\uac00 \ub9cc\ub4e0 \uce90\ub9ad\ud130\uc758 \ud2b9\uc9d5 \ub4f1\uc744 \ud559\uc2b5\ud574 \uadf8\ub9bc\uc744 \uc0dd\uc131\ud560 \ub54c \uadf8 \ud2b9\uc9d5\ub4e4\uc774 \ubc1c\ud604\ub418\uac8c \ud558\ub294
\uac83\uc744 \ubaa9\ud45c\ub85c \ud558\ub294 \uae30\uc220\ub85c \uc54c\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n

\uc5ec\uae30\uc11c\ub294 \uc138\uc544\uc758 \ub9ac\ubcf8, \ud5e4\uc5b4\ud540, \ud770\uc0c9 \ud06c\ub86d\ud0d1, \ub808\uae45\uc2a4 \ub4f1\uc758 \ud2b9\uc9d5\uc744 \ud559\uc2b5\ud558\uac8c \ub420 \uac83 \uc785\ub2c8\ub2e4.<\/p>\n\n\n\n

\uba3c\uc800 LoRA \ub97c \uc0ac\uc6a9\ud560 \ud658\uacbd\uc744 \uc138\ud305 \ud558\uaca0\uc2b5\ub2c8\ub2e4.
\uc88b\uc740 \uadf8\ub798\ud53d \uce74\ub4dc\ub97c \uac00\uc9c0\uace0 \uc788\ub2e4\uba74 LoRA\ub97c \ucef4\ud4e8\ud130\uc5d0 \uc9c1\uc811 \uae54\uc544\uc11c \uc124\uce58\ud558\uba74 \uc88b\uaca0\uc9c0\ub9cc, \ub300\ub2e4\uc218\uc758 \uc0ac\uc6a9\uc790\ub294
\uadf8\ub807\uc9c0 \uc54a\uc744\ud14c\ub2c8 \uad6c\uae00\uc5d0\uc11c \uc81c\uacf5\ud558\ub294 \ud074\ub77c\uc6b0\ub4dc \ucf54\ub529 \ud50c\ub7ab\ud3fc\uc778 \ucf54\ub7a9\uc744 \uc774\uc6a9\ud558\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n

https:\/\/colab.research.google.com\/github\/Linaqruf\/kohya-trainer\/blob\/main\/kohya-LoRA-dreambooth.ipynb#scrollTo=iD5Ecamp4rVW<\/a><\/p>\n\n\n\n

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\ub2e4\uc74c\uc740 \ud559\uc2b5\ud560 \ub370\uc774\ud130\ub97c \uc900\ube44\ud569\ub2c8\ub2e4.
\uc5b8\ub9ac\uc5bc\uc5d0\uc11c \ub80c\ub354\ub9c1\ud55c \uc138\uc544 mk3\uc758 \uae30\ubcf8 \ud3ec\uc988\ub97c \ub370\uc774\ud130\uc14b\uc73c\ub85c \uc900\ube44\ud569\ub2c8\ub2e4<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

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\uc774 \ub370\uc774\ud130\uc14b\uc744 \uae30\ubc18\uc73c\ub85c \ud0dc\uae45\ub370\uc774\ud130\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4. \uc9c1\uc811 \uc785\ub825\ud558\uba74 \uc88b\uaca0\uc9c0\ub9cc \uc774\uac83\ub3c4 AI \ud798\uc744 \ube4c\ub824\uc11c
\uc774 \uce90\ub9ad\ud130\uac00 \uc5b4\ub5a0\ud55c \uc694\uc18c\ub85c \uad6c\uc131\ub418\uc5b4\uc788\ub294\uc9c0 \uac00\uc838\uc635\ub2c8\ub2e4.<\/p>\n\n\n\n

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\ucea1\uccd0\ub41c 3D \ubaa8\ub378\uc744 \uadf8\ub300\ub85c \ud559\uc2b5\ub370\uc774\ud130\ub85c \uc4f0\uba74 \ud559\uc2b5\uc774 \uc798 \uc548\ub418\ub294 \ubb38\uc81c\uc810\uc774 \uc788\uc2b5\ub2c8\ub2e4.
\uadf8\ub798\uc11c \ud0dc\uae45\ub41c \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c Stable Diffusion \uc5d0\uc11c \uadf8\ub9bc\uc744 \ub2e4\uc2dc \uc0dd\uc131\ud574\uc90d\ub2c8\ub2e4.<\/p>\n\n\n\n

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\uadf8\ub9ac\uace0 \ub370\uc774\ud130\uc14b\uc758 \uc591\uc744 \ub298\ub9ac\uae30 \uc704\ud574 \uc5bc\uad74, \uc0c1\ubc18\uc2e0, \uc804\uc2e0 \ub4f1\uc73c\ub85c \ud06c\ub86d\ud558\uc5ec \uc800\uc7a5\ud574\uc90d\ub2c8\ub2e4.
\uadf8\ub9ac\uace0 512×512 \uc0ac\uc774\uc988\uc5d0 \uce90\ub9ad\ud130\ub97c \ub9ac\uc0ac\uc774\uc988\ud574\uc11c \uc815\uaddc\ud654 \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n

\uc774\ubd80\ubd84\uc740 \uc0ac\uc6a9\uc790\uc5d0 \ub530\ub77c \ub17c\ub780\uc774 \uc788\ub294 \ubd80\ubd84\uc774\uc9c0\ub9cc \uc804 \uc774\ub807\uac8c \ud574\uc11c \uc88b\uc740 LoRA\ub370\uc774\ud130\ub97c \uc5bb\uc5b4\ub0c8\uc2b5\ub2c8\ub2e4.
(\uc8fc\uc758: \ucf00\uc774\uc2a4\ub9c8\ub2e4 \ub2e4\ub974\uaca0\uc9c0\ub9cc \ubaa8\ub4e0 \ucf00\uc774\uc2a4\uac00 \uc88b\uc740 \uacb0\uacfc\ub97c \ub0b4\ub294 \uac83\uc740 \uc544\ub2d9\ub2c8\ub2e4.)<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

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\ud0dc\uadf8\ub97c \ud55c\ubc88 \uc815\ub9ac\ud574\uc90d\ub2c8\ub2e4. \ud2b9\uc9d5\uc774\ub098, \uac19\uc740 \ub0b4\uc6a9\uc5d0 \ub2e4\ub978 \ub2e8\uc5b4\ub4e4\uc744 \ud1b5\uc77c \uc2dc\ucf1c\uc90d\ub2c8\ub2e4.<\/p>\n\n\n\n

\"\uc138\uc544\ub97c<\/figure>\n\n\n\n

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\uc774\uc81c \ub370\uc774\ud130\uc14b\uc774 \uc900\ube44 \ub418\uc5c8\uc73c\ub2c8 \ud559\uc2b5\uc744 \uc2dc\uc791\ud560 \ub54c\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n

\uc544\uae4c \ucf54\ub7a9 \ub9c1\ud06c\ub97c \ud1b5\ud574 \ub85c\ub77c \ud559\uc2b5\uc744 \uc124\uce58\ud574\uc90d\ub2c8\ub2e4.
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\uc774\ud6c4\uc5d0\ub294 \uc635\uc158 \uc120\ud0dd \uc5c6\uc774 \uc2e4\ud589\ub9cc \ud558\uba74 \ub418\ubbc0\ub85c \ub118\uc5b4\uac00\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n

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\ud559\uc2b5\uc774 \uc815\uc0c1\uc801\uc73c\ub85c \ub05d\ub0ac\ub2e4\uba74 \ub2e4\uc74c\uacfc \uac19\uc774 \ub098\ud0c0\ub098\uac8c \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\uc774\uc81c SeaLoRa01.safetensors \ud30c\uc77c\uc744 \ubcf5\uc0ac\ud558\uc5ec Stable Diffusion \uc758 Model -> LoRA \ud3f4\ub354\uc5d0 \ubcf5\uc0ac\ud558\uc5ec \uc0ac\uc6a9\ud558\uba74 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n

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\uacb0\uacfc\ubb3c<\/strong><\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\uae30\ubcf8 \ud3ec\uc988 \ub9cc\uc73c\ub85c \uc774\ub807\uac8c \ub2e4\uc591\ud55c \uc138\uc544\uc758 \ubaa8\uc2b5\uc744 \uad6c\ud604\ud574 \ub0bc \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n

\uc544\uc26c\uc6b4 \ubd80\ubd84\uc774 \ub9ce\uc9c0\ub9cc \uc774 \uc815\ub3c4\ub85c \uc694\uc57d\ud558\uace0 \ud55c\ub9c8\ub514 \ud558\uace0 \ubb3c\ub7ec\ub098\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n

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————————————————————————————————————————————————————————<\/p>\n\n\n\n

\uc138\uc544 Mk3\ub2d8\uc740 \uc878\uc5c5\ud558\uace0 \uc774\uc820 \uc5c6\uc9c0\ub9cc, <\/strong><\/p>\n\n\n\n

\uadf8\ub807\uc9c0\ub9cc \uc9c4\uc815\ud55c AI\uac00 \ub418\uc5b4 \uc6b0\ub9ac\ub4e4\uc758 \uac00\uc2b4\uc18d\uc5d0 \ud558\ub098\uac00 \ub418\uc5b4 \uc0b4\uc544\uac00!!!<\/strong><\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

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<\/span><\/div>","protected":false},"excerpt":{"rendered":"

LoRA \ub85c \uc138\uc544 \uce90\ub9ad\ud130\uc758 \ud2b9\uc9d5\uc744 \ud559\uc2b5\ud558\uae30<\/p>\n

<\/span><\/div>","protected":false},"author":1,"featured_media":63997,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"rank_math_lock_modified_date":false,"footnotes":""},"categories":[16,19],"tags":[652,663,665,694,695],"class_list":["post-63985","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tech01","category-tech04","tag-stable-diffusion","tag-vtuber","tag-ai-vtuber","tag-sea_story","tag-lora","category-16","category-19","description-off"],"_links":{"self":[{"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/posts\/63985","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/comments?post=63985"}],"version-history":[{"count":8,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/posts\/63985\/revisions"}],"predecessor-version":[{"id":64007,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/posts\/63985\/revisions\/64007"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/media\/63997"}],"wp:attachment":[{"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/media?parent=63985"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/categories?post=63985"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/tags?post=63985"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}