{"id":64946,"date":"2024-08-30T18:59:17","date_gmt":"2024-08-30T09:59:17","guid":{"rendered":"https:\/\/smilegate.ai\/?p=64946"},"modified":"2024-08-30T19:29:42","modified_gmt":"2024-08-30T10:29:42","slug":"lora-%eb%aa%a8%eb%8d%b8-%ec%97%85%ea%b7%b8%eb%a0%88%ec%9d%b4%eb%93%9c%ed%95%98%ea%b8%b0","status":"publish","type":"post","link":"https:\/\/smilegate.ai\/cn\/2024\/08\/30\/lora-%eb%aa%a8%eb%8d%b8-%ec%97%85%ea%b7%b8%eb%a0%88%ec%9d%b4%eb%93%9c%ed%95%98%ea%b8%b0\/","title":{"rendered":"LoRA \ubaa8\ub378 \uc5c5\uadf8\ub808\uc774\ub4dc\ud558\uae30"},"content":{"rendered":"
\"\"<\/figure>\n\n\n\n

[Creative AI \uae30\uc220\ud300 \uae40\uc724\ud0dc]<\/p>\n\n\n\n

\ub514\uc9c0\ud138 \uc2dc\ub300\uc758 \ube60\ub978 \ubc1c\uc804\uacfc \ud568\uaed8, \uc778\uacf5\uc9c0\ub2a5(AI)\uc740 \uc0c1\uc0c1\ub9cc \ud588\ub358 \uac83\ub4e4\uc744 \ud604\uc2e4\ub85c \ub9cc\ub4dc\ub294 \ub180\ub77c\uc6b4 \ub3c4\uad6c\uac00 \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uadf8\uc911\uc5d0\uc11c\ub3c4 Text-to-Image (T2I) \ubaa8\ub378, \uc989 \ud14d\uc2a4\ud2b8\ub97c \uc785\ub825\ud558\uba74 \uc774\ubbf8\uc9c0\ub97c \uc0dd\uc131\ud574\ub0b4\ub294 \uae30\uc220\uc740 \ub9ce\uc740 \uc774\ub4e4\uc5d0\uac8c \uc2e0\uc120\ud55c \ucda9\uaca9\uc744 \uc548\uaca8\uc8fc\uc5c8\uc2b5\ub2c8\ub2e4. \uc6b0\ub9ac\ub294 \uc774\uc81c \ub2e8\uc21c\ud788 \ubb38\uc7a5\uc744 \uc785\ub825\ud558\ub294 \uac83\ub9cc\uc73c\ub85c\ub3c4 \uc815\uad50\ud558\uace0 \uc0ac\uc2e4\uc801\uc778 \uc774\ubbf8\uc9c0\ub97c \uc0dd\uc131\ud560 \uc218 \uc788\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud601\uc2e0\uc758 \uc911\uc2ec\uc5d0\ub294 Diffusion \ubaa8\ub378\uc774\ub77c\ub294 \uac15\ub825\ud55c \ub525\ub7ec\ub2dd \uae30\ubc95\uc774 \uc790\ub9ac\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n

Diffusion \ubaa8\ub378\uc740 \ucd5c\uadfc \uba87 \ub144\uac04 AI \uc5f0\uad6c\uc790\ub4e4 \uc0ac\uc774\uc5d0\uc11c \ud070 \uc8fc\ubaa9\uc744 \ubc1b\uace0 \uc788\ub294 \uae30\uc220\ub85c, \ud2b9\ud788 \uc774\ubbf8\uc9c0 \uc0dd\uc131 \ubd84\uc57c\uc5d0\uc11c \ub6f0\uc5b4\ub09c \uc131\ub2a5\uc744 \ubc1c\ud718\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ubaa8\ub378\uc740 \uc774\ubbf8\uc9c0 \uc0dd\uc131 \uacfc\uc815\uc744 \uc77c\uc885\uc758 \ud655\uc0b0 (Diffusion)\uc73c\ub85c \ud574\uc11d\ud558\uba70, \ucc98\uc74c\uc5d0\ub294 \ub178\uc774\uc988\ub85c \uac00\ub4dd \ucc2c \ub79c\ub364\ud55c \uc774\ubbf8\uc9c0\uc5d0\uc11c \uc2dc\uc791\ud558\uc5ec \uc810\uc9c4\uc801\uc73c\ub85c \uc6d0\ud558\ub294 \uc774\ubbf8\uc9c0\ub85c \ubcc0\ud658\ud574\uac00\ub294 \ubc29\uc2dd\uc744 \ucc44\ud0dd\ud569\ub2c8\ub2e4. \uc774 \uacfc\uc815\uc740 \ub9c8\uce58 \ud63c\ub780\uc2a4\ub7ec\uc6b4 \uce94\ubc84\uc2a4 \uc704\uc5d0 \uc11c\uc11c\ud788 \uad6c\uccb4\uc801\uc778 \ud615\uc0c1\uc744 \uadf8\ub824\ub098\uac00\ub294 \uac83\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n

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

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Stable Diffusion (SD) \ubaa8\ub378\uc740 T2I \uc0dd\uc131 \ubaa8\ub378 \uc911\uc5d0\uc11c\ub3c4 \ud2b9\ud788 \uc8fc\ubaa9\ubc1b\uace0 \uc788\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \uc774 \ubaa8\ub378\uc740 OpenAI\uc758 DALL-E, Google\uc758 Imagen \ub4f1\uacfc \ud568\uaed8 \ucd5c\uc2e0 AI \uc774\ubbf8\uc9c0 \uc0dd\uc131 \uae30\uc220\uc758 \uc120\ub450\uc8fc\uc790 \uc911 \ud558\ub098\ub85c, \uadf8 \ud601\uc2e0\uc131\uacfc \uc720\uc5f0\uc131\uc5d0\uc11c \ud070 \uc778\uae30\ub97c \ub04c\uace0 \uc788\uc2b5\ub2c8\ub2e4. Stable Diffusion\uc758 \ub3c5\ud2b9\ud55c \uc810\uc740 \uadf8 \uc774\ub984\uc5d0\uc11c\ub3c4 \uc54c \uc218 \uc788\ub4ef\uc774 \uc548\uc815\uc801\uc778 \ud655\uc0b0 \uacfc\uc815\uc73c\ub85c \uc774\ubbf8\uc9c0\ub97c \uc0dd\uc131\ud574\ub0b4\ub294 \ubc29\uc2dd\uc5d0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uae30\uc874\uc758 \uc0dd\uc131 \ubaa8\ub378\ub4e4\uc774 \uac00\uc9c0\uace0 \uc788\ub358 \ud55c\uacc4\ub97c \uadf9\ubcf5\ud558\uace0 \ub354\uc6b1 \uc815\uad50\ud558\uace0 \uc0ac\uc2e4\uc801\uc778 \uc774\ubbf8\uc9c0\ub97c \ub9cc\ub4e4\uc5b4\ub0c5\ub2c8\ub2e4.<\/p>\n\n\n\n

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

SD \ubaa8\ub378\uc758 \uac15\ub825\ud568\uc740 \ub2e8\uc9c0 \uadf8 \uc790\uccb4\uc758 \uc131\ub2a5\uc5d0\ub9cc \uc788\ub294 \uac83\uc774 \uc544\ub2d9\ub2c8\ub2e4. \uc774 \ubaa8\ub378\uc758 \ub610 \ub2e4\ub978 \uc911\uc694\ud55c \uce21\uba74\uc740 \uc0ac\uc6a9\uc790\uc640 \uc5f0\uad6c\uc790\uac00 \ubaa8\ub378\uc744 \ud6a8\uc728\uc801\uc73c\ub85c \uc870\uc815\ud558\uace0 \uc801\uc751\uc2dc\ud0ac \uc218 \uc788\ub294 \ub2e4\uc591\ud55c \ubc29\ubc95\uc744 \uc81c\uacf5\ud55c\ub2e4\ub294 \uc810\uc785\ub2c8\ub2e4. \uadf8\uc911\uc5d0\uc11c\ub3c4 LoRA \ubaa8\ub378\uc740 \ubaa8\ub378\uc758 \ud30c\ub77c\ubbf8\ud130\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \uc870\uc815\ud558\uc5ec \ud2b9\uc815 \uc791\uc5c5\uc774\ub098 \uc2a4\ud0c0\uc77c\uc5d0 \ub9de\uac8c \uc131\ub2a5\uc744 \ucd5c\uc801\ud654\ud558\ub294 \ub370 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n

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LoRA \ubaa8\ub378\uc740 \ubb34\uc5c7\uc778\uac00?<\/h3>\n\n\n\n

LoRA\ub294 ‘Low-Rank Adaptation’\uc758 \uc57d\uc790\ub85c, \uae30\uc874\uc758 \ub300\uaddc\ubaa8 \ubaa8\ub378\uc744 \ud2b9\uc815 \uc791\uc5c5\uc5d0 \ub9de\uac8c \ud6a8\uc728\uc801\uc73c\ub85c \ubbf8\uc138 \uc870\uc815(fine-tuning)\ud558\ub294 \uae30\ubc95\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. \uc804\ud1b5\uc801\uc73c\ub85c \ub300\uaddc\ubaa8 AI \ubaa8\ub378\uc744 \ud2b9\uc815 \uc791\uc5c5\uc5d0 \ub9de\uac8c \uc870\uc815\ud558\ub824\uba74 \uc804\uccb4 \ubaa8\ub378\uc758 \ud30c\ub77c\ubbf8\ud130\ub97c \ubbf8\uc138 \uc870\uc815\ud574\uc57c \ud588\uc2b5\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \uc774\ub294 \uacc4\uc0b0 \uc790\uc6d0\uacfc \uc2dc\uac04\uc774 \ub9ce\uc774 \uc18c\uc694\ub418\uae30 \ub54c\ubb38\uc5d0 \ube44\ud6a8\uc728\uc801\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4. LoRA\ub294 \uc774\ub7ec\ud55c \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 \uac1c\ubc1c\ub41c \uae30\ubc95\uc73c\ub85c, \ubaa8\ub378\uc758 \uc804\uccb4 \ud30c\ub77c\ubbf8\ud130\uac00 \uc544\ub2cc \ud2b9\uc815 \uc800\ucc28\uc6d0(\uc800\uc21c\uc704) \ud30c\ub77c\ubbf8\ud130\ub4e4\ub9cc\uc744 \uc870\uc815\ud558\uc5ec \ubaa8\ub378\uc744 \ubbf8\uc138 \uc870\uc815\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n

\uc774 \ubc29\uc2dd\uc740 \ubaa8\ub378\uc758 \ubcf5\uc7a1\uc131\uc744 \uc720\uc9c0\ud558\uba74\uc11c\ub3c4 \ud544\uc694\ud55c \ubcc0\uacbd\ub9cc\uc744 \uc218\ud589\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\uc5ec, \ud6c8\ub828 \uc18d\ub3c4\ub97c \ud06c\uac8c \ud5a5\uc0c1\uc2dc\ud0a4\uace0 \uba54\ubaa8\ub9ac \uc0ac\uc6a9\ub7c9\uc744 \uc904\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uacb0\uacfc\uc801\uc73c\ub85c, LoRA\ub294 \ub354 \uc801\uc740 \uc790\uc6d0\uc73c\ub85c\ub3c4 \ub192\uc740 \uc131\ub2a5\uc744 \uc720\uc9c0\ud560 \uc218 \uc788\ub294 \ud6a8\uc728\uc801\uc778 \ubaa8\ub378 \uc801\uc751 \ubc29\ubc95\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n

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

\uc5ec\ub7ec \uc2a4\ud0c0\uc77c\uc758 \uc774\ubbf8\uc9c0\ub85c \ud559\uc2b5\ud55c LoRA \ubaa8\ub378\uc744 \ud65c\uc6a9\ud558\uba74 \ub2e4\uc591\ud55c \uc2a4\ud0c0\uc77c\uc5d0 \uc774\ubbf8\uc9c0\ub97c \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \uc0c8\ub85c\uc6b4 \ub354\uc88b\uc740 SD \ubaa8\ub378\uc774 \ucd9c\uc2dc\ub41c\ub2e4\uba74 \uae30\uc874\uc758 SD \ubaa8\ub378\ub85c \ud559\uc2b5\ub418\uc5b4 \uc788\ub294 LoRA\ubaa8\ub378\ub4e4\uc740 \uc0ac\uc6a9\ub418\uc9c0 \ubabb\ud569\ub2c8\ub2e4. \ub300\ud45c\uc801\uc778 \uc608\uac00 SDXL \ubaa8\ub378 \ucd9c\uc2dc\uc785\ub2c8\ub2e4. \uae30\uc874\uc758 SD1.5\ubaa8\ub378\ub85c \ud559\uc2b5\ub418\uc5b4 \uc788\ub294 \ub9ce\uc740 LoRA\ubaa8\ub378\ub4e4\uc774 SDXL\ubaa8\ub378\uc5d0\uc11c\ub294 \uc0ac\uc6a9\ub418\uc9c0 \ubabb\ud558\uace0 \ubc84\ub824\uc9c0\uac8c\ub429\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \ucd5c\uadfc\uc5d0 X-Adapter\ub77c\ub294 \ubaa8\ub4c8\uc744 \ud1b5\ud574\uc11c SD1.5\ubaa8\ub378\uc5d0\uc11c \ud559\uc2b5\ub418\uc5b4\uc9c4 LoRA \ubaa8\ub378\uc744 SDXL\uc5d0 \ud65c\uc6a9\ud560 \uc218 \uc788\uac8c\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n

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X-Adapter\ub294 \ubb34\uc5c7\uc778\uac00?<\/h3>\n\n\n\n

<\/h3>\n\n\n\n

X-Adapter\ub294 \uae30\uc874\uc758 \ubaa8\ub378\uacfc \ud50c\ub7ec\uadf8\uc778 \uc5f0\uacb0 \uad6c\uc870\ub97c \uc720\uc9c0\ud558\uba74\uc11c\ub3c4, \uc0c8\ub85c\uc6b4 \ubaa8\ub378\uc758 \uae30\ub2a5\uc744 \ucd5c\ub300\ud55c \ud65c\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uad6c\uccb4\uc801\uc73c\ub85c, X-Adapter\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uacfc\uc815\uc744 \ud1b5\ud574 \uc791\ub3d9\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n

    \n
  • \ubaa8\ub378 \ubcf5\uc0ac \ubc0f \uc720\uc9c0<\/strong>: X-Adapter\ub294 \uc5c5\uadf8\ub808\uc774\ub4dc\ub41c \ubaa8\ub378\uc758 \uace0\uc815\ub41c \uc0ac\ubcf8\uc744 \uc720\uc9c0\ud558\uc5ec, \uae30\uc874\uc758 LoRA \ubaa8\ub378\ub4e4\uc774 \ud544\uc694\ub85c \ud558\ub294 \uc5f0\uacb0 \uad6c\uc870\ub97c \ubcf4\uc874\ud569\ub2c8\ub2e4. \uc774\ub294 \uc0c8\ub85c\uc6b4 \ubaa8\ub378\uc774 \uae30\uc874 LoRA \ubaa8\ub378\uacfc \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub420 \uc218 \uc788\ub3c4\ub85d \ub3d5\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n
  • \ub9e4\ud551 \ub808\uc774\uc5b4 \ucd94\uac00<\/strong>: \uc0c8\ub85c\uc6b4 \ud14d\uc2a4\ud2b8-\uc774\ubbf8\uc9c0 \ub370\uc774\ud130 \uc30d\uacfc \ud568\uaed8 \ucd94\uac00 \ub124\ud2b8\uc6cc\ud06c\ub97c \ud6c8\ub828\ud558\uc5ec, \uc11c\ub85c \ub2e4\ub978 \ubc84\uc804\uc758 \ubaa8\ub378\uc5d0\uc11c \ub514\ucf54\ub354\ub97c \uc5f0\uacb0\ud558\ub294 \ud559\uc2b5 \uac00\ub2a5\ud55c \ub9e4\ud551 \ub808\uc774\uc5b4\ub97c \ucd94\uac00\ud569\ub2c8\ub2e4. \uc774 \ub9e4\ud551 \ub808\uc774\uc5b4\ub294 \ud2b9\uc9d5 \uc7ac\ub9e4\ud551\uc744 \uc218\ud589\ud558\uba70, \uc7ac\ub9e4\ud551\ub41c \ud2b9\uc9d5\uc740 \uc5c5\uadf8\ub808\uc774\ub4dc\ub41c \ubaa8\ub378\uc5d0 \ub300\ud55c \uc9c0\uce68\uc73c\ub85c \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/li>\n\n\n\n
  • Null-Text \ud6c8\ub828 \uc804\ub7b5<\/strong>: X-Adapter\ub294 \uc5c5\uadf8\ub808\uc774\ub4dc\ub41c \ubaa8\ub378\uc758 \uc9c0\uce68 \ub2a5\ub825\uc744 \uac15\ud654\ud558\uae30 \uc704\ud574, null-text \ud6c8\ub828 \uc804\ub7b5\uc744 \ucc44\ud0dd\ud569\ub2c8\ub2e4. \uc774\ub294 \ubaa8\ub378\uc774 \ub354\uc6b1 \ud6a8\uacfc\uc801\uc73c\ub85c \ub2e4\uc591\ud55c \uc785\ub825\uc744 \ucc98\ub9ac\ud558\uace0, \ub192\uc740 \uc218\uc900\uc758 \uc774\ubbf8\uc9c0\ub97c \uc0dd\uc131\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n
  • 2\ub2e8\uacc4 \uc7a1\uc74c \uc81c\uac70 \uc804\ub7b5<\/strong>: \ud6c8\ub828 \ud6c4\uc5d0\ub294 X-Adapter\uc640 \uc5c5\uadf8\ub808\uc774\ub4dc\ub41c \ubaa8\ub378\uc758 \ucd08\uae30 \uc7a0\uc7ac \ubcc0\uc218\ub97c \uc815\ub82c\ud558\uae30 \uc704\ud574 2\ub2e8\uacc4 \uc7a1\uc74c \uc81c\uac70 \uc804\ub7b5\uc744 \ub3c4\uc785\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ucd08\uae30 \uc774\ubbf8\uc9c0\ub97c \ubcf4\ub2e4 \uc815\ud655\ud558\uac8c \uc0dd\uc131\ud558\uace0, \ucd5c\uc885 \uacb0\uacfc\ubb3c\uc758 \ud488\uc9c8\uc744 \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
    \"\"<\/figure>\n\n\n\n

    X-Adapter\uc758 \uc7a5\uc810\uacfc \uc601\ud5a5<\/h3>\n\n\n\n

    X-Adapter\uc758 \uac00\uc7a5 \ud070 \uc7a5\uc810\uc740 \ubc94\uc6a9 \ud638\ud658\uc131<\/strong>\uc785\ub2c8\ub2e4. \uc774 \uae30\uc220\uc740 \ub2e4\uc591\ud55c LoRA \ubaa8\ub378\ub4e4\uacfc\uc758 \ud638\ud658\uc131\uc744 \ubcf4\uc7a5\ud560 \ubfd0\ub9cc \uc544\ub2c8\ub77c, \uc11c\ub85c \ub2e4\ub978 \ubc84\uc804\uc758 LoRA \ubaa8\ub378\ub4e4\uc774 \ud568\uaed8 \uc791\ub3d9\ud560 \uc218 \uc788\ub3c4\ub85d \ud574\uc90d\ub2c8\ub2e4. \uc774\ub294 AI \ucee4\ubba4\ub2c8\ud2f0\uc5d0\uc11c \ud070 \uc758\ubbf8\ub97c \uac00\uc9c0\uba70, \ud2b9\ud788 \ud655\uc0b0 \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\ub294 \ub2e4\uc591\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \uadf8 \uc720\uc6a9\uc131\uc774 \ub450\ub4dc\ub7ec\uc9d1\ub2c8\ub2e4.<\/p>\n\n\n\n

    \ub610\ud55c, X-Adapter\ub294 \uc2dc\uac04\uacfc \ube44\uc6a9\uc744 \uc808\uac10<\/strong>\ud569\ub2c8\ub2e4. \uc0c8\ub85c\uc6b4 \ubaa8\ub378\uc774 \ucd9c\uc2dc\ub420 \ub54c\ub9c8\ub2e4 \ubaa8\ub4e0 LoRA \ubaa8\ub378\ub4e4\uc744 \ub2e4\uc2dc \ud6c8\ub828\ud558\ub294 \ub370 \ub4dc\ub294 \uc2dc\uac04\uacfc \uc790\uc6d0\uc744 \uc808\uc57d\ud560 \uc218 \uc788\uae30 \ub54c\ubb38\uc5d0, \uc5f0\uad6c\uc790\uc640 \uac1c\ubc1c\uc790\ub4e4\uc740 \ub354 \uc911\uc694\ud55c \uc791\uc5c5\uc5d0 \uc9d1\uc911\ud560 \uc218 \uc788\uac8c \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n

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

    \u7ed3\u8bba<\/strong><\/h3>\n\n\n\n

    \uc774 X-Adapter\ud1b5\ud574\uc11c SD1.5 \ubaa8\ub378\uc5d0\uc11c \ud559\uc2b5\ub418\uc5b4\uc788\ub294 LoRA\ub4e4\uc744 \ucd94\uac00 \ud559\uc2b5\uc5c6\uc774 SDXL\ubaa8\ub378\uc5d0\uc11c \uc0ac\uc6a9\uc774 \uac00\ub2a5\ud574\uc84c\uc2b5\ub2c8\ub2e4. \uc55e\uc73c\ub85c \uc774 \ubaa8\ub4c8\uc744 \ud1b5\ud574\uc11c LoRA \ubaa8\ub378\ub4e4\uc744 \uc5c5\uadf8\ub808\uc774\ub4dc \ud558\uc2dc\uace0 \ub2e4\uc591\ud55c \uc2a4\ud0c0\uc77c\uc758 \uc774\ubbf8\uc9c0\ub97c \ub354 \uc120\uba85\ud558\uac8c \uc0dd\uc131\ud558\uc2dc\uae30 \ubc14\ub78d\ub2c8\ub2e4. <\/p>\n

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

    [Creative AI \uae30\uc220\ud300 \uae40\uc724\ud0dc] \ub514\uc9c0\ud138 \uc2dc\ub300\uc758 \ube60\ub978 \ubc1c\uc804\uacfc \ud568\uaed8, \uc778\uacf5\uc9c0\ub2a5(AI)\uc740 \uc0c1\uc0c1\ub9cc \ud588\ub358 \uac83\ub4e4\uc744 \ud604\uc2e4\ub85c \ub9cc\ub4dc\ub294 \ub180\ub77c\uc6b4 \ub3c4\uad6c\uac00 \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uadf8\uc911\uc5d0\uc11c\ub3c4 Text-to-Image (T2I) \ubaa8\ub378, \uc989 \ud14d\uc2a4\ud2b8\ub97c \uc785\ub825\ud558\uba74 \uc774\ubbf8\uc9c0\ub97c \uc0dd\uc131\ud574\ub0b4\ub294 \uae30\uc220\uc740 \ub9ce\uc740 \uc774\ub4e4\uc5d0\uac8c \uc2e0\uc120\ud55c \ucda9\uaca9\uc744 \uc548\uaca8\uc8fc\uc5c8\uc2b5\ub2c8\ub2e4. \uc6b0\ub9ac\ub294 \uc774\uc81c \ub2e8\uc21c\ud788 \ubb38\uc7a5\uc744 \uc785\ub825\ud558\ub294 \uac83\ub9cc\uc73c\ub85c\ub3c4 \uc815\uad50\ud558\uace0 \uc0ac\uc2e4\uc801\uc778 \uc774\ubbf8\uc9c0\ub97c \uc0dd\uc131\ud560 \uc218 \uc788\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud601\uc2e0\uc758 \uc911\uc2ec\uc5d0\ub294 Diffusion \ubaa8\ub378\uc774\ub77c\ub294 \uac15\ub825\ud55c \ub525\ub7ec\ub2dd \uae30\ubc95\uc774 \uc790\ub9ac\ud558\uace0…<\/p>\n

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