{"id":2845,"date":"2025-12-02T10:17:43","date_gmt":"2025-12-02T10:17:43","guid":{"rendered":"https:\/\/pixai.art\/articles\/?p=2845"},"modified":"2025-12-10T05:27:50","modified_gmt":"2025-12-10T05:27:50","slug":"pixai-train-lora-ja","status":"publish","type":"post","link":"https:\/\/pixai.art\/articles\/ja\/pixai-train-lora-ja\/","title":{"rendered":"PixAI\u3067LoRA\u3092\u4f5c\u308b\u2014\u2014\u30af\u30ea\u30a8\u30a4\u30bf\u30fc\u5411\u3051\u5b8c\u5168\u30ac\u30a4\u30c9"},"content":{"rendered":"\n<p 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center&quot;,&quot;xPosition&quot;:0,&quot;yPosition&quot;:0,&quot;attachment&quot;:&quot;&quot;,&quot;repeat&quot;:&quot;no-repeat&quot;,&quot;size&quot;:&quot;&quot;,&quot;customSize&quot;:&quot;0px&quot;}},&quot;video&quot;:{&quot;url&quot;:&quot;&quot;,&quot;loop&quot;:false},&quot;transition&quot;:0.3}}}}'><\/div>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">Part 1\uff1a\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u6e96\u5099\u2014\u2014\u6210\u529f\u306e\u30ab\u30ae\u306f\u3053\u3053\u306b\u3042\u308b\uff01<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u300c\u5b66\u7fd2\u30c7\u30fc\u30bf\u300d\u306fLoRA\u3068\u3044\u3046\u6599\u7406\u306e\u300c\u6750\u6599\u300d\u3067\u3059\u3002\u6750\u6599\u306e\u54c1\u8cea\u304c\u3001\u305d\u306e\u307e\u307e\u5b8c\u6210\u5ea6\u306b\u76f4\u7d50\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li>\u89e3\u50cf\u5ea6\u304c\u547d \ud83d\udc51<\/li>\n<\/ol>\n\n\n\n<ul 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class=\"wp-image-2848\" srcset=\"https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/b1.png 326w, https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/b1-161x300.png 161w\" sizes=\"auto, (max-width: 326px) 100vw, 326px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"351\" height=\"608\" src=\"https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/b2.png\" alt=\"\" class=\"wp-image-2849\" srcset=\"https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/b2.png 351w, https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/b2-173x300.png 173w\" sizes=\"auto, (max-width: 351px) 100vw, 351px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<ol start=\"2\" class=\"wp-block-list\">\n<li>\u7279\u5fb4\u3092\u3057\u3063\u304b\u308a\u898b\u305b\u308b<\/li>\n<\/ol>\n\n\n\n<p 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class=\"wp-block-list\">\n<li>\u8907\u6570\u30ad\u30e3\u30e9\u304c\u5199\u3063\u3066\u3044\u308b\u753b\u50cf\uff08\u3069\u306e\u30ad\u30e3\u30e9\u3092\u5b66\u7fd2\u3059\u3079\u304d\u304bAI\u304c\u8ff7\u3063\u3066\u3057\u307e\u3046\uff09<\/li>\n\n\n\n<li>\u9854\u306e\u5927\u90e8\u5206\u304c\u5f71\u3067\u96a0\u308c\u3066\u3044\u308b\u3082\u306e<\/li>\n\n\n\n<li>\u91cd\u8981\u90e8\u5206\u304c\u898b\u3048\u306a\u3044\u6975\u7aef\u306a\u30a2\u30f3\u30b0\u30eb<\/li>\n\n\n\n<li>\u30ad\u30e3\u30e9\u8868\u73fe\u304c\u30d0\u30e9\u30d0\u30e9<\/li>\n<\/ul>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8d39b2df wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"323\" height=\"517\" src=\"https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/b3.png\" alt=\"\" class=\"wp-image-2850\" srcset=\"https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/b3.png 323w, https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/b3-187x300.png 187w\" sizes=\"auto, (max-width: 323px) 100vw, 323px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"353\" height=\"510\" src=\"https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/b4.png\" alt=\"\" class=\"wp-image-2851\" srcset=\"https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/b4.png 353w, https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/b4-208x300.png 208w\" sizes=\"auto, (max-width: 353px) 100vw, 353px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<ol start=\"3\" class=\"wp-block-list\">\n<li>\u4f59\u8a08\u306a\u3082\u306e\u306f\u6d88\u3057\u3066\u304a\u304f<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u9664\u53bb\u5bfe\u8c61\uff1a\u30c6\u30ad\u30b9\u30c8\u30fb\u5439\u304d\u51fa\u3057\u30fb\u900f\u304b\u3057\u30fbUI\u8981\u7d20<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7406\u7531\uff1a\u30c6\u30ad\u30b9\u30c8\u5165\u308a\u753b\u50cf\u3067\u5b66\u7fd2\u3059\u308b\u3068\u3001\u751f\u6210\u6642\u306b\u8b0e\u306e\u6587\u5b57\u304c\u51fa\u73fe\u3059\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u203b\u5b8c\u5168\u9664\u53bb\u304c\u96e3\u3057\u3044\u5834\u5408\u3001\u30cd\u30ac\u30c6\u30a3\u30d6\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u300cwatermark, text\u300d\u3092\u8ffd\u52a0\u3057\u307e\u3057\u3087\u3046\u3002\u305f\u3060\u3057\u4e8b\u524d\u9664\u53bb\u304c\u30d9\u30b9\u30c8\u3067\u3059<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u304a\u3059\u3059\u3081\u30c4\u30fc\u30eb\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Photoshop\u306e\u300ccontent-aware fill\u300d\u6a5f\u80fd<\/li>\n\n\n\n<li>PixAI\u306e<a href=\"https:\/\/pixai.art\/generator\/image\/editor\">\u30a4\u30f3\u30da\u30a4\u30f3\u30c8\u6a5f\u80fd<\/a> \ud83d\udc49 <a href=\"https:\/\/pixai.art\/articles\/en\/chat-editing-image-editing-with-natural-language-commands\/\">\u753b\u50cf\u7de8\u96c6\u306b\u3064\u3044\u3066<\/a><\/li>\n\n\n\n<li>\u30c6\u30ad\u30b9\u30c8\u90e8\u5206\u3092\u907f\u3051\u3066\u30c8\u30ea\u30df\u30f3\u30b0<\/li>\n<\/ul>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8d39b2df wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"323\" height=\"585\" src=\"https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/b5.png\" alt=\"\" class=\"wp-image-2852\" srcset=\"https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/b5.png 323w, https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/b5-166x300.png 166w\" sizes=\"auto, (max-width: 323px) 100vw, 323px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"353\" height=\"493\" src=\"https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/b6.png\" alt=\"\" class=\"wp-image-2853\" srcset=\"https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/b6.png 353w, https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/b6-215x300.png 215w\" sizes=\"auto, (max-width: 353px) 100vw, 353px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<ol start=\"4\" class=\"wp-block-list\">\n<li>\u30b5\u30a4\u30ba\u306f\u63c3\u3048\u308b\u306e\u304c\u7406\u60f3<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u7406\u60f3\uff1a\u5168\u753b\u50cf\u306e\u30b5\u30a4\u30ba\u3092\u7d71\u4e00<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u73fe\u5b9f\uff1a\u624b\u6301\u3061\u753b\u50cf\u304c\u5c11\u306a\u3044\u3068\u5b8c\u74a7\u306f\u96e3\u3057\u3044<\/li>\n\n\n\n<li>\u5b9f\u8df5\u7b56\uff1a\u3067\u304d\u308b\u7bc4\u56f2\u3067\u7d71\u4e00\u3001\u54c1\u8cea\u306f\u59a5\u5354\u3057\u306a\u3044<\/li>\n\n\n\n<li>\u52b9\u7387\u5316\uff1a\u30d0\u30c3\u30c1\u51e6\u7406\u6a5f\u80fd\u3092\u6d3b\u7528<\/li>\n<\/ul>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8d39b2df wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"352\" height=\"360\" src=\"https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/b7.png\" alt=\"\" class=\"wp-image-2854\" srcset=\"https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/b7.png 352w, https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/b7-293x300.png 293w\" sizes=\"auto, (max-width: 352px) 100vw, 352px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"352\" height=\"514\" src=\"https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/b8.png\" alt=\"\" class=\"wp-image-2855\" srcset=\"https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/b8.png 352w, https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/b8-205x300.png 205w\" sizes=\"auto, (max-width: 352px) 100vw, 352px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<ol start=\"5\" class=\"wp-block-list\">\n<li>\u5fc5\u8981\u306a\u679a\u6570\u306e\u76ee\u5b89<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30ad\u30e3\u30e9LoRA\uff1a15\u301c30\u679a\uff08\u3067\u304d\u308b\u3060\u3051\u9ad8\u54c1\u8cea\u306a\u3082\u306e\uff09<\/li>\n\n\n\n<li>\u30b9\u30bf\u30a4\u30ebLoRA\uff1a20\u301c40\u679a\uff08\u591a\u69d8\u6027\u91cd\u8996\uff09<\/li>\n\n\n\n<li>\u30dd\u30fc\u30baLoRA\uff1a10\u301c20\u679a\uff08\u660e\u78ba\u306a\u4f8b\u793a\uff09<\/li>\n\n\n\n<li>\u8863\u88c5LoRA\uff1a15\u301c25\u679a\uff08\u89d2\u5ea6\u30fb\u7167\u660e\u306e\u30d0\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\uff09<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">Part 2\uff1a\u5b66\u7fd2\u8a2d\u5b9a \u2013 LoRA\u3092\u4f5c\u308d\u3046\uff01<\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"2525\" height=\"985\" src=\"https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/9-1024x399.png\" alt=\"\" class=\"wp-image-2856\" srcset=\"https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/9-1024x399.png 1024w, https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/9-300x117.png 300w, https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/9-768x300.png 768w, https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/9-1536x599.png 1536w, https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/9-2048x799.png 2048w\" sizes=\"auto, (max-width: 2525px) 100vw, 2525px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><span id=\"bppb-heading-anchor-2\"><\/span><strong>\u540d\u524d\u3092\u3064\u3051\u3088\u3046<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8aac\u660e\u7684\u3067\u691c\u7d22\u3055\u308c\u3084\u3059\u3044\u540d\u524d\u5f62\u5f0f\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><code>'Castorice | Honkai Star Rail (Haruka)'<\/code><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u3046\u3057\u3066\u304a\u304f\u3068\u3001\u4ed6\u306e\u4eba\u306b\u3082\u898b\u3064\u3051\u3066\u3082\u3089\u3044\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3057\u3001\u3042\u306a\u305f\u306eLoRA\u304c\u4f7f\u308f\u308c\u308b\u305f\u3073\u306b\u30af\u30ec\u30b8\u30c3\u30c8\u306e\u5831\u916c\u3082\u7372\u5f97\u3067\u304d\u307e\u3059\u3002\u6700\u9ad8\u3058\u3083\u306a\u3044\u3067\u3059\u304b\uff01<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">2.1 \u30d9\u30fc\u30b9\u30e2\u30c7\u30eb\u306e\u9078\u629e\uff1a\u3053\u3053\u304c\u904b\u547d\u306e\u5206\u304b\u308c\u9053<\/h4>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8d39b2df wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"567\" height=\"833\" src=\"https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/10.png\" alt=\"\" class=\"wp-image-2858\" srcset=\"https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/10.png 567w, https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/10-204x300.png 204w\" sizes=\"auto, (max-width: 567px) 100vw, 567px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"580\" height=\"734\" src=\"https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/11.png\" alt=\"\" class=\"wp-image-2857\" srcset=\"https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/11.png 580w, https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/11-237x300.png 237w\" sizes=\"auto, (max-width: 580px) 100vw, 580px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u306f\u3001LoRA\u4f5c\u6210\u306b\u304a\u3044\u3066\u6700\u3082\u91cd\u8981\u306a\u9078\u629e\u3068\u8a00\u3063\u3066\u3082\u904e\u8a00\u3067\u306f\u3042\u308a\u307e\u305b\u3093\uff01\u30d9\u30fc\u30b9\u30e2\u30c7\u30eb\u306f\u3001LoRA\u304c\u5b66\u7fd2\u3059\u308b\u300c\u571f\u53f0\u300d\u305d\u306e\u3082\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u57fa\u672c\u539f\u5247\uff1a\u4e92\u63db\u6027\u3092\u6700\u512a\u5148\u306b<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u666e\u6bb5\u4f7f\u3063\u3066\u3044\u308b\u30d9\u30fc\u30b9\u30e2\u30c7\u30eb\u3067\u5b66\u7fd2\u3059\u308b\u306e\u304c\u30d9\u30b9\u30c8\u3002\u300cHaruka V2\u300d\u3067\u751f\u6210\u3057\u3066\u3044\u308b\u306a\u3089\u3001<a href=\"https:\/\/pixai.art\/model\/1861558737426484240-Haruka-v2\">Haruka V2<\/a> \u3067\u5b66\u7fd2\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">PixAI\u306e\u30e2\u30c7\u30eb\u30d5\u30a1\u30df\u30ea\u30fc<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u300cIllustrious\u300d\u30d5\u30a1\u30df\u30ea\u30fc\uff08SDXL\uff09\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5bfe\u8c61\u30e2\u30c7\u30eb\uff1a<a href=\"https:\/\/pixai.art\/model\/1861558737426484240-Haruka-v2\">Haruka<\/a> \u30b7\u30ea\u30fc\u30ba\u3001 <a href=\"https:\/\/pixai.art\/model\/1811528825797233974-Hoshino\">Hoshino<\/a>\u3001<a href=\"https:\/\/pixai.art\/model\/1856956427276171616-Otome-v2\">Otome<\/a> \u30b7\u30ea\u30fc\u30ba<\/li>\n\n\n\n<li>\u9069\u6027\u5206\u91ce\uff1a\u9ad8\u54c1\u8cea\u306a\u30a2\u30cb\u30e1\u7d75\u3001\u7dfb\u5bc6\u306a\u30ad\u30e3\u30e9\u8868\u73fe<\/li>\n\n\n\n<li>\u4e92\u63db\u6027\u7bc4\u56f2\uff1a\u300cIllustrious\u300d\u7cfb\u30e2\u30c7\u30eb<\/li>\n\n\n\n<li>\u5f37\u307f\uff1a\u7d30\u90e8\u306e\u518d\u73fe\u529b\u3001\u30ad\u30e3\u30e9\u306e\u4e00\u8cab\u6027<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u300cNoob\u300d\u30d5\u30a1\u30df\u30ea\u30fc\uff08SDXL\uff09\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5bfe\u8c61\u30e2\u30c7\u30eb\uff1a<a href=\"https:\/\/pixai.art\/model\/1869108554114044295\">Hinata V2<\/a>, <a href=\"https:\/\/pixai.art\/model\/1772043569905266745-Hikari\">Hikari<\/a><\/li>\n\n\n\n<li>\u9069\u6027\u5206\u91ce\uff1a\u9bae\u3084\u304b\u306a\u8272\u5f69\u3001\u8e8d\u52d5\u611f\u306e\u3042\u308b\u69cb\u56f3<\/li>\n\n\n\n<li>\u4e92\u63db\u6027\u7bc4\u56f2\uff1a\u300cNoob\u300d\u7cfb\u30e2\u30c7\u30eb<\/li>\n\n\n\n<li>\u5f37\u307f\uff1a\u767a\u8272\u306e\u826f\u3055\u3001\u82b8\u8853\u7684\u306a\u8868\u73fe\u529b<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u300cSD 1.5\u300d\u30e2\u30c7\u30eb\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9069\u6027\u5206\u91ce\uff1a\u5f93\u6765\u578b\u306e\u30a2\u30cb\u30e1\u7d75\u3001\u65e7\u4e16\u4ee3\u30e2\u30c7\u30eb\u3068\u306e\u4e92\u63db\u6027<\/li>\n\n\n\n<li>\u91cd\u8981\u4e8b\u9805\uff1aSDXL\u306eLoRA\u3068\u306f\u4e92\u63db\u6027\u304c\u3042\u308a\u307e\u305b\u3093\uff01<\/li>\n\n\n\n<li>\u4f7f\u7528\u5834\u9762\uff1a\u904e\u53bb\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3001\u7279\u5b9a\u306e\u30b9\u30bf\u30a4\u30eb\u3092\u518d\u73fe\u3057\u305f\u3044\u6642<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">DiT LoRA\u306b\u3064\u3044\u3066\uff1a <a href=\"https:\/\/pixai.art\/articles\/en\/dit-lora-training-guide-pixais-new-multi-version-support-and-dataset-reuse-features\/\">DiT LoRA Training Guide<\/a><\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u4e92\u63db\u6027\u78ba\u8a8d\u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b66\u7fd2\u3092\u59cb\u3081\u308b\u524d\u306b\u3001\u5fc5\u305a\u78ba\u8a8d\u3057\u307e\u3057\u3087\u3046\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u7a2e\u985e\uff1aSDXL \/ SD 1.5 \/ DiT<\/li>\n\n\n\n<li>\u30e2\u30c7\u30eb\u30d5\u30a1\u30df\u30ea\u30fc\uff1a\u300cIllustrious\u300d\u3001\u300cNoob\u300d\u306a\u3069<\/li>\n\n\n\n<li>\u5236\u4f5c\u8005\u63a8\u5968\uff1a\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u63a8\u5968\u30d9\u30fc\u30b9\u30e2\u30c7\u30eb\u3092\u78ba\u8a8d<\/li>\n\n\n\n<li>\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306e\u5b9f\u7e3e\uff1a\u540c\u3058\u30d9\u30fc\u30b9\u30e2\u30c7\u30eb\u3067\u6210\u529f\u3057\u3066\u3044\u308bLoRA\u3092\u53c2\u8003<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">2.2 \u30c8\u30ea\u30ac\u30fc\u30ef\u30fc\u30c9\uff1a\u9b54\u6cd5\u306e\u546a\u6587<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c8\u30ea\u30ac\u30fc\u30ef\u30fc\u30c9\u306f\u3001LoRA\u306e\u771f\u306e\u529b\u3092\u5f15\u304d\u51fa\u3059\u300c\u5408\u8a00\u8449\u300d\u3067\u3059\u3002\u9078\u3073\u65b9\u6b21\u7b2c\u3067\u3001\u4f7f\u3044\u52dd\u624b\u304c\u5929\u3068\u5730\u307b\u3069\u5909\u308f\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5909\u308f\u3089\u306a\u3044\u7279\u5fb4\u306b\u6ce8\u76ee<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u542b\u3081\u308b\u3079\u304d\u3082\u306e\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u76ee\u306e\u7279\u5fb4\uff1a<code>heterochromia_blue_red<\/code>, <code>purple_eyes<\/code>, <code>star_shaped_pupils<\/code><\/li>\n\n\n\n<li>\u5165\u308c\u58a8\u3084\u75e3\uff1a<code>tacet_mark<\/code>, <code>facial_tattoo<\/code>, <code>beauty_mark<\/code><\/li>\n\n\n\n<li>\u30b7\u30f3\u30dc\u30eb\u7684\u88c5\u98fe\uff1a<code>black_tiara<\/code>, <code>hair_ornament<\/code>, <code>earrings<\/code><\/li>\n\n\n\n<li>\u8b58\u5225\u3057\u3084\u3059\u3044\u7279\u5fb4<code>pointy_ears<\/code>, <code>fangs<\/code>, <code>heterochromia<\/code><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u542b\u3081\u306a\u3044\u307b\u3046\u304c\u3044\u3044\u3082\u306e\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u670d\u306e\u8a73\u7d30\uff08\u3042\u3068\u3067\u81ea\u7531\u306b\u5909\u66f4\u3057\u305f\u304f\u306a\u308b\u305f\u3081\uff09<\/li>\n\n\n\n<li>\u30dd\u30fc\u30ba\u6307\u5b9a<\/li>\n\n\n\n<li>\u80cc\u666f\u3084\u74b0\u5883\u306e\u60c5\u5831<\/li>\n\n\n\n<li>\u4e00\u6642\u7684\u306a\u8981\u7d20\u3084\u3001\u5909\u5316\u3057\u3084\u3059\u3044\u8981\u7d20<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u304a\u624b\u8efd\u306a\u65b9\u6cd5\uff1a\u300cDanbooru\u300d\u30bf\u30b0\u6d3b\u7528<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30d7\u30ed\u306e\u30b3\u30c4\uff1a\u300cDanbooru\u300d\u306e\u30bf\u30b0\u3092\u305d\u306e\u307e\u307e\u53c2\u8003\u306b\u3057\u307e\u3057\u3087\u3046\uff01<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6d3b\u7528\u624b\u9806\uff1a<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li>\u30ad\u30e3\u30e9\u306e\u516c\u5f0f\u30a4\u30e9\u30b9\u30c8\u3084\u3001\u30bf\u30b0\u304c\u3057\u3063\u304b\u308a\u4ed8\u3044\u3066\u3044\u308b\u30d5\u30a1\u30f3\u30a2\u30fc\u30c8\u3092\u691c\u7d22<\/li>\n\n\n\n<li>\u753b\u50cf\u5de6\u5074\u306b\u8868\u793a\u3055\u308c\u308b\u30bf\u30b0\u4e00\u89a7\u3092\u78ba\u8a8d<\/li>\n\n\n\n<li>\u300c\u5909\u308f\u3089\u306a\u3044\u7279\u5fb4\u300d\u306b\u95a2\u3059\u308b\u30bf\u30b0\u3092\u30b3\u30d4\u30fc<\/li>\n\n\n\n<li>PixAI\u3067\u4f7f\u3044\u3084\u3059\u3044\u5f62\u5f0f\u306b\u8abf\u6574\u3057\u307e\u3057\u3087\u3046<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u7406\u60f3\u7684\u306a\u30c8\u30ea\u30ac\u30fc\u30ef\u30fc\u30c9\u69cb\u6210<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ad\u30e3\u30e9\u3092 1\uff1a1 \u3067\u518d\u73fe\u3057\u305f\u3044\u5834\u5408\u306f\u3001\u6b21\u306e\u3088\u3046\u306b\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u6574\u7406\u3059\u308b\u306e\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>Character_name, permanent_features, optional_tweaks, &#91;flexible_elements]<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b9f\u4f8b\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>Castorice\/hsr, long purple hair, low twintails, purple eyes, hair flower, pointy ears, crown of thorns, black tiara<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u8863\u88c5\u306e\u8a73\u7d30\u3092\u30c8\u30ea\u30ac\u30fc\u306b\u5165\u308c\u306a\u3044\u7406\u7531\uff1a<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8863\u88c5\u306e\u8a73\u7d30\u3092\u30c8\u30ea\u30ac\u30fc\u30ef\u30fc\u30c9\u306b\u542b\u3081\u3066\u3057\u307e\u3046\u3068\u3001\u5225\u306e\u670d\u3092\u7740\u305b\u305f\u3044\u305f\u3073\u306b\u3001\u305d\u306e\u90e8\u5206\u3092\u624b\u52d5\u3067\u524a\u9664\u3057\u3066\u66f8\u304d\u63db\u3048\u308b\u5fc5\u8981\u304c\u51fa\u3066\u304d\u307e\u3059\u3002\u3068\u3066\u3082\u624b\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u3057\u3001LoRA\u306e\u6c4e\u7528\u6027\u30fb\u67d4\u8edf\u6027\u3082\u5927\u304d\u304f\u4e0b\u304c\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">Part 3: \u4ed6\u306eLoRA\u30bf\u30a4\u30d7\u2014\u2014\u3053\u3053\u304b\u3089\u306f\u65e9\u3044<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ad\u30e3\u30e9LoRA\u3092\u30de\u30b9\u30bf\u30fc\u3059\u308c\u3070\u3001\u4ed6\u306e\u30bf\u30a4\u30d7\u3082\u540c\u3058\u539f\u5247\u306b\u300c\u5c11\u3057\u624b\u3092\u52a0\u3048\u308b\u300d\u3060\u3051\u3067\u4f5c\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td>LoRA\u30bf\u30a4\u30d7<\/td><td>\u5b66\u7fd2\u30dd\u30a4\u30f3\u30c8<\/td><td>\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u8981\u4ef6<\/td><td>\u30c8\u30ea\u30ac\u30fc\u30ef\u30fc\u30c9<\/td><td>\u30ad\u30e3\u30e9LoRA\u3068\u306e\u4e3b\u306a\u9055\u3044<\/td><\/tr><tr><td>\u753b\u98a8<\/td><td>\u753b\u98a8\u306e\u4e00\u8cab\u6027<\/td><td>\u540c\u3058\u6280\u6cd5\u30fb\u753b\u98a8\u306e\u753b\u50cf15\u301c20\u679a<\/td><td>\u30b7\u30f3\u30d7\u30eb\u306a\u8a18\u8ff0\u8a9e\uff08\u4f8b\uff1a\u201cwatercolor_soft\u201d\uff09<\/td><td>\u7d71\u4e00\u3055\u308c\u305f\u30b9\u30bf\u30a4\u30eb\u3067\u8907\u6570\u306e\u30ad\u30e3\u30e9\u3092\u5b66\u7fd2\uff08\u5358\u4e00\u30ad\u30e3\u30e9\u3067\u306f\u306a\u3044\uff09<\/td><\/tr><tr><td>\u8863\u88c5<\/td><td>\u8863\u88c5\u306e\u30c7\u30a3\u30c6\u30a3\u30fc\u30eb<\/td><td>\u8907\u6570\u30a2\u30f3\u30b0\u30eb\u304b\u3089\u306e\u540c\u4e00\u8863\u88c5<\/td><td>\u5177\u4f53\u7684\u306a\u8863\u670d\u7528\u8a9e\uff08\u4f8b\uff1ae.g. \u201cmaid_uniform\u201d\uff09<\/td><td>\u8863\u88c5\u306e\u307f\u306b\u7126\u70b9\u3001\u9854\u3084\u4f53\u306e\u7279\u5fb4\u306f\u7121\u8996<\/td><\/tr><tr><td>\u30dd\u30fc\u30ba<\/td><td>\u8eab\u4f53\u306e\u4f4d\u7f6e\u95a2\u4fc2<\/td><td>\u7570\u306a\u308b\u8996\u70b9\u304b\u3089\u306e\u540c\u4e00\u30dd\u30fc\u30ba<\/td><td>\u30a2\u30af\u30b7\u30e7\u30f3\u8a18\u8ff0\u8a9e\uff08\u4f8b\uff1a\u201ckneeling_pose\u201d\uff09<\/td><td>\u8eab\u4f53\u306e\u4f4d\u7f6e\u306e\u307f\u306b\u7126\u70b9\u3001\u9854\u3084\u8eab\u4f53\u7684\u7279\u5fb4\u306f\u7121\u8996<\/td><\/tr><tr><td>\u30ad\u30e3\u30e9<\/td><td>\u56fa\u6709\u306e\u30a2\u30a4\u30c7\u30f3\u30c6\u30a3\u30c6\u30a3<\/td><td>\u4e00\u4eba\u306e\u30ad\u30e3\u30e9\u306e\u591a\u69d8\u306a\u30dd\u30fc\u30ba\u30fb\u8868\u60c5<\/td><td>\u7279\u5fb4\u7684\u306a\u7279\u6027\uff08\u4f8b\uff1a\u201cscar_cheek\u201d\uff09<\/td><td>\u4eba\u683c\u5168\u4f53\u3092\u6349\u3048\u308b\u305f\u3081\u3001\u6700\u3082\u591a\u69d8\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304c\u5fc5\u8981<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">3.1 \u753b\u98a8LoRA\u306e\u4f5c\u308a\u65b9<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u57fa\u672c\u65b9\u91dd\uff1a\u753b\u98a8\u30921\u3064\u306b\u6c7a\u3081\u3066\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u5168\u4f53\u3067\u7d71\u4e00\u3059\u308b<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c8\u30ea\u30ac\u30fc\u30ef\u30fc\u30c9\uff1a\u30b7\u30f3\u30d7\u30eb\u3067\u5206\u304b\u308a\u3084\u3059\u304f<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>watercolor<\/code>, <code>oil_painting<\/code>, <code>sketch_style<\/code><\/li>\n\n\n\n<li><code>manga_style<\/code>, <code>realistic_shading<\/code>, <code>cel_shaded<\/code><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u30dd\u30a4\u30f3\u30c8<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5168\u753b\u50cf\u3067\u540c\u3058\u6280\u6cd5\u30fb\u753b\u98a8\u3092\u4f7f\u3046<\/li>\n\n\n\n<li>\u904e\u5b66\u7fd2\u9632\u6b62\u306e\u305f\u3081\u3001\u63cf\u304f\u5bfe\u8c61\u306f\u306a\u308b\u3079\u304f\u591a\u69d8\u306b\u3057\u307e\u3057\u3087\u3046<\/li>\n\n\n\n<li>\u305d\u306e\u753b\u98a8\u306a\u3089\u3067\u306f\u306e\u7279\u5fb4\u304c\u306f\u3063\u304d\u308a\u5206\u304b\u308b\u4f8b\u3092\u5165\u308c\u308b<\/li>\n<\/ul>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8d39b2df wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"357\" height=\"440\" src=\"https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/12.png\" alt=\"\" class=\"wp-image-2859\" srcset=\"https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/12.png 357w, https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/12-243x300.png 243w\" sizes=\"auto, (max-width: 357px) 100vw, 357px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"352\" height=\"442\" src=\"https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/13.png\" alt=\"\" class=\"wp-image-2860\" srcset=\"https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/13.png 352w, https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/13-239x300.png 239w\" sizes=\"auto, (max-width: 352px) 100vw, 352px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<h4 class=\"wp-block-heading\">3.2 \u30dd\u30fc\u30baLoRA\u306e\u4f5c\u308a\u65b9<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u91cd\u8981\u539f\u5247\uff1a\u4e00\u8cab\u6027\u304c\u4f55\u3088\u308a\u5927\u4e8b<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u8981\u4ef6\uff1a\u72d9\u3063\u305f\u30dd\u30fc\u30ba\u3092\u3001\u8907\u6570\u306e\u89d2\u5ea6\u30fb\u8907\u6570\u306e\u7167\u660e\u6761\u4ef6\u3067\u96c6\u3081\u308b<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c8\u30ea\u30ac\u30fc\u30ef\u30fc\u30c9\uff1a\u52d5\u4f5c\u3084\u59ff\u52e2\u3092\u8868\u3059\u8a00\u8449<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>crossed_arms<\/code>, <code>peace_sign<\/code>, <code>jumping<\/code>, <code>sitting_pose<\/code><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u30dd\u30a4\u30f3\u30c8<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u81ea\u7136\u306a\u4ed5\u4e0a\u304c\u308a\u306e\u305f\u3081\u306b\u3001\u30dd\u30fc\u30ba\u306b\u5c11\u3057\u3060\u3051\u30d0\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u3092\u6301\u305f\u305b\u308b<\/li>\n\n\n\n<li>\u53ef\u80fd\u3067\u3042\u308c\u3070\u3001\u9055\u3046\u30ad\u30e3\u30e9\u306b\u540c\u3058\u30dd\u30fc\u30ba\u3092\u3055\u305b\u305f\u753b\u50cf\u3082\u5165\u308c\u308b<\/li>\n\n\n\n<li>\u4f53\u306e\u91cd\u8981\u306a\u30d1\u30fc\u30c4\u304c\u306f\u3063\u304d\u308a\u898b\u3048\u308b\u753b\u50cf\u3092\u4f7f\u3046<\/li>\n<\/ul>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8d39b2df wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"353\" height=\"558\" src=\"https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/14.png\" alt=\"\" class=\"wp-image-2861\" srcset=\"https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/14.png 353w, https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/14-190x300.png 190w\" sizes=\"auto, (max-width: 353px) 100vw, 353px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"361\" height=\"550\" src=\"https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/15.png\" alt=\"\" class=\"wp-image-2862\" srcset=\"https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/15.png 361w, https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/15-197x300.png 197w\" sizes=\"auto, (max-width: 361px) 100vw, 361px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">\u8863\u88c5LoRA\u306e\u4f5c\u308a\u65b9<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30d5\u30a9\u30fc\u30ab\u30b9\uff1a\u540c\u3058\u8863\u88c5\u3092\u3001\u3055\u307e\u3056\u307e\u306a\u89d2\u5ea6\u30fb\u7167\u660e\u6761\u4ef6\u3067\u898b\u305b\u308b\u3053\u3068<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u9069\u306a\u7528\u9014\uff1a\u304a\u6c17\u306b\u5165\u308a\u306e\u8863\u88c5\u3001\u500b\u6027\u7684\u306a\u30c7\u30b6\u30a4\u30f3\u3001\u30c6\u30fc\u30de\u6027\u306e\u3042\u308b\u670d\u88c5\u306a\u3069<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u6226\u7565\uff1a\u898b\u305b\u65b9\u306e\u30d0\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u306f\u6700\u5927\u9650\u3001\u8863\u88c5\u305d\u306e\u3082\u306e\u306e\u7a2e\u985e\u306f\u6700\u5c0f\u9650\u306b<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u30dd\u30a4\u30f3\u30c8<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8907\u6570\u306e\u8996\u70b9\uff08\u6b63\u9762\u30fb\u80cc\u9762\u30fb\u5074\u9762\u306a\u3069\uff09<\/li>\n\n\n\n<li>\u69d8\u3005\u306a\u7167\u660e\u6761\u4ef6<\/li>\n\n\n\n<li>\u305d\u306e\u8863\u88c5\u3092\u7740\u305f\u307e\u307e\u306e\u3001\u3044\u308d\u3044\u308d\u306a\u30dd\u30fc\u30ba<\/li>\n\n\n\n<li>\u7279\u5fb4\u7684\u306a\u30c7\u30a3\u30c6\u30fc\u30eb\u90e8\u5206\u306e\u30a2\u30c3\u30d7<\/li>\n<\/ul>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8d39b2df wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8d39b2df wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"347\" height=\"550\" src=\"https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/16-1.png\" alt=\"\" class=\"wp-image-2864\" srcset=\"https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/16-1.png 347w, https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/16-1-189x300.png 189w\" sizes=\"auto, (max-width: 347px) 100vw, 347px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"378\" height=\"526\" src=\"https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/17.png\" alt=\"\" class=\"wp-image-2865\" srcset=\"https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/17.png 378w, https:\/\/pixai.art\/articles\/wp-content\/uploads\/2025\/12\/17-216x300.png 216w\" sizes=\"auto, (max-width: 378px) 100vw, 378px\" \/><\/figure>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>LoRA\u4f5c\u308a\u306e\u65c5\u304c\u59cb\u307e\u308a\u307e\u3059<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u304a\u3081\u3067\u3068\u3046\u3054\u3056\u3044\u307e\u3059\uff01PixAI\u3067\u81ea\u5206\u3060\u3051\u306eLoRA\u3092\u4f5c\u308b\u305f\u3081\u306e\u77e5\u8b58\u304c\u3001\u3053\u308c\u3067\u4e00\u901a\u308a\u305d\u308d\u3044\u307e\u3057\u305f\u3002\u30aa\u30ea\u30ad\u30e3\u30e9\u306e\u751f\u6210\u3001\u597d\u304d\u306a\u753b\u98a8\u306e\u518d\u73fe\u3001\u7279\u5225\u306a\u30b3\u30f3\u30c6\u30f3\u30c4\u4f5c\u308a\u2014\u2014\u3069\u3093\u306a\u76ee\u7684\u3067\u3082\u3001\u3053\u3053\u307e\u3067\u306e\u30c6\u30af\u30cb\u30c3\u30af\u304c\u6210\u529f\u306e\u571f\u53f0\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u899a\u3048\u3066\u304a\u304d\u305f\u3044\u30dd\u30a4\u30f3\u30c8<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u8cea\u304cLoRA\u306e\u8cea\u3092\u6c7a\u3081\u308b\u2014\u2014\u6e96\u5099\u306b\u306f\u6642\u9593\u3092\u304b\u3051\u3066\u4e01\u5be7\u306b<\/li>\n\n\n\n<li>\u30d9\u30fc\u30b9\u30e2\u30c7\u30eb\u306e\u4e92\u63db\u6027\u306f\u3001\u6700\u9ad8\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306b\u4e0d\u53ef\u6b20<\/li>\n\n\n\n<li>\u30c8\u30ea\u30ac\u30fc\u30ef\u30fc\u30c9\u306f\u300c\u5909\u308f\u3089\u306a\u3044\u7279\u5fb4\u300d\u306b\u7d5e\u308a\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u67d4\u8edf\u6027\u3092\u78ba\u4fdd\u3059\u308b<\/li>\n\n\n\n<li>LoRA\u306e\u30bf\u30a4\u30d7\u3054\u3068\u306b\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u9055\u3063\u3066\u3082\u3001\u57fa\u672c\u539f\u5247\u306f\u5171\u901a<\/li>\n\n\n\n<li>\u8a66\u884c\u932f\u8aa4\u3068\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u304b\u3089\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3067\u3001\u7d99\u7d9a\u7684\u306b\u6539\u5584\u3057\u3066\u3044\u304f<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3055\u3042\u3001\u7d20\u6674\u3089\u3057\u3044LoRA\u3092\u4f5c\u308a\u307e\u3057\u3087\u3046\uff01PixAI\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306f\u3001\u3042\u306a\u305f\u304c\u751f\u307f\u51fa\u3059\u4f5c\u54c1\u3092\u697d\u3057\u307f\u306b\u3057\u3066\u3044\u307e\u3059\u3002\u697d\u3057\u3044LoRA\u5b66\u7fd2\u30e9\u30a4\u30d5\u3092\uff01<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u304a\u5f85\u305f\u305b\u3057\u307e\u3057\u305f\uff01\u591a\u304f\u306e\u65b9\u304b\u3089\u3054\u8981\u671b\u3092\u3044\u305f\u3060\u3044\u3066\u3044\u305f\u300cLoRA\u306e\u4f5c\u308a\u65b9\u300d\u3092\u3001\u3064\u3044\u306b\u5fb9\u5e95\u89e3\u8aac\u3057\u307e\u3059\u3002\u30aa\u30ea\u30b8\u30ca\u30eb\u30ad\u30e3\u30e9\u3092PixAI\u3067\u751f\u6210\u3057\u305f\u3044\u3001\u304a\u6c17\u306b\u5165\u308a\u306e\u753b\u98a8\u3092\u518d\u73fe\u3057\u305f\u3044\u3001\u7406\u60f3\u306e\u30e1\u30a4\u30c9\u670dLoRA\u3092\u4f5c\u308a\u305f\u3044\u2014\u2014\u305d\u3093\u306a\u9858\u3044\u3092\u53f6\u3048\u308b\u305f\u3081\u306e\u5b8c\u5168\u30ac\u30a4\u30c9\u3067\u3059\u3002 \u4eca\u56de\u306f\u3001\u96e3\u6613\u5ea6\u304c\u9ad8\u3044\u5206\u3084\u308a\u304c\u3044\u3082\u5927\u304d\u3044\u300c\u30ad\u30e3\u30e9LoRA\u300d\u3092\u30e1\u30a4\u30f3\u306b\u89e3\u8aac\u3002\u3053\u3053\u3092\u30de\u30b9\u30bf\u30fc\u3059\u308c\u3070\u3001\u4ed6\u306e\u30bf\u30a4\u30d7\u306f\u9a5a\u304f\u307b\u3069\u7c21\u5358\u306b\u306a\u308a\u307e\u3059\uff01 Part 1\uff1a\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u6e96\u5099\u2014\u2014\u6210\u529f\u306e\u30ab\u30ae\u306f\u3053\u3053\u306b\u3042\u308b\uff01 \u300c\u5b66\u7fd2\u30c7\u30fc\u30bf\u300d\u306fLoRA\u3068\u3044\u3046\u6599\u7406\u306e\u300c\u6750\u6599\u300d\u3067\u3059\u3002\u6750\u6599\u306e\u54c1\u8cea\u304c\u3001\u305d\u306e\u307e\u307e\u5b8c\u6210\u5ea6\u306b\u76f4\u7d50\u3057\u307e\u3059\u3002 \u3059\u3079\u3066\u306e\u753b\u50cf\u3067\u3001\u30ad\u30e3\u30e9\u306e\u300c\u3053\u308c\uff01\u300d\u3068\u3044\u3046\u7279\u5fb4\u304c\u306f\u3063\u304d\u308a\u5199\u3063\u3066\u3044\u308b\u304b\u78ba\u8a8d\u3057\u307e\u3057\u3087\u3046\u3002 \u5fc5\u9808\u306e\u8981\u7d20\uff1a \u907f\u3051\u305f\u3044\u753b\u50cf\u306e\u4f8b\uff1a \u9664\u53bb\u5bfe\u8c61\uff1a\u30c6\u30ad\u30b9\u30c8\u30fb\u5439\u304d\u51fa\u3057\u30fb\u900f\u304b\u3057\u30fbUI\u8981\u7d20 \u7406\u7531\uff1a\u30c6\u30ad\u30b9\u30c8\u5165\u308a\u753b\u50cf\u3067\u5b66\u7fd2\u3059\u308b\u3068\u3001\u751f\u6210\u6642\u306b\u8b0e\u306e\u6587\u5b57\u304c\u51fa\u73fe\u3059\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059 \u203b\u5b8c\u5168\u9664\u53bb\u304c\u96e3\u3057\u3044\u5834\u5408\u3001\u30cd\u30ac\u30c6\u30a3\u30d6\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u300cwatermark, text\u300d\u3092\u8ffd\u52a0\u3057\u307e\u3057\u3087\u3046\u3002\u305f\u3060\u3057\u4e8b\u524d\u9664\u53bb\u304c\u30d9\u30b9\u30c8\u3067\u3059 \u304a\u3059\u3059\u3081\u30c4\u30fc\u30eb\uff1a \u7406\u60f3\uff1a\u5168\u753b\u50cf\u306e\u30b5\u30a4\u30ba\u3092\u7d71\u4e00 Part 2\uff1a\u5b66\u7fd2\u8a2d\u5b9a \u2013 LoRA\u3092\u4f5c\u308d\u3046\uff01 \u540d\u524d\u3092\u3064\u3051\u3088\u3046 \u8aac\u660e\u7684\u3067\u691c\u7d22\u3055\u308c\u3084\u3059\u3044\u540d\u524d\u5f62\u5f0f\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002 \u4f8b\uff1a &#8216;Castorice | Honkai Star Rail (Haruka)&#8217; \u3053\u3046\u3057\u3066\u304a\u304f\u3068\u3001\u4ed6\u306e\u4eba\u306b\u3082\u898b\u3064\u3051\u3066\u3082\u3089\u3044\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3057\u3001\u3042\u306a\u305f\u306eLoRA\u304c\u4f7f\u308f\u308c\u308b\u305f\u3073\u306b\u30af\u30ec\u30b8\u30c3\u30c8\u306e\u5831\u916c\u3082\u7372\u5f97\u3067\u304d\u307e\u3059\u3002\u6700\u9ad8\u3058\u3083\u306a\u3044\u3067\u3059\u304b\uff01 2.1 \u30d9\u30fc\u30b9\u30e2\u30c7\u30eb\u306e\u9078\u629e\uff1a\u3053\u3053\u304c\u904b\u547d\u306e\u5206\u304b\u308c\u9053 \u3053\u308c\u306f\u3001LoRA\u4f5c\u6210\u306b\u304a\u3044\u3066\u6700\u3082\u91cd\u8981\u306a\u9078\u629e\u3068\u8a00\u3063\u3066\u3082\u904e\u8a00\u3067\u306f\u3042\u308a\u307e\u305b\u3093\uff01\u30d9\u30fc\u30b9\u30e2\u30c7\u30eb\u306f\u3001LoRA\u304c\u5b66\u7fd2\u3059\u308b\u300c\u571f\u53f0\u300d\u305d\u306e\u3082\u306e\u3067\u3059\u3002 \u57fa\u672c\u539f\u5247\uff1a\u4e92\u63db\u6027\u3092\u6700\u512a\u5148\u306b \u666e\u6bb5\u4f7f\u3063\u3066\u3044\u308b\u30d9\u30fc\u30b9\u30e2\u30c7\u30eb\u3067\u5b66\u7fd2\u3059\u308b\u306e\u304c\u30d9\u30b9\u30c8\u3002\u300cHaruka V2\u300d\u3067\u751f\u6210\u3057\u3066\u3044\u308b\u306a\u3089\u3001Haruka V2 \u3067\u5b66\u7fd2\u3057\u307e\u3057\u3087\u3046\u3002 PixAI\u306e\u30e2\u30c7\u30eb\u30d5\u30a1\u30df\u30ea\u30fc \u300cIllustrious\u300d\u30d5\u30a1\u30df\u30ea\u30fc\uff08SDXL\uff09\uff1a \u300cNoob\u300d\u30d5\u30a1\u30df\u30ea\u30fc\uff08SDXL\uff09\uff1a \u300cSD 1.5\u300d\u30e2\u30c7\u30eb\uff1a DiT LoRA\u306b\u3064\u3044\u3066\uff1a DiT LoRA Training Guide \u4e92\u63db\u6027\u78ba\u8a8d\u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8 \u5b66\u7fd2\u3092\u59cb\u3081\u308b\u524d\u306b\u3001\u5fc5\u305a\u78ba\u8a8d\u3057\u307e\u3057\u3087\u3046\uff1a 2.2 \u30c8\u30ea\u30ac\u30fc\u30ef\u30fc\u30c9\uff1a\u9b54\u6cd5\u306e\u546a\u6587 \u30c8\u30ea\u30ac\u30fc\u30ef\u30fc\u30c9\u306f\u3001LoRA\u306e\u771f\u306e\u529b\u3092\u5f15\u304d\u51fa\u3059\u300c\u5408\u8a00\u8449\u300d\u3067\u3059\u3002\u9078\u3073\u65b9\u6b21\u7b2c\u3067\u3001\u4f7f\u3044\u52dd\u624b\u304c\u5929\u3068\u5730\u307b\u3069\u5909\u308f\u308a\u307e\u3059\u3002 \u5909\u308f\u3089\u306a\u3044\u7279\u5fb4\u306b\u6ce8\u76ee \u542b\u3081\u308b\u3079\u304d\u3082\u306e\uff1a \u542b\u3081\u306a\u3044\u307b\u3046\u304c\u3044\u3044\u3082\u306e\uff1a 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