{"id":51163,"date":"2026-10-11T09:36:24","date_gmt":"2026-10-11T00:36:24","guid":{"rendered":"https:\/\/genai-ai.co.jp\/ai-kanri\/?p=51163"},"modified":"2026-10-11T09:36:24","modified_gmt":"2026-10-11T00:36:24","slug":"cc-lora-basics-4","status":"publish","type":"post","link":"https:\/\/genai-ai.co.jp\/ai-kanri\/blog\/cc-lora-basics-4\/","title":{"rendered":"\u30102026\u5e7410\u6708\u6700\u65b0\u3011LoRA\u3068\u306f\uff1f\u4ed5\u7d44\u307f\u3092\u3084\u3055\u3057\u304f\u89e3\u8aac\uff5cAI\u306b\u300c\u4f1a\u793e\u3089\u3057\u3055\u300d\u3092\u899a\u3048\u3055\u305b\u308b\u8ffd\u52a0\u5b66\u7fd2\u306e\u8003\u3048\u65b9\u3068\u696d\u52d9\u6d3b\u7528\u306e\u6ce8\u610f\u70b9"},"content":{"rendered":"\n<style>\n.g-flow-row{display:flex;gap:8px;justify-content:center;flex-wrap:wrap;align-items:center;}\n.g-flow-item{background:linear-gradient(135deg,#1a1a1a,#2a1015);color:#fff;border-radius:8px;padding:16px 14px;min-width:130px;flex:1;text-align:center;}\n.g-flow-arrow{color:#dc2626;font-size:20px;font-weight:700;}\n.g-card-row{display:flex;gap:12px;flex-wrap:wrap;margin:0 0 32px;}\n.g-card-row>div{flex:1;min-width:220px;}\n@media(max-width:600px){\n  .g-flow-row{flex-direction:column;}\n  .g-flow-arrow{transform:rotate(90deg);}\n  .g-card-row{flex-direction:column;}\n  .g-card-row>div{min-width:100%;}\n}\n<\/style>\n\n\n\n<div style=\"margin:0 0 32px;\">\n  <img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/10\/thumb-cc-lora-basics-3.jpg\" alt=\"\u30102026\u5e7410\u6708\u6700\u65b0\u3011LoRA\u3068\u306f\uff1f\u4ed5\u7d44\u307f\u3092\u3084\u3055\u3057\u304f\u89e3\u8aac\uff5cAI\u306b\u300c\u4f1a\u793e\u3089\u3057\u3055\u300d\u3092\u899a\u3048\u3055\u305b\u308b\u8ffd\u52a0\u5b66\u7fd2\u306e\u8003\u3048\u65b9\u3068\u696d\u52d9\u6d3b\u7528\u306e\u6ce8\u610f\u70b9\" style=\"width:100%;height:auto;border-radius:12px;display:block;\">\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u753b\u50cf\u751f\u6210AI\u3084\u30a4\u30e9\u30b9\u30c8\u5236\u4f5c\u306e\u5206\u91ce\u3067\u300cLoRA\uff08\u30ed\u30fc\u30e9\uff09\u300d\u3068\u3044\u3046\u8a00\u8449\u3092\u898b\u304b\u3051\u305f\u3053\u3068\u306f\u3042\u308b\u3067\u3057\u3087\u3046\u304b\u3002\u300c\u540c\u3058\u30ad\u30e3\u30e9\u30af\u30bf\u30fc\u3092\u4f55\u5ea6\u3082\u5b89\u5b9a\u3057\u3066\u63cf\u3051\u308b\u300d\u300c\u81ea\u793e\u306e\u30ed\u30b4\u98a8\u30c7\u30b6\u30a4\u30f3\u3092\u91cf\u7523\u3067\u304d\u308b\u300d\u3068\u3044\u3063\u305f\u6d3b\u7528\u4e8b\u4f8b\u306e\u88cf\u5074\u306b\u306f\u3001\u3053\u306e<strong>LoRA<\/strong>\u3068\u3044\u3046\u8ffd\u52a0\u5b66\u7fd2\u306e\u4ed5\u7d44\u307f\u304c\u4f7f\u308f\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">LoRA\u306f\u5c02\u9580\u7684\u306a\u97ff\u304d\u306e\u8a00\u8449\u3067\u3059\u304c\u3001\u8003\u3048\u65b9\u81ea\u4f53\u306f\u30b7\u30f3\u30d7\u30eb\u3067\u3059\u3002<strong>AI\u30e2\u30c7\u30eb\u3092\u4e38\u3054\u3068\u4f5c\u308a\u76f4\u3059\u306e\u3067\u306f\u306a\u304f\u3001\u300c\u7279\u5b9a\u306e\u30af\u30bb\u30fb\u30b9\u30bf\u30a4\u30eb\u3092\u899a\u3048\u3055\u305b\u308b\u5c0f\u3055\u306a\u8ffd\u52a0\u30d1\u30fc\u30c4\u300d\u3060\u3051\u3092\u52b9\u7387\u7684\u306b\u5b66\u7fd2\u3055\u305b\u308b<\/strong>\u624b\u6cd5\u3067\u3059\u3002\u3053\u306e\u767a\u60f3\u306f\u3001\u753b\u50cf\u751f\u6210AI\u3060\u3051\u3067\u306a\u304f\u3001AI\u6d3b\u7528\u5168\u822c\u3092\u8003\u3048\u308b\u3046\u3048\u3067\u3082\u5f79\u7acb\u3064\u8996\u70b9\u3092\u542b\u3093\u3067\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001LoRA\u306e\u4ed5\u7d44\u307f\u3092\u5c02\u9580\u7528\u8a9e\u3092\u907f\u3051\u306a\u304c\u3089\u6574\u7406\u3057\u3001\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3068\u306e\u9055\u3044\u3001\u30d3\u30b8\u30cd\u30b9\u3067\u306e\u6d3b\u7528\u4e8b\u4f8b\u3001\u8457\u4f5c\u6a29\u9762\u306e\u6ce8\u610f\u70b9\u307e\u3067\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002\u3055\u3089\u306b\u3001<strong>\u5f0a\u793e\uff08\u682a\u5f0f\u4f1a\u793eGENAI\uff09\u304cClaude Code\u3092\u4f7f\u3063\u3066\u300c\u4f1a\u793e\u3089\u3057\u3055\u300d\u3092\u4fdd\u3064\u305f\u3081\u306b\u5b9f\u8df5\u3057\u3066\u3044\u308b\u8003\u3048\u65b9<\/strong>\u3082\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"balloon-wrap\">\n  <div class=\"balloon-icon\">\n    <img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/04\/ceo-sugasawa.jpg\" alt=\"\u4ee3\u8868\u83c5\u6fa4\">\n    <span class=\"balloon-name\">\u4ee3\u8868\u83c5\u6fa4<\/span>\n  <\/div>\n  <div class=\"balloon-body\">LoRA\u3068\u3044\u3046\u8a00\u8449\u81ea\u4f53\u306f\u753b\u50cf\u751f\u6210AI\u306e\u5c02\u9580\u7528\u8a9e\u3067\u3059\u304c\u3001\u300cAI\u306b\u4f1a\u793e\u3089\u3057\u3055\u30fb\u500b\u6027\u3092\u899a\u3048\u3055\u305b\u308b\u300d\u3068\u3044\u3046\u767a\u60f3\u306f\u3001\u753b\u50cf\u306b\u9650\u3089\u305a\u6587\u7ae0\u751f\u6210\u3084\u696d\u52d9AI\u5168\u822c\u306b\u901a\u3058\u308b\u91cd\u8981\u306a\u8003\u3048\u65b9\u3067\u3059\u3002\u4eca\u65e5\u306f\u305d\u306e\u672c\u8cea\u7684\u306a\u90e8\u5206\u3092\u4e00\u7dd2\u306b\u6574\u7406\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/div>\n<\/div>\n\n\n\n<div class=\"balloon-wrap is-right\">\n  <div class=\"balloon-icon\">\n    <img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/04\/yamazaki-avatar.png\" alt=\"AI\u9b3c\u7ba1\u7406\u5c71\u5d0e\">\n    <span class=\"balloon-name\">AI\u9b3c\u7ba1\u7406\u5c71\u5d0e<\/span>\n  <\/div>\n  <div class=\"balloon-body\">LoRA\u306e\u6280\u8853\u7684\u306a\u5b9f\u88c5\u624b\u9806\uff08\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3084\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\uff09\u306f\u5c02\u9580\u7684\u306b\u306a\u308a\u3059\u304e\u308b\u305f\u3081\u3001\u3053\u306e\u8a18\u4e8b\u3067\u306f\u89e6\u308c\u307e\u305b\u3093\u3002\u300c\u4ed5\u7d44\u307f\u306e\u8003\u3048\u65b9\u300d\u3068\u300c\u30d3\u30b8\u30cd\u30b9\u3067\u3069\u3046\u5224\u65ad\u3059\u3079\u304d\u304b\u300d\u306b\u7d5e\u3063\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u8a18\u4e8b\u3092\u6700\u5f8c\u307e\u3067\u8aad\u3080\u3068\u3001\u6b21\u306e6\u3064\u304c\u660e\u78ba\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"background:#fafafa;border-radius:8px;padding:16px 20px;margin:16px 0;border-left:4px solid #dc2626;\">\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span><strong>LoRA\u3068\u306f\u4f55\u304b<\/strong>\u3092\u3001\u5c02\u9580\u7528\u8a9e\u3092\u4f7f\u308f\u305a\u306b\u7406\u89e3\u3067\u304d\u308b<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span><strong>\u30d5\u30eb\u3067\u5b66\u7fd2\u3057\u76f4\u3059\u65b9\u6cd5\uff08\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\uff09<\/strong>\u3068\u6bd4\u3079\u3066\u3001LoRA\u304c\u52b9\u7387\u7684\u306a\u7406\u7531<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span><strong>LoRA\u3068Checkpoint<\/strong>\u3068\u3044\u3046\u4f3c\u305f\u7528\u8a9e\u306e\u9055\u3044<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span><strong>\u30d3\u30b8\u30cd\u30b9\u3067LoRA\u304c\u6d3b\u7528\u3055\u308c\u308b\u5177\u4f53\u7684\u306a\u5834\u9762<\/strong>\uff08EC\u5546\u54c1\u753b\u50cf\u30fb\u30b2\u30fc\u30e0\u30fb\u5e83\u544a\u30d0\u30ca\u30fc\u306a\u3069\uff09<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span><strong>\u8457\u4f5c\u6a29\u30fb\u30e9\u30a4\u30bb\u30f3\u30b9\u9762\u3067\u78ba\u8a8d\u3059\u3079\u304d\u6ce8\u610f\u70b9<\/strong><\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span><strong>Claude Code\u3067\u300c\u4f1a\u793e\u3089\u3057\u3055\u300d\u3092\u4fdd\u3064\u305f\u3081\u306e\u3001GENAI\u5b9f\u8df5\u306e\u8003\u3048\u65b9<\/strong><\/span><\/div>\n\n<\/div>\n\n\n<div style=\"margin:48px 0 8px;display:flex;gap:12px;justify-content:center;flex-wrap:wrap;\"><a href=\"https:\/\/aikanri.genai-ai.co.jp\/aibpo\/makase\/blog\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_content=cc-lora-basics-4&#038;blog_slug=cc-lora-basics-4&#038;blog_title=%E3%80%902026%E5%B9%B410%E6%9C%88%E6%9C%80%E6%96%B0%E3%80%91LoRA%E3%81%A8%E3%81%AF%EF%BC%9F%E4%BB%95%E7%B5%84%E3%81%BF%E3%82%92%E3%82%84%E3%81%95%E3%81%97%E3%81%8F%E8%A7%A3%E8%AA%AC%EF%BD%9CAI%E3%81%AB%E3%80%8C%E4%BC%9A%E7%A4%BE%E3%82%89%E3%81%97%E3%81%95%E3%80%8D%E3%82%92%E8%A6%9A%E3%81%88%E3%81%95%E3%81%9B%E3%82%8B%E8%BF%BD%E5%8A%A0%E5%AD%A6%E7%BF%92%E3%81%AE%E8%80%83%E3%81%88%E6%96%B9%E3%81%A8%E6%A5%AD%E5%8B%99%E6%B4%BB%E7%94%A8%E3%81%AE%E6%B3%A8%E6%84%8F%E7%82%B9&#038;blog_url=https%3A%2F%2Fgenai-ai.co.jp%2Fai-kanri%2Fblog%2Fcc-lora-basics-4%2F&#038;utm_campaign=aibpo_makase\" target=\"_blank\" rel=\"noopener\" aria-label=\"AI\u793e\u54e1AIKATA\uff08\u670830\u4e07\u5186\u3067\u696d\u52d9\u307e\u304b\u305b\u653e\u984c\uff09\u306e\u7121\u6599\u76f8\u8ac7 \u4e88\u7d04\u30da\u30fc\u30b8\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/09\/cta_blog_makase_20260904.jpg\" alt=\"AI\u793e\u54e1AIKATA\uff5c\u670830\u4e07\u5186\u306e\u5b9a\u984d\u3067\u5fa1\u793e\u306e\u696d\u52d9\u3092\u307e\u308b\u3054\u3068\u5dfb\u304d\u53d6\u308a\u307e\u3059\uff08\u7121\u6599\u76f8\u8ac760\u5206\uff09\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><a href=\"https:\/\/aikanri.genai-ai.co.jp\/koteihi-line\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_content=cc-lora-basics-4&#038;blog_slug=cc-lora-basics-4&#038;blog_title=%E3%80%902026%E5%B9%B410%E6%9C%88%E6%9C%80%E6%96%B0%E3%80%91LoRA%E3%81%A8%E3%81%AF%EF%BC%9F%E4%BB%95%E7%B5%84%E3%81%BF%E3%82%92%E3%82%84%E3%81%95%E3%81%97%E3%81%8F%E8%A7%A3%E8%AA%AC%EF%BD%9CAI%E3%81%AB%E3%80%8C%E4%BC%9A%E7%A4%BE%E3%82%89%E3%81%97%E3%81%95%E3%80%8D%E3%82%92%E8%A6%9A%E3%81%88%E3%81%95%E3%81%9B%E3%82%8B%E8%BF%BD%E5%8A%A0%E5%AD%A6%E7%BF%92%E3%81%AE%E8%80%83%E3%81%88%E6%96%B9%E3%81%A8%E6%A5%AD%E5%8B%99%E6%B4%BB%E7%94%A8%E3%81%AE%E6%B3%A8%E6%84%8F%E7%82%B9&#038;blog_url=https%3A%2F%2Fgenai-ai.co.jp%2Fai-kanri%2Fblog%2Fcc-lora-basics-4%2F&#038;utm_campaign=koteihi_shindan\" target=\"_blank\" rel=\"noopener\" aria-label=\"\u516c\u5f0fLINE\u306e\u56fa\u5b9a\u8cbb\u524a\u6e1b\u8a3a\u65ad\uff08\u7121\u6599\u30fb\u7d041\u5206\uff09\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/09\/cta_blog_koteihi_line.jpg\" alt=\"\u5fa1\u793e\u304c\u6e1b\u3089\u305b\u308b\u56fa\u5b9a\u8cbb\u306f\u6708\u3044\u304f\u3089\u304b\uff5c\u516c\u5f0fLINE\u3067\u8cea\u554f\u306b\u7b54\u3048\u308b\u3060\u3051\uff08\u7121\u6599\u30fb\u7d041\u5206\uff09\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><\/div>\n\n\n<div id=\"sec-01\"><\/div>\n<h2 class=\"section-header-img\" style=\"margin:32px 0 24px;border-radius:8px;overflow:hidden;background:linear-gradient(135deg,#1a1a1a 0%,#2a1015 100%);padding:32px 28px;color:#fff;position:relative;border:none;border-left:none;text-align:left;\">\n  <span class=\"section-number\" style=\"display:block;\">01<\/span>\n  <span class=\"section-label\" style=\"display:block;\">WHAT IS LORA<\/span>\n  <span class=\"section-title\" style=\"display:block;\">LoRA\u3068\u306f<\/span>\n  <span class=\"section-desc\">AI\u30e2\u30c7\u30eb\u3092\u4f5c\u308a\u76f4\u3055\u305a\u306b\u3001\u4e00\u90e8\u3060\u3051\u3092\u52b9\u7387\u7684\u306b\u8ffd\u52a0\u5b66\u7fd2\u3059\u308b\u624b\u6cd5<\/span>\n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">LoRA\uff08Low-Rank Adaptation\uff09\u306f\u3001\u65e2\u306b\u5b66\u7fd2\u6e08\u307f\u306e\u5927\u304d\u306aAI\u30e2\u30c7\u30eb\u306b\u5bfe\u3057\u3066\u3001<strong>\u305d\u306e\u4e00\u90e8\u5206\u3060\u3051\u3092\u52b9\u7387\u7684\u306b\u8ffd\u52a0\u5b66\u7fd2\u3055\u305b\u308b<\/strong>\u624b\u6cd5\u3067\u3059\u3002\u753b\u50cf\u751f\u6210AI\uff08Stable Diffusion\u306a\u3069\uff09\u306e\u5206\u91ce\u3067\u5e83\u304f\u4f7f\u308f\u308c\u3066\u304a\u308a\u3001\u300c\u7279\u5b9a\u306e\u30ad\u30e3\u30e9\u30af\u30bf\u30fc\u306e\u30a4\u30e9\u30b9\u30c8\u3092\u5b89\u5b9a\u3057\u3066\u751f\u6210\u3057\u305f\u3044\u300d\u300c\u81ea\u793e\u306e\u30d6\u30e9\u30f3\u30c9\u30a4\u30e1\u30fc\u30b8\u306b\u5408\u3063\u305f\u30b9\u30bf\u30a4\u30eb\u3067\u753b\u50cf\u3092\u4f5c\u308a\u305f\u3044\u300d\u3068\u3044\u3063\u305f\u30cb\u30fc\u30ba\u306b\u5fdc\u3048\u308b\u6280\u8853\u3068\u3057\u3066\u77e5\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"background:#f8f9fa;border-left:4px solid #6b7280;border-radius:0 8px 8px 0;padding:16px 20px;margin:20px 0;\">\n  <p style=\"margin:0 0 4px;font-size:13px;font-weight:700;color:#6b7280;letter-spacing:1px;\">&#128218; \u7528\u8a9e\u89e3\u8aac<\/p>\n  <p style=\"margin:0;font-size:15px;line-height:1.7;\"><strong>\u30d1\u30e9\u30e1\u30fc\u30bf<\/strong>\uff1aAI\u30e2\u30c7\u30eb\u306e\u5185\u90e8\u306b\u3042\u308b\u3001\u5b66\u7fd2\u306b\u3088\u3063\u3066\u8abf\u6574\u3055\u308c\u308b\u6570\u5024\u306e\u3053\u3068\u3002\u753b\u50cf\u751f\u6210AI\u3084\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u306f\u3001\u6570\u5341\u5104\u301c\u6570\u767e\u5104\u500b\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u6301\u3061\u3001\u3053\u308c\u3089\u306e\u6570\u5024\u306e\u7d44\u307f\u5408\u308f\u305b\u306b\u3088\u3063\u3066\u51fa\u529b\u304c\u6c7a\u307e\u308a\u307e\u3059\u3002\u30d1\u30e9\u30e1\u30fc\u30bf\u304c\u591a\u3044\u307b\u3069\u30e2\u30c7\u30eb\u306f\u8907\u96d1\u306a\u8868\u73fe\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u304c\u3001\u5b66\u7fd2\u306b\u5fc5\u8981\u306a\u8a08\u7b97\u91cf\u3082\u5897\u3048\u307e\u3059\u3002<\/p>\n<\/div>\n\n\n\n<div style=\"background:#f8f9fa;border-left:4px solid #6b7280;border-radius:0 8px 8px 0;padding:16px 20px;margin:20px 0;\">\n  <p style=\"margin:0 0 4px;font-size:13px;font-weight:700;color:#6b7280;letter-spacing:1px;\">&#128218; \u7528\u8a9e\u89e3\u8aac<\/p>\n  <p style=\"margin:0;font-size:15px;line-height:1.7;\"><strong>\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0<\/strong>\uff1a\u65e2\u5b58\u306e\u5b66\u7fd2\u6e08\u307fAI\u30e2\u30c7\u30eb\u306b\u5bfe\u3057\u3066\u3001\u8ffd\u52a0\u306e\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u3066\u518d\u5b66\u7fd2\u3092\u884c\u3044\u3001\u7279\u5b9a\u306e\u76ee\u7684\u306b\u9069\u5fdc\u3055\u305b\u308b\u624b\u6cd5\u306e\u3053\u3068\u3002\u30e2\u30c7\u30eb\u5168\u4f53\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u8abf\u6574\u3059\u308b\u305f\u3081\u3001\u9ad8\u3044\u7cbe\u5ea6\u304c\u671f\u5f85\u3067\u304d\u308b\u4e00\u65b9\u3001\u8a08\u7b97\u30b3\u30b9\u30c8\u30fb\u6642\u9593\u30fb\u30c7\u30fc\u30bf\u91cf\u304c\u5927\u304d\u304f\u306a\u308a\u3084\u3059\u3044\u3068\u3044\u3046\u7279\u5fb4\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">1-1. \u300c\u30a8\u30f3\u30b8\u30f3\u3092\u7dcf\u5165\u308c\u66ff\u3048\u3059\u308b\u300d\u304b\u300c\u5f8c\u4ed8\u3051\u30d1\u30fc\u30c4\u3092\u8ffd\u52a0\u3059\u308b\u300d\u304b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">LoRA\u306e\u8003\u3048\u65b9\u3092\u7406\u89e3\u3059\u308b\u6700\u3082\u5206\u304b\u308a\u3084\u3059\u3044\u6bd4\u55a9\u306f\u3001<strong>\u81ea\u52d5\u8eca\u306e\u30a8\u30f3\u30b8\u30f3\u306e\u8a71<\/strong>\u3067\u3059\u3002\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\uff08\u30e2\u30c7\u30eb\u5168\u4f53\u306e\u518d\u5b66\u7fd2\uff09\u306f\u3001\u65e2\u5b58\u306e\u30a8\u30f3\u30b8\u30f3\u3092\u5206\u89e3\u3057\u3066\u3001\u5185\u90e8\u306e\u30d1\u30fc\u30c4\u3059\u3079\u3066\u3092\u65b0\u3057\u304f\u8abf\u6574\u3057\u76f4\u3059\u3088\u3046\u306a\u30a4\u30e1\u30fc\u30b8\u3067\u3059\u3002\u6027\u80fd\u306f\u9ad8\u304f\u306a\u308a\u307e\u3059\u304c\u3001\u6642\u9593\u3082\u30b3\u30b9\u30c8\u3082\u304b\u304b\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u65b9LoRA\u306f\u3001<strong>\u30a8\u30f3\u30b8\u30f3\u672c\u4f53\u306b\u306f\u624b\u3092\u52a0\u3048\u305a\u3001\u5916\u4ed8\u3051\u306e\u5c0f\u3055\u306a\u30d1\u30fc\u30c4\uff08\u30a2\u30c0\u30d7\u30bf\u30fc\uff09\u3060\u3051\u3092\u8ffd\u52a0\u3059\u308b<\/strong>\u30a4\u30e1\u30fc\u30b8\u3067\u3059\u3002\u30a8\u30f3\u30b8\u30f3\u5168\u4f53\u3092\u4f5c\u308a\u76f4\u3059\u308f\u3051\u3067\u306f\u306a\u3044\u306e\u3067\u3001\u5b66\u7fd2\u306b\u304b\u304b\u308b\u6642\u9593\u3082\u3001\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u91cf\u3082\u3001\u5143\u306e\u30e2\u30c7\u30eb\u3092\u6271\u3046\u305f\u3081\u306e\u8a08\u7b97\u8cc7\u6e90\u3082\u5927\u5e45\u306b\u5c11\u306a\u304f\u6e08\u307f\u307e\u3059\u3002\u305d\u308c\u3067\u3044\u3066\u3001\u300c\u3053\u306e\u30d1\u30fc\u30c4\u3092\u4ed8\u3051\u305f\u6642\u3060\u3051\u3001\u7279\u5b9a\u306e\u30af\u30bb\u30fb\u30b9\u30bf\u30a4\u30eb\u304c\u8868\u73fe\u3055\u308c\u308b\u300d\u3068\u3044\u3046\u72d9\u3063\u305f\u52b9\u679c\u3092\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<table>\n<thead><tr><th>\u6bd4\u8f03\u9805\u76ee<\/th><th>\u30d5\u30eb\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0<\/th><th>LoRA<\/th><\/tr><\/thead>\n<tbody>\n<tr><td>\u8abf\u6574\u3059\u308b\u7bc4\u56f2<\/td><td>\u30e2\u30c7\u30eb\u5168\u4f53\u306e\u30d1\u30e9\u30e1\u30fc\u30bf<\/td><td>\u30e2\u30c7\u30eb\u306e\u4e00\u90e8\u306b\u8ffd\u52a0\u3057\u305f\u5c0f\u3055\u306a\u30d1\u30fc\u30c4\u306e\u307f<\/td><\/tr>\n<tr><td>\u5fc5\u8981\u306a\u5b66\u7fd2\u30c7\u30fc\u30bf\u91cf<\/td><td>\u591a\u3044\uff08\u6570\u5343\u301c\u6570\u4e07\u4ef6\u898f\u6a21\u304c\u5fc5\u8981\u306a\u5834\u5408\u3082\uff09<\/td><td>\u5c11\u306a\u3044\uff08\u6570\u5341\u301c\u6570\u767e\u4ef6\u7a0b\u5ea6\u3067\u6e08\u3080\u30b1\u30fc\u30b9\u3082\u3042\u308b\uff09<\/td><\/tr>\n<tr><td>\u5b66\u7fd2\u306b\u304b\u304b\u308b\u6642\u9593\u306e\u76ee\u5b89<\/td><td>\u9577\u3044\uff08\u5834\u5408\u306b\u3088\u3063\u3066\u6570\u65e5\u898f\u6a21\uff09<\/td><td>\u77ed\u3044\uff08\u6570\u6642\u9593\u301c1\u65e5\u7a0b\u5ea6\u306e\u30b1\u30fc\u30b9\u304c\u591a\u3044\u3068\u3055\u308c\u308b\uff09<\/td><\/tr>\n<tr><td>\u5fc5\u8981\u306a\u8a08\u7b97\u8cc7\u6e90<\/td><td>\u5927\u304d\u3044<\/td><td>\u30d5\u30eb\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306b\u6bd4\u3079\u3066\u5c0f\u3055\u3044<\/td><\/tr>\n<tr><td>\u5143\u306e\u30e2\u30c7\u30eb\u3078\u306e\u5f71\u97ff<\/td><td>\u30e2\u30c7\u30eb\u672c\u4f53\u304c\u66f8\u304d\u63db\u308f\u308b<\/td><td>\u5143\u306e\u30e2\u30c7\u30eb\u672c\u4f53\u306f\u5909\u66f4\u305b\u305a\u3001\u30d1\u30fc\u30c4\u306e\u7740\u8131\u3067\u4f7f\u3044\u5206\u3051\u3089\u308c\u308b<\/td><\/tr>\n<\/tbody>\n<\/table>\n\n\n\n<div class=\"balloon-wrap is-right\">\n  <div class=\"balloon-icon\">\n    <img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/04\/yamazaki-avatar.png\" alt=\"AI\u9b3c\u7ba1\u7406\u5c71\u5d0e\">\n    <span class=\"balloon-name\">AI\u9b3c\u7ba1\u7406\u5c71\u5d0e<\/span>\n  <\/div>\n  <div class=\"balloon-body\">LoRA\u306e\u6700\u5927\u306e\u5229\u70b9\u306f\u300c\u5143\u306e\u30e2\u30c7\u30eb\u3092\u58ca\u3055\u305a\u306b\u6e08\u3080\u300d\u3053\u3068\u3067\u3059\u3002\u30d1\u30fc\u30c4\uff08LoRA\u30d5\u30a1\u30a4\u30eb\uff09\u3092\u53d6\u308a\u66ff\u3048\u308b\u3060\u3051\u3067\u3001\u540c\u3058\u5143\u30e2\u30c7\u30eb\u304b\u3089\u8907\u6570\u306e\u30b9\u30bf\u30a4\u30eb\u3092\u4f7f\u3044\u5206\u3051\u3089\u308c\u308b\u3068\u3044\u3046\u67d4\u8edf\u6027\u3082\u3001\u30d3\u30b8\u30cd\u30b9\u6d3b\u7528\u306e\u89b3\u70b9\u3067\u306f\u5927\u304d\u306a\u9b45\u529b\u3067\u3059\u3002<\/div>\n<\/div>\n\n\n\n<div class=\"balloon-wrap\">\n  <div class=\"balloon-icon\">\n    <img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/04\/ceo-sugasawa.jpg\" alt=\"\u4ee3\u8868\u83c5\u6fa4\">\n    <span class=\"balloon-name\">\u4ee3\u8868\u83c5\u6fa4<\/span>\n  <\/div>\n  <div class=\"balloon-body\">\u300cAI\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3059\u308b\u300d\u3068\u805e\u304f\u3068\u3001\u83ab\u5927\u306a\u30b3\u30b9\u30c8\u304c\u304b\u304b\u308b\u5927\u639b\u304b\u308a\u306a\u4f5c\u696d\u3092\u60f3\u50cf\u3057\u304c\u3061\u3067\u3059\u304c\u3001LoRA\u306e\u3088\u3046\u306a\u624b\u6cd5\u3092\u77e5\u3063\u3066\u304a\u304f\u3068\u3001\u3082\u3063\u3068\u624b\u8efd\u306b\u300c\u81ea\u793e\u3089\u3057\u3055\u300d\u3092\u53cd\u6620\u3055\u305b\u308b\u9078\u629e\u80a2\u304c\u3042\u308b\u3053\u3068\u304c\u5206\u304b\u308a\u307e\u3059\u3002<\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u300c\u5c0f\u3055\u306a\u30d1\u30fc\u30c4\u3067\u5927\u304d\u306a\u52b9\u679c\u3092\u5f97\u308b\u300d\u3068\u3044\u3046\u767a\u60f3\u306f\u3001\u6280\u8853\u7528\u8a9e\u3068\u3057\u3066\u306f\u300c\u4f4e\u30e9\u30f3\u30af\u8fd1\u4f3c\u300d\u3068\u3044\u3046\u8003\u3048\u65b9\u306b\u57fa\u3065\u3044\u3066\u3044\u307e\u3059\u3002\u5de8\u5927\u306a\u884c\u5217\uff08\u6570\u5024\u306e\u8868\uff09\u3092\u6271\u3046\u969b\u3001\u5b9f\u306f\u672c\u8cea\u7684\u306a\u60c5\u5831\u306f\u3082\u3063\u3068\u5c0f\u3055\u306a\u884c\u5217\u3067\u8fd1\u4f3c\u7684\u306b\u8868\u73fe\u3067\u304d\u308b\u3001\u3068\u3044\u3046\u6570\u5b66\u7684\u306a\u6027\u8cea\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u306e\u3067\u3059\u3002\u6570\u5f0f\u306e\u8a73\u7d30\u3092\u7406\u89e3\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u300c\u672c\u8cea\u7684\u306a\u90e8\u5206\u306f\u610f\u5916\u3068\u5c0f\u3055\u3044\u300d\u3068\u3044\u3046\u767a\u60f3\u81ea\u4f53\u306f\u3001\u696d\u52d9\u6539\u5584\u3092\u8003\u3048\u308b\u969b\u306b\u3082\u5fdc\u7528\u3067\u304d\u308b\u8996\u70b9\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001\u3042\u308b\u696d\u52d9\u30d7\u30ed\u30bb\u30b9\u5168\u4f53\u3092\u898b\u76f4\u3059\u969b\u3082\u3001\u5b9f\u306f\u5f71\u97ff\u306e\u5927\u304d\u3044\u4e00\u90e8\u306e\u5de5\u7a0b\u3060\u3051\u3092\u6539\u5584\u3059\u308c\u3070\u3001\u5168\u4f53\u306e\u52b9\u679c\u306e\u5927\u90e8\u5206\u3092\u5f97\u3089\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n<div style=\"margin:48px 0 8px;display:flex;gap:12px;justify-content:center;flex-wrap:wrap;\"><a href=\"https:\/\/aikanri.genai-ai.co.jp\/aibpo\/makase\/blog\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_content=cc-lora-basics-4&#038;blog_slug=cc-lora-basics-4&#038;blog_title=%E3%80%902026%E5%B9%B410%E6%9C%88%E6%9C%80%E6%96%B0%E3%80%91LoRA%E3%81%A8%E3%81%AF%EF%BC%9F%E4%BB%95%E7%B5%84%E3%81%BF%E3%82%92%E3%82%84%E3%81%95%E3%81%97%E3%81%8F%E8%A7%A3%E8%AA%AC%EF%BD%9CAI%E3%81%AB%E3%80%8C%E4%BC%9A%E7%A4%BE%E3%82%89%E3%81%97%E3%81%95%E3%80%8D%E3%82%92%E8%A6%9A%E3%81%88%E3%81%95%E3%81%9B%E3%82%8B%E8%BF%BD%E5%8A%A0%E5%AD%A6%E7%BF%92%E3%81%AE%E8%80%83%E3%81%88%E6%96%B9%E3%81%A8%E6%A5%AD%E5%8B%99%E6%B4%BB%E7%94%A8%E3%81%AE%E6%B3%A8%E6%84%8F%E7%82%B9&#038;blog_url=https%3A%2F%2Fgenai-ai.co.jp%2Fai-kanri%2Fblog%2Fcc-lora-basics-4%2F&#038;utm_campaign=aibpo_makase\" target=\"_blank\" rel=\"noopener\" aria-label=\"AI\u793e\u54e1AIKATA\uff08\u670830\u4e07\u5186\u3067\u696d\u52d9\u307e\u304b\u305b\u653e\u984c\uff09\u306e\u7121\u6599\u76f8\u8ac7 \u4e88\u7d04\u30da\u30fc\u30b8\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/09\/cta_blog_makase_20260904.jpg\" alt=\"AI\u793e\u54e1AIKATA\uff5c\u670830\u4e07\u5186\u306e\u5b9a\u984d\u3067\u5fa1\u793e\u306e\u696d\u52d9\u3092\u307e\u308b\u3054\u3068\u5dfb\u304d\u53d6\u308a\u307e\u3059\uff08\u7121\u6599\u76f8\u8ac760\u5206\uff09\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><a href=\"https:\/\/aikanri.genai-ai.co.jp\/koteihi-line\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_content=cc-lora-basics-4&#038;blog_slug=cc-lora-basics-4&#038;blog_title=%E3%80%902026%E5%B9%B410%E6%9C%88%E6%9C%80%E6%96%B0%E3%80%91LoRA%E3%81%A8%E3%81%AF%EF%BC%9F%E4%BB%95%E7%B5%84%E3%81%BF%E3%82%92%E3%82%84%E3%81%95%E3%81%97%E3%81%8F%E8%A7%A3%E8%AA%AC%EF%BD%9CAI%E3%81%AB%E3%80%8C%E4%BC%9A%E7%A4%BE%E3%82%89%E3%81%97%E3%81%95%E3%80%8D%E3%82%92%E8%A6%9A%E3%81%88%E3%81%95%E3%81%9B%E3%82%8B%E8%BF%BD%E5%8A%A0%E5%AD%A6%E7%BF%92%E3%81%AE%E8%80%83%E3%81%88%E6%96%B9%E3%81%A8%E6%A5%AD%E5%8B%99%E6%B4%BB%E7%94%A8%E3%81%AE%E6%B3%A8%E6%84%8F%E7%82%B9&#038;blog_url=https%3A%2F%2Fgenai-ai.co.jp%2Fai-kanri%2Fblog%2Fcc-lora-basics-4%2F&#038;utm_campaign=koteihi_shindan\" target=\"_blank\" rel=\"noopener\" aria-label=\"\u516c\u5f0fLINE\u306e\u56fa\u5b9a\u8cbb\u524a\u6e1b\u8a3a\u65ad\uff08\u7121\u6599\u30fb\u7d041\u5206\uff09\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/09\/cta_blog_koteihi_line.jpg\" alt=\"\u5fa1\u793e\u304c\u6e1b\u3089\u305b\u308b\u56fa\u5b9a\u8cbb\u306f\u6708\u3044\u304f\u3089\u304b\uff5c\u516c\u5f0fLINE\u3067\u8cea\u554f\u306b\u7b54\u3048\u308b\u3060\u3051\uff08\u7121\u6599\u30fb\u7d041\u5206\uff09\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><\/div>\n\n\n<div id=\"sec-02\"><\/div>\n<h2 class=\"section-header-img\" style=\"margin:32px 0 24px;border-radius:8px;overflow:hidden;background:linear-gradient(135deg,#1a1a1a 0%,#2a1015 100%);padding:32px 28px;color:#fff;position:relative;border:none;border-left:none;text-align:left;\">\n  <span class=\"section-number\" style=\"display:block;\">02<\/span>\n  <span class=\"section-label\" style=\"display:block;\">WHY IT MATTERS<\/span>\n  <span class=\"section-title\" style=\"display:block;\">\u306a\u305cLoRA\u304c\u30d3\u30b8\u30cd\u30b9\u3067\u6ce8\u76ee\u3055\u308c\u308b\u306e\u304b<\/span>\n  <span class=\"section-desc\">\u300c\u540c\u3058\u30ad\u30e3\u30e9\u30af\u30bf\u30fc\u30fb\u30b9\u30bf\u30a4\u30eb\u3092\u5b89\u5b9a\u3057\u3066\u91cf\u7523\u3067\u304d\u308b\u300d\u3068\u3044\u3046\u4fa1\u5024<\/span>\n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u753b\u50cf\u751f\u6210AI\u3092\u30d3\u30b8\u30cd\u30b9\u3067\u4f7f\u3046\u969b\u3001\u591a\u304f\u306e\u4f01\u696d\u304c\u76f4\u9762\u3059\u308b\u8ab2\u984c\u304c<strong>\u300c\u6bce\u56de\u751f\u6210\u3059\u308b\u305f\u3073\u306b\u3001\u30ad\u30e3\u30e9\u30af\u30bf\u30fc\u3084\u30b9\u30bf\u30a4\u30eb\u304c\u5fae\u5999\u306b\u5909\u308f\u3063\u3066\u3057\u307e\u3046\u300d<\/strong>\u3068\u3044\u3046\u4e00\u8cab\u6027\u306e\u554f\u984c\u3067\u3059\u3002LoRA\u306f\u3001\u3053\u306e\u4e00\u8cab\u6027\u3092\u78ba\u4fdd\u3059\u308b\u624b\u6bb5\u3068\u3057\u3066\u6ce8\u76ee\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"background:#fafafa;border-radius:8px;padding:16px 20px;margin:16px 0;border-left:4px solid #dc2626;\">\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span>EC\u30b5\u30a4\u30c8\u306e\u5546\u54c1\u753b\u50cf\u3092\u3001\u5e38\u306b\u540c\u3058\u96f0\u56f2\u6c17\u30fb\u30c8\u30fc\u30f3\u3067\u91cf\u7523\u3057\u305f\u3044<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span>\u30b2\u30fc\u30e0\u3084\u30a2\u30cb\u30e1\u5236\u4f5c\u3067\u3001\u540c\u4e00\u30ad\u30e3\u30e9\u30af\u30bf\u30fc\u3092\u69d8\u3005\u306a\u30dd\u30fc\u30ba\u30fb\u30b7\u30fc\u30f3\u3067\u5b89\u5b9a\u3057\u3066\u63cf\u304d\u305f\u3044<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span>\u5e83\u544a\u30d0\u30ca\u30fc\u3092\u3001\u30d6\u30e9\u30f3\u30c9\u30a4\u30e1\u30fc\u30b8\u306b\u7d71\u4e00\u611f\u3092\u6301\u305f\u305b\u306a\u304c\u3089\u8907\u6570\u30d1\u30bf\u30fc\u30f3\u751f\u6210\u3057\u305f\u3044<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span>\u591a\u8a00\u8a9e\u5c55\u958b\u3059\u308b\u30dd\u30b9\u30bf\u30fc\u30fb\u8ca9\u4fc3\u7269\u3067\u3001\u30c7\u30b6\u30a4\u30f3\u306e\u4e00\u8cab\u6027\u3092\u4fdd\u3061\u305f\u3044<\/span><\/div>\n\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u3089\u306e\u30cb\u30fc\u30ba\u306b\u5bfe\u3057\u3066\u3001\u90fd\u5ea6\u300c\u3053\u3046\u3044\u3046\u30b9\u30bf\u30a4\u30eb\u3067\u300d\u3068\u7d30\u304b\u304f\u6307\u793a\uff08\u30d7\u30ed\u30f3\u30d7\u30c8\uff09\u3092\u66f8\u304d\u76f4\u3059\u3088\u308a\u3082\u3001<strong>\u4e00\u5ea6LoRA\u3068\u3057\u3066\u5b66\u7fd2\u3055\u305b\u305f\u30d1\u30fc\u30c4\u3092\u9069\u7528\u3059\u308b\u3060\u3051\u3067\u3001\u5b89\u5b9a\u3057\u305f\u7d50\u679c\u3092\u518d\u73fe\u3067\u304d\u308b<\/strong>\u3068\u3044\u3046\u52b9\u7387\u6027\u304c\u3001\u30d3\u30b8\u30cd\u30b9\u6d3b\u7528\u306b\u304a\u3051\u308b\u6700\u5927\u306e\u30e1\u30ea\u30c3\u30c8\u3067\u3059\u3002<\/p>\n\n\n\n<div class=\"g-flow-row\" style=\"margin:24px 0;\">\n  <div class=\"g-flow-item\"><strong>Step 1<\/strong><br><span style=\"font-size:12px;\">\u518d\u73fe\u3057\u305f\u3044\u30b9\u30bf\u30a4\u30eb\u30fb<br>\u30ad\u30e3\u30e9\u30af\u30bf\u30fc\u306e<br>\u30b5\u30f3\u30d7\u30eb\u753b\u50cf\u3092\u7528\u610f<\/span><\/div>\n  <div class=\"g-flow-arrow\">&#8594;<\/div>\n  <div class=\"g-flow-item\"><strong>Step 2<\/strong><br><span style=\"font-size:12px;\">LoRA\u3068\u3057\u3066<br>\u305d\u306e\u7279\u5fb4\u3060\u3051\u3092<br>\u8ffd\u52a0\u5b66\u7fd2<\/span><\/div>\n  <div class=\"g-flow-arrow\">&#8594;<\/div>\n  <div class=\"g-flow-item\"><strong>Step 3<\/strong><br><span style=\"font-size:12px;\">\u5143\u30e2\u30c7\u30eb\uff0b<br>LoRA\u30d1\u30fc\u30c4\u3092<br>\u7d44\u307f\u5408\u308f\u305b\u308b<\/span><\/div>\n  <div class=\"g-flow-arrow\">&#8594;<\/div>\n  <div class=\"g-flow-item\"><strong>Step 4<\/strong><br><span style=\"font-size:12px;\">\u540c\u3058\u30b9\u30bf\u30a4\u30eb\u3067<br>\u753b\u50cf\u3092<br>\u91cf\u7523\u751f\u6210<\/span><\/div>\n<\/div>\n\n\n\n<div class=\"balloon-wrap\">\n  <div class=\"balloon-icon\">\n    <img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/04\/ceo-sugasawa.jpg\" alt=\"\u4ee3\u8868\u83c5\u6fa4\">\n    <span class=\"balloon-name\">\u4ee3\u8868\u83c5\u6fa4<\/span>\n  <\/div>\n  <div class=\"balloon-body\">\u300c\u6bce\u56de\u540c\u3058\u30af\u30aa\u30ea\u30c6\u30a3\u30fb\u540c\u3058\u96f0\u56f2\u6c17\u3067\u751f\u6210\u3057\u305f\u3044\u300d\u3068\u3044\u3046\u4e00\u8cab\u6027\u306e\u8981\u6c42\u306f\u3001\u30d3\u30b8\u30cd\u30b9\u3067\u753b\u50cf\u751f\u6210AI\u3092\u4f7f\u3046\u969b\u306b\u5fc5\u305a\u51fa\u3066\u304f\u308b\u8ab2\u984c\u3067\u3059\u3002LoRA\u306f\u3053\u306e\u8ab2\u984c\u306b\u5bfe\u3059\u308b\u3001\u6280\u8853\u7684\u306b\u7b4b\u306e\u901a\u3063\u305f\u89e3\u6c7a\u7b56\u3060\u3068\u611f\u3058\u307e\u3059\u3002<\/div>\n<\/div>\n\n\n<div style=\"margin:48px 0 8px;display:flex;gap:12px;justify-content:center;flex-wrap:wrap;\"><a href=\"https:\/\/aikanri.genai-ai.co.jp\/aibpo\/makase\/blog\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_content=cc-lora-basics-4&#038;blog_slug=cc-lora-basics-4&#038;blog_title=%E3%80%902026%E5%B9%B410%E6%9C%88%E6%9C%80%E6%96%B0%E3%80%91LoRA%E3%81%A8%E3%81%AF%EF%BC%9F%E4%BB%95%E7%B5%84%E3%81%BF%E3%82%92%E3%82%84%E3%81%95%E3%81%97%E3%81%8F%E8%A7%A3%E8%AA%AC%EF%BD%9CAI%E3%81%AB%E3%80%8C%E4%BC%9A%E7%A4%BE%E3%82%89%E3%81%97%E3%81%95%E3%80%8D%E3%82%92%E8%A6%9A%E3%81%88%E3%81%95%E3%81%9B%E3%82%8B%E8%BF%BD%E5%8A%A0%E5%AD%A6%E7%BF%92%E3%81%AE%E8%80%83%E3%81%88%E6%96%B9%E3%81%A8%E6%A5%AD%E5%8B%99%E6%B4%BB%E7%94%A8%E3%81%AE%E6%B3%A8%E6%84%8F%E7%82%B9&#038;blog_url=https%3A%2F%2Fgenai-ai.co.jp%2Fai-kanri%2Fblog%2Fcc-lora-basics-4%2F&#038;utm_campaign=aibpo_makase\" target=\"_blank\" rel=\"noopener\" aria-label=\"AI\u793e\u54e1AIKATA\uff08\u670830\u4e07\u5186\u3067\u696d\u52d9\u307e\u304b\u305b\u653e\u984c\uff09\u306e\u7121\u6599\u76f8\u8ac7 \u4e88\u7d04\u30da\u30fc\u30b8\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/09\/cta_blog_makase_20260904.jpg\" alt=\"AI\u793e\u54e1AIKATA\uff5c\u670830\u4e07\u5186\u306e\u5b9a\u984d\u3067\u5fa1\u793e\u306e\u696d\u52d9\u3092\u307e\u308b\u3054\u3068\u5dfb\u304d\u53d6\u308a\u307e\u3059\uff08\u7121\u6599\u76f8\u8ac760\u5206\uff09\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><a href=\"https:\/\/aikanri.genai-ai.co.jp\/koteihi-line\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_content=cc-lora-basics-4&#038;blog_slug=cc-lora-basics-4&#038;blog_title=%E3%80%902026%E5%B9%B410%E6%9C%88%E6%9C%80%E6%96%B0%E3%80%91LoRA%E3%81%A8%E3%81%AF%EF%BC%9F%E4%BB%95%E7%B5%84%E3%81%BF%E3%82%92%E3%82%84%E3%81%95%E3%81%97%E3%81%8F%E8%A7%A3%E8%AA%AC%EF%BD%9CAI%E3%81%AB%E3%80%8C%E4%BC%9A%E7%A4%BE%E3%82%89%E3%81%97%E3%81%95%E3%80%8D%E3%82%92%E8%A6%9A%E3%81%88%E3%81%95%E3%81%9B%E3%82%8B%E8%BF%BD%E5%8A%A0%E5%AD%A6%E7%BF%92%E3%81%AE%E8%80%83%E3%81%88%E6%96%B9%E3%81%A8%E6%A5%AD%E5%8B%99%E6%B4%BB%E7%94%A8%E3%81%AE%E6%B3%A8%E6%84%8F%E7%82%B9&#038;blog_url=https%3A%2F%2Fgenai-ai.co.jp%2Fai-kanri%2Fblog%2Fcc-lora-basics-4%2F&#038;utm_campaign=koteihi_shindan\" target=\"_blank\" rel=\"noopener\" aria-label=\"\u516c\u5f0fLINE\u306e\u56fa\u5b9a\u8cbb\u524a\u6e1b\u8a3a\u65ad\uff08\u7121\u6599\u30fb\u7d041\u5206\uff09\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/09\/cta_blog_koteihi_line.jpg\" alt=\"\u5fa1\u793e\u304c\u6e1b\u3089\u305b\u308b\u56fa\u5b9a\u8cbb\u306f\u6708\u3044\u304f\u3089\u304b\uff5c\u516c\u5f0fLINE\u3067\u8cea\u554f\u306b\u7b54\u3048\u308b\u3060\u3051\uff08\u7121\u6599\u30fb\u7d041\u5206\uff09\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><\/div>\n\n\n<div id=\"sec-03\"><\/div>\n<h2 class=\"section-header-img\" style=\"margin:32px 0 24px;border-radius:8px;overflow:hidden;background:linear-gradient(135deg,#1a1a1a 0%,#2a1015 100%);padding:32px 28px;color:#fff;position:relative;border:none;border-left:none;text-align:left;\">\n  <span class=\"section-number\" style=\"display:block;\">03<\/span>\n  <span class=\"section-label\" style=\"display:block;\">HOW IT WORKS<\/span>\n  <span class=\"section-title\" style=\"display:block;\">LoRA\u306e\u4ed5\u7d44\u307f\u3092\u56f3\u89e3\u3067\u7406\u89e3\u3059\u308b<\/span>\n  <span class=\"section-desc\">\u300c\u5168\u90e8\u3092\u5b66\u7fd2\u3057\u76f4\u3059\u300d\u306e\u3067\u306f\u306a\u304f\u300c\u4e00\u90e8\u3060\u3051\u300d\u306b\u3059\u308b\u7406\u7531<\/span>\n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u306a\u305cLoRA\u306f\u3001\u30e2\u30c7\u30eb\u5168\u4f53\u3067\u306f\u306a\u304f\u4e00\u90e8\u5206\u3060\u3051\u306e\u5b66\u7fd2\u3067\u52b9\u679c\u3092\u51fa\u305b\u308b\u306e\u3067\u3057\u3087\u3046\u304b\u3002\u3053\u308c\u306f\u3001AI\u30e2\u30c7\u30eb\u306e\u5185\u90e8\u306b\u3042\u308b\u60c5\u5831\u306e\u591a\u304f\u304c<strong>\u300c\u6c4e\u7528\u7684\u306a\u57fa\u790e\u77e5\u8b58\u300d<\/strong>\u3067\u3042\u308a\u3001\u7279\u5b9a\u306e\u30b9\u30bf\u30a4\u30eb\u3084\u30ad\u30e3\u30e9\u30af\u30bf\u30fc\u3092\u518d\u73fe\u3059\u308b\u305f\u3081\u306b\u672c\u5f53\u306b\u5fc5\u8981\u306a\u8abf\u6574\u306f\u3001\u305d\u306e\u57fa\u790e\u77e5\u8b58\u306e\u4e00\u90e8\u5206\u306b\u9650\u3089\u308c\u308b\u3068\u3044\u3046\u8003\u3048\u65b9\u306b\u57fa\u3065\u3044\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"background:#f8f9fa;border-left:4px solid #6b7280;border-radius:0 8px 8px 0;padding:16px 20px;margin:20px 0;\">\n  <p style=\"margin:0 0 4px;font-size:13px;font-weight:700;color:#6b7280;letter-spacing:1px;\">&#128218; \u7528\u8a9e\u89e3\u8aac<\/p>\n  <p style=\"margin:0;font-size:15px;line-height:1.7;\"><strong>\u5b66\u7fd2\u30c7\u30fc\u30bf<\/strong>\uff1aAI\u306b\u8ffd\u52a0\u5b66\u7fd2\u3055\u305b\u308b\u969b\u306b\u4f7f\u3046\u3001\u30b5\u30f3\u30d7\u30eb\u3068\u306a\u308b\u753b\u50cf\u30fb\u6587\u7ae0\u306a\u3069\u306e\u30c7\u30fc\u30bf\u306e\u3053\u3068\u3002LoRA\u306e\u5834\u5408\u3001\u518d\u73fe\u3057\u305f\u3044\u30ad\u30e3\u30e9\u30af\u30bf\u30fc\u3084\u30b9\u30bf\u30a4\u30eb\u306e\u753b\u50cf\u3092\u6570\u5341\u301c\u6570\u767e\u679a\u7a0b\u5ea6\u7528\u610f\u3057\u3001\u305d\u308c\u3092\u5b66\u7fd2\u30c7\u30fc\u30bf\u3068\u3057\u3066\u4f7f\u3046\u30b1\u30fc\u30b9\u304c\u591a\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u30c7\u30fc\u30bf\u306e\u8cea\u3068\u91cf\u304c\u3001\u5b66\u7fd2\u7d50\u679c\u306e\u7cbe\u5ea6\u3092\u5927\u304d\u304f\u5de6\u53f3\u3057\u307e\u3059\u3002<\/p>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">3-1. \u300c\u5168\u90e8\u3092\u899a\u3048\u76f4\u3059\u300d\u3053\u3068\u306e\u975e\u52b9\u7387\u3055<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u3082\u3057\u3001\u65b0\u3057\u3044\u30ad\u30e3\u30e9\u30af\u30bf\u30fc\u306e\u30b9\u30bf\u30a4\u30eb\u30921\u3064\u899a\u3048\u3055\u305b\u308b\u305f\u3081\u306b\u3001AI\u30e2\u30c7\u30eb\u304c\u6301\u3064\u57fa\u790e\u7684\u306a\u753b\u50cf\u7406\u89e3\u306e\u77e5\u8b58\u307e\u3067\u5168\u90e8\u4f5c\u308a\u76f4\u3057\u3066\u3044\u305f\u3089\u3001\u83ab\u5927\u306a\u6642\u9593\u3068\u30b3\u30b9\u30c8\u304c\u304b\u304b\u308a\u307e\u3059\u3002\u3057\u304b\u3082\u3001\u57fa\u790e\u77e5\u8b58\u81ea\u4f53\u306f\u65e2\u306b\u5341\u5206\u306a\u7cbe\u5ea6\u3067\u5b66\u7fd2\u6e08\u307f\u3067\u3042\u308a\u3001\u308f\u3056\u308f\u3056\u4f5c\u308a\u76f4\u3059\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002LoRA\u306f\u3001<strong>\u300c\u5909\u3048\u308b\u5fc5\u8981\u304c\u3042\u308b\u90e8\u5206\u3060\u3051\u300d\u3092\u7684\u78ba\u306b\u898b\u6975\u3081\u3066\u8abf\u6574\u3059\u308b<\/strong>\u3053\u3068\u3067\u3001\u3053\u306e\u975e\u52b9\u7387\u3092\u56de\u907f\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"background:#f0fdf4;border:1px solid #22c55e;border-radius:8px;padding:20px 24px;margin:24px 0;\">\n  <div style=\"display:flex;align-items:center;gap:8px;margin-bottom:12px;\">\n    <span style=\"font-size:18px;\">&#128161;<\/span>\n    <strong style=\"color:#16a34a;font-size:15px;\">\u899a\u3048\u3066\u304a\u304d\u305f\u3044\u4e00\u8a00\u307e\u3068\u3081<\/strong>\n  <\/div>\n  <p style=\"margin:0;font-size:15px;line-height:1.8;color:#333;\">LoRA\uff1d\u300cAI\u304c\u65e2\u306b\u77e5\u3063\u3066\u3044\u308b\u57fa\u790e\u77e5\u8b58\u306f\u305d\u306e\u307e\u307e\u6d3b\u304b\u3057\u3001\u72d9\u3063\u305f\u90e8\u5206\u3060\u3051\u306b\u8584\u3044\u8ffd\u52a0\u30ec\u30a4\u30e4\u30fc\u3092\u4e57\u305b\u308b\u300d\u4ed5\u7d44\u307f\u3002\u571f\u53f0\u304b\u3089\u4f5c\u308a\u76f4\u3055\u306a\u3044\u304b\u3089\u3053\u305d\u3001\u77ed\u6642\u9593\u30fb\u4f4e\u30b3\u30b9\u30c8\u3067\u7279\u5b9a\u306e\u52b9\u679c\u3092\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n<\/div>\n\n\n\n<div class=\"balloon-wrap is-right\">\n  <div class=\"balloon-icon\">\n    <img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/04\/yamazaki-avatar.png\" alt=\"AI\u9b3c\u7ba1\u7406\u5c71\u5d0e\">\n    <span class=\"balloon-name\">AI\u9b3c\u7ba1\u7406\u5c71\u5d0e<\/span>\n  <\/div>\n  <div class=\"balloon-body\">\u3053\u306e\u300c\u571f\u53f0\u306f\u6d3b\u304b\u3057\u3066\u3001\u5fc5\u8981\u306a\u90e8\u5206\u3060\u3051\u8ffd\u52a0\u3059\u308b\u300d\u3068\u3044\u3046\u767a\u60f3\u306f\u3001\u696d\u52d9\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3067\u3082\u3088\u304f\u4f7f\u308f\u308c\u308b\u8003\u3048\u65b9\u3067\u3059\u3002\u30bc\u30ed\u304b\u3089\u4f5c\u308a\u76f4\u3059\u3088\u308a\u3001\u65e2\u5b58\u306e\u8cc7\u7523\u3092\u6d3b\u304b\u3057\u3066\u5fc5\u8981\u306a\u90e8\u5206\u3060\u3051\u62e1\u5f35\u3059\u308b\u65b9\u304c\u3001\u5727\u5012\u7684\u306b\u52b9\u7387\u7684\u3067\u3059\u3002<\/div>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">3-2. \u300c\u8efd\u91cf\u300d\u3067\u3042\u308b\u3053\u3068\u304c\u751f\u307f\u51fa\u3059\u3001\u3082\u3046\u4e00\u3064\u306e\u30e1\u30ea\u30c3\u30c8<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">LoRA\u304c\u300c\u4e00\u90e8\u5206\u3060\u3051\u300d\u3092\u5b66\u7fd2\u3059\u308b\u4ed5\u7d44\u307f\u3067\u3042\u308b\u3053\u3068\u306f\u3001\u52b9\u7387\u6027\u3060\u3051\u3067\u306a\u304f<strong>\u904b\u7528\u9762\u3067\u306e\u67d4\u8edf\u6027<\/strong>\u306b\u3082\u3064\u306a\u304c\u308a\u307e\u3059\u3002\u30d5\u30eb\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3067\u306f\u30011\u3064\u306e\u30e2\u30c7\u30eb\u306b1\u3064\u306e\u5b66\u7fd2\u7d50\u679c\u3057\u304b\u6301\u305f\u305b\u3089\u308c\u307e\u305b\u3093\u304c\u3001LoRA\u306f\u30d1\u30fc\u30c4\u3068\u3057\u3066\u7740\u8131\u3067\u304d\u308b\u305f\u3081\u3001<strong>\u540c\u3058\u5143\u30e2\u30c7\u30eb\u306b\u5bfe\u3057\u3066\u3001\u8907\u6570\u306eLoRA\u30d5\u30a1\u30a4\u30eb\u3092\u7528\u9014\u3054\u3068\u306b\u5207\u308a\u66ff\u3048\u3066\u4f7f\u3046<\/strong>\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b\u3048\u3070\u3001\u540c\u3058\u753b\u50cf\u751f\u6210AI\u306e\u30e2\u30c7\u30eb\u3092\u4f7f\u3044\u306a\u304c\u3089\u3001\u3042\u308b\u6642\u306f\u300c\u793e\u5185\u8cc7\u6599\u5411\u3051\u306e\u30b7\u30f3\u30d7\u30eb\u306a\u56f3\u89e3\u30b9\u30bf\u30a4\u30eb\u300d\u306eLoRA\u3092\u9069\u7528\u3057\u3001\u5225\u306e\u6642\u306f\u300c\u5e83\u544a\u30d0\u30ca\u30fc\u5411\u3051\u306e\u9bae\u3084\u304b\u306a\u30b9\u30bf\u30a4\u30eb\u300d\u306eLoRA\u306b\u5207\u308a\u66ff\u3048\u308b\u3001\u3068\u3044\u3063\u305f\u904b\u7528\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u30e2\u30c7\u30eb\u305d\u306e\u3082\u306e\u3092\u8907\u6570\u7528\u610f\u3059\u308b\u5fc5\u8981\u304c\u306a\u3044\u3068\u3044\u3046\u70b9\u3067\u3001\u4fdd\u7ba1\u30fb\u7ba1\u7406\u30b3\u30b9\u30c8\u306e\u9762\u3067\u3082\u512a\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n<div style=\"margin:48px 0 8px;display:flex;gap:12px;justify-content:center;flex-wrap:wrap;\"><a href=\"https:\/\/aikanri.genai-ai.co.jp\/aibpo\/makase\/blog\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_content=cc-lora-basics-4&#038;blog_slug=cc-lora-basics-4&#038;blog_title=%E3%80%902026%E5%B9%B410%E6%9C%88%E6%9C%80%E6%96%B0%E3%80%91LoRA%E3%81%A8%E3%81%AF%EF%BC%9F%E4%BB%95%E7%B5%84%E3%81%BF%E3%82%92%E3%82%84%E3%81%95%E3%81%97%E3%81%8F%E8%A7%A3%E8%AA%AC%EF%BD%9CAI%E3%81%AB%E3%80%8C%E4%BC%9A%E7%A4%BE%E3%82%89%E3%81%97%E3%81%95%E3%80%8D%E3%82%92%E8%A6%9A%E3%81%88%E3%81%95%E3%81%9B%E3%82%8B%E8%BF%BD%E5%8A%A0%E5%AD%A6%E7%BF%92%E3%81%AE%E8%80%83%E3%81%88%E6%96%B9%E3%81%A8%E6%A5%AD%E5%8B%99%E6%B4%BB%E7%94%A8%E3%81%AE%E6%B3%A8%E6%84%8F%E7%82%B9&#038;blog_url=https%3A%2F%2Fgenai-ai.co.jp%2Fai-kanri%2Fblog%2Fcc-lora-basics-4%2F&#038;utm_campaign=aibpo_makase\" target=\"_blank\" rel=\"noopener\" aria-label=\"AI\u793e\u54e1AIKATA\uff08\u670830\u4e07\u5186\u3067\u696d\u52d9\u307e\u304b\u305b\u653e\u984c\uff09\u306e\u7121\u6599\u76f8\u8ac7 \u4e88\u7d04\u30da\u30fc\u30b8\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/09\/cta_blog_makase_20260904.jpg\" alt=\"AI\u793e\u54e1AIKATA\uff5c\u670830\u4e07\u5186\u306e\u5b9a\u984d\u3067\u5fa1\u793e\u306e\u696d\u52d9\u3092\u307e\u308b\u3054\u3068\u5dfb\u304d\u53d6\u308a\u307e\u3059\uff08\u7121\u6599\u76f8\u8ac760\u5206\uff09\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><a href=\"https:\/\/aikanri.genai-ai.co.jp\/koteihi-line\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_content=cc-lora-basics-4&#038;blog_slug=cc-lora-basics-4&#038;blog_title=%E3%80%902026%E5%B9%B410%E6%9C%88%E6%9C%80%E6%96%B0%E3%80%91LoRA%E3%81%A8%E3%81%AF%EF%BC%9F%E4%BB%95%E7%B5%84%E3%81%BF%E3%82%92%E3%82%84%E3%81%95%E3%81%97%E3%81%8F%E8%A7%A3%E8%AA%AC%EF%BD%9CAI%E3%81%AB%E3%80%8C%E4%BC%9A%E7%A4%BE%E3%82%89%E3%81%97%E3%81%95%E3%80%8D%E3%82%92%E8%A6%9A%E3%81%88%E3%81%95%E3%81%9B%E3%82%8B%E8%BF%BD%E5%8A%A0%E5%AD%A6%E7%BF%92%E3%81%AE%E8%80%83%E3%81%88%E6%96%B9%E3%81%A8%E6%A5%AD%E5%8B%99%E6%B4%BB%E7%94%A8%E3%81%AE%E6%B3%A8%E6%84%8F%E7%82%B9&#038;blog_url=https%3A%2F%2Fgenai-ai.co.jp%2Fai-kanri%2Fblog%2Fcc-lora-basics-4%2F&#038;utm_campaign=koteihi_shindan\" target=\"_blank\" rel=\"noopener\" aria-label=\"\u516c\u5f0fLINE\u306e\u56fa\u5b9a\u8cbb\u524a\u6e1b\u8a3a\u65ad\uff08\u7121\u6599\u30fb\u7d041\u5206\uff09\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/09\/cta_blog_koteihi_line.jpg\" alt=\"\u5fa1\u793e\u304c\u6e1b\u3089\u305b\u308b\u56fa\u5b9a\u8cbb\u306f\u6708\u3044\u304f\u3089\u304b\uff5c\u516c\u5f0fLINE\u3067\u8cea\u554f\u306b\u7b54\u3048\u308b\u3060\u3051\uff08\u7121\u6599\u30fb\u7d041\u5206\uff09\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><\/div>\n\n\n<div id=\"sec-04\"><\/div>\n<h2 class=\"section-header-img\" style=\"margin:32px 0 24px;border-radius:8px;overflow:hidden;background:linear-gradient(135deg,#1a1a1a 0%,#2a1015 100%);padding:32px 28px;color:#fff;position:relative;border:none;border-left:none;text-align:left;\">\n  <span class=\"section-number\" style=\"display:block;\">04<\/span>\n  <span class=\"section-label\" style=\"display:block;\">RELATED TERMS<\/span>\n  <span class=\"section-title\" style=\"display:block;\">LoRA\u3068\u4f3c\u305f\u7528\u8a9e\u3068\u306e\u9055\u3044<\/span>\n  <span class=\"section-desc\">\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u30fbCheckpoint\u3068\u306e\u9055\u3044\u3092\u6574\u7406\u3059\u308b<\/span>\n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">LoRA\u306e\u5468\u8fba\u306b\u306f\u3001\u4f3c\u305f\u3088\u3046\u306a\u97ff\u304d\u3092\u6301\u3064\u7528\u8a9e\u304c\u3044\u304f\u3064\u304b\u3042\u308a\u307e\u3059\u3002\u6df7\u540c\u3057\u3084\u3059\u3044\u305f\u3081\u3001\u3053\u3053\u3067\u6574\u7406\u3057\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"background:#f8f9fa;border-left:4px solid #6b7280;border-radius:0 8px 8px 0;padding:16px 20px;margin:20px 0;\">\n  <p style=\"margin:0 0 4px;font-size:13px;font-weight:700;color:#6b7280;letter-spacing:1px;\">&#128218; \u7528\u8a9e\u89e3\u8aac<\/p>\n  <p style=\"margin:0;font-size:15px;line-height:1.7;\"><strong>Checkpoint\uff08\u30c1\u30a7\u30c3\u30af\u30dd\u30a4\u30f3\u30c8\uff09<\/strong>\uff1a\u753b\u50cf\u751f\u6210AI\u306b\u304a\u3044\u3066\u3001\u30e2\u30c7\u30eb\u5168\u4f53\u306e\u5b66\u7fd2\u6e08\u307f\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u307e\u3068\u3081\u3066\u4fdd\u5b58\u3057\u305f\u30d5\u30a1\u30a4\u30eb\u306e\u3053\u3068\u3002LoRA\u304c\u300c\u65e2\u5b58\u30e2\u30c7\u30eb\u306b\u8ffd\u52a0\u3059\u308b\u5c0f\u3055\u306a\u30d1\u30fc\u30c4\u300d\u3067\u3042\u308b\u306e\u306b\u5bfe\u3057\u3001Checkpoint\u306f\u300c\u30e2\u30c7\u30eb\u305d\u306e\u3082\u306e\u300d\u3092\u6307\u3057\u307e\u3059\u3002LoRA\u306f\u5358\u4f53\u3067\u306f\u4f7f\u3048\u305a\u3001\u5fc5\u305a\u4f55\u3089\u304b\u306eCheckpoint\uff08\u5143\u30e2\u30c7\u30eb\uff09\u3068\u7d44\u307f\u5408\u308f\u305b\u3066\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\n<\/div>\n\n\n\n<table>\n<thead><tr><th>\u7528\u8a9e<\/th><th>\u6307\u3059\u3082\u306e<\/th><th>LoRA\u3068\u306e\u95a2\u4fc2<\/th><\/tr><\/thead>\n<tbody>\n<tr><td>LoRA<\/td><td>\u30e2\u30c7\u30eb\u306b\u8ffd\u52a0\u3059\u308b\u5c0f\u3055\u306a\u8abf\u6574\u30d1\u30fc\u30c4<\/td><td>\u5358\u4f53\u3067\u306f\u6a5f\u80fd\u305b\u305a\u3001\u5143\u30e2\u30c7\u30eb\u306b\u8ffd\u52a0\u3057\u3066\u4f7f\u3046<\/td><\/tr>\n<tr><td>Checkpoint<\/td><td>\u5b66\u7fd2\u6e08\u307f\u30e2\u30c7\u30eb\u672c\u4f53<\/td><td>LoRA\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u300c\u571f\u53f0\u300d\u3068\u306a\u308b\u5b58\u5728<\/td><\/tr>\n<tr><td>\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0<\/td><td>\u30e2\u30c7\u30eb\u5168\u4f53\u3092\u518d\u5b66\u7fd2\u3059\u308b\u624b\u6cd5<\/td><td>LoRA\u3082\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306e\u4e00\u7a2e\u3060\u304c\u3001\u8abf\u6574\u7bc4\u56f2\u304c\u9650\u5b9a\u7684\u3067\u8efd\u91cf<\/td><\/tr>\n<\/tbody>\n<\/table>\n\n\n\n<p class=\"wp-block-paragraph\">\u3064\u307e\u308a\u3001<strong>LoRA\u306f\u300cCheckpoint\u3068\u3044\u3046\u571f\u53f0\u306e\u4e0a\u306b\u4e57\u305b\u308b\u3001\u7740\u8131\u53ef\u80fd\u306a\u8ffd\u52a0\u30d1\u30fc\u30c4\u300d<\/strong>\u3068\u7406\u89e3\u3059\u308b\u3068\u5168\u4f53\u50cf\u304c\u3059\u3063\u304d\u308a\u3057\u307e\u3059\u3002\u540c\u3058Checkpoint\u306b\u5bfe\u3057\u3066\u3001\u8907\u6570\u306eLoRA\u3092\u4f7f\u3044\u5206\u3051\u308b\u3053\u3068\u3067\u30011\u3064\u306e\u5143\u30e2\u30c7\u30eb\u304b\u3089\u69d8\u3005\u306a\u30b9\u30bf\u30a4\u30eb\u306e\u51fa\u529b\u3092\u5f97\u3089\u308c\u308b\u306e\u304c\u3001\u3053\u306e\u4ed5\u7d44\u307f\u306e\u67d4\u8edf\u6027\u3067\u3059\u3002<\/p>\n\n\n\n<div class=\"balloon-wrap\">\n  <div class=\"balloon-icon\">\n    <img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/04\/ceo-sugasawa.jpg\" alt=\"\u4ee3\u8868\u83c5\u6fa4\">\n    <span class=\"balloon-name\">\u4ee3\u8868\u83c5\u6fa4<\/span>\n  <\/div>\n  <div class=\"balloon-body\">\u300cLoRA\u300d\u300cCheckpoint\u300d\u300c\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u300d\u3068\u3044\u3046\u8a00\u8449\u3092\u6b63\u78ba\u306b\u899a\u3048\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u300c\u571f\u53f0\uff08Checkpoint\uff09\u300d\u3068\u300c\u7740\u8131\u30d1\u30fc\u30c4\uff08LoRA\uff09\u300d\u3068\u3044\u3046\u95a2\u4fc2\u6027\u3060\u3051\u62bc\u3055\u3048\u3066\u304a\u3051\u3070\u3001\u4f1a\u8a71\u306e\u4e2d\u3067\u8ff7\u308f\u306a\u304f\u306a\u308a\u307e\u3059\u3002<\/div>\n<\/div>\n\n\n<div style=\"margin:48px 0 8px;display:flex;gap:12px;justify-content:center;flex-wrap:wrap;\"><a href=\"https:\/\/aikanri.genai-ai.co.jp\/aibpo\/makase\/blog\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_content=cc-lora-basics-4&#038;blog_slug=cc-lora-basics-4&#038;blog_title=%E3%80%902026%E5%B9%B410%E6%9C%88%E6%9C%80%E6%96%B0%E3%80%91LoRA%E3%81%A8%E3%81%AF%EF%BC%9F%E4%BB%95%E7%B5%84%E3%81%BF%E3%82%92%E3%82%84%E3%81%95%E3%81%97%E3%81%8F%E8%A7%A3%E8%AA%AC%EF%BD%9CAI%E3%81%AB%E3%80%8C%E4%BC%9A%E7%A4%BE%E3%82%89%E3%81%97%E3%81%95%E3%80%8D%E3%82%92%E8%A6%9A%E3%81%88%E3%81%95%E3%81%9B%E3%82%8B%E8%BF%BD%E5%8A%A0%E5%AD%A6%E7%BF%92%E3%81%AE%E8%80%83%E3%81%88%E6%96%B9%E3%81%A8%E6%A5%AD%E5%8B%99%E6%B4%BB%E7%94%A8%E3%81%AE%E6%B3%A8%E6%84%8F%E7%82%B9&#038;blog_url=https%3A%2F%2Fgenai-ai.co.jp%2Fai-kanri%2Fblog%2Fcc-lora-basics-4%2F&#038;utm_campaign=aibpo_makase\" target=\"_blank\" rel=\"noopener\" aria-label=\"AI\u793e\u54e1AIKATA\uff08\u670830\u4e07\u5186\u3067\u696d\u52d9\u307e\u304b\u305b\u653e\u984c\uff09\u306e\u7121\u6599\u76f8\u8ac7 \u4e88\u7d04\u30da\u30fc\u30b8\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/09\/cta_blog_makase_20260904.jpg\" alt=\"AI\u793e\u54e1AIKATA\uff5c\u670830\u4e07\u5186\u306e\u5b9a\u984d\u3067\u5fa1\u793e\u306e\u696d\u52d9\u3092\u307e\u308b\u3054\u3068\u5dfb\u304d\u53d6\u308a\u307e\u3059\uff08\u7121\u6599\u76f8\u8ac760\u5206\uff09\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><a href=\"https:\/\/aikanri.genai-ai.co.jp\/koteihi-line\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_content=cc-lora-basics-4&#038;blog_slug=cc-lora-basics-4&#038;blog_title=%E3%80%902026%E5%B9%B410%E6%9C%88%E6%9C%80%E6%96%B0%E3%80%91LoRA%E3%81%A8%E3%81%AF%EF%BC%9F%E4%BB%95%E7%B5%84%E3%81%BF%E3%82%92%E3%82%84%E3%81%95%E3%81%97%E3%81%8F%E8%A7%A3%E8%AA%AC%EF%BD%9CAI%E3%81%AB%E3%80%8C%E4%BC%9A%E7%A4%BE%E3%82%89%E3%81%97%E3%81%95%E3%80%8D%E3%82%92%E8%A6%9A%E3%81%88%E3%81%95%E3%81%9B%E3%82%8B%E8%BF%BD%E5%8A%A0%E5%AD%A6%E7%BF%92%E3%81%AE%E8%80%83%E3%81%88%E6%96%B9%E3%81%A8%E6%A5%AD%E5%8B%99%E6%B4%BB%E7%94%A8%E3%81%AE%E6%B3%A8%E6%84%8F%E7%82%B9&#038;blog_url=https%3A%2F%2Fgenai-ai.co.jp%2Fai-kanri%2Fblog%2Fcc-lora-basics-4%2F&#038;utm_campaign=koteihi_shindan\" target=\"_blank\" rel=\"noopener\" aria-label=\"\u516c\u5f0fLINE\u306e\u56fa\u5b9a\u8cbb\u524a\u6e1b\u8a3a\u65ad\uff08\u7121\u6599\u30fb\u7d041\u5206\uff09\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/09\/cta_blog_koteihi_line.jpg\" alt=\"\u5fa1\u793e\u304c\u6e1b\u3089\u305b\u308b\u56fa\u5b9a\u8cbb\u306f\u6708\u3044\u304f\u3089\u304b\uff5c\u516c\u5f0fLINE\u3067\u8cea\u554f\u306b\u7b54\u3048\u308b\u3060\u3051\uff08\u7121\u6599\u30fb\u7d041\u5206\uff09\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><\/div>\n\n\n<div id=\"sec-05\"><\/div>\n<h2 class=\"section-header-img\" style=\"margin:32px 0 24px;border-radius:8px;overflow:hidden;background:linear-gradient(135deg,#1a1a1a 0%,#2a1015 100%);padding:32px 28px;color:#fff;position:relative;border:none;border-left:none;text-align:left;\">\n  <span class=\"section-number\" style=\"display:block;\">05<\/span>\n  <span class=\"section-label\" style=\"display:block;\">BASIC FLOW<\/span>\n  <span class=\"section-title\" style=\"display:block;\">LoRA\u3092\u6d3b\u7528\u3059\u308b\u57fa\u672c\u7684\u306a\u6d41\u308c\u3068\u8457\u4f5c\u6a29\u306e\u6ce8\u610f\u70b9<\/span>\n  <span class=\"section-desc\">\u914d\u5e03\u30b5\u30a4\u30c8\u3067\u306e\u5165\u624b\u304b\u3089\u3001\u5546\u7528\u5229\u7528\u6642\u306b\u78ba\u8a8d\u3059\u3079\u304d\u3053\u3068<\/span>\n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">LoRA\u306e\u30d5\u30a1\u30a4\u30eb\u306f\u3001Hugging Face\u3084Civitai\u3068\u3044\u3063\u305f\u914d\u5e03\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u3082\u306e\u3092\u5229\u7528\u3059\u308b\u30b1\u30fc\u30b9\u3068\u3001\u81ea\u793e\u3067\u72ec\u81ea\u306b\u5b66\u7fd2\u3055\u305b\u3066\u4f5c\u6210\u3059\u308b\u30b1\u30fc\u30b9\u306e\u5927\u304d\u304f2\u901a\u308a\u304c\u3042\u308a\u307e\u3059\u3002\u3044\u305a\u308c\u306e\u5834\u5408\u3082\u3001<strong>\u8457\u4f5c\u6a29\u30fb\u30e9\u30a4\u30bb\u30f3\u30b9\u306e\u78ba\u8a8d\u306f\u6b20\u304b\u305b\u306a\u3044\u5de5\u7a0b<\/strong>\u3067\u3059\u3002<\/p>\n\n\n\n<div style=\"background:#f8f9fa;border-left:4px solid #6b7280;border-radius:0 8px 8px 0;padding:16px 20px;margin:20px 0;\">\n  <p style=\"margin:0 0 4px;font-size:13px;font-weight:700;color:#6b7280;letter-spacing:1px;\">&#128218; \u7528\u8a9e\u89e3\u8aac<\/p>\n  <p style=\"margin:0;font-size:15px;line-height:1.7;\"><strong>\u5546\u7528\u5229\u7528\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>\uff1aAI\u30e2\u30c7\u30eb\u3084\u751f\u6210\u7269\u3092\u3001\u55b6\u5229\u76ee\u7684\u306e\u696d\u52d9\u3067\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u8a31\u53ef\u3055\u308c\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3092\u5b9a\u3081\u305f\u5229\u7528\u6761\u4ef6\u306e\u3053\u3068\u3002\u914d\u5e03\u3055\u308c\u3066\u3044\u308bLoRA\u30d5\u30a1\u30a4\u30eb\u306e\u4e2d\u306b\u306f\u3001\u500b\u4eba\u5229\u7528\u306e\u307f\u8a31\u53ef\u3055\u308c\u5546\u7528\u5229\u7528\u304c\u5236\u9650\u3055\u308c\u3066\u3044\u308b\u3082\u306e\u3084\u3001\u5b66\u7fd2\u5143\u30c7\u30fc\u30bf\u306e\u8457\u4f5c\u6a29\u554f\u984c\u304c\u6307\u6458\u3055\u308c\u3066\u3044\u308b\u3082\u306e\u3082\u5b58\u5728\u3057\u307e\u3059\u3002\u696d\u52d9\u3067\u4f7f\u3046\u524d\u306b\u3001\u5fc5\u305a\u914d\u5e03\u5143\u306e\u5229\u7528\u898f\u7d04\u3092\u78ba\u8a8d\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<\/div>\n\n\n\n<div style=\"background:#fef2f2;border:2px solid #dc2626;border-radius:8px;padding:20px 24px;margin:24px 0;\">\n  <div style=\"display:flex;align-items:center;gap:8px;margin-bottom:12px;\">\n    <span style=\"font-size:20px;\">&#9888;&#65039;<\/span>\n    <strong style=\"color:#dc2626;font-size:16px;\">\u8457\u4f5c\u6a29\u30fb\u8096\u50cf\u6a29\u30ea\u30b9\u30af\u306b\u7279\u306b\u6ce8\u610f<\/strong>\n  <\/div>\n  <p style=\"margin:0;font-size:15px;line-height:1.8;color:#333;\">\u65e2\u5b58\u306e\u30ad\u30e3\u30e9\u30af\u30bf\u30fc\u3084\u5b9f\u5728\u306e\u4eba\u7269\u306e\u753b\u50cf\u3092\u5b66\u7fd2\u30c7\u30fc\u30bf\u3068\u3057\u3066\u4f7f\u3063\u305fLoRA\u306f\u3001\u8457\u4f5c\u6a29\u30fb\u8096\u50cf\u6a29\u306e\u89b3\u70b9\u3067\u91cd\u5927\u306a\u30ea\u30b9\u30af\u3092\u4f34\u3046\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u914d\u5e03\u3055\u308c\u3066\u3044\u308bLoRA\u30d5\u30a1\u30a4\u30eb\u3092\u696d\u52d9\u3067\u4f7f\u7528\u3059\u308b\u969b\u306f\u3001\u5b66\u7fd2\u5143\u30c7\u30fc\u30bf\u306e\u51fa\u81ea\u304c\u660e\u78ba\u3067\u3001\u5229\u7528\u898f\u7d04\u4e0a\u5546\u7528\u5229\u7528\u304c\u8a31\u53ef\u3055\u308c\u3066\u3044\u308b\u3082\u306e\u306b\u9650\u5b9a\u3059\u308b\u3053\u3068\u3092\u5f37\u304f\u63a8\u5968\u3057\u307e\u3059\u3002<\/p>\n<\/div>\n\n\n\n<div style=\"background:#fafafa;border-radius:8px;padding:16px 20px;margin:16px 0;border-left:4px solid #dc2626;\">\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span>\u914d\u5e03\u30b5\u30a4\u30c8\u306e\u5229\u7528\u898f\u7d04\u3067\u3001\u5546\u7528\u5229\u7528\u304c\u660e\u793a\u7684\u306b\u8a31\u53ef\u3055\u308c\u3066\u3044\u308b\u304b\u78ba\u8a8d\u3059\u308b<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span>\u5b66\u7fd2\u5143\u30c7\u30fc\u30bf\u306b\u8457\u4f5c\u6a29\u4e0a\u306e\u554f\u984c\u304c\u6307\u6458\u3055\u308c\u3066\u3044\u306a\u3044\u304b\u3001\u914d\u5e03\u30da\u30fc\u30b8\u306e\u8aac\u660e\u3092\u78ba\u8a8d\u3059\u308b<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span>\u81ea\u793e\u3067\u72ec\u81ea\u306bLoRA\u3092\u4f5c\u6210\u3059\u308b\u5834\u5408\u306f\u3001\u4f7f\u7528\u3059\u308b\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u6a29\u5229\u95a2\u4fc2\u3092\u4e8b\u524d\u306b\u6574\u7406\u3059\u308b<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span>\u751f\u6210\u3057\u305f\u753b\u50cf\u3092\u793e\u5916\u3067\u4f7f\u7528\u3059\u308b\u969b\u306f\u3001\u6700\u7d42\u7684\u306a\u898b\u305f\u76ee\u3082\u542b\u3081\u3066\u4eba\u9593\u304c\u30c1\u30a7\u30c3\u30af\u3059\u308b<\/span><\/div>\n\n<\/div>\n\n\n\n<div class=\"balloon-wrap is-right\">\n  <div class=\"balloon-icon\">\n    <img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/04\/yamazaki-avatar.png\" alt=\"AI\u9b3c\u7ba1\u7406\u5c71\u5d0e\">\n    <span class=\"balloon-name\">AI\u9b3c\u7ba1\u7406\u5c71\u5d0e<\/span>\n  <\/div>\n  <div class=\"balloon-body\">LoRA\u306f\u4fbf\u5229\u306a\u4ed5\u7d44\u307f\u3067\u3059\u304c\u3001\u300c\u8ab0\u304b\u304c\u4f5c\u3063\u305fLoRA\u30d5\u30a1\u30a4\u30eb\u3092\u696d\u52d9\u3067\u305d\u306e\u307e\u307e\u4f7f\u3046\u300d\u5834\u5408\u306f\u7279\u306b\u3001\u30e9\u30a4\u30bb\u30f3\u30b9\u9762\u306e\u78ba\u8a8d\u3092\u6020\u3089\u306a\u3044\u3088\u3046\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u30c8\u30e9\u30d6\u30eb\u306e\u591a\u304f\u306f\u3001\u3053\u306e\u78ba\u8a8d\u3092\u7701\u7565\u3057\u305f\u3053\u3068\u304c\u539f\u56e0\u3067\u767a\u751f\u3057\u3066\u3044\u307e\u3059\u3002<\/div>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">5-1. \u81ea\u793e\u3067\u72ec\u81ea\u306eLoRA\u3092\u4f5c\u6210\u3059\u308b\u5834\u5408\u306e\u8003\u3048\u65b9<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u914d\u5e03\u3055\u308c\u3066\u3044\u308bLoRA\u30d5\u30a1\u30a4\u30eb\u3067\u306f\u306a\u304f\u3001<strong>\u81ea\u793e\u3060\u3051\u306e\u30aa\u30ea\u30b8\u30ca\u30eb\u306a\u30b9\u30bf\u30a4\u30eb\u30fb\u30ad\u30e3\u30e9\u30af\u30bf\u30fc\u3092\u518d\u73fe\u3057\u305f\u3044<\/strong>\u5834\u5408\u306f\u3001\u81ea\u793e\u3067\u5b66\u7fd2\u30c7\u30fc\u30bf\u3092\u7528\u610f\u3057\u3066\u72ec\u81ea\u306bLoRA\u3092\u4f5c\u6210\u3059\u308b\u9078\u629e\u80a2\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u5834\u5408\u3001\u5b66\u7fd2\u30c7\u30fc\u30bf\u3068\u3057\u3066\u4f7f\u3046\u753b\u50cf\u304c\u3059\u3079\u3066\u81ea\u793e\u3067\u6a29\u5229\u3092\u6301\u3064\u3082\u306e\uff08\u64ae\u5f71\u3057\u305f\u5546\u54c1\u753b\u50cf\u3001\u81ea\u793e\u3067\u30c7\u30b6\u30a4\u30f3\u3057\u305f\u30a4\u30e9\u30b9\u30c8\u306a\u3069\uff09\u3067\u3042\u308c\u3070\u3001\u8457\u4f5c\u6a29\u9762\u306e\u30ea\u30b9\u30af\u306f\u5927\u304d\u304f\u4e0b\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305f\u3060\u3057\u3001\u72ec\u81ea\u306eLoRA\u4f5c\u6210\u306b\u306f\u4e00\u5b9a\u306e\u5c02\u9580\u77e5\u8b58\u3068\u8a08\u7b97\u74b0\u5883\u304c\u5fc5\u8981\u306b\u306a\u308b\u305f\u3081\u3001\u300c\u3069\u306e\u7a0b\u5ea6\u306e\u30af\u30aa\u30ea\u30c6\u30a3\u3092\u6c42\u3081\u308b\u304b\u300d\u300c\u793e\u5185\u3067\u5bfe\u5fdc\u3067\u304d\u308b\u4eba\u6750\u304c\u3044\u308b\u304b\u300d\u3092\u4e8b\u524d\u306b\u898b\u6975\u3081\u3066\u304a\u304f\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u5c02\u9580\u77e5\u8b58\u306e\u3042\u308b\u4eba\u6750\u304c\u793e\u5185\u306b\u3044\u306a\u3044\u5834\u5408\u306f\u3001\u5916\u90e8\u306e\u5c02\u9580\u4f01\u696d\u306b\u4f9d\u983c\u3059\u308b\u9078\u629e\u80a2\u3082\u542b\u3081\u3066\u691c\u8a0e\u3059\u308b\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002<\/p>\n\n\n<div style=\"margin:48px 0 8px;display:flex;gap:12px;justify-content:center;flex-wrap:wrap;\"><a href=\"https:\/\/aikanri.genai-ai.co.jp\/aibpo\/makase\/blog\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_content=cc-lora-basics-4&#038;blog_slug=cc-lora-basics-4&#038;blog_title=%E3%80%902026%E5%B9%B410%E6%9C%88%E6%9C%80%E6%96%B0%E3%80%91LoRA%E3%81%A8%E3%81%AF%EF%BC%9F%E4%BB%95%E7%B5%84%E3%81%BF%E3%82%92%E3%82%84%E3%81%95%E3%81%97%E3%81%8F%E8%A7%A3%E8%AA%AC%EF%BD%9CAI%E3%81%AB%E3%80%8C%E4%BC%9A%E7%A4%BE%E3%82%89%E3%81%97%E3%81%95%E3%80%8D%E3%82%92%E8%A6%9A%E3%81%88%E3%81%95%E3%81%9B%E3%82%8B%E8%BF%BD%E5%8A%A0%E5%AD%A6%E7%BF%92%E3%81%AE%E8%80%83%E3%81%88%E6%96%B9%E3%81%A8%E6%A5%AD%E5%8B%99%E6%B4%BB%E7%94%A8%E3%81%AE%E6%B3%A8%E6%84%8F%E7%82%B9&#038;blog_url=https%3A%2F%2Fgenai-ai.co.jp%2Fai-kanri%2Fblog%2Fcc-lora-basics-4%2F&#038;utm_campaign=aibpo_makase\" target=\"_blank\" rel=\"noopener\" aria-label=\"AI\u793e\u54e1AIKATA\uff08\u670830\u4e07\u5186\u3067\u696d\u52d9\u307e\u304b\u305b\u653e\u984c\uff09\u306e\u7121\u6599\u76f8\u8ac7 \u4e88\u7d04\u30da\u30fc\u30b8\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/09\/cta_blog_makase_20260904.jpg\" alt=\"AI\u793e\u54e1AIKATA\uff5c\u670830\u4e07\u5186\u306e\u5b9a\u984d\u3067\u5fa1\u793e\u306e\u696d\u52d9\u3092\u307e\u308b\u3054\u3068\u5dfb\u304d\u53d6\u308a\u307e\u3059\uff08\u7121\u6599\u76f8\u8ac760\u5206\uff09\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><a href=\"https:\/\/aikanri.genai-ai.co.jp\/koteihi-line\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_content=cc-lora-basics-4&#038;blog_slug=cc-lora-basics-4&#038;blog_title=%E3%80%902026%E5%B9%B410%E6%9C%88%E6%9C%80%E6%96%B0%E3%80%91LoRA%E3%81%A8%E3%81%AF%EF%BC%9F%E4%BB%95%E7%B5%84%E3%81%BF%E3%82%92%E3%82%84%E3%81%95%E3%81%97%E3%81%8F%E8%A7%A3%E8%AA%AC%EF%BD%9CAI%E3%81%AB%E3%80%8C%E4%BC%9A%E7%A4%BE%E3%82%89%E3%81%97%E3%81%95%E3%80%8D%E3%82%92%E8%A6%9A%E3%81%88%E3%81%95%E3%81%9B%E3%82%8B%E8%BF%BD%E5%8A%A0%E5%AD%A6%E7%BF%92%E3%81%AE%E8%80%83%E3%81%88%E6%96%B9%E3%81%A8%E6%A5%AD%E5%8B%99%E6%B4%BB%E7%94%A8%E3%81%AE%E6%B3%A8%E6%84%8F%E7%82%B9&#038;blog_url=https%3A%2F%2Fgenai-ai.co.jp%2Fai-kanri%2Fblog%2Fcc-lora-basics-4%2F&#038;utm_campaign=koteihi_shindan\" target=\"_blank\" rel=\"noopener\" aria-label=\"\u516c\u5f0fLINE\u306e\u56fa\u5b9a\u8cbb\u524a\u6e1b\u8a3a\u65ad\uff08\u7121\u6599\u30fb\u7d041\u5206\uff09\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/09\/cta_blog_koteihi_line.jpg\" alt=\"\u5fa1\u793e\u304c\u6e1b\u3089\u305b\u308b\u56fa\u5b9a\u8cbb\u306f\u6708\u3044\u304f\u3089\u304b\uff5c\u516c\u5f0fLINE\u3067\u8cea\u554f\u306b\u7b54\u3048\u308b\u3060\u3051\uff08\u7121\u6599\u30fb\u7d041\u5206\uff09\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><\/div>\n\n\n<div id=\"sec-06\"><\/div>\n<h2 class=\"section-header-img\" style=\"margin:32px 0 24px;border-radius:8px;overflow:hidden;background:linear-gradient(135deg,#1a1a1a 0%,#2a1015 100%);padding:32px 28px;color:#fff;position:relative;border:none;border-left:none;text-align:left;\">\n  <span class=\"section-number\" style=\"display:block;\">06<\/span>\n  <span class=\"section-label\" style=\"display:block;\">USE CASES<\/span>\n  <span class=\"section-title\" style=\"display:block;\">LoRA\u306e\u30d3\u30b8\u30cd\u30b9\u6d3b\u7528\u4e8b\u4f8b<\/span>\n  <span class=\"section-desc\">EC\u30fb\u30b2\u30fc\u30e0\u30fb\u5e83\u544a\u306e\u73fe\u5834\u3067\u3069\u3046\u4f7f\u308f\u308c\u3066\u3044\u308b\u304b<\/span>\n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">LoRA\u304c\u5b9f\u969b\u306b\u3069\u306e\u3088\u3046\u306a\u5834\u9762\u3067\u6d3b\u7528\u3055\u308c\u3066\u3044\u308b\u304b\u3001\u4ee3\u8868\u7684\u306a\u4e8b\u4f8b\u3092\u6574\u7406\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<table>\n<thead><tr><th>\u696d\u754c\u30fb\u7528\u9014<\/th><th>\u6d3b\u7528\u30a4\u30e1\u30fc\u30b8<\/th><th>\u5f97\u3089\u308c\u308b\u4fa1\u5024<\/th><\/tr><\/thead>\n<tbody>\n<tr><td>EC\uff08\u5546\u54c1\u753b\u50cf\uff09<\/td><td>\u5546\u54c1\u3092\u540c\u3058\u96f0\u56f2\u6c17\u30fb\u30e9\u30a4\u30c6\u30a3\u30f3\u30b0\u3067\u91cf\u7523\u751f\u6210<\/td><td>\u64ae\u5f71\u30b3\u30b9\u30c8\u306e\u524a\u6e1b\u3001\u30d6\u30e9\u30f3\u30c9\u30a4\u30e1\u30fc\u30b8\u306e\u7d71\u4e00<\/td><\/tr>\n<tr><td>\u30b2\u30fc\u30e0\u30fb\u30a2\u30cb\u30e1\u5236\u4f5c<\/td><td>\u540c\u4e00\u30ad\u30e3\u30e9\u30af\u30bf\u30fc\u3092\u69d8\u3005\u306a\u30dd\u30fc\u30ba\u30fb\u30b7\u30fc\u30f3\u3067\u751f\u6210<\/td><td>\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u5236\u4f5c\u306e\u9ad8\u901f\u5316\u3001\u30c7\u30b6\u30a4\u30f3\u691c\u8a0e\u306e\u52b9\u7387\u5316<\/td><\/tr>\n<tr><td>\u5e83\u544a\u30fb\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0<\/td><td>\u30d6\u30e9\u30f3\u30c9\u30a4\u30e1\u30fc\u30b8\u306b\u5408\u308f\u305b\u305f\u7d71\u4e00\u611f\u306e\u3042\u308b\u30d0\u30ca\u30fc\u751f\u6210<\/td><td>\u8907\u6570\u30d1\u30bf\u30fc\u30f3\u306e\u51fa\u3057\u5206\u3051\u3068\u3001\u30d6\u30e9\u30f3\u30c9\u4e00\u8cab\u6027\u306e\u4e21\u7acb<\/td><\/tr>\n<tr><td>\u591a\u8a00\u8a9e\u30dd\u30b9\u30bf\u30fc\u5236\u4f5c<\/td><td>\u540c\u3058\u30c7\u30b6\u30a4\u30f3\u30c6\u30a4\u30b9\u30c8\u3092\u4fdd\u3063\u305f\u307e\u307e\u8a00\u8a9e\u30d0\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u3092\u5c55\u958b<\/td><td>\u6d77\u5916\u5c55\u958b\u6642\u306e\u30c7\u30b6\u30a4\u30f3\u5236\u4f5c\u30b3\u30b9\u30c8\u524a\u6e1b<\/td><\/tr>\n<\/tbody>\n<\/table>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u3089\u306e\u4e8b\u4f8b\u306b\u5171\u901a\u3059\u308b\u306e\u306f\u3001<strong>\u300c\u7d71\u4e00\u611f\u300d\u3068\u300c\u91cf\u7523\u52b9\u7387\u300d\u3092\u540c\u6642\u306b\u5b9f\u73fe\u3057\u305f\u3044<\/strong>\u3068\u3044\u3046\u30cb\u30fc\u30ba\u3067\u3059\u30021\u679a\u3060\u3051\u9ad8\u54c1\u8cea\u306a\u753b\u50cf\u3092\u4f5c\u308b\u3053\u3068\u306f\u3001LoRA\u3092\u4f7f\u308f\u306a\u304f\u3066\u3082\u6bd4\u8f03\u7684\u5bb9\u6613\u3067\u3059\u304c\u3001\u300c\u540c\u3058\u30af\u30aa\u30ea\u30c6\u30a3\u30fb\u540c\u3058\u30b9\u30bf\u30a4\u30eb\u3092\u4f55\u5341\u679a\u3001\u4f55\u767e\u679a\u3068\u5b89\u5b9a\u3057\u3066\u518d\u73fe\u3059\u308b\u300d\u3053\u3068\u306f\u3001\u4eba\u9593\u306e\u624b\u4f5c\u696d\u3060\u3051\u3067\u306f\u5927\u304d\u306a\u8ca0\u62c5\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"balloon-wrap\">\n  <div class=\"balloon-icon\">\n    <img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/04\/ceo-sugasawa.jpg\" alt=\"\u4ee3\u8868\u83c5\u6fa4\">\n    <span class=\"balloon-name\">\u4ee3\u8868\u83c5\u6fa4<\/span>\n  <\/div>\n  <div class=\"balloon-body\">\u30d3\u30b8\u30cd\u30b9\u3067AI\u3092\u4f7f\u3046\u969b\u3001\u300c1\u56de\u304d\u308a\u306e\u6700\u9ad8\u54c1\u8cea\u300d\u3088\u308a\u300c\u5b89\u5b9a\u3057\u305f\u4e00\u5b9a\u54c1\u8cea\u3092\u7d99\u7d9a\u3057\u3066\u51fa\u305b\u308b\u3053\u3068\u300d\u306e\u65b9\u304c\u3001\u5b9f\u306f\u4fa1\u5024\u304c\u9ad8\u3044\u30b1\u30fc\u30b9\u304c\u591a\u304f\u3042\u308a\u307e\u3059\u3002LoRA\u306f\u307e\u3055\u306b\u3053\u306e\u300c\u5b89\u5b9a\u3057\u305f\u518d\u73fe\u6027\u300d\u306b\u5f37\u307f\u3092\u6301\u3064\u6280\u8853\u3067\u3059\u3002<\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u3082\u3046\u4e00\u3064\u898b\u843d\u3068\u3055\u308c\u304c\u3061\u306a\u4fa1\u5024\u304c\u3001<strong>\u300c\u62c5\u5f53\u8005\u304c\u5909\u308f\u3063\u3066\u3082\u3001\u540c\u3058\u54c1\u8cea\u3092\u518d\u73fe\u3067\u304d\u308b\u300d<\/strong>\u3068\u3044\u3046\u70b9\u3067\u3059\u3002\u30c7\u30b6\u30a4\u30ca\u30fc\u306e\u611f\u899a\u306b\u4f9d\u5b58\u3057\u3066\u753b\u50cf\u306e\u30c6\u30a4\u30b9\u30c8\u3092\u8abf\u6574\u3057\u3066\u3044\u305f\u696d\u52d9\u3067\u306f\u3001\u62c5\u5f53\u8005\u304c\u5909\u308f\u308b\u305f\u3073\u306b\u5fae\u5999\u306b\u30d6\u30e9\u30f3\u30c9\u30a4\u30e1\u30fc\u30b8\u304c\u3076\u308c\u308b\u30ea\u30b9\u30af\u304c\u3042\u308a\u307e\u3059\u3002LoRA\u306e\u3088\u3046\u306b\u30b9\u30bf\u30a4\u30eb\u3092\u4ed5\u7d44\u307f\u5316\u3057\u3066\u304a\u304f\u3053\u3068\u3067\u3001\u62c5\u5f53\u8005\u306e\u7570\u52d5\u3084\u9000\u8077\u304c\u3042\u3063\u3066\u3082\u3001\u4e00\u5b9a\u306e\u54c1\u8cea\u57fa\u6e96\u3092\u4fdd\u3061\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n<div style=\"margin:48px 0 8px;display:flex;gap:12px;justify-content:center;flex-wrap:wrap;\"><a href=\"https:\/\/aikanri.genai-ai.co.jp\/aibpo\/makase\/blog\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_content=cc-lora-basics-4&#038;blog_slug=cc-lora-basics-4&#038;blog_title=%E3%80%902026%E5%B9%B410%E6%9C%88%E6%9C%80%E6%96%B0%E3%80%91LoRA%E3%81%A8%E3%81%AF%EF%BC%9F%E4%BB%95%E7%B5%84%E3%81%BF%E3%82%92%E3%82%84%E3%81%95%E3%81%97%E3%81%8F%E8%A7%A3%E8%AA%AC%EF%BD%9CAI%E3%81%AB%E3%80%8C%E4%BC%9A%E7%A4%BE%E3%82%89%E3%81%97%E3%81%95%E3%80%8D%E3%82%92%E8%A6%9A%E3%81%88%E3%81%95%E3%81%9B%E3%82%8B%E8%BF%BD%E5%8A%A0%E5%AD%A6%E7%BF%92%E3%81%AE%E8%80%83%E3%81%88%E6%96%B9%E3%81%A8%E6%A5%AD%E5%8B%99%E6%B4%BB%E7%94%A8%E3%81%AE%E6%B3%A8%E6%84%8F%E7%82%B9&#038;blog_url=https%3A%2F%2Fgenai-ai.co.jp%2Fai-kanri%2Fblog%2Fcc-lora-basics-4%2F&#038;utm_campaign=aibpo_makase\" target=\"_blank\" rel=\"noopener\" aria-label=\"AI\u793e\u54e1AIKATA\uff08\u670830\u4e07\u5186\u3067\u696d\u52d9\u307e\u304b\u305b\u653e\u984c\uff09\u306e\u7121\u6599\u76f8\u8ac7 \u4e88\u7d04\u30da\u30fc\u30b8\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/09\/cta_blog_makase_20260904.jpg\" alt=\"AI\u793e\u54e1AIKATA\uff5c\u670830\u4e07\u5186\u306e\u5b9a\u984d\u3067\u5fa1\u793e\u306e\u696d\u52d9\u3092\u307e\u308b\u3054\u3068\u5dfb\u304d\u53d6\u308a\u307e\u3059\uff08\u7121\u6599\u76f8\u8ac760\u5206\uff09\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><a href=\"https:\/\/aikanri.genai-ai.co.jp\/koteihi-line\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_content=cc-lora-basics-4&#038;blog_slug=cc-lora-basics-4&#038;blog_title=%E3%80%902026%E5%B9%B410%E6%9C%88%E6%9C%80%E6%96%B0%E3%80%91LoRA%E3%81%A8%E3%81%AF%EF%BC%9F%E4%BB%95%E7%B5%84%E3%81%BF%E3%82%92%E3%82%84%E3%81%95%E3%81%97%E3%81%8F%E8%A7%A3%E8%AA%AC%EF%BD%9CAI%E3%81%AB%E3%80%8C%E4%BC%9A%E7%A4%BE%E3%82%89%E3%81%97%E3%81%95%E3%80%8D%E3%82%92%E8%A6%9A%E3%81%88%E3%81%95%E3%81%9B%E3%82%8B%E8%BF%BD%E5%8A%A0%E5%AD%A6%E7%BF%92%E3%81%AE%E8%80%83%E3%81%88%E6%96%B9%E3%81%A8%E6%A5%AD%E5%8B%99%E6%B4%BB%E7%94%A8%E3%81%AE%E6%B3%A8%E6%84%8F%E7%82%B9&#038;blog_url=https%3A%2F%2Fgenai-ai.co.jp%2Fai-kanri%2Fblog%2Fcc-lora-basics-4%2F&#038;utm_campaign=koteihi_shindan\" target=\"_blank\" rel=\"noopener\" aria-label=\"\u516c\u5f0fLINE\u306e\u56fa\u5b9a\u8cbb\u524a\u6e1b\u8a3a\u65ad\uff08\u7121\u6599\u30fb\u7d041\u5206\uff09\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/09\/cta_blog_koteihi_line.jpg\" alt=\"\u5fa1\u793e\u304c\u6e1b\u3089\u305b\u308b\u56fa\u5b9a\u8cbb\u306f\u6708\u3044\u304f\u3089\u304b\uff5c\u516c\u5f0fLINE\u3067\u8cea\u554f\u306b\u7b54\u3048\u308b\u3060\u3051\uff08\u7121\u6599\u30fb\u7d041\u5206\uff09\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><\/div>\n\n\n<div id=\"sec-07\"><\/div>\n<h2 class=\"section-header-img\" style=\"margin:32px 0 24px;border-radius:8px;overflow:hidden;background:linear-gradient(135deg,#1a1a1a 0%,#2a1015 100%);padding:32px 28px;color:#fff;position:relative;border:none;border-left:none;text-align:left;\">\n  <span class=\"section-number\" style=\"display:block;\">07<\/span>\n  <span class=\"section-label\" style=\"display:block;\">GENAI CASE STUDY<\/span>\n  <span class=\"section-title\" style=\"display:block;\">\u3010\u72ec\u81ea\u30c7\u30fc\u30bf\u3011Claude Code\u3067\u300c\u4f1a\u793e\u3089\u3057\u3055\u300d\u3092\u4fdd\u3064GENAI\u306e\u8003\u3048\u65b9<\/span>\n  <span class=\"section-desc\">\u753b\u50cf\u306eLoRA\u3068\u540c\u3058\u767a\u60f3\u3092\u3001\u6587\u7ae0\u30fb\u696d\u52d9AI\u306b\u3082\u5fdc\u7528\u3059\u308b<\/span>\n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f0a\u793e\uff08\u682a\u5f0f\u4f1a\u793eGENAI\uff09\u306f\u753b\u50cf\u751f\u6210AI\u306eLoRA\u5b66\u7fd2\u305d\u306e\u3082\u306e\u3092\u696d\u52d9\u306e\u4e2d\u6838\u306b\u4f7f\u3063\u3066\u3044\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001<strong>\u300cAI\u306b\u4f1a\u793e\u3089\u3057\u3055\u3092\u899a\u3048\u3055\u305b\u308b\u300d\u3068\u3044\u3046\u767a\u60f3\u305d\u306e\u3082\u306e<\/strong>\u306f\u3001Claude Code\u3092\u4f7f\u3063\u305f\u6587\u7ae0\u30fb\u8cc7\u6599\u4f5c\u6210\u306e\u696d\u52d9\u306b\u3082\u5f37\u304f\u5fdc\u7528\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u305d\u306e\u8003\u3048\u65b9\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<table>\n<thead><tr><th>\u9805\u76ee<\/th><th>\u5185\u5bb9<\/th><\/tr><\/thead>\n<tbody>\n<tr><td>\u5951\u7d04\u30d7\u30e9\u30f3<\/td><td>Claude Max 20x\uff08\u6708$200 \/ \u7d0430,000\u5186\uff09<\/td><\/tr>\n<tr><td>\u5229\u7528\u958b\u59cb<\/td><td>2025\u5e74\u5f8c\u534a\u301c<\/td><\/tr>\n<tr><td>\u300c\u4f1a\u793e\u3089\u3057\u3055\u300d\u306e\u518d\u73fe\u65b9\u6cd5<\/td><td>\u30e2\u30c7\u30eb\u306e\u8ffd\u52a0\u5b66\u7fd2\u3067\u306f\u306a\u304f\u3001\u904e\u53bb\u306e\u6587\u7ae0\u30fb\u8cc7\u6599\u3092Claude Code\u306b\u53c2\u7167\u3055\u305b\u308b\u904b\u7528<\/td><\/tr>\n<\/tbody>\n<\/table>\n\n\n\n<h3 class=\"wp-block-heading\">7-1. \u300c\u30e2\u30c7\u30eb\u3092\u5b66\u7fd2\u3057\u76f4\u3059\u300d\u306e\u3067\u306f\u306a\u304f\u300c\u53c2\u7167\u8cc7\u6599\u3092\u6e21\u3059\u300d\u3068\u3044\u3046\u9078\u629e<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">LoRA\u306f\u753b\u50cf\u751f\u6210AI\u306e\u30e2\u30c7\u30eb\u81ea\u4f53\u306b\u624b\u3092\u52a0\u3048\u308b\u624b\u6cd5\u3067\u3059\u304c\u3001Claude Code\u306e\u3088\u3046\u306a\u6587\u7ae0\u30fb\u696d\u52d9\u7cfb\u306eAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5834\u5408\u3001<strong>\u30e2\u30c7\u30eb\u81ea\u4f53\u3092\u8ffd\u52a0\u5b66\u7fd2\u3055\u305b\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u904e\u53bb\u306e\u5b9f\u7e3e\u30c7\u30fc\u30bf\u3084\u6587\u4f53\u306e\u30b5\u30f3\u30d7\u30eb\u3092\u90fd\u5ea6\u53c2\u7167\u3055\u305b\u308b<\/strong>\u65b9\u6cd5\u3067\u3001\u8fd1\u3044\u52b9\u679c\uff08\u4e00\u8cab\u6027\u306e\u3042\u308b\u300c\u4f1a\u793e\u3089\u3057\u3055\u300d\uff09\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306f\u3001LoRA\u304c\u300c\u30e2\u30c7\u30eb\u306b\u6052\u4e45\u7684\u306a\u30d1\u30fc\u30c4\u3092\u8ffd\u52a0\u3059\u308b\u300d\u306e\u306b\u5bfe\u3057\u3001\u300c\u5fc5\u8981\u306a\u6642\u306b\u53c2\u7167\u30c7\u30fc\u30bf\u3092\u6e21\u3059\u300d\u3068\u3044\u3046\u3001\u3088\u308a\u624b\u8efd\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u3059\u3002<\/p>\n\n\n\n<div class=\"g-flow-row\" style=\"margin:24px 0;\">\n  <div class=\"g-flow-item\"><strong>Step 1<\/strong><br><span style=\"font-size:12px;\">\u904e\u53bb\u306e\u6587\u7ae0\u30fb\u8cc7\u6599\u3092<br>\u53c2\u7167\u30c7\u30fc\u30bf\u3068\u3057\u3066<br>\u6574\u7406\u3059\u308b<\/span><\/div>\n  <div class=\"g-flow-arrow\">&#8594;<\/div>\n  <div class=\"g-flow-item\"><strong>Step 2<\/strong><br><span style=\"font-size:12px;\">Claude Code\u306b<br>\u6307\u793a\u3068\u5408\u308f\u305b\u3066<br>\u8aad\u307f\u8fbc\u307e\u305b\u308b<\/span><\/div>\n  <div class=\"g-flow-arrow\">&#8594;<\/div>\n  <div class=\"g-flow-item\"><strong>Step 3<\/strong><br><span style=\"font-size:12px;\">\u30c8\u30f3\u30de\u30ca\u3092\u4fdd\u3063\u305f<br>\u6587\u7ae0\u30fb\u8cc7\u6599\u3092<br>\u751f\u6210<\/span><\/div>\n  <div class=\"g-flow-arrow\">&#8594;<\/div>\n  <div class=\"g-flow-item\"><strong>Step 4<\/strong><br><span style=\"font-size:12px;\">\u826f\u304b\u3063\u305f\u51fa\u529b\u3092<br>\u6b21\u56de\u306e\u53c2\u7167\u30c7\u30fc\u30bf\u306b<br>\u8ffd\u52a0\u3059\u308b<\/span><\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u30b5\u30a4\u30af\u30eb\u3092\u7e70\u308a\u8fd4\u3059\u3053\u3068\u3067\u3001<strong>\u300c\u6bce\u56de\u30bc\u30ed\u304b\u3089\u4f1a\u793e\u306e\u30c8\u30f3\u30de\u30ca\u3092\u8aac\u660e\u3059\u308b\u300d\u624b\u9593\u3092\u7701\u304d\u306a\u304c\u3089\u3001\u4e00\u8cab\u6027\u306e\u3042\u308b\u51fa\u529b<\/strong>\u3092\u5f97\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002LoRA\u304c\u753b\u50cf\u306e\u4e16\u754c\u3067\u5b9f\u73fe\u3057\u3066\u3044\u308b\u300c\u5b89\u5b9a\u3057\u305f\u518d\u73fe\u6027\u300d\u3092\u3001\u6587\u7ae0\u30fb\u8cc7\u6599\u306e\u4e16\u754c\u3067\u3082\u5b9f\u8cea\u7684\u306b\u518d\u73fe\u3057\u3066\u3044\u308b\u3068\u3044\u3046\u7406\u89e3\u3067\u3059\u3002<\/p>\n\n\n\n<div style=\"background:#fef2f2;border:2px solid #dc2626;border-radius:8px;padding:20px 24px;margin:24px 0;\">\n  <div style=\"display:flex;align-items:center;gap:8px;margin-bottom:12px;\">\n    <span style=\"font-size:20px;\">&#9888;&#65039;<\/span>\n    <strong style=\"color:#dc2626;font-size:16px;\">\u6570\u5024\u306e\u6ce8\u610f\u66f8\u304d<\/strong>\n  <\/div>\n  <p style=\"margin:0;font-size:15px;line-height:1.8;color:#333;\">\u4e0a\u8a18\u306fClaude Code\u306e\u904b\u7528\u306b\u304a\u3051\u308b\u5f0a\u793e\u306e\u808c\u611f\u30d9\u30fc\u30b9\u306e\u5b9f\u8df5\u4f8b\u3067\u3042\u308a\u3001LoRA\u306e\u3088\u3046\u306a\u753b\u50cf\u30e2\u30c7\u30eb\u306e\u6280\u8853\u7684\u306a\u8ffd\u52a0\u5b66\u7fd2\u3068\u306f\u4ed5\u7d44\u307f\u304c\u7570\u306a\u308a\u307e\u3059\u3002\u300c\u4f1a\u793e\u3089\u3057\u3055\u3092\u4fdd\u3064\u300d\u3068\u3044\u3046\u76ee\u7684\u306b\u304a\u3051\u308b\u767a\u60f3\u306e\u5171\u901a\u70b9\u3068\u3057\u3066\u7d39\u4ecb\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<\/div>\n\n\n\n<div class=\"balloon-wrap\">\n  <div class=\"balloon-icon\">\n    <img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/04\/ceo-sugasawa.jpg\" alt=\"\u4ee3\u8868\u83c5\u6fa4\">\n    <span class=\"balloon-name\">\u4ee3\u8868\u83c5\u6fa4<\/span>\n  <\/div>\n  <div class=\"balloon-body\">\u300cAI\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3092\u52a0\u3048\u308b\u300d\u3068\u3044\u3046\u76ee\u7684\u306f\u753b\u50cf\u3082\u6587\u7ae0\u3082\u5171\u901a\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u3084\u308a\u65b9\u306f\u30c4\u30fc\u30eb\u3054\u3068\u306b\u7570\u306a\u308a\u307e\u3059\u3002\u5f0a\u793e\u3067\u306f\u3001\u91cd\u539a\u306a\u8ffd\u52a0\u5b66\u7fd2\u3092\u884c\u3046\u306e\u3067\u306f\u306a\u304f\u3001\u8efd\u91cf\u306a\u53c2\u7167\u30c7\u30fc\u30bf\u306e\u904b\u7528\u3067\u5341\u5206\u306a\u52b9\u679c\u3092\u5f97\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/div>\n<\/div>\n\n\n\n<div class=\"balloon-wrap is-right\">\n  <div class=\"balloon-icon\">\n    <img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/04\/yamazaki-avatar.png\" alt=\"AI\u9b3c\u7ba1\u7406\u5c71\u5d0e\">\n    <span class=\"balloon-name\">AI\u9b3c\u7ba1\u7406\u5c71\u5d0e<\/span>\n  <\/div>\n  <div class=\"balloon-body\">\u65b0\u3057\u3044AI\u6280\u8853\u306e\u540d\u524d\u3092\u805e\u304f\u3068\u8eab\u69cb\u3048\u3066\u3057\u307e\u3044\u304c\u3061\u3067\u3059\u304c\u3001\u300c\u7d50\u5c40\u4f55\u3092\u5b9f\u73fe\u3057\u305f\u3044\u306e\u304b\u300d\u3068\u3044\u3046\u76ee\u7684\u306b\u7acb\u3061\u8fd4\u308b\u3068\u3001\u81ea\u793e\u3067\u3082\u5b9f\u8df5\u3067\u304d\u308b\u624b\u8efd\u306a\u65b9\u6cd5\u304c\u898b\u3064\u304b\u308b\u3053\u3068\u304c\u591a\u3044\u3067\u3059\u3002LoRA\u3082\u3001\u305d\u306e\u4ee3\u8868\u7684\u306a\u4f8b\u3060\u3068\u601d\u3044\u307e\u3059\u3002<\/div>\n<\/div>\n\n\n<div style=\"margin:48px 0 8px;display:flex;gap:12px;justify-content:center;flex-wrap:wrap;\"><a href=\"https:\/\/aikanri.genai-ai.co.jp\/aibpo\/makase\/blog\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_content=cc-lora-basics-4&#038;blog_slug=cc-lora-basics-4&#038;blog_title=%E3%80%902026%E5%B9%B410%E6%9C%88%E6%9C%80%E6%96%B0%E3%80%91LoRA%E3%81%A8%E3%81%AF%EF%BC%9F%E4%BB%95%E7%B5%84%E3%81%BF%E3%82%92%E3%82%84%E3%81%95%E3%81%97%E3%81%8F%E8%A7%A3%E8%AA%AC%EF%BD%9CAI%E3%81%AB%E3%80%8C%E4%BC%9A%E7%A4%BE%E3%82%89%E3%81%97%E3%81%95%E3%80%8D%E3%82%92%E8%A6%9A%E3%81%88%E3%81%95%E3%81%9B%E3%82%8B%E8%BF%BD%E5%8A%A0%E5%AD%A6%E7%BF%92%E3%81%AE%E8%80%83%E3%81%88%E6%96%B9%E3%81%A8%E6%A5%AD%E5%8B%99%E6%B4%BB%E7%94%A8%E3%81%AE%E6%B3%A8%E6%84%8F%E7%82%B9&#038;blog_url=https%3A%2F%2Fgenai-ai.co.jp%2Fai-kanri%2Fblog%2Fcc-lora-basics-4%2F&#038;utm_campaign=aibpo_makase\" target=\"_blank\" rel=\"noopener\" aria-label=\"AI\u793e\u54e1AIKATA\uff08\u670830\u4e07\u5186\u3067\u696d\u52d9\u307e\u304b\u305b\u653e\u984c\uff09\u306e\u7121\u6599\u76f8\u8ac7 \u4e88\u7d04\u30da\u30fc\u30b8\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/09\/cta_blog_makase_20260904.jpg\" alt=\"AI\u793e\u54e1AIKATA\uff5c\u670830\u4e07\u5186\u306e\u5b9a\u984d\u3067\u5fa1\u793e\u306e\u696d\u52d9\u3092\u307e\u308b\u3054\u3068\u5dfb\u304d\u53d6\u308a\u307e\u3059\uff08\u7121\u6599\u76f8\u8ac760\u5206\uff09\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><a href=\"https:\/\/aikanri.genai-ai.co.jp\/koteihi-line\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_content=cc-lora-basics-4&#038;blog_slug=cc-lora-basics-4&#038;blog_title=%E3%80%902026%E5%B9%B410%E6%9C%88%E6%9C%80%E6%96%B0%E3%80%91LoRA%E3%81%A8%E3%81%AF%EF%BC%9F%E4%BB%95%E7%B5%84%E3%81%BF%E3%82%92%E3%82%84%E3%81%95%E3%81%97%E3%81%8F%E8%A7%A3%E8%AA%AC%EF%BD%9CAI%E3%81%AB%E3%80%8C%E4%BC%9A%E7%A4%BE%E3%82%89%E3%81%97%E3%81%95%E3%80%8D%E3%82%92%E8%A6%9A%E3%81%88%E3%81%95%E3%81%9B%E3%82%8B%E8%BF%BD%E5%8A%A0%E5%AD%A6%E7%BF%92%E3%81%AE%E8%80%83%E3%81%88%E6%96%B9%E3%81%A8%E6%A5%AD%E5%8B%99%E6%B4%BB%E7%94%A8%E3%81%AE%E6%B3%A8%E6%84%8F%E7%82%B9&#038;blog_url=https%3A%2F%2Fgenai-ai.co.jp%2Fai-kanri%2Fblog%2Fcc-lora-basics-4%2F&#038;utm_campaign=koteihi_shindan\" target=\"_blank\" rel=\"noopener\" aria-label=\"\u516c\u5f0fLINE\u306e\u56fa\u5b9a\u8cbb\u524a\u6e1b\u8a3a\u65ad\uff08\u7121\u6599\u30fb\u7d041\u5206\uff09\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/09\/cta_blog_koteihi_line.jpg\" alt=\"\u5fa1\u793e\u304c\u6e1b\u3089\u305b\u308b\u56fa\u5b9a\u8cbb\u306f\u6708\u3044\u304f\u3089\u304b\uff5c\u516c\u5f0fLINE\u3067\u8cea\u554f\u306b\u7b54\u3048\u308b\u3060\u3051\uff08\u7121\u6599\u30fb\u7d041\u5206\uff09\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><\/div>\n\n\n<div id=\"sec-08\"><\/div>\n<h2 class=\"section-header-img\" style=\"margin:32px 0 24px;border-radius:8px;overflow:hidden;background:linear-gradient(135deg,#1a1a1a 0%,#2a1015 100%);padding:32px 28px;color:#fff;position:relative;border:none;border-left:none;text-align:left;\">\n  <span class=\"section-number\" style=\"display:block;\">08<\/span>\n  <span class=\"section-label\" style=\"display:block;\">FOR NON-ENGINEERS<\/span>\n  <span class=\"section-title\" style=\"display:block;\">\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u304cLoRA\u5c0e\u5165\u3092\u691c\u8a0e\u3059\u308b\u969b\u306e\u5224\u65ad\u57fa\u6e96<\/span>\n  <span class=\"section-desc\">\u300c\u81ea\u793e\u3067\u3084\u308b\u3079\u304d\u304b\u300d\u300c\u5916\u90e8\u306b\u4efb\u305b\u308b\u3079\u304d\u304b\u300d\u306e\u898b\u6975\u3081\u65b9<\/span>\n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">LoRA\u306e\u6280\u8853\u7684\u306a\u5b9f\u88c5\uff08\u5b66\u7fd2\u30fb\u5c0e\u5165\u4f5c\u696d\uff09\u306b\u306f\u4e00\u5b9a\u306e\u5c02\u9580\u77e5\u8b58\u304c\u5fc5\u8981\u3067\u3059\u3002\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u7d4c\u55b6\u8005\u30fb\u7ba1\u7406\u8077\u304c\u691c\u8a0e\u3059\u308b\u969b\u306f\u3001\u4ee5\u4e0b\u306e\u57fa\u6e96\u3067\u5224\u65ad\u3059\u308b\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"background:#fafafa;border-radius:8px;padding:16px 20px;margin:16px 0;border-left:4px solid #dc2626;\">\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span><strong>\u300c\u540c\u3058\u30b9\u30bf\u30a4\u30eb\u30fb\u30ad\u30e3\u30e9\u30af\u30bf\u30fc\u3092\u5927\u91cf\u306b\u3001\u7d99\u7d9a\u7684\u306b\u751f\u6210\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u304b\u300d<\/strong>\u3092\u81ea\u554f\u3059\u308b\u3002\u4e00\u6642\u7684\u306a\u5229\u7528\u3067\u3042\u308c\u3070\u3001\u90fd\u5ea6\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u6307\u793a\u3059\u308b\u65b9\u304c\u624b\u8efd\u306a\u5834\u5408\u3082\u3042\u308b<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span><strong>\u793e\u5185\u306bLoRA\u306e\u5b66\u7fd2\u30fb\u904b\u7528\u304c\u3067\u304d\u308b\u4eba\u6750\u304c\u3044\u308b\u304b<\/strong>\u3092\u78ba\u8a8d\u3059\u308b\u3002\u3044\u306a\u3044\u5834\u5408\u306f\u3001\u5916\u90e8\u306e\u5c02\u9580\u4f01\u696d\u3078\u306e\u59d4\u8a17\u3084\u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0\u306e\u6d3b\u7528\u3092\u691c\u8a0e\u3059\u308b<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span><strong>\u8457\u4f5c\u6a29\u30fb\u30e9\u30a4\u30bb\u30f3\u30b9\u9762\u306e\u30c1\u30a7\u30c3\u30af\u4f53\u5236<\/strong>\u3092\u5c0e\u5165\u524d\u306b\u6574\u3048\u3066\u304a\u304f\u3002\u751f\u6210\u7269\u3092\u793e\u5916\u3067\u4f7f\u3046\u524d\u63d0\u306a\u3089\u3001\u3053\u306e\u4f53\u5236\u306f\u5fc5\u9808\u3067\u3042\u308b<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span><strong>\u307e\u305a\u306f\u65e2\u5b58\u306e\u753b\u50cf\u751f\u6210AI\u30c4\u30fc\u30eb\u306e\u6a19\u6e96\u6a5f\u80fd\u3067\u4ee3\u66ff\u3067\u304d\u306a\u3044\u304b<\/strong>\u3092\u78ba\u8a8d\u3059\u308b\u3002LoRA\u304c\u672c\u5f53\u306b\u5fc5\u8981\u306a\u8981\u4ef6\u304b\u3069\u3046\u304b\u3092\u898b\u6975\u3081\u3066\u304b\u3089\u5c0e\u5165\u3092\u5224\u65ad\u3059\u308b<\/span><\/div>\n\n<\/div>\n\n\n\n<div class=\"balloon-wrap\">\n  <div class=\"balloon-icon\">\n    <img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/04\/ceo-sugasawa.jpg\" alt=\"\u4ee3\u8868\u83c5\u6fa4\">\n    <span class=\"balloon-name\">\u4ee3\u8868\u83c5\u6fa4<\/span>\n  <\/div>\n  <div class=\"balloon-body\">\u65b0\u3057\u3044\u6280\u8853\u7528\u8a9e\u3092\u898b\u308b\u3068\u300c\u3046\u3061\u3082\u5c0e\u5165\u3057\u306a\u3051\u308c\u3070\u300d\u3068\u601d\u3063\u3066\u3057\u307e\u3044\u304c\u3061\u3067\u3059\u304c\u3001\u307e\u305a\u300c\u81ea\u793e\u306e\u8ab2\u984c\u304c\u305d\u306e\u6280\u8853\u3067\u672c\u5f53\u306b\u89e3\u6c7a\u3059\u308b\u306e\u304b\u300d\u3092\u898b\u6975\u3081\u308b\u3053\u3068\u304c\u5148\u3067\u3059\u3002LoRA\u3082\u4f8b\u5916\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u5224\u65ad\u306b\u8ff7\u3063\u305f\u5834\u5408\u306f\u3001<strong>\u307e\u305a\u5c0f\u3055\u304f\u8a66\u3057\u3066\u304b\u3089\u672c\u683c\u5c0e\u5165\u3092\u6c7a\u3081\u308b<\/strong>\u3068\u3044\u3046\u9032\u3081\u65b9\u304c\u5b89\u5168\u3067\u3059\u3002\u65e2\u5b58\u306e\u914d\u5e03LoRA\u30d5\u30a1\u30a4\u30eb\u3092\u9650\u5b9a\u7684\u306a\u793e\u5185\u7528\u9014\u3067\u8a66\u3057\u3001\u300c\u672c\u5f53\u306b\u30d3\u30b8\u30cd\u30b9\u4e0a\u306e\u8ab2\u984c\u3092\u89e3\u6c7a\u3067\u304d\u308b\u304b\u300d\u300c\u904b\u7528\u306e\u624b\u9593\u306b\u898b\u5408\u3046\u52b9\u679c\u304c\u3042\u308b\u304b\u300d\u3092\u6570\u9031\u9593\u304b\u3051\u3066\u898b\u6975\u3081\u305f\u3046\u3048\u3067\u3001\u81ea\u793e\u5c02\u7528\u306eLoRA\u4f5c\u6210\u3084\u5916\u90e8\u59d4\u8a17\u306e\u691c\u8a0e\u306b\u9032\u3080\u306e\u304c\u3001\u5931\u6557\u306e\u5c11\u306a\u3044\u9806\u5e8f\u3067\u3059\u3002<\/p>\n\n\n<div style=\"margin:48px 0 8px;display:flex;gap:12px;justify-content:center;flex-wrap:wrap;\"><a href=\"https:\/\/aikanri.genai-ai.co.jp\/aibpo\/makase\/blog\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_content=cc-lora-basics-4&#038;blog_slug=cc-lora-basics-4&#038;blog_title=%E3%80%902026%E5%B9%B410%E6%9C%88%E6%9C%80%E6%96%B0%E3%80%91LoRA%E3%81%A8%E3%81%AF%EF%BC%9F%E4%BB%95%E7%B5%84%E3%81%BF%E3%82%92%E3%82%84%E3%81%95%E3%81%97%E3%81%8F%E8%A7%A3%E8%AA%AC%EF%BD%9CAI%E3%81%AB%E3%80%8C%E4%BC%9A%E7%A4%BE%E3%82%89%E3%81%97%E3%81%95%E3%80%8D%E3%82%92%E8%A6%9A%E3%81%88%E3%81%95%E3%81%9B%E3%82%8B%E8%BF%BD%E5%8A%A0%E5%AD%A6%E7%BF%92%E3%81%AE%E8%80%83%E3%81%88%E6%96%B9%E3%81%A8%E6%A5%AD%E5%8B%99%E6%B4%BB%E7%94%A8%E3%81%AE%E6%B3%A8%E6%84%8F%E7%82%B9&#038;blog_url=https%3A%2F%2Fgenai-ai.co.jp%2Fai-kanri%2Fblog%2Fcc-lora-basics-4%2F&#038;utm_campaign=aibpo_makase\" target=\"_blank\" rel=\"noopener\" aria-label=\"AI\u793e\u54e1AIKATA\uff08\u670830\u4e07\u5186\u3067\u696d\u52d9\u307e\u304b\u305b\u653e\u984c\uff09\u306e\u7121\u6599\u76f8\u8ac7 \u4e88\u7d04\u30da\u30fc\u30b8\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/09\/cta_blog_makase_20260904.jpg\" alt=\"AI\u793e\u54e1AIKATA\uff5c\u670830\u4e07\u5186\u306e\u5b9a\u984d\u3067\u5fa1\u793e\u306e\u696d\u52d9\u3092\u307e\u308b\u3054\u3068\u5dfb\u304d\u53d6\u308a\u307e\u3059\uff08\u7121\u6599\u76f8\u8ac760\u5206\uff09\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><a href=\"https:\/\/aikanri.genai-ai.co.jp\/koteihi-line\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_content=cc-lora-basics-4&#038;blog_slug=cc-lora-basics-4&#038;blog_title=%E3%80%902026%E5%B9%B410%E6%9C%88%E6%9C%80%E6%96%B0%E3%80%91LoRA%E3%81%A8%E3%81%AF%EF%BC%9F%E4%BB%95%E7%B5%84%E3%81%BF%E3%82%92%E3%82%84%E3%81%95%E3%81%97%E3%81%8F%E8%A7%A3%E8%AA%AC%EF%BD%9CAI%E3%81%AB%E3%80%8C%E4%BC%9A%E7%A4%BE%E3%82%89%E3%81%97%E3%81%95%E3%80%8D%E3%82%92%E8%A6%9A%E3%81%88%E3%81%95%E3%81%9B%E3%82%8B%E8%BF%BD%E5%8A%A0%E5%AD%A6%E7%BF%92%E3%81%AE%E8%80%83%E3%81%88%E6%96%B9%E3%81%A8%E6%A5%AD%E5%8B%99%E6%B4%BB%E7%94%A8%E3%81%AE%E6%B3%A8%E6%84%8F%E7%82%B9&#038;blog_url=https%3A%2F%2Fgenai-ai.co.jp%2Fai-kanri%2Fblog%2Fcc-lora-basics-4%2F&#038;utm_campaign=koteihi_shindan\" target=\"_blank\" rel=\"noopener\" aria-label=\"\u516c\u5f0fLINE\u306e\u56fa\u5b9a\u8cbb\u524a\u6e1b\u8a3a\u65ad\uff08\u7121\u6599\u30fb\u7d041\u5206\uff09\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/09\/cta_blog_koteihi_line.jpg\" alt=\"\u5fa1\u793e\u304c\u6e1b\u3089\u305b\u308b\u56fa\u5b9a\u8cbb\u306f\u6708\u3044\u304f\u3089\u304b\uff5c\u516c\u5f0fLINE\u3067\u8cea\u554f\u306b\u7b54\u3048\u308b\u3060\u3051\uff08\u7121\u6599\u30fb\u7d041\u5206\uff09\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><\/div>\n\n\n<div id=\"sec-09\"><\/div>\n<h2 class=\"section-header-img\" style=\"margin:32px 0 24px;border-radius:8px;overflow:hidden;background:linear-gradient(135deg,#1a1a1a 0%,#2a1015 100%);padding:32px 28px;color:#fff;position:relative;border:none;border-left:none;text-align:left;\">\n  <span class=\"section-number\" style=\"display:block;\">09<\/span>\n  <span class=\"section-label\" style=\"display:block;\">CONCLUSION<\/span>\n  <span class=\"section-title\" style=\"display:block;\">\u307e\u3068\u3081 \u2500\u2500 LoRA\u306f\u300c\u52b9\u7387\u7684\u306bAI\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3059\u308b\u300d\u767a\u60f3\u306e\u597d\u4f8b<\/span>\n  <span class=\"section-desc\">\u6280\u8853\u306e\u8a73\u7d30\u3088\u308a\u3001\u76ee\u7684\u9054\u6210\u3078\u306e\u5fdc\u7528\u306e\u4ed5\u65b9\u3092\u7406\u89e3\u3059\u308b<\/span>\n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001LoRA\u306e\u4ed5\u7d44\u307f\u3092\u6bd4\u55a9\u3092\u4f7f\u3063\u3066\u6574\u7406\u3057\u3001\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3084Checkpoint\u3068\u306e\u9055\u3044\u3001\u30d3\u30b8\u30cd\u30b9\u3067\u306e\u6d3b\u7528\u4e8b\u4f8b\u3001\u8457\u4f5c\u6a29\u9762\u306e\u6ce8\u610f\u70b9\u3001\u305d\u3057\u3066Claude Code\u3067\u300c\u4f1a\u793e\u3089\u3057\u3055\u300d\u3092\u4fdd\u3064GENAI\u306e\u5b9f\u8df5\u4f8b\u307e\u3067\u3092\u89e3\u8aac\u3057\u307e\u3057\u305f\u3002\u6700\u5f8c\u306b\u30dd\u30a4\u30f3\u30c8\u3092\u632f\u308a\u8fd4\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"background:#fafafa;border-radius:8px;padding:16px 20px;margin:16px 0;border-left:4px solid #dc2626;\">\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span>LoRA\u306f\u3001AI\u30e2\u30c7\u30eb\u5168\u4f53\u3092\u4f5c\u308a\u76f4\u3055\u305a\u3001\u7279\u5b9a\u306e\u30b9\u30bf\u30a4\u30eb\u30fb\u30ad\u30e3\u30e9\u30af\u30bf\u30fc\u3092\u518d\u73fe\u3059\u308b\u5c0f\u3055\u306a\u8ffd\u52a0\u30d1\u30fc\u30c4\u3092\u52b9\u7387\u7684\u306b\u5b66\u7fd2\u3055\u305b\u308b\u624b\u6cd5<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span>\u30d5\u30eb\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3068\u6bd4\u3079\u3066\u3001\u5fc5\u8981\u306a\u5b66\u7fd2\u30c7\u30fc\u30bf\u91cf\u30fb\u6642\u9593\u30fb\u8a08\u7b97\u8cc7\u6e90\u304c\u5c11\u306a\u304f\u6e08\u3080<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span>Checkpoint\u306f\u300c\u30e2\u30c7\u30eb\u672c\u4f53\u300d\u3001LoRA\u306f\u300c\u305d\u308c\u306b\u8ffd\u52a0\u3059\u308b\u30d1\u30fc\u30c4\u300d\u3068\u3044\u3046\u95a2\u4fc2\u6027\u3067\u7406\u89e3\u3059\u308b<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span>EC\u5546\u54c1\u753b\u50cf\u30fb\u30b2\u30fc\u30e0\u5236\u4f5c\u30fb\u5e83\u544a\u30d0\u30ca\u30fc\u306a\u3069\u3001\u4e00\u8cab\u6027\u3068\u91cf\u7523\u52b9\u7387\u304c\u6c42\u3081\u3089\u308c\u308b\u5834\u9762\u3067\u306e\u6d3b\u7528\u4fa1\u5024\u304c\u9ad8\u3044<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span>\u914d\u5e03\u3055\u308c\u3066\u3044\u308bLoRA\u30d5\u30a1\u30a4\u30eb\u3092\u696d\u52d9\u3067\u4f7f\u3046\u969b\u306f\u3001\u5546\u7528\u5229\u7528\u30e9\u30a4\u30bb\u30f3\u30b9\u3068\u5b66\u7fd2\u5143\u30c7\u30fc\u30bf\u306e\u8457\u4f5c\u6a29\u30ea\u30b9\u30af\u3092\u5fc5\u305a\u78ba\u8a8d\u3059\u308b<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span>\u300cAI\u306b\u4f1a\u793e\u3089\u3057\u3055\u3092\u899a\u3048\u3055\u305b\u308b\u300d\u3068\u3044\u3046\u767a\u60f3\u306f\u3001\u753b\u50cf\u751f\u6210\u306b\u9650\u3089\u305a\u6587\u7ae0\u30fb\u696d\u52d9AI\u5168\u822c\u306b\u5fdc\u7528\u3067\u304d\u308b<\/span><\/div>\n\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u3082\u91cd\u8981\u306a\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u304a\u4f1d\u3048\u3057\u307e\u3059\u3002<strong>LoRA\u3068\u3044\u3046\u6280\u8853\u540d\u305d\u306e\u3082\u306e\u3092\u899a\u3048\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093<\/strong>\u3002\u91cd\u8981\u306a\u306e\u306f\u3001\u300cAI\u3092\u52b9\u7387\u7684\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3057\u3001\u4e00\u8cab\u6027\u306e\u3042\u308b\u6210\u679c\u7269\u3092\u5b89\u5b9a\u3057\u3066\u5f97\u308b\u300d\u3068\u3044\u3046\u767a\u60f3\u3067\u3059\u3002\u3053\u306e\u767a\u60f3\u306f\u3001\u753b\u50cf\u751f\u6210\u3060\u3051\u3067\u306a\u304f\u3001Claude Code\u3092\u4f7f\u3063\u305f\u6587\u7ae0\u30fb\u8cc7\u6599\u4f5c\u6210\u306e\u696d\u52d9\u306b\u3082\u5fdc\u7528\u3067\u304d\u308b\u3001\u6c4e\u7528\u6027\u306e\u9ad8\u3044\u8003\u3048\u65b9\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f0a\u793e\u3067\u306f\u3001Claude Code\u306b\u904e\u53bb\u306e\u5b9f\u7e3e\u30fb\u6587\u4f53\u306e\u30b5\u30f3\u30d7\u30eb\u3092\u53c2\u7167\u3055\u305b\u308b\u3053\u3068\u3067\u3001\u91cd\u539a\u306a\u8ffd\u52a0\u5b66\u7fd2\u3092\u884c\u308f\u305a\u306b\u300c\u4f1a\u793e\u3089\u3057\u3055\u300d\u3092\u4fdd\u3063\u305f\u6210\u679c\u7269\u3092\u4f5c\u308b\u904b\u7528\u3092\u7d9a\u3051\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u8003\u3048\u65b9\u306b\u5171\u611f\u3044\u305f\u3060\u3051\u305f\u65b9\u306f\u3001\u305c\u3072\u4ee5\u4e0b\u306eAI\u9b3c\u7ba1\u7406\u307e\u3067\u304a\u6c17\u8efd\u306b\u3054\u76f8\u8ac7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<div class=\"balloon-wrap\">\n  <div class=\"balloon-icon\">\n    <img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/04\/ceo-sugasawa.jpg\" alt=\"\u4ee3\u8868\u83c5\u6fa4\">\n    <span class=\"balloon-name\">\u4ee3\u8868\u83c5\u6fa4<\/span>\n  <\/div>\n  <div class=\"balloon-body\">\u5f0a\u793e\u3067\u306f\u300cAI\u9b3c\u7ba1\u7406\u300d\u3068\u3044\u3046\u30b5\u30fc\u30d3\u30b9\u3067\u3001Claude Code\u3092\u4f7f\u3063\u305f\u696d\u52d9\u81ea\u52d5\u5316\u306e\u8a2d\u8a08\u304b\u3089\u3001\u300cAI\u306b\u3069\u3046\u3084\u3063\u3066\u81ea\u793e\u3089\u3057\u3055\u3092\u53cd\u6620\u3055\u305b\u308b\u304b\u300d\u3068\u3044\u3046\u5b9f\u8df5\u7684\u306a\u5de5\u592b\u307e\u3067\u542b\u3081\u3066\u4f34\u8d70\u652f\u63f4\u3057\u3066\u3044\u307e\u3059\u3002\u304a\u6c17\u8efd\u306b\u3054\u76f8\u8ac7\u304f\u3060\u3055\u3044\u3002<\/div>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">AI\u306b\u300c\u4f1a\u793e\u3089\u3057\u3055\u300d\u3092\u53cd\u6620\u3055\u305b\u308b\u8a2d\u8a08\u3092\u3001AI\u9b3c\u7ba1\u7406\u304c\u4e00\u7dd2\u306b\u8003\u3048\u307e\u3059<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u753b\u50cf\u751f\u6210\u306eLoRA\u306e\u3088\u3046\u306b\u3001\u6587\u7ae0\u30fb\u696d\u52d9AI\u306b\u3082\u300c\u4e00\u8cab\u6027\u3092\u4fdd\u3064\u5de5\u592b\u300d\u304c\u5fc5\u8981\u3067\u3059\u3002<br>\u5f0a\u793e\u306e\u5b9f\u904b\u7528\u30ce\u30a6\u30cf\u30a6\u3092\u30d9\u30fc\u30b9\u306b\u3001\u8cb4\u793e\u306b\u5408\u3063\u305fAI\u6d3b\u7528\u306e\u8a2d\u8a08\u3092\u500b\u5225\u306b\u3054\u76f8\u8ac7\u3044\u305f\u3060\u3051\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"balloon-wrap is-right\">\n  <div class=\"balloon-icon\">\n    <img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/04\/yamazaki-avatar.png\" alt=\"AI\u9b3c\u7ba1\u7406\u5c71\u5d0e\">\n    <span class=\"balloon-name\">AI\u9b3c\u7ba1\u7406\u5c71\u5d0e<\/span>\n  <\/div>\n  <div class=\"balloon-body\">\u300cAI\u306e\u51fa\u529b\u304c\u3044\u3064\u3082\u9055\u3046\u30c8\u30f3\u30de\u30ca\u306b\u306a\u3063\u3066\u3057\u307e\u3046\u300d\u3068\u3044\u3046\u65b9\u306b\u6700\u9069\u3067\u3059\u3002\u307e\u305a\u306f\u7121\u6599\u76f8\u8ac7\u3067\u3001\u8cb4\u793e\u306b\u5408\u3063\u305f\u4e00\u8cab\u6027\u306e\u4f5c\u308a\u65b9\u3092\u4e00\u7dd2\u306b\u898b\u3064\u3051\u307e\u3057\u3087\u3046\u3002<\/div>\n<\/div>\n\n\n\n<p>\u3053\u3053\u304b\u3089\u5148\u306e\u9032\u3081\u65b9\u306f\u3001\u5927\u304d\u304f2\u3064\u3042\u308a\u307e\u3059\u3002<\/p>\n<p><strong>\u81ea\u793e\u3067\u56de\u305b\u308b\u3088\u3046\u306b\u306a\u308a\u305f\u3044\u65b9<\/strong>\u306f\u3001<strong>AI\u9b3c\u7ba1\u7406<\/strong>\u3067Claude Code\uff0fCodex\u306e\u4f7f\u3044\u65b9\u304b\u3089\u696d\u52d9\u8a2d\u8a08\u30fb\u793e\u5185\u5b9a\u7740\u307e\u3067\u4f34\u8d70\u3092\u53d7\u3051\u306a\u304c\u3089\u3001\u793e\u5185\u306b\u4ed5\u7d44\u307f\u3092\u4f5c\u308b\u9053\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p><strong>\u899a\u3048\u308b\u3088\u308a\u4efb\u305b\u305f\u3044\u65b9<\/strong>\u306f\u3001<strong>AI\u793e\u54e1AIKATA<\/strong>\u3067\u3053\u306e\u8a18\u4e8b\u306e\u3088\u3046\u306a\u5b9a\u578b\u696d\u52d9\u3092\u4e38\u3054\u3068\u9810\u3051\u308b\u9053\u304c\u3042\u308a\u307e\u3059\u3002\u6599\u91d1\u306f\u670830\u4e07\u5186\u306e\u6708\u984d\u5b9a\u984d\u3001\u8ffd\u52a0\u8cbb\u7528\u306f0\u5186\u3067\u3059\u3002<\/p>\n<p>\u3069\u3061\u3089\u304c\u5408\u3046\u304b\u306f\u3001\u696d\u52d9\u91cf\u3068\u793e\u5185\u4f53\u5236\u6b21\u7b2c\u3067\u3059\u3002\u7121\u6599\u76f8\u8ac7\u30fb\u7121\u6599\u9069\u5408\u8a3a\u65ad\u3067\u3001\u8cb4\u793e\u306e\u5834\u5408\u306f\u3069\u3061\u3089\u304c\u5411\u304f\u304b\u304b\u3089\u3054\u76f8\u8ac7\u3044\u305f\u3060\u3051\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"background:#fff;border:2px solid #eee;border-radius:16px;padding:32px 20px;margin:48px 0 16px;\">\n  <p style=\"text-align:center;font-size:13px;font-weight:700;color:#dc2626;letter-spacing:2px;margin:0 0 12px;\">NEXT STEP<\/p>\n  <p style=\"text-align:center;font-size:22px;font-weight:800;line-height:1.5;color:#1a1a1a;margin:0 0 24px;\">\u3053\u306e\u8a18\u4e8b\u306e\u5185\u5bb9\u3092\u3001\u3042\u306a\u305f\u306e\u30d3\u30b8\u30cd\u30b9\u3067<br>\u5b9f\u8df5\u3057\u3066\u307f\u307e\u305b\u3093\u304b\uff1f<\/p>\n  <div style=\"display:flex;gap:16px;flex-wrap:wrap;justify-content:center;\">\n    <div style=\"flex:1 1 300px;max-width:560px;background:#fafafa;border:1px solid #eee;border-radius:12px;overflow:hidden;display:flex;flex-direction:column;\">\n      <img src=\"https:\/\/genai-ai.co.jp\/img\/flagship-onikanri.png\" alt=\"AI\u9b3c\u7ba1\u7406 \u2014 Claude Code\u5c0e\u5165\u652f\u63f4\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\" loading=\"lazy\" decoding=\"async\" style=\"width:100%;height:auto;aspect-ratio:16\/9;object-fit:cover;display:block;\">\n      <div style=\"padding:20px 20px 24px;display:flex;flex-direction:column;flex:1;\">\n        <p style=\"font-size:13px;color:#dc2626;font-weight:700;margin:0 0 8px;\">AI\u6d3b\u7528\u3092\u81ea\u793e\u3067\u56de\u305b\u308b\u3088\u3046\u306b\u306a\u308a\u305f\u3044\u65b9\u3078<\/p>\n        <p style=\"font-size:20px;font-weight:800;color:#1a1a1a;margin:0 0 12px;\">AI\u9b3c\u7ba1\u7406<\/p>\n        <p style=\"font-size:14px;color:#555;margin:0 0 20px;line-height:1.7;\">Claude Code\u30fbCowork\u5c0e\u5165\u652f\u63f4\u304b\u3089\u696d\u52d9\u8a2d\u8a08\u30fb\u793e\u5185\u6d78\u900f\u307e\u3067\u5b9f\u8df5\u30d9\u30fc\u30b9\u3067\u4f34\u8d70\u3002\u300c\u81ea\u793e\u3067\u56de\u305b\u308b\u7d44\u7e54\u300d\u309290\u65e5\u3067\u4f5c\u308b\u7d4c\u55b6\u8005\u5411\u3051\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3002<\/p>\n        <div style=\"text-align:center;margin-top:auto;\">\n          <a href=\"https:\/\/aikanri.genai-ai.co.jp\/?utm_source=blog&utm_medium=article&utm_campaign=cc-lora-basics&utm_content=next-step-cta\" target=\"_blank\" rel=\"noopener\" style=\"display:inline-block;background:#dc2626;color:#fff;font-weight:700;font-size:15px;padding:14px 32px;border-radius:30px;text-decoration:none;\">AI\u9b3c\u7ba1\u7406\u3092\u8a73\u3057\u304f\u898b\u308b \u2192<\/a>\n        <\/div>\n      <\/div>\n    <\/div>\n    <div style=\"flex:1 1 300px;max-width:560px;background:#fafafa;border:1px solid #eee;border-radius:12px;overflow:hidden;display:flex;flex-direction:column;\">\n      <img src=\"https:\/\/genai-ai.co.jp\/img\/flagship-aibpo.png\" alt=\"AI\u793e\u54e1AIKATA \u2014 \u5b9a\u578b\u696d\u52d9\u306e\u4e38\u3054\u3068\u4ee3\u884c\" loading=\"lazy\" decoding=\"async\" style=\"width:100%;height:auto;aspect-ratio:16\/9;object-fit:cover;display:block;\">\n      <div style=\"padding:20px 20px 24px;display:flex;flex-direction:column;flex:1;\">\n        <p style=\"font-size:13px;color:#dc2626;font-weight:700;margin:0 0 8px;\">\u696d\u52d9\u3092\u4e38\u3054\u3068\u4efb\u305b\u305f\u3044\u65b9\u3078<\/p>\n        <p style=\"font-size:20px;font-weight:800;color:#1a1a1a;margin:0 0 12px;\">AI\u793e\u54e1AIKATA<\/p>\n        <p style=\"font-size:14px;color:#555;margin:0 0 20px;line-height:1.7;\">\u8acb\u6c42\u51e6\u7406\u30fb\u30c7\u30fc\u30bf\u5165\u529b\u30fb\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u306a\u3069\u306e\u5b9a\u578b\u696d\u52d9\u3092\u3001AI\u00d7\u4eba\u306e\u54c1\u8cea\u7ba1\u7406\u4f53\u5236\u3067\u4e38\u3054\u3068\u4ee3\u884c\u3002\u670830\u4e07\u5186\u306e\u5b9a\u984d\u3067\u307e\u304b\u305b\u653e\u984c\u3001\u65e5\u3005\u306f\u6210\u679c\u7269\u3092\u627f\u8a8d\u3059\u308b\u3060\u3051\u3002<\/p>\n        <div style=\"text-align:center;margin-top:auto;\">\n          <a href=\"https:\/\/genai-ai.co.jp\/ai-kanri\/ai-bpo\/?utm_source=blog&utm_medium=article&utm_campaign=cc-lora-basics&utm_content=next-step-cta-bpo\" target=\"_blank\" rel=\"noopener\" style=\"display:inline-block;background:#dc2626;color:#fff;font-weight:700;font-size:15px;padding:14px 32px;border-radius:30px;text-decoration:none;\">AI\u793e\u54e1AIKATA\u3092\u8a73\u3057\u304f\u898b\u308b \u2192<\/a>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"faq\">\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Q. LoRA\u306f\u3069\u306eAI\u30c4\u30fc\u30eb\u3067\u3082\u4f7f\u3048\u307e\u3059\u304b\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A. LoRA\u306f\u4e3b\u306bStable Diffusion\u306a\u3069\u753b\u50cf\u751f\u6210AI\u306e\u5206\u91ce\u3067\u5e83\u304f\u4f7f\u308f\u308c\u3066\u3044\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002\u3059\u3079\u3066\u306eAI\u30c4\u30fc\u30eb\u304c\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u308f\u3051\u3067\u306f\u306a\u304f\u3001\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u30c4\u30fc\u30eb\u30fb\u74b0\u5883\u3067\u306e\u307f\u5229\u7528\u3067\u304d\u307e\u3059\u3002\u5c0e\u5165\u524d\u306b\u3001\u4f7f\u7528\u3057\u3066\u3044\u308b\u30c4\u30fc\u30eb\u304cLoRA\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u304b\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Q. LoRA\u3092\u4f7f\u3048\u3070\u3001\u5fc5\u305a\u540c\u3058\u30ad\u30e3\u30e9\u30af\u30bf\u30fc\u3092\u5b8c\u74a7\u306b\u518d\u73fe\u3067\u304d\u307e\u3059\u304b\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A. \u5b8c\u74a7\u306a\u518d\u73fe\u304c\u4fdd\u8a3c\u3055\u308c\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u8cea\u30fb\u91cf\u3084\u3001\u7d44\u307f\u5408\u308f\u305b\u308b\u5143\u30e2\u30c7\u30eb\u306b\u3088\u3063\u3066\u7cbe\u5ea6\u306f\u5909\u52d5\u3057\u307e\u3059\u3002\u5b89\u5b9a\u3057\u305f\u518d\u73fe\u6027\u3092\u9ad8\u3081\u308b\u305f\u3081\u306b\u306f\u3001\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u9078\u5b9a\u3084\u8abf\u6574\u4f5c\u696d\u304c\u5fc5\u8981\u306b\u306a\u308b\u30b1\u30fc\u30b9\u304c\u591a\u3044\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Q. LoRA\u3068\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306f\u3001\u3069\u3061\u3089\u3092\u9078\u3076\u3079\u304d\u3067\u3059\u304b\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A. \u7279\u5b9a\u306e\u30b9\u30bf\u30a4\u30eb\u30fb\u30ad\u30e3\u30e9\u30af\u30bf\u30fc\u3092\u52b9\u7387\u7684\u306b\u518d\u73fe\u3057\u305f\u3044\u3060\u3051\u3067\u3042\u308c\u3070\u3001LoRA\u306e\u65b9\u304c\u5b66\u7fd2\u30b3\u30b9\u30c8\u30fb\u6642\u9593\u306e\u9762\u3067\u6709\u5229\u3067\u3059\u3002\u30e2\u30c7\u30eb\u5168\u4f53\u306e\u6027\u8cea\u3092\u5927\u304d\u304f\u5909\u3048\u305f\u3044\u3001\u3088\u308a\u9ad8\u3044\u7cbe\u5ea6\u3092\u6c42\u3081\u308b\u3068\u3044\u3063\u305f\u5834\u5408\u306f\u3001\u30d5\u30eb\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u304c\u691c\u8a0e\u5bfe\u8c61\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Q. \u914d\u5e03\u3055\u308c\u3066\u3044\u308bLoRA\u30d5\u30a1\u30a4\u30eb\u3092\u5546\u7528\u5229\u7528\u3059\u308b\u969b\u3001\u4f55\u3092\u78ba\u8a8d\u3059\u308c\u3070\u3044\u3044\u3067\u3059\u304b\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A. \u914d\u5e03\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u5229\u7528\u898f\u7d04\u3067\u3001\u5546\u7528\u5229\u7528\u304c\u660e\u793a\u7684\u306b\u8a31\u53ef\u3055\u308c\u3066\u3044\u308b\u304b\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u307e\u305f\u3001\u5b66\u7fd2\u5143\u30c7\u30fc\u30bf\u306b\u8457\u4f5c\u6a29\u4e0a\u306e\u554f\u984c\u304c\u6307\u6458\u3055\u308c\u3066\u3044\u306a\u3044\u304b\u3082\u3001\u914d\u5e03\u30da\u30fc\u30b8\u306e\u8aac\u660e\u3084\u95a2\u9023\u60c5\u5831\u304b\u3089\u78ba\u8a8d\u3059\u308b\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Q. \u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u4f1a\u793e\u3067\u3082LoRA\u3092\u5c0e\u5165\u3067\u304d\u307e\u3059\u304b\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A. \u6280\u8853\u7684\u306a\u5b9f\u88c5\u306b\u306f\u4e00\u5b9a\u306e\u5c02\u9580\u77e5\u8b58\u304c\u5fc5\u8981\u3067\u3059\u3002\u793e\u5185\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u4eba\u6750\u304c\u3044\u306a\u3044\u5834\u5408\u306f\u3001\u5916\u90e8\u306e\u5c02\u9580\u4f01\u696d\u3078\u306e\u59d4\u8a17\u3084\u3001\u307e\u305a\u306f\u65e2\u5b58\u30c4\u30fc\u30eb\u306e\u6a19\u6e96\u6a5f\u80fd\u3067\u4ee3\u66ff\u3067\u304d\u306a\u3044\u304b\u3092\u691c\u8a0e\u3059\u308b\u306e\u304c\u73fe\u5b9f\u7684\u306a\u9032\u3081\u65b9\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Q. LoRA\u306e\u8003\u3048\u65b9\u306f\u3001\u753b\u50cf\u751f\u6210\u4ee5\u5916\u306e\u696d\u52d9\u306b\u3082\u6d3b\u304b\u305b\u307e\u3059\u304b\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A. \u6d3b\u304b\u305b\u307e\u3059\u3002\u300cAI\u30e2\u30c7\u30eb\u5168\u4f53\u3092\u4f5c\u308a\u76f4\u3055\u305a\u3001\u5fc5\u8981\u306a\u90e8\u5206\u3060\u3051\u3092\u52b9\u7387\u7684\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3059\u308b\u300d\u3068\u3044\u3046\u767a\u60f3\u306f\u3001\u6587\u7ae0\u751f\u6210\u3084\u696d\u52d9AI\u5168\u822c\u306b\u901a\u3058\u308b\u8003\u3048\u65b9\u3067\u3059\u3002\u5f0a\u793e\u3067\u3082Claude Code\u306e\u904b\u7528\u306b\u304a\u3044\u3066\u3001\u53c2\u7167\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u8fd1\u3044\u52b9\u679c\u3092\u5f97\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Q. \u540c\u3058\u5143\u30e2\u30c7\u30eb\u306b\u8907\u6570\u306eLoRA\u3092\u540c\u6642\u306b\u9069\u7528\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u3059\u304b\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A. \u4ed5\u7d44\u307f\u4e0a\u306f\u8907\u6570\u306eLoRA\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u4f7f\u3046\u3053\u3068\u3082\u53ef\u80fd\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u7d44\u307f\u5408\u308f\u305b\u306b\u3088\u3063\u3066\u51fa\u529b\u306e\u7cbe\u5ea6\u304c\u4e0d\u5b89\u5b9a\u306b\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u696d\u52d9\u3067\u4f7f\u3046\u969b\u306f\u3001\u307e\u305a\u5358\u4f53\u3067\u306e\u51fa\u529b\u3092\u78ba\u8a8d\u3057\u3001\u54c1\u8cea\u304c\u5b89\u5b9a\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u898b\u6975\u3081\u305f\u4e0a\u3067\u7d44\u307f\u5408\u308f\u305b\u3092\u691c\u8a0e\u3059\u308b\u306e\u304c\u5b89\u5168\u3067\u3059\u3002<\/p>\n\n\n\n<script type=\"application\/ld+json\">\n{\n  \"@context\": \"https:\/\/schema.org\",\n  \"@type\": \"FAQPage\",\n  \"mainEntity\": [\n    {\n      \"@type\": \"Question\",\n      \"name\": \"LoRA\u306f\u3069\u306eAI\u30c4\u30fc\u30eb\u3067\u3082\u4f7f\u3048\u307e\u3059\u304b\uff1f\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"LoRA\u306f\u4e3b\u306bStable Diffusion\u306a\u3069\u753b\u50cf\u751f\u6210AI\u306e\u5206\u91ce\u3067\u5e83\u304f\u4f7f\u308f\u308c\u3066\u3044\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002\u3059\u3079\u3066\u306eAI\u30c4\u30fc\u30eb\u304c\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u308f\u3051\u3067\u306f\u306a\u304f\u3001\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u30c4\u30fc\u30eb\u30fb\u74b0\u5883\u3067\u306e\u307f\u5229\u7528\u3067\u304d\u307e\u3059\u3002\u5c0e\u5165\u524d\u306b\u3001\u4f7f\u7528\u3057\u3066\u3044\u308b\u30c4\u30fc\u30eb\u304cLoRA\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u304b\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"LoRA\u3092\u4f7f\u3048\u3070\u3001\u5fc5\u305a\u540c\u3058\u30ad\u30e3\u30e9\u30af\u30bf\u30fc\u3092\u5b8c\u74a7\u306b\u518d\u73fe\u3067\u304d\u307e\u3059\u304b\uff1f\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"\u5b8c\u74a7\u306a\u518d\u73fe\u304c\u4fdd\u8a3c\u3055\u308c\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u8cea\u30fb\u91cf\u3084\u3001\u7d44\u307f\u5408\u308f\u305b\u308b\u5143\u30e2\u30c7\u30eb\u306b\u3088\u3063\u3066\u7cbe\u5ea6\u306f\u5909\u52d5\u3057\u307e\u3059\u3002\u5b89\u5b9a\u3057\u305f\u518d\u73fe\u6027\u3092\u9ad8\u3081\u308b\u305f\u3081\u306b\u306f\u3001\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u9078\u5b9a\u3084\u8abf\u6574\u4f5c\u696d\u304c\u5fc5\u8981\u306b\u306a\u308b\u30b1\u30fc\u30b9\u304c\u591a\u3044\u3067\u3059\u3002\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"LoRA\u3068\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306f\u3001\u3069\u3061\u3089\u3092\u9078\u3076\u3079\u304d\u3067\u3059\u304b\uff1f\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"\u7279\u5b9a\u306e\u30b9\u30bf\u30a4\u30eb\u30fb\u30ad\u30e3\u30e9\u30af\u30bf\u30fc\u3092\u52b9\u7387\u7684\u306b\u518d\u73fe\u3057\u305f\u3044\u3060\u3051\u3067\u3042\u308c\u3070\u3001LoRA\u306e\u65b9\u304c\u5b66\u7fd2\u30b3\u30b9\u30c8\u30fb\u6642\u9593\u306e\u9762\u3067\u6709\u5229\u3067\u3059\u3002\u30e2\u30c7\u30eb\u5168\u4f53\u306e\u6027\u8cea\u3092\u5927\u304d\u304f\u5909\u3048\u305f\u3044\u3001\u3088\u308a\u9ad8\u3044\u7cbe\u5ea6\u3092\u6c42\u3081\u308b\u3068\u3044\u3063\u305f\u5834\u5408\u306f\u3001\u30d5\u30eb\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u304c\u691c\u8a0e\u5bfe\u8c61\u306b\u306a\u308a\u307e\u3059\u3002\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"\u914d\u5e03\u3055\u308c\u3066\u3044\u308bLoRA\u30d5\u30a1\u30a4\u30eb\u3092\u5546\u7528\u5229\u7528\u3059\u308b\u969b\u3001\u4f55\u3092\u78ba\u8a8d\u3059\u308c\u3070\u3044\u3044\u3067\u3059\u304b\uff1f\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"\u914d\u5e03\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u5229\u7528\u898f\u7d04\u3067\u3001\u5546\u7528\u5229\u7528\u304c\u660e\u793a\u7684\u306b\u8a31\u53ef\u3055\u308c\u3066\u3044\u308b\u304b\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u307e\u305f\u3001\u5b66\u7fd2\u5143\u30c7\u30fc\u30bf\u306b\u8457\u4f5c\u6a29\u4e0a\u306e\u554f\u984c\u304c\u6307\u6458\u3055\u308c\u3066\u3044\u306a\u3044\u304b\u3082\u3001\u914d\u5e03\u30da\u30fc\u30b8\u306e\u8aac\u660e\u3084\u95a2\u9023\u60c5\u5831\u304b\u3089\u78ba\u8a8d\u3059\u308b\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u4f1a\u793e\u3067\u3082LoRA\u3092\u5c0e\u5165\u3067\u304d\u307e\u3059\u304b\uff1f\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"\u6280\u8853\u7684\u306a\u5b9f\u88c5\u306b\u306f\u4e00\u5b9a\u306e\u5c02\u9580\u77e5\u8b58\u304c\u5fc5\u8981\u3067\u3059\u3002\u793e\u5185\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u4eba\u6750\u304c\u3044\u306a\u3044\u5834\u5408\u306f\u3001\u5916\u90e8\u306e\u5c02\u9580\u4f01\u696d\u3078\u306e\u59d4\u8a17\u3084\u3001\u307e\u305a\u306f\u65e2\u5b58\u30c4\u30fc\u30eb\u306e\u6a19\u6e96\u6a5f\u80fd\u3067\u4ee3\u66ff\u3067\u304d\u306a\u3044\u304b\u3092\u691c\u8a0e\u3059\u308b\u306e\u304c\u73fe\u5b9f\u7684\u306a\u9032\u3081\u65b9\u3067\u3059\u3002\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"LoRA\u306e\u8003\u3048\u65b9\u306f\u3001\u753b\u50cf\u751f\u6210\u4ee5\u5916\u306e\u696d\u52d9\u306b\u3082\u6d3b\u304b\u305b\u307e\u3059\u304b\uff1f\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"\u6d3b\u304b\u305b\u307e\u3059\u3002\u300cAI\u30e2\u30c7\u30eb\u5168\u4f53\u3092\u4f5c\u308a\u76f4\u3055\u305a\u3001\u5fc5\u8981\u306a\u90e8\u5206\u3060\u3051\u3092\u52b9\u7387\u7684\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3059\u308b\u300d\u3068\u3044\u3046\u767a\u60f3\u306f\u3001\u6587\u7ae0\u751f\u6210\u3084\u696d\u52d9AI\u5168\u822c\u306b\u901a\u3058\u308b\u8003\u3048\u65b9\u3067\u3059\u3002\u5f0a\u793e\u3067\u3082Claude Code\u306e\u904b\u7528\u306b\u304a\u3044\u3066\u3001\u53c2\u7167\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u8fd1\u3044\u52b9\u679c\u3092\u5f97\u3066\u3044\u307e\u3059\u3002\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"\u540c\u3058\u5143\u30e2\u30c7\u30eb\u306b\u8907\u6570\u306eLoRA\u3092\u540c\u6642\u306b\u9069\u7528\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u3059\u304b\uff1f\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"\u4ed5\u7d44\u307f\u4e0a\u306f\u8907\u6570\u306eLoRA\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u4f7f\u3046\u3053\u3068\u3082\u53ef\u80fd\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u7d44\u307f\u5408\u308f\u305b\u306b\u3088\u3063\u3066\u51fa\u529b\u306e\u7cbe\u5ea6\u304c\u4e0d\u5b89\u5b9a\u306b\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u696d\u52d9\u3067\u4f7f\u3046\u969b\u306f\u3001\u307e\u305a\u5358\u4f53\u3067\u306e\u51fa\u529b\u3092\u78ba\u8a8d\u3057\u3001\u54c1\u8cea\u304c\u5b89\u5b9a\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u898b\u6975\u3081\u305f\u4e0a\u3067\u7d44\u307f\u5408\u308f\u305b\u3092\u691c\u8a0e\u3059\u308b\u306e\u304c\u5b89\u5168\u3067\u3059\u3002\"\n      }\n    }\n  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