{"id":24073,"date":"2025-11-17T17:16:21","date_gmt":"2025-11-17T17:16:21","guid":{"rendered":"https:\/\/pokecon.jp\/job\/?p=24073"},"modified":"2025-11-17T17:16:21","modified_gmt":"2025-11-17T17:16:21","slug":"%e6%a4%9c%e9%96%b2%e3%82%92%e8%a7%a3%e9%99%a4%e3%81%97%e3%81%9f%e8%84%b1%e7%8d%84%e7%89%88llm%e3%82%92%e7%b0%a1%e5%8d%98%e3%81%ab%e7%94%9f%e6%88%90%e3%81%a7%e3%81%8d%e3%82%8b%e3%83%84%e3%83%bc","status":"publish","type":"post","link":"https:\/\/pokecon.jp\/job\/24073\/","title":{"rendered":"\u691c\u95b2\u3092\u89e3\u9664\u3057\u305f\u8131\u7344\u7248LLM\u3092\u7c21\u5358\u306b\u751f\u6210\u3067\u304d\u308b\u30c4\u30fc\u30eb\u300cHeretic\u300d &#8211; GIGAZINE"},"content":{"rendered":"\n<\/p>\n<div><!-- &larr;20140212 --><\/p>\n<div style=\"width:100%;position:relative;\">\n    <time datetime=\"2025-11-17T18:35:00+09:00\" class=\"yeartime\">2025\u5e7411\u670817\u65e5 18\u664235\u5206<\/time><br \/>\n    <span class=\"yeartime p-category\"><a target=\"_blank\" href=\"https:\/\/gigazine.net\/news\/C48\/\">AI<\/a><\/span>\n  <\/div>\n<p><!-- google_ad_section_start --><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/i.gzn.jp\/img\/2025\/11\/17\/heretic\/00_m.png\" border=\"0\" alt=\"\" class=\"lzsmall img-standard-size\"\/><\/p>\n<p class=\"preface\">\n<br \/>\u4e00\u822c\u7684\u306b\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u306b\u306f\u4e0d\u9069\u5207\u306a\u5fdc\u7b54\u3092\u51fa\u529b\u3057\u306a\u3044\u3088\u3046\u306b\u3059\u308b\u691c\u95b2\u304c\u53d6\u308a\u8fbc\u307e\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u691c\u95b2\u3092\u30aa\u30ea\u30b8\u30ca\u30eb\u306e\u6027\u80fd\u3092\u53ef\u80fd\u306a\u9650\u308a\u7dad\u6301\u3057\u3064\u3064\u9664\u53bb\u3067\u304d\u308b\u30c4\u30fc\u30eb\u304c\u300c<b>Heretic<\/b>\u300d\u3067\u3059\u3002<\/p>\n<p><b>GitHub &#8211; p-e-w\/heretic: Fully automatic censorship removal for language models<\/b><br \/><b><a target=\"_blank\" href=\"https:\/\/github.com\/p-e-w\/heretic\" target=\"_blank\">https:\/\/github.com\/p-e-w\/heretic<\/a><\/b><\/p>\n<p><a target=\"_blank\" href=\"https:\/\/github.com\/p-e-w\/heretic\" target=\"_blank\"><img decoding=\"async\" src=\"https:\/\/i.gzn.jp\/img\/2025\/11\/17\/heretic\/github.png\" border=\"0\" alt=\"\" class=\"lzsmall\"\/><\/a><\/p>\n<p class=\"preface\">\n<br \/>\u4e8b\u524d\u5b66\u7fd2\u6e08\u307f\u306e\u8a00\u8a9e\u30e2\u30c7\u30eb\u306f\u3001\u5b89\u5168\u6027\u306e\u89b3\u70b9\u304b\u3089\u5dee\u5225\u7684\u30fb\u653b\u6483\u7684\u306a\u51fa\u529b\u3092\u3057\u306a\u3044\u3088\u3046\u306b\u3001\u7279\u5b9a\u306e\u5165\u529b\u304c\u884c\u308f\u308c\u305f\u3068\u304d\u306b\u56de\u7b54\u3092\u62d2\u5426\u3059\u308b\u3088\u3046\u306b\u8a2d\u5b9a\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u8a2d\u5b9a\u3092\u89e3\u9664\u3059\u308b\u3053\u3068\u306f\u300c\u30a2\u30d6\u30ea\u30c6\u30ec\u30fc\u30b7\u30e7\u30f3\u300d\u3068\u547c\u3070\u308c\u3001\u8a00\u8a9e\u30e2\u30c7\u30eb\u306b\u5bfe\u3057\u3066\u6709\u5bb3\u306a\u6307\u793a\u3068\u7121\u5bb3\u306a\u6307\u793a\u3092\u884c\u3044\u3001\u51e6\u7406\u306e\u5dee\u3092\u5229\u7528\u3057\u3066\u3001\u547d\u4ee4\u62d2\u5426\u3092\u56de\u907f\u3057\u307e\u3059\u3002<\/p>\n<p><b><a target=\"_blank\" href=\"https:\/\/gigazine.net\/news\/20240614-llm-with-abliteration\/\" target=\"_blank\">AI\u306b\u7d44\u307f\u8fbc\u307e\u308c\u305f\u691c\u95b2\u306b\u3088\u308b\u547d\u4ee4\u62d2\u5426\u3092\u6253\u3061\u6d88\u3057\u3066\u3042\u3089\u3086\u308b\u7a2e\u985e\u306e\u8cea\u554f\u306b\u5fdc\u7b54\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u300c\u30a2\u30d6\u30ea\u30c6\u30ec\u30fc\u30b7\u30e7\u30f3\u300d\u3068\u306f\uff1f &#8211; GIGAZINE<\/a><\/b><\/p>\n<p><a target=\"_blank\" href=\"https:\/\/gigazine.net\/news\/20240614-llm-with-abliteration\/\" target=\"_blank\"><img decoding=\"async\" src=\"https:\/\/i.gzn.jp\/img\/2024\/06\/14\/llm-with-abliteration\/00_m.jpg\" border=\"0\" alt=\"\" class=\"lzsmall\"\/><\/a><\/p>\n<p class=\"preface\">\n<br \/>\u300cHeretic\u300d\u306f\u9ad8\u5ea6\u306a\u30a2\u30d6\u30ea\u30c6\u30ec\u30fc\u30b7\u30e7\u30f3\u51e6\u7406\u3068<b><a target=\"_blank\" href=\"https:\/\/docs-ja.optuna.org\/\" target=\"_blank\">Optuna<\/a><\/b>\u3067\u99c6\u52d5\u3059\u308bTPE(Tree-structured Parzen Estimator)\u30d9\u30fc\u30b9\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u6700\u9069\u5316\u6a5f\u80fd\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u9ad8\u30b3\u30b9\u30c8\u306a\u518d\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3092\u884c\u3046\u3053\u3068\u306a\u304f\u3001Transformer\u30d9\u30fc\u30b9\u306e\u8a00\u8a9e\u30e2\u30c7\u30eb\u304b\u3089\u300c\u691c\u95b2\u300d\u3092\u9664\u53bb\u3059\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n<p>\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u8a2d\u5b9a\u3067\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u3092\u5b9f\u884c\u3055\u305b\u305f\u5834\u5408\u3067\u3082\u3001Heretic\u306f\u4eba\u9593\u306e\u5c02\u9580\u5bb6\u304c\u624b\u52d5\u3067\u30a2\u30d6\u30ea\u30c6\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u884c\u3063\u305f\u3082\u306e\u306b\u5339\u6575\u3059\u308b\u54c1\u8cea\u306e\u691c\u95b2\u89e3\u9664\u6e08\u307f\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u751f\u6210\u3067\u304d\u308b\u3068\u306e\u3053\u3068\u3002<\/p>\n<p>\u691c\u95b2\u89e3\u9664\u3092\u884c\u3063\u305f\u30e2\u30c7\u30eb\u81ea\u4f53\u306f\u3059\u3067\u306b\u4ed6\u306b\u3082\u5b58\u5728\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u30a2\u30d6\u30ea\u30c6\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u884c\u3046\u3068\u30e2\u30c7\u30eb\u306e\u54c1\u8cea\u304c\u4f4e\u4e0b\u3057\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30b9\u30b3\u30a2\u304c\u4f4e\u4e0b\u3057\u307e\u3059\u3002\u3057\u304b\u3057\u3001Heretic\u306e\u5834\u5408\u306f\u54c1\u8cea\u304c\u53ef\u80fd\u306a\u9650\u308a\u30aa\u30ea\u30b8\u30ca\u30eb\u306b\u8fd1\u3044\u72b6\u614b\u3067\u4fdd\u6301\u3055\u308c\u308b\u306e\u304c\u7279\u5fb4\u306e1\u3064\u3067\u3059\u3002\u300c\u6709\u5bb3\u300d\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u62d2\u5426\u6570\u3068\u300c\u7121\u5bb3\u300d\u30d7\u30ed\u30f3\u30d7\u30c8\u5b9f\u884c\u6642\u306e\u5143\u30e2\u30c7\u30eb\u3068\u306e\u4e56\u96e2\u7387\u3092\u793a\u3057\u305f\u8868\u304c\u4ee5\u4e0b\u3002Heretic\u30e2\u30c7\u30eb\u306f\u3001\u4eba\u9593\u306e\u4ecb\u5165\u306a\u3057\u3067\u751f\u6210\u3055\u308c\u305f\u3082\u306e\u3067\u3042\u308a\u306a\u304c\u3089\u4ed6\u306e\u30a2\u30d6\u30ea\u30c6\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u884c\u3063\u305f\u30e2\u30c7\u30eb\u3068\u540c\u7b49\u306e\u62d2\u5426\u6291\u5236\u3092\u5b9f\u73fe\u3057\u3064\u3064\u3001\u306f\u308b\u304b\u306b\u4f4e\u3044KL\u30c0\u30a4\u30d0\u30fc\u30b8\u30a7\u30f3\u30b9\u306e\u30b9\u30b3\u30a2\u3092\u793a\u3057\u3001\u80fd\u529b\u304c\u3082\u3068\u306e\u30e2\u30c7\u30eb\u304b\u3089\u3042\u307e\u308a\u5931\u308f\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<div class=\"sheet-wrapper\">\n<div class=\"s_table\"><table class=\"sheet\">\n<thead>\n<tr>\n<th scope=\"row\">\u30e2\u30c7\u30eb<\/th>\n<th scope=\"col\">\u300c\u6709\u5bb3\u300d\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u62d2\u5426\u6570<\/th>\n<th scope=\"col\">\u300c\u7121\u5bb3\u300d\u30d7\u30ed\u30f3\u30d7\u30c8\u5b9f\u884c\u6642\u306e\u4e56\u96e2\u7387(<a target=\"_blank\" href=\"https:\/\/ja.wikipedia.org\/wiki\/%E3%82%AB%E3%83%AB%E3%83%90%E3%83%83%E3%82%AF%E3%83%BB%E3%83%A9%E3%82%A4%E3%83%96%E3%83%A9%E3%83%BC%E6%83%85%E5%A0%B1%E9%87%8F\" target=\"_blank\">KL\u30c0\u30a4\u30d0\u30fc\u30b8\u30a7\u30f3\u30b9<\/a>)<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<th scope=\"row\">google\/gemma-3-12b-it<\/th>\n<td>97\/100<\/td>\n<td>0(\u30aa\u30ea\u30b8\u30ca\u30eb)<\/td>\n<\/tr>\n<tr>\n<th scope=\"row\">mlabonne\/gemma-3-12b-it-abliterated-v2<\/th>\n<td>3\/100<\/td>\n<td>1.04<\/td>\n<\/tr>\n<tr>\n<th scope=\"row\">huihui-ai\/gemma-3-12b-it-abliterated<\/th>\n<td>3\/100<\/td>\n<td>0.45<\/td>\n<\/tr>\n<tr>\n<th scope=\"row\">p-e-w\/gemma-3-12b-it-heretic<\/th>\n<td>3\/100<\/td>\n<td>0.16<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/div>\n<\/div>\n<p class=\"preface\">\n<br \/>Heretic\u3092\u52d5\u304b\u3059\u5834\u5408\u3001Python 3.10\u4ee5\u4e0a\u3068PyTorch 2.2\u4ee5\u4e0a\u306e\u74b0\u5883\u3092\u7528\u610f\u3057\u305f\u4e0a\u3067\u3001\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3059\u308c\u3070OK\u3002\u300cQwen\/Qwen3-4B-Instruct-2507\u300d\u306e\u90e8\u5206\u306f\u30d9\u30fc\u30b9\u3068\u306a\u308b\u30e2\u30c7\u30eb\u540d\u306b\u9069\u5b9c\u7f6e\u304d\u63db\u3048\u307e\u3059\u3002<\/p>\n<pre><code>pip install heretic-llm\nheretic Qwen\/Qwen3-4B-Instruct-2507<\/code><\/pre>\n<p class=\"preface\">\n<br \/>\u751f\u6210\u30d7\u30ed\u30bb\u30b9\u306f\u5b8c\u5168\u306b\u81ea\u52d5\u5316\u3055\u308c\u3066\u3044\u3066\u3001\u8a2d\u5b9a\u306f\u4e0d\u8981\u3067\u3059\u304c\u3001\u3088\u308a\u7d30\u304b\u3044\u5236\u5fa1\u3092\u884c\u3046\u305f\u3081\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u306a\u304a\u3001Heretic\u306f\u5b9f\u884c\u6642\u306b\u30b7\u30b9\u30c6\u30e0\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3092\u884c\u3044\u3001\u5229\u7528\u53ef\u80fd\u306a\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3092\u6700\u5927\u9650\u6d3b\u7528\u3059\u308b\u305f\u3081\u306b\u6700\u9069\u306a\u30d0\u30c3\u30c1\u30b5\u30a4\u30ba\u3092\u6c7a\u5b9a\u3057\u307e\u3059\u3002RTX 3090\u3067Llama-3.1-8B\u306e\u30a2\u30d6\u30ea\u30c6\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u884c\u3046\u5834\u5408\u3001\u30c7\u30d5\u30a9\u30eb\u30c8\u8a2d\u5b9a\u3067\u304a\u3088\u305d45\u5206\u304b\u304b\u308b\u3068\u306e\u3053\u3068\u3067\u3059\u3002<\/p>\n<p><!-- google_ad_section_end --><\/p>\n<div style=\"text-align: center; margin: 10px auto 0px;\">\n<p>\u3053\u306e\u8a18\u4e8b\u306e\u30bf\u30a4\u30c8\u30eb\u3068URL\u3092\u30b3\u30d4\u30fc\u3059\u308b<\/p>\n<\/div>\n<\/div>\n\n<br \/><a href=\"https:\/\/gigazine.net\/news\/20251117-heretic\/\">\u5143\u306e\u8a18\u4e8b\u3092\u78ba\u8a8d\u3059\u308b <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"2025\u5e7411\u670817\u65e5 18\u664235\u5206 AI \u4e00\u822c\u7684\u306b\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u306b\u306f\u4e0d\u9069\u5207\u306a\u5fdc\u7b54\u3092\u51fa\u529b\u3057\u306a\u3044\u3088\u3046\u306b\u3059\u308b\u691c\u95b2\u304c\u53d6\u308a\u8fbc\u307e\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u691c\u95b2\u3092\u30aa\u30ea\u30b8\u30ca\u30eb\u306e\u6027\u80fd\u3092\u53ef\u80fd\u306a\u9650\u308a\u7dad\u6301\u3057\u3064\u3064\u9664\u53bb\u3067\u304d\u308b\u30c4\u30fc\u30eb\u304c\u300cHeretic\u300d\u3067 [&hellip;]","protected":false},"author":1,"featured_media":24074,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[2],"tags":[],"class_list":["post-24073","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-hatena-blog"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u691c\u95b2\u3092\u89e3\u9664\u3057\u305f\u8131\u7344\u7248LLM\u3092\u7c21\u5358\u306b\u751f\u6210\u3067\u304d\u308b\u30c4\u30fc\u30eb\u300cHeretic\u300d - GIGAZINE - \u30dd\u30b1\u30b3\u30f3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/gigazine.net\/news\/20251117-heretic\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta 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