{"author_name":"ThisIsOne","blog_url":"https://cysec148.hatenablog.com/","title":"\u7b2c91\u56de\uff1a\u751f\u6210AI\u306b\u95a2\u3059\u308b\u6700\u65b0\u8ad6\u6587\u3092\u8aad\u307f\u89e3\u304f","blog_title":"Shikata Ga Nai","html":"<iframe src=\"https://hatenablog-parts.com/embed?url=https%3A%2F%2Fcysec148.hatenablog.com%2Fentry%2F2025%2F05%2F05%2F133724\" title=\"\u7b2c91\u56de\uff1a\u751f\u6210AI\u306b\u95a2\u3059\u308b\u6700\u65b0\u8ad6\u6587\u3092\u8aad\u307f\u89e3\u304f - Shikata Ga Nai\" class=\"embed-card embed-blogcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 190px; max-width: 500px; margin: 10px 0px;\"></iframe>","published":"2025-05-05 13:37:24","author_url":"https://blog.hatena.ne.jp/ThisIsOne/","provider_url":"https://hatena.blog","provider_name":"Hatena Blog","image_url":null,"url":"https://cysec148.hatenablog.com/entry/2025/05/05/133724","categories":["LLM"],"height":"190","type":"rich","description":"Hello there, ('\u03c9')\u30ce \ud83e\udde0 \u306f\u3058\u3081\u306b\uff1a\u306a\u305c\u8ad6\u6587\u3092\u8aad\u3080\u306e\u304b\uff1f AI\u306e\u9032\u5316\u306f\u3001 \u2705 \u65b0\u3057\u3044\u30e2\u30c7\u30eb\u306e\u767b\u5834 \u2705 \u52b9\u7387\u7684\u306a\u5b66\u7fd2\u6cd5 \u2705 \u5fdc\u7528\u5206\u91ce\u306e\u62e1\u5927 \u306b\u3088\u3063\u3066\u3001\u65e5\u3005\u9032\u5316\u3057\u3066\u3044\u307e\u3059\u3002 \u305d\u306e\u6700\u5148\u7aef\u306f\u3001\u4e16\u754c\u4e2d\u306e\u7814\u7a76\u8005\u306b\u3088\u308b\u8ad6\u6587\u306b\u73fe\u308c\u307e\u3059\u3002 \ud83d\udcca 1. \u6700\u8fd1\u6ce8\u76ee\u306e\u751f\u6210AI\u95a2\u9023\u8ad6\u6587\uff082024\u5e74\u301c2025\u5e74\uff09 \u2705 1. \u201cEfficient LLMs\u201d\u306b\u95a2\u3059\u308b\u8ad6\u6587 \u30bf\u30a4\u30c8\u30eb\u4f8b\uff1a\u300cQLoRA: Quantization + LoRA for Efficient Finetuning\u300d \u8981\u70b9\uff1a \u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u3092\u3001\u4f4e\u30b3\u30b9\u30c8\u30fb\u4f4e\u30e1\u30e2\u30ea\u3067\u5fae\u8abf\u6574\u3059\u308b\u6280\u8853 \u91cf\u5b50\u5316\uff084bit\uff09\uff0bLoRA\u3067GPU\u30e1\u30e2\u30ea\u3092\u7bc0\u2026","version":"1.0","width":"100%"}