{"id":4389,"date":"2024-02-15T05:22:00","date_gmt":"2024-02-14T20:22:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4389"},"modified":"2024-02-15T05:22:00","modified_gmt":"2024-02-14T20:22:00","slug":"model-tells-you-what-to-discard-adaptive-kv-cache-compression-for-llms","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4389","title":{"rendered":"Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs\u00a0<\/strong>[87.0]<br>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306b\u304a\u3051\u308b\u751f\u6210\u63a8\u8ad6\u306e\u30e1\u30e2\u30ea\u30d5\u30c3\u30c8\u30d7\u30ea\u30f3\u30c8\u3092\u524a\u6e1b\u3059\u308b\u30d7\u30e9\u30b0\u30a4\u30f3\u30fb\u30a2\u30f3\u30c9\u30fb\u30d7\u30ec\u30a4\u65b9\u5f0f\u3067\u3042\u308b\u9069\u5fdcKV\u30ad\u30e3\u30c3\u30b7\u30e5\u5727\u7e2e\u3092\u5c0e\u5165\u3059\u308b\u3002 \u6211\u3005\u306f,\u30a2\u30c6\u30f3\u30b7\u30e7\u30f3\u30e2\u30b8\u30e5\u30fc\u30eb\u306e\u672c\u8cea\u7684\u306a\u69cb\u9020\u3092\u660e\u3089\u304b\u306b\u3059\u308b\u305f\u3081\u306b,\u30bf\u30fc\u30b2\u30c3\u30c8\u30d7\u30ed\u30d5\u30a1\u30a4\u30ea\u30f3\u30b0\u3092\u884c\u3046\u3002 \u8a8d\u8b58\u3055\u308c\u305f\u69cb\u9020\u306b\u57fa\u3065\u3044\u3066\u3001\u6211\u3005\u306fKV\u30ad\u30e3\u30c3\u30b7\u30e5\u3092\u9069\u5fdc\u7684\u306b\u69cb\u7bc9\u3059\u308b: \u6ce8\u610f\u982d\u4e0a\u306e\u9577\u8ddd\u96e2\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u6392\u9664\u3057\u3001\u5c40\u6240\u7684\u306a\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u5f37\u8abf\u3057\u3001\u7279\u5225\u306a\u30c8\u30fc\u30af\u30f3\u3092\u4e2d\u5fc3\u3068\u3057\u305f\u6ce8\u610f\u982d\u4e0a\u306e\u7279\u5225\u306a\u30c8\u30fc\u30af\u30f3\u3092\u6392\u9664\u3057\u3001\u3059\u3079\u3066\u306e\u30c8\u30fc\u30af\u30f3\u306b\u5e83\u304f\u53c2\u52a0\u3059\u308b\u6ce8\u76ee\u982d\u306b\u5bfe\u3057\u3066\u6a19\u6e96\u306eKV\u30ad\u30e3\u30c3\u30b7\u30e5\u306e\u307f\u3092\u4f7f\u7528\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2310.01801v3\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2310.01801v3\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 29 Jan 2024 06:25:00 GMT)<\/li>\n\n\n\n<li>LLM\u306e\u63a8\u8ad6\u3067\u8ab2\u984c\u3068\u306a\u308bKV\u30ad\u30e3\u30c3\u30b7\u30e5\u306e\u5727\u7e2e\u65b9\u6cd5\u306e\u63d0\u6848\u3002\u30bf\u30b9\u30af\u306b\u3088\u3063\u3066\u3082\u7570\u306a\u308b\u304c50%\u306e\u30e1\u30e2\u30ea\u5727\u7e2e\u306f\u53ef\u80fd\u305d\u3046\u306b\u898b\u3048\u308b\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[223,551],"class_list":["post-4389","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm","tag-551"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4389","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=4389"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4389\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4389"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4389"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4389"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}