{"id":1035,"date":"2023-09-03T11:30:00","date_gmt":"2023-09-03T02:30:00","guid":{"rendered":"https:\/\/staka.jp\/wordpress\/?p=1035"},"modified":"2023-09-03T11:30:00","modified_gmt":"2023-09-03T02:30:00","slug":"palm2-elyza-japanese-llama-2-7b%e3%81%ae%e6%a9%9f%e6%a2%b0%e7%bf%bb%e8%a8%b3%e6%80%a7%e8%83%bd","status":"publish","type":"post","link":"https:\/\/staka.jp\/wordpress\/?p=1035","title":{"rendered":"PaLM2 \/ ELYZA-japanese-Llama-2-7b\u306e\u6a5f\u68b0\u7ffb\u8a33\u6027\u80fd"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Google\u306ePaLM2\u304c\u65e5\u672c\u8a9e\u306b\u5bfe\u5fdc\u3001ELYZA\u304b\u3089Llama-2\u30d9\u30fc\u30b9\u306e\u30e2\u30c7\u30eb\u304c\u516c\u958b\u3055\u308c\u305f\u3002\u3044\u3064\u3082\u901a\u308a\u6a5f\u68b0\u7ffb\u8a33\u6027\u80fd\u3092\u691c\u8a3c\u3057\u3066\u307f\u305f\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/cloud.google.com\/blog\/ja\/products\/ai-machine-learning\/began-offering-a-generative-ai-service-for-japanese-companies\/\">\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb PaLM 2 \u3001\u30b3\u30fc\u30c9\u751f\u6210\u30fb\u88dc\u5b8c\u30e2\u30c7\u30eb Codey \u5f85\u671b\u306e\u65e5\u672c\u8a9e\u5bfe\u5fdc\uff01\u65e5\u672c\u3067\u306e\u751f\u6210 AI \u5c0e\u5165\u652f\u63f4\u3082 | Google Cloud \u516c\u5f0f\u30d6\u30ed\u30b0<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/elyza.ai\/news\/2023\/08\/29\/70%E5%84%84%E3%83%91%E3%83%A9%E3%83%A1%E3%83%BC%E3%82%BF%E3%81%AE%E5%95%86%E7%94%A8%E5%88%A9%E7%94%A8%E5%8F%AF%E8%83%BD%E3%81%AA%E6%97%A5%E6%9C%AC%E8%AA%9Ellmelyza-ja\">70\u5104\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u5546\u7528\u5229\u7528\u53ef\u80fd\u306a\u65e5\u672c\u8a9eLLM\u300cELYZA-japanese-Llama-2-7b\u300d\u3092\u4e00\u822c\u516c\u958b\u3057\u307e\u3057\u305f | ELYZA<\/a><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f7f\u7528\u3057\u305f\u30c7\u30fc\u30bf\u306f\u4ee5\u524d\uff08<a href=\"https:\/\/staka.jp\/wordpress\/?p=959\">DAMO PolyLM-13B\u306e\u6a5f\u68b0\u7ffb\u8a33\u6027\u80fd | \u3077\u308b\u30fc\u3075\u304a\u3076\u3053\u3093\u305b\u3077\u3068 (staka.jp)<\/a>\uff09\u3068\u540c\u3058\u3002\u691c\u8a3c\u74b0\u5883\u306fColab Pro+\u3067\u3042\u308b\u3002HuggingFace\u306eUsage\uff08<a href=\"https:\/\/huggingface.co\/elyza\/ELYZA-japanese-Llama-2-7b-instruct\">elyza\/ELYZA-japanese-Llama-2-7b-instruct \u00b7 Hugging Face<\/a>\uff09\u306b\u5f93\u3044\u4f7f\u3063\u3066\u3044\u308b\u3002Prompt\u3082Usage\u306b\u8fd1\u3065\u3051\u3066\u4f5c\u6210\u3001\u6307\u793a\u306f\u65e5\u672c\u8a9e\u3067\u66f8\u3044\u3066\u3044\u308b[1]\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table><tbody><tr><td><strong>\u30e2\u30c7\u30eb\u30fb\u6761\u4ef6<\/strong><\/td><td><strong>zero shot<\/strong><\/td><td><strong>1 shot<\/strong> [6]<\/td><\/tr><tr><td>GPT-3.5  [2]<\/td><td>26.7<\/td><td>37.0<\/td><\/tr><tr><td>PaLM 2 (text-bison) [3]<\/td><td>35.9<\/td><td><strong>48.1<\/strong><\/td><\/tr><tr><td>ELYZA-japanese-Llama-2-7b-instruct [4]<\/td><td>13.0<\/td><td><strong>26.7<\/strong><\/td><\/tr><tr><td>ELYZA-japanese-Llama-2-7b-fast-instruct [5]<\/td><td>12.7<\/td><td>20.0<\/td><\/tr><\/tbody><\/table><figcaption class=\"wp-element-caption\">PaLM 2, ELYZA-japanese-Llama-2-7b, GPT-3.5-TURBO-16K\u306eBLEU<\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u7d50\u679c\u2460: PaLM2\u306f\u975e\u5e38\u306b\u6027\u80fd\u304c\u9ad8\u3044<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">PaLM 2 (text-bison)\u306e\u6027\u80fd\u306f\u975e\u5e38\u306b\u9ad8\u3044\u3002BLEU=48.1\u306f\u30ea\u30fc\u30af\u304c\u7591\u308f\u308c\u308b\u30ec\u30d9\u30eb\u3068\u3044\u3046\u5370\u8c61\u3002In-Context Learning\u3082\u52b9\u679c\u7684\u306e\u3088\u3046\u3002\u975e\u5e38\u306b\u9ad8\u6027\u80fd\u3067\u65e5\u672c\u8a9e\u3092\u5bfe\u8c61\u3068\u3057\u305f\u8a73\u7d30\u691c\u8a3c\u306e\u5fc5\u8981\u6027\u3092\u611f\u3058\u3066\u3044\u308b\u3002\u5c11\u306a\u304f\u3068\u3082\u76f4\u8fd1\u306e\u30c7\u30fc\u30bf\u3092\u542b\u3081\u3066\u300c<a href=\"https:\/\/staka.jp\/wordpress\/?p=731\">GPT-4\u3092\u7528\u3044\u305f\u7ffb\u8a33\u306e\u691c\u8a3c\uff08vs GPT-3.5 vs FuguMT\uff09 | \u3077\u308b\u30fc\u3075\u304a\u3076\u3053\u3093\u305b\u3077\u3068 (staka.jp)<\/a>\u300d\u306e\u3088\u3046\u306a\u6642\u7cfb\u5217\u691c\u8a3c\u3092\u3057\u3066\u307f\u305f\u3044\u3068\u601d\u3046\u3002 <\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u7d50\u679c\u2461: ELYZA-japanese-Llama-2-7B\u306f\u65e5\u672c\u8a9e\u516c\u958b\u30e2\u30c7\u30eb\u306e\u4e2d\u3067\u306f\u3068\u3066\u3082\u512a\u79c0<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">7B\u30e2\u30c7\u30eb\u306b\u9650\u308b\u3068\u300c\u540c\u6761\u4ef6\uff061 shot\u306e\u6027\u80fd\u300d\u306fBLEU=23-24\u3067\u3042\u308a\u3001\u4eca\u56de\u306e\u691c\u8a3c\u7d50\u679c\u300126.7\u306f\u6700\u9ad8\u6027\u80fd\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Llama-2-7b-chat-hf: 20.1 \uff08\u56de\u7b54\u3092\u624b\u52d5\u62bd\u51fa\u3057\u3066 23.9\uff09<\/li>\n\n\n\n<li>Qwen-7B-Chat\uff1a23.3<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u904e\u53bb\u306e\u7d4c\u9a13\u304b\u3089\u6a5f\u68b0\u7ffb\u8a33\u6027\u80fd\u3068\u30e2\u30c7\u30eb\u30b5\u30a4\u30ba\u306f\u5f37\u3044\u95a2\u4fc2\u304c\u3042\u308a\u305d\u3046\u3067\u300113B\u30e2\u30c7\u30eb\u306a\u3069\u3088\u308a\u5927\u898f\u6a21\u306a\u30e2\u30c7\u30eb\u3067\u306f\u3055\u3089\u306b\u30b9\u30b3\u30a2\u304c\u4f38\u3073\u308b\u53ef\u80fd\u6027\u304c\u9ad8\u3044\u3002\u4ee5\u524d\u691c\u8a3c\u3057\u305fLlama-2\u306e\u5834\u5408\u30017B\u219213B\u306720.1\u219233.1\uff08\u56de\u7b54\u3092\u624b\u52d5\u62bd\u51fa\u3057\u305f\u5834\u5408\u306f23.9\u219235.1\uff09\u3068\u30b9\u30b3\u30a2\u304c\u5411\u4e0a\u3057\u3066\u3044\u308b\u3002\u3053\u306e\u7d50\u679c\u3092\u53c2\u8003\u306b\u3059\u308b\u3068ELYZA-japanese-Llama-2-13B\u3067GPT-3.5-TURBO\u3068\u826f\u3044\u52dd\u8ca0\u304c\u3067\u304d\u305d\u3046\u306a\u6c17\u304c\u3059\u308b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u691c\u8a3c\u7d50\u679c\u3067\u6c17\u306b\u306a\u308b\uff08\u3068\u3044\u3046\u304b\u8208\u5473\u6df1\u3044\uff09\u306e\u306fELYZA-japanese-Llama-2-7b-fast-instruct\u3067ICL\u306e\u52b9\u304d\u304c\u30a4\u30de\u30a4\u30c1\u306a\u70b9\u3067\u3042\u308b\u3002\u3053\u306e\u6319\u52d5\u306f\u69cb\u7bc9\u30d7\u30ed\u30bb\u30b9\u306b\u3088\u308b\u3082\u306e\u306a\u306e\u304b[7]\u3001\u305d\u3046\u3067\u306a\u3044\u306e\u304b\u77e5\u308a\u305f\u3044\u3068\u3053\u308d\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u6ce8\u91c8<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">[1] \u82f1\u8a9e\u3067\u6307\u793a\u3059\u308b\u3088\u308a\u3082\u65e5\u672c\u8a9e\u3067\u6307\u793a\u3057\u305f\u65b9\u304c\u6027\u80fd\u304c\u3088\u3055\u305d\u3046<br>[2] gpt-3.5-turbo-16k-0613<br>[3] TextGenerationModel.from_pretrained(&#8220;text-bison&#8221;)\u3092\u5229\u7528\u3002\u300ctext-bison@001\u300d\u306f\u7ffb\u8a33\u304c\u8fd4\u3063\u3066\u3053\u306a\u3044\u4e8b\u304c\u3042\u308a\u3001\u307e\u305f\u3001\u6027\u80fd\u3082\u82e5\u5e72\u4f4e\u3081\u3060\u3063\u305f\u3002<br>[4] <a href=\"https:\/\/huggingface.co\/elyza\/ELYZA-japanese-Llama-2-7b-instruct\">elyza\/ELYZA-japanese-Llama-2-7b-instruct \u00b7 Hugging Face<\/a><br>[5] <a href=\"https:\/\/huggingface.co\/elyza\/ELYZA-japanese-Llama-2-7b-fast-instruct\">elyza\/ELYZA-japanese-Llama-2-7b-fast-instruct \u00b7 Hugging Face<\/a><br>[6] \u4ee5\u524d\u3068\u540c\u3058\u3067OpenICL\u3001TopkRetriever\u306b\u3088\u308a\u53d6\u5f97<br>[7] \u8a9e\u5f59\u306e\u8ffd\u52a0\u304c\u4f55\u3089\u304b\u306e\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u53ef\u80fd\u6027\u306f\u3042\u308b\u3093\u3060\u308d\u3046\u304b\u3001\u3068\u304b\u3001\u8ad6\u7406\u7684\uff08\u6570\u5f0f\u7684\uff09\u306b\u4f55\u3089\u304b\u306e\u4e8b\u304c\u8a00\u3048\u305d\u3046\u306a\u4e88\u611f\u304c\u3057\u306a\u304f\u3082\u306a\u3044\u3001\u3068\u304b\u601d\u3063\u3066\u3044\u308b\u3068\u3053\u308d\u3002\u5358\u7d14\u306b\u4e0d\u5f97\u610f\u306a\u30bf\u30b9\u30af\u304c\u751f\u307e\u308c\u3066\u3044\u308b\u3060\u3051\u304b\u3082\u3057\u308c\u306a\u3044\u304c\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Google\u306ePaLM2\u304c\u65e5\u672c\u8a9e\u306b\u5bfe\u5fdc\u3001ELYZA\u304b\u3089Llama-2\u30d9\u30fc\u30b9\u306e\u30e2\u30c7\u30eb\u304c\u516c\u958b\u3055\u308c\u305f\u3002\u3044\u3064\u3082\u901a\u308a\u6a5f\u68b0\u7ffb\u8a33\u6027\u80fd\u3092\u691c\u8a3c\u3057\u3066\u307f\u305f\u3002 \u4f7f\u7528\u3057\u305f\u30c7\u30fc\u30bf\u306f\u4ee5\u524d\uff08DAMO PolyLM-13B\u306e\u6a5f\u68b0\u7ffb\u8a33\u6027\u80fd | \u3077\u308b\u30fc\u3075\u304a\u3076 &hellip; <a href=\"https:\/\/staka.jp\/wordpress\/?p=1035\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;PaLM2 \/ ELYZA-japanese-Llama-2-7b\u306e\u6a5f\u68b0\u7ffb\u8a33\u6027\u80fd&#8221; \u306e<\/span>\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2,13],"tags":[30,54],"class_list":["post-1035","post","type-post","status-publish","format-standard","hentry","category-ai","category-13","tag-elyza-japanese-llama-2","tag-palm"],"_links":{"self":[{"href":"https:\/\/staka.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/1035","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/staka.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/staka.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/staka.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/staka.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1035"}],"version-history":[{"count":0,"href":"https:\/\/staka.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/1035\/revisions"}],"wp:attachment":[{"href":"https:\/\/staka.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1035"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/staka.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1035"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/staka.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1035"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}