{"id":3672,"date":"2023-08-14T06:46:00","date_gmt":"2023-08-13T21:46:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=3672"},"modified":"2023-08-14T06:46:00","modified_gmt":"2023-08-13T21:46:00","slug":"x-llama","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=3672","title":{"rendered":"x-LLaMA"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Extrapolating Large Language Models to Non-English by Aligning Languages\u00a0<\/strong>[56.9]<br>\u6211\u3005\u306f,\u8a00\u8a9e\u9593\u306e\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30a2\u30e9\u30a4\u30e1\u30f3\u30c8\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u3067,\u82f1\u8a9e\u4ee5\u5916\u306e\u8a00\u8a9e\u306b\u4e8b\u524d\u5b66\u7fd2\u3055\u308c\u305f\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u3092\u5f37\u5316\u3059\u308b\u3053\u3068\u3092\u63d0\u6848\u3059\u308b\u3002 \u5b9f\u9a13\u306e\u7d50\u679c\u3001x-LLaMA\u30e2\u30c7\u30eb\u306f6\u3064\u306e\u975e\u82f1\u8a9e\u8a00\u8a9e\u3067\u5e73\u574742.50%\u4e0a\u56de\u3063\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2308.04948v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2308.04948v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 9 Aug 2023 13:32:06 GMT)<\/li>\n\n\n\n<li>\u4e00\u822c\u7684\u306b\u82f1\u8a9e\u306b\u504f\u3063\u3066\u3044\u308b\u30de\u30eb\u30c1\u30ea\u30f3\u30ac\u30eb\u306aLLM\u3092\u82f1\u8a9e\u4ee5\u5916\u306e\u8a00\u8a9e\u306b\u5bfe\u5fdc\u3055\u305b\u3066\u3044\u304f\u624b\u6cd5\u306e\u63d0\u6848\u3002\u300cwe perform instruction-tuning on LLM with mixed cross-lingual general task instruction data and translation task instruction data.\u300d\u3067\u4f5c\u3063\u305fx-LLaMA-7B\u304c\u00a0Chinese-Alpaca-7B\u3068\u540c\u7b49\u3068\u3044\u3046\u306e\u306f\u8208\u5473\u6df1\u3044\u7d50\u679c\u3002<\/li>\n\n\n\n<li>\u65e5\u82f1\u30d0\u30a4\u30ea\u30f3\u30ac\u30eb\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3067\u306f<a href=\"https:\/\/huggingface.co\/rinna\/bilingual-gpt-neox-4b\">rinna\/bilingual-gpt-neox-4b \u00b7 Hugging Face<\/a>\u3084<a href=\"https:\/\/huggingface.co\/stabilityai\/japanese-stablelm-base-alpha-7b\">stabilityai\/japanese-stablelm-base-alpha-7b \u00b7 Hugging Face<\/a>\u304c\u51fa\u3066\u3044\u308b\u304c\u3001Llama2\u3092\u3053\u306e\u3088\u3046\u306a\u624b\u6cd5\u3067\u5f37\u5316\u3057\u305f\u30e2\u30c7\u30eb\u3068\u3069\u3061\u3089\u304c\u512a\u308c\u3066\u3044\u308b\u304b\u306f\u6c17\u306b\u306a\u308b\u3068\u3053\u308d\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/OwenNJU\/x-LLM\">OwenNJU\/x-LLM \u00b7 GitHub<\/a><\/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":[223,267],"class_list":["post-3672","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm","tag-multilingual"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3672","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=3672"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3672\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3672"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3672"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3672"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}