{"id":5838,"date":"2024-12-04T05:55:00","date_gmt":"2024-12-03T20:55:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5838"},"modified":"2024-12-04T05:55:00","modified_gmt":"2024-12-03T20:55:00","slug":"bayling-2-a-multilingual-large-language-model-with-efficient-language-alignment","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5838","title":{"rendered":"BayLing 2: A Multilingual Large Language Model with Efficient Language Alignment\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>BayLing 2: A Multilingual Large Language Model with Efficient Language Alignment\u00a0<\/strong>[42.2]<br>\u672c\u7a3f\u3067\u306f,\u30cf\u30a4\u30bd\u30fc\u30b9\u8a00\u8a9e\u304b\u3089\u4f4e\u30bd\u30fc\u30b9\u8a00\u8a9e\u3078\u52b9\u7387\u7684\u306b\u751f\u6210\u80fd\u529b\u3068\u77e5\u8b58\u3092\u4f1d\u9054\u3059\u308bBayLing 2\u3092\u7d39\u4ecb\u3059\u308b\u3002 100\u4ee5\u4e0a\u306e\u8a00\u8a9e\u306b\u307e\u305f\u304c\u308b\u591a\u8a00\u8a9e\u7ffb\u8a33\u3067\u306f\u3001BayLing\u306f\u540c\u69d8\u306e\u30b9\u30b1\u30fc\u30eb\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30e2\u30c7\u30eb\u3088\u308a\u3082\u512a\u308c\u305f\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u793a\u3057\u3066\u3044\u308b\u3002 BayLing\u306e\u30c7\u30e2\u3001\u30db\u30fc\u30e0\u30da\u30fc\u30b8\u3001\u30b3\u30fc\u30c9\u3001\u30e2\u30c7\u30eb\u304c\u5229\u7528\u53ef\u80fd\u3060\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2411.16300v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2411.16300v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 25 Nov 2024 11:35:08 GMT)<\/li>\n\n\n\n<li>fune tuning\u3092\u30d9\u30fc\u30b9\u3068\u3057\u305f\u591a\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u69cb\u7bc9\u300cBy fine-tuning on high-resource language instructions and cross-lingual instructions, LLM can transfer knowledge and generative capabilities from high-resource languages to low-resource languages, thereby facilitating multilingual interaction.\u300d\u300cCross-lingual instructions, such as interactive translation and multilingual translation, can efficiently enhance the language alignment within LLM, thereby improving translation performance.\u300d\u3068\u306e\u3053\u3068\u3060\u304c\u3001\u7d50\u679c\u306e\u89e3\u91c8\u306f\u306a\u304b\u306a\u304b\u96e3\u3057\u3044\u30fb\u30fb\u30fb<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/ictnlp\/BayLing\">GitHub &#8211; ictnlp\/BayLing: \u201c\u767e\u8046\u201d\u662f\u4e00\u4e2a\u57fa\u4e8eLLaMA\u7684\u8bed\u8a00\u5bf9\u9f50\u589e\u5f3a\u7684\u82f1\u8bed\/\u4e2d\u6587\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u5177\u6709\u4f18\u8d8a\u7684\u82f1\u8bed\/\u4e2d\u6587\u80fd\u529b\uff0c\u5728\u591a\u8bed\u8a00\u548c\u901a\u7528\u4efb\u52a1\u7b49\u591a\u9879\u6d4b\u8bd5\u4e2d\u53d6\u5f97ChatGPT 90%\u7684\u6027\u80fd\u3002BayLing is an English\/Chinese LLM equipped with advanced language alignment, showing superior capability in English\/Chinese generation, instruction following and multi-turn interaction.<\/a>\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30b5\u30a4\u30c8\u306f<a href=\"http:\/\/nlp.ict.ac.cn\/bayling\">http:\/\/nlp.ict.ac.cn\/bayling<\/a>\u3060\u304c\u57f7\u7b46\u6642\u70b9\u3067\u306f\u30c0\u30a6\u30f3\u3057\u3066\u3044\u308b\u3088\u3046\uff08\uff1f\uff09<\/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-5838","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\/5838","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=5838"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5838\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5838"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5838"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5838"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}