{"id":1049,"date":"2023-10-01T14:00:00","date_gmt":"2023-10-01T05:00:00","guid":{"rendered":"https:\/\/staka.jp\/wordpress\/?p=1049"},"modified":"2023-10-01T14:00:00","modified_gmt":"2023-10-01T05:00:00","slug":"plamo-13b-qwen-14b%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=1049","title":{"rendered":"PLaMo-13B, Qwen-14B\u306e\u6a5f\u68b0\u7ffb\u8a33\u6027\u80fd"},"content":{"rendered":"\n<p>\u65e5\u672c\u8a9e\u304c\u6271\u3048\u308b\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u767a\u8868\u304c\u76f8\u6b21\u3044\u3067\u3044\u308b\u3002\u4ee5\u524d\u53d6\u308a\u4e0a\u3052\u305fQwen\u306b\u3064\u3044\u3066\u3082\u524d\u56de\u691c\u8a3c\u6642\u3088\u308a\u5927\u898f\u6a21\u306a\u30e2\u30c7\u30eb\u304c\u516c\u958b\u3055\u308c\u3066\u3044\u305f\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.preferred.jp\/ja\/news\/pr20230928\/\">\u65e5\u82f12\u8a00\u8a9e\u5bfe\u5fdc\u306e\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30ebPLaMo-13B\u3092\u7814\u7a76\u30fb\u5546\u7528\u5229\u7528\u53ef\u80fd\u306a\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30e9\u30a4\u30bb\u30f3\u30b9\u3067\u516c\u958b &#8211; \u682a\u5f0f\u4f1a\u793ePreferred Networks<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/huggingface.co\/Qwen\/Qwen-14B-Chat\">Qwen\/Qwen-14B-Chat \u00b7 Hugging Face<\/a>\n<ul class=\"wp-block-list\">\n<li>\u30c6\u30af\u30cb\u30ab\u30eb\u30ec\u30dd\u30fc\u30c8\u3000<a href=\"https:\/\/arxiv.org\/abs\/2309.16609v1\">[2309.16609v1] Qwen Technical Report (arxiv.org)<\/a><\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea <a href=\"https:\/\/github.com\/QwenLM\/Qwen\">GitHub &#8211; QwenLM\/Qwen: The official repo of Qwen (\u901a\u4e49\u5343\u95ee) chat &amp; pretrained large language model proposed by Alibaba Cloud.<\/a><\/li>\n\n\n\n<li>Agent framework <a href=\"https:\/\/github.com\/QwenLM\/Qwen-Agent\">GitHub &#8211; QwenLM\/Qwen-Agent: Agent framework and applications built upon Qwen, featuring Code Interpreter and Chrome browser extension.<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p>\u4eca\u307e\u3067\u3068\u540c\u69d8\u3001\u4e0a\u8a18\u306e\u6a5f\u68b0\u7ffb\u8a33\u6027\u80fd\u3092\u691c\u8a3c\u3057\u3066\u307f\u305f\u3002\u6027\u80fd\u8a55\u4fa1\u306b\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\u306f\u74b0\u5883\u306fColab Pro+\u3092\u7528\u3044\u305f\u3002PLaMo-13B\u304c8bit\u3067\u8aad\u307f\u8fbc\u307f[1]\u3001Qwen-14B\u306ffloat16\u3067\u8aad\u307f\u8fbc\u3093\u3060\u3002\u524d\u56de\u540c\u69d8\u3001\u65e5\u672c\u8a9e\u3092\u591a\u304f\u542b\u3080PLaMo\u306b\u3064\u3044\u3066\u6307\u793a\u3092\u65e5\u672c\u8a9e\u306b\u3057\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u3082\u8a66\u3057\u3066\u3044\u308b[2]\u3002<\/p>\n\n\n\n<p>\u672c\u4ef6\u306e\u691c\u8a3c\u3067\u306fQwen-14B\u306f\u56de\u7b54\u90e8\u5206\u3092\u624b\u3067\u62bd\u51fa\u306f\u3057\u3066\u304a\u3089\u305a\u3001PLaMo-13B\u306f\u624b\u3067\u56de\u7b54\u3092\u62bd\u51fa\u3057\u305f\u3002PLaMo-13B\u306finstruction tuning\u524d\u306a\u3053\u3068\u3082\u3042\u308a\u5236\u5fa1\u304c\u96e3\u3057\u3044\u4e8b\u3001PLaMo-13B\u306e\u56de\u7b54\u90e8\u5206\u3092\u30eb\u30fc\u30eb\u62bd\u51fa\u3059\u308b\u30b3\u30fc\u30c9\u3092\u66f8\u304f\u6642\u9593\u304c\u7121\u304b\u3063\u305f\u4e8b\u304c\u7406\u7531\u3067\u3042\u308b\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> [3]<\/td><\/tr><tr><td>GPT-3.5 [4]<\/td><td>26.7<\/td><td><strong>37.0<\/strong><\/td><\/tr><tr><td>PLaMo-13B [5] \/ 8bit\u8aad\u307f\u8fbc\u307f \/ \u65e5\u672c\u8a9e\u6307\u793a<\/td><td>4.8<\/td><td>23.1<\/td><\/tr><tr><td>PLaMo-13B [5] \/ 8bit\u8aad\u307f\u8fbc\u307f \/ \u82f1\u8a9e\u6307\u793a <\/td><td>5.2<\/td><td>18.3<\/td><\/tr><tr><td>Qwen-14B-Chat [6]<\/td><td><strong>22.9<\/strong><\/td><td><strong>35.1<\/strong><\/td><\/tr><tr><td>\u3010\u53c2\u8003\u3011 Qwen-7B-Chat [7]<\/td><td>14.5<\/td><td>23.3<\/td><\/tr><\/tbody><\/table><figcaption class=\"wp-element-caption\">PLaMo-13B\uff08\u4e8b\u524d\u5b66\u7fd2\u6e08\u307f\u30e2\u30c7\u30eb\u30fb\u672a\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\uff09, Qwen-14B-Chat, GPT-3.5-TURBO-16K\u306eBLEU<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u7d50\u679c<\/h2>\n\n\n\n<p>PLaMo-13B\u306f\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u524d\u306e\u72b6\u614b\u3067\u3042\u308b\u304b\u3089\u304b\u5236\u5fa1\u304c\u96e3\u3057\u3044\u3002\u7279\u306b\u9577\u6587\u3067\u56de\u7b54\u90e8\u5206\u306e\u307f\u3092\u51fa\u529b\u3055\u305b\u308b\u4e8b\u304c\u7c21\u5358\u3067\u306f\u306a\u3044\u3002\u65e5\u672c\u8a9e\u6307\u793a\u3001\u82f1\u8a9e\u6307\u793a\u306e\u5dee\u3084\u51fa\u529b\u304b\u3089\u306f\u300c\u6a5f\u68b0\u7ffb\u8a33\u300d\u3068\u3044\u3046\u30bf\u30b9\u30af\u3092\u5341\u5206\u306b\u8a8d\u8b58\u3055\u305b\u3089\u308c\u3066\u3044\u306a\u3044\u3088\u3046\u306b\u898b\u53d7\u3051\u3089\u308c\u305f\u3002\u3053\u308c\u306f\u30e2\u30c7\u30eb\u306e\u554f\u984c\u3067\u306f\u306a\u304f\u30d7\u30ed\u30f3\u30d7\u30c8\u4f5c\u6210\u5074\uff08\u7b46\u8005\u5074\uff09\u306e\u554f\u984c\u3067\u3042\u308b\u3088\u3046\u306b\u601d\u3046\u3002\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u305f\u30e2\u30c7\u30eb\u304c\u516c\u958b\u3055\u308c\u305f\u3089\u518d\u5ea6\u8a66\u3057\u3066\u307f\u305f\u3044\u3068\u3053\u308d\u3002\u30bf\u30b9\u30af\u8a8d\u8b58\u304c\u3046\u307e\u304f\u3044\u3063\u3066\u3044\u308b\u4e8b\u4f8b\u3067\u306f\u307e\u305a\u307e\u305a\u306e\u7ffb\u8a33\u6587\u304c\u51fa\u3066\u304d\u3066\u3044\u305f\u306e\u3067\u8868\u306e\u6570\u5024\u306f\u53c2\u8003\u7a0b\u5ea6\u3002\u500b\u4eba\u7684\u306b\u306f\u671f\u5f85\u5927\u3002<\/p>\n\n\n\n<p>Qwen-14B\u306e\u6a5f\u68b0\u7ffb\u8a33\u6027\u80fd\u306f\u9ad8\u304fLlama-2 13B\uff08\u56de\u7b54\u305d\u306e\u307e\u307e\u3060\u306833.1\u3001\u624b\u3067\u306e\u62bd\u51fa\u3092\u884c\u3063\u306635.1\uff09\u4ee5\u4e0a\u3067\u3042\u308b\u3002Qwen-7B\u3068\u6bd4\u3079\u3066\u5927\u304d\u304f\u30b9\u30b3\u30a2\u3092\u4f38\u3070\u3057\u3066\u304a\u308a\u6a5f\u68b0\u7ffb\u8a33\u30bf\u30b9\u30af\u306b\u304a\u3051\u308b\u30d1\u30e9\u30e1\u30fc\u30bf\u30b5\u30a4\u30ba\u306e\u91cd\u8981\u6027\u304c\u793a\u5506\u3055\u308c\u308b\u7d50\u679c\u306b\u306a\u3063\u3066\u3044\u308b[8]\u3002<\/p>\n\n\n\n<p>PLaMo-13B\u306fApache License v2.0\u3068\u975e\u5e38\u306b\u4f7f\u3044\u3084\u3059\u3044\u30e9\u30a4\u30bb\u30f3\u30b9\u3002\u4eca\u5f8c\u306e\u767a\u5c55\u306b\u671f\u5f85\u3057\u305f\u3044\u3002\u304a\u305d\u3089\u304f\u65e9\u671f\u306binstruction tuning\u5f8c\u30d0\u30fc\u30b8\u30e7\u30f3\u304c\u516c\u958b\u3055\u308c\u308b\u3068\u601d\u308f\u308c\u308b\u305f\u3081\u3001\u305d\u306e\u6642\u306b\u307e\u305f\u8a66\u884c\u3092\u884c\u3044\u305f\u3044[9]\u3002<\/p>\n\n\n\n<p>Qwen\u306f\u72ec\u81ea\u30e9\u30a4\u30bb\u30f3\u30b9\u3067\u306f\u3042\u308b\u304c\u300cOur code and checkpoints are open to research purpose, and they are allowed for commercial purposes. Check&nbsp;<a href=\"https:\/\/github.com\/QwenLM\/Qwen\/blob\/main\/LICENSE\">LICENSE<\/a>&nbsp;for more details about the license. If you have requirements for commercial use, please fill out the&nbsp;<a href=\"https:\/\/dashscope.console.aliyun.com\/openModelApply\/qianwen\">form<\/a>&nbsp;to apply.<a href=\"https:\/\/huggingface.co\/Qwen\/Qwen-14B-Chat#%E8%81%94%E7%B3%BB%E6%88%91%E4%BB%AC%EF%BC%88contact-us%EF%BC%89\"><\/a>\u300d\u3068\u7814\u7a76\u76ee\u7684\u3067\u306e\u5236\u7d04\u306f\u5f37\u304f\u306a\u3044\u3002\u5468\u8fba\u30c4\u30fc\u30eb\u304c\u6574\u5099\u3055\u308c\u3066\u304a\u308a\u4f7f\u3044\u3084\u3059\u3044\u5370\u8c61\u3092\u53d7\u3051\u308b[10]\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u811a\u6ce8<\/h4>\n\n\n\n<p>[1] PLaMo-13B\u306e\u51e6\u7406\u6642\u9593\u304c\u975e\u5e38\u306b\u9577\u304b\u3063\u305f\u305f\u308116bit\u3067\u306e\u8aad\u307f\u8fbc\u307f\u3092\u3042\u304d\u3089\u3081\u305f\u3002<br>[2] \u524d\u56de\u3068\u7570\u306a\u308a\u76f8\u5fdc\u306e\u52b9\u679c\u304c\u898b\u3048\u305f\u3002<br>[3] \u4ee5\u524d\u3068\u540c\u3058\u3067OpenICL\u3001TopkRetriever\u306b\u3088\u308a\u53d6\u5f97<br>[4] gpt-3.5-turbo-16k-0613<br>[5] <a href=\"https:\/\/huggingface.co\/pfnet\/plamo-13b\">pfnet\/plamo-13b \u00b7 Hugging Face<\/a><br>[6] <a href=\"https:\/\/huggingface.co\/Qwen\/Qwen-14B-Chat\">Qwen\/Qwen-14B-Chat \u00b7 Hugging Face<\/a><br>[7] <a href=\"https:\/\/huggingface.co\/Qwen\/Qwen-7B-Chat\">Qwen\/Qwen-7B-Chat \u00b7 Hugging Face<\/a><br>[8] Llama-2-7b-chat-hf: 20.1 \uff08\u56de\u7b54\u3092\u624b\u52d5\u62bd\u51fa\u3057\u3066 23.9\uff09\u3001Llama-2-13b-chat-hf: 33.1 \uff08\u56de\u7b54\u3092\u624b\u52d5\u62bd\u51fa\u3057\u3066 35.1\uff09\u3068Llama-2\u3082\u307b\u307c\u540c\u50be\u5411\u3068\u306a\u3063\u3066\u3044\u308b\u3002<br>[9] \u6a5f\u68b0\u7ffb\u8a33\u3092\u91cd\u8996\u3057\u305f\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u81ea\u5206\u3067\u3084\u308b\u304b\u3082\u3057\u308c\u306a\u3044\uff08\u3084\u308a\u305f\u3044\uff09\u304c\u3001\u6642\u9593\u304c\u3068\u308c\u306a\u3055\u305d\u3046\u3002\u3002\u3002<br>[10] \u958b\u767a\u30c1\u30fc\u30e0\u306f\u30e2\u30c7\u30eb\u306e\u8a55\u4fa1\u3084\u5468\u8fba\u30c4\u30fc\u30eb\u306e\u958b\u767a\u306a\u3069\u306b\u3082\u304b\u306a\u308a\u306e\u30ea\u30bd\u30fc\u30b9\u3092\u6295\u5165\u3057\u3066\u3044\u308b\u3002\u7814\u7a76\u3060\u3051\u3067\u306a\u304f\u5b9f\u7528\u5316\u3067\u3082\u975e\u5e38\u306b\u7af6\u4e89\u304c\u6fc0\u3057\u304f\u306a\u3063\u3066\u3044\u308b\u3002<br><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u65e5\u672c\u8a9e\u304c\u6271\u3048\u308b\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u767a\u8868\u304c\u76f8\u6b21\u3044\u3067\u3044\u308b\u3002\u4ee5\u524d\u53d6\u308a\u4e0a\u3052\u305fQwen\u306b\u3064\u3044\u3066\u3082\u524d\u56de\u691c\u8a3c\u6642\u3088\u308a\u5927\u898f\u6a21\u306a\u30e2\u30c7\u30eb\u304c\u516c\u958b\u3055\u308c\u3066\u3044\u305f\u3002 \u4eca\u307e\u3067\u3068\u540c\u69d8\u3001\u4e0a\u8a18\u306e\u6a5f\u68b0\u7ffb\u8a33\u6027\u80fd\u3092\u691c\u8a3c\u3057\u3066\u307f\u305f\u3002\u6027\u80fd\u8a55\u4fa1\u306b\u4f7f\u7528\u3057\u305f\u30c7\u30fc\u30bf\u306f\u4ee5\u524d\uff08DAMO &hellip; <a href=\"https:\/\/staka.jp\/wordpress\/?p=1049\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;PLaMo-13B, Qwen-14B\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":[37,57,63],"class_list":["post-1049","post","type-post","status-publish","format-standard","hentry","category-ai","category-13","tag-gpt-3-5-turbo","tag-plamo-13b","tag-qwen-14b"],"_links":{"self":[{"href":"https:\/\/staka.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/1049","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=1049"}],"version-history":[{"count":0,"href":"https:\/\/staka.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/1049\/revisions"}],"wp:attachment":[{"href":"https:\/\/staka.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1049"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/staka.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1049"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/staka.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1049"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}