{"id":1093,"date":"2024-06-08T21:30:00","date_gmt":"2024-06-08T12:30:00","guid":{"rendered":"https:\/\/staka.jp\/wordpress\/?p=1093"},"modified":"2024-06-08T21:30:00","modified_gmt":"2024-06-08T12:30:00","slug":"qwen2-7b-glm-4-9b%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=1093","title":{"rendered":"Qwen2-7B, GLM-4-9B\u306e\u6a5f\u68b0\u7ffb\u8a33\u6027\u80fd"},"content":{"rendered":"\n<p>\u4e2d\u56fd\u304b\u3089\u3082Weight\u3092\u516c\u958b\u3057\u3066\u3044\u308b or \u30aa\u30fc\u30d7\u30f3\u306a\u30e2\u30c7\u30eb\u306e\u767a\u8868\u304c\u7d9a\u3044\u3066\u3044\u308b\u3002\u3044\u3064\u3082\u306e\u901a\u308a\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\u3002\u57fa\u672c\u7684\u306bfp16\u3067\u6271\u3063\u3066\u3044\u308b\u3002 <\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/qwenlm.github.io\/blog\/qwen2\/\">Hello Qwen2 | Qwen (qwenlm.github.io)<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/github.com\/THUDM\/GLM-4\/blob\/main\/README_en.md\">GLM-4\/README_en.md at main \u00b7 THUDM\/GLM-4 \u00b7 GitHub<\/a><\/li>\n<\/ul>\n\n\n\n<p>\u672c\u4ef6\u306e\u691c\u8a3c\u3067\u3082GPT-4o\u3092\u7528\u3044\u3066\u56de\u7b54\u62bd\u51fa\u3092\u884c\u3063\u305f\u7d50\u679c\u3092\u4f75\u8a18\u3057\u3066\u3044\u308b\u304c\u3001\u57fa\u672c\u7684\u306b\u6307\u793a\u3078\u306e\u5bfe\u5fdc\u306f\u5b89\u5b9a\u3057\u3066\u3044\u305f\u3002\u8a55\u4fa1\u6307\u6a19\u306fBLEU\u3001\u4f7f\u7528\u3057\u305f\u30c4\u30fc\u30eb\u3084tokenizer\u306f\u4ee5\u524d\u3068\u540c\u3058\uff08sacrebleu \u2013tokenize ja-mecab\uff09\u3067\u3042\u308b\u3002\u300c0 shot\u300d\u3068\u300c1 shot\u300d\u306e\u6bd4\u8f03\u3067ICL\u3084RAG\u306a\u3069\u30d7\u30ed\u30f3\u30d7\u30c8\u5185\u306b\u30c7\u30fc\u30bf\u3092\u4e0e\u3048\u305f\u6642\u306e\u6027\u80fd\u3001\u300c\u51fa\u529b\u305d\u306e\u307e\u307e\u300d\u3068\u300cGPT-4\u3067\u56de\u7b54\u62bd\u51fa\u300d\u306e\u6bd4\u8f03\u3067\u6307\u793a\u306e\u3057\u3084\u3059\u3055\u3092\u30b6\u30c3\u30af\u30ea\u3068\u307f\u308b\u4e8b\u304c\u3067\u304d\u308b\u3002\u3044\u3064\u3082\u306e\u901a\u308a\u975e\u5e38\u306b\u9650\u5b9a\u3055\u308c\u305f\u6a5f\u68b0\u7ffb\u8a33\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u3042\u308b[1]\u3053\u3068\u306b\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table><tbody><tr><td>\u30e2\u30c7\u30eb<\/td><td>0 shot \/ <br>\u51fa\u529b\u305d\u306e\u307e\u307e<\/td><td>0 shot \/<br>GPT-4o\u3067\u56de\u7b54\u62bd\u51fa<\/td><td>1 shot \/<br>\u51fa\u529b\u305d\u306e\u307e\u307e<\/td><td>1 shot \/<br>GPT-4o\u3067\u56de\u7b54\u62bd\u51fa<\/td><\/tr><tr><td><a href=\"https:\/\/huggingface.co\/Qwen\/Qwen2-7B-Instruct\">Qwen\/Qwen2-7B-Instruct \u00b7 Hugging Face<\/a><\/td><td>20.5<\/td><td>20.4<\/td><td>29.7<\/td><td>30.0<\/td><\/tr><tr><td><a href=\"https:\/\/huggingface.co\/THUDM\/glm-4-9b\">THUDM\/glm-4-9b \u00b7 Hugging Face<\/a><\/td><td>25.5<\/td><td>25.5<\/td><td>30.4<\/td><td>30.6<\/td><\/tr><\/tbody><\/table><figcaption class=\"wp-element-caption\">Qwen2, GLM4\u306e\u6a5f\u68b0\u7ffb\u8a33\u6027\u80fd<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u7d50\u679c\u3068\u6240\u611f<\/h2>\n\n\n\n<p>Qwen2 7B\u3001GLM 4 9B\u3068\u3082\u6a5f\u68b0\u7ffb\u8a33\u6027\u80fd\u306f\u9ad8\u3044\u3002\u3055\u3059\u304c\u30de\u30eb\u30c1\u30ea\u30f3\u30ac\u30eb\u5229\u7528\u3092\u60f3\u5b9a\u3055\u308c\u69cb\u7bc9\u3055\u308c\u305f\u30e2\u30c7\u30eb\u3067\u3042\u308b\u3002Qwen2\u3068GLM4\u306e\u6027\u80fd\u5dee\u306f\u30d1\u30e9\u30e1\u30fc\u30bf\u30b5\u30a4\u30ba\u306b\u3088\u308b\u3082\u306e\u306b\u898b\u3048\u308b\u3002<\/p>\n\n\n\n<p>\u4eca\u307e\u3067\u306e\u691c\u8a3c\u7d50\u679c\u3092\u632f\u308a\u8fd4\u308b\u3068\u3001\u540c\u69d8\u306b\u69cb\u7bc9\u3055\u308c\u305fAya-23 8B [2]\u3068\u6bd4\u3079\u308b\u3068\u51fa\u529b\u306e\u5b89\u5b9a\u6027\uff08\u4f7f\u3044\u3084\u3059\u3055\uff09\u306fQwen, GLM\u304c\u512a\u308c\u3001\u7d76\u5bfe\u6027\u80fd\u306f\u7af6\u5408\u7684\u307e\u305f\u306f\u3084\u3084Aya-23\u304c\u512a\u4f4d\u3068\u3044\u3048\u305d\u3046 [3]\u3002<\/p>\n\n\n\n<p>\u30b5\u30a4\u30ba\u304c\u8fd1\u304f\u6709\u540d\u306a\u30e2\u30c7\u30eb\u306b\u306fMistral 7B v0.3\u3084Gemma 7B\u3001Llama 3 8B\u304c\u3042\u308b\u3002\u3053\u308c\u3089\u3068\u6bd4\u3079\u308b\u30680 shot\u6027\u80fd\u3067\u306fQwen, GLM\u304c\u512a\u308c\u30011 shot\u6027\u80fd\u306f\u307b\u307c\u4e92\u89d2\u3067\u3042\u308b\u30020 shot\u6027\u80fd\u306fLLM\u5185\u306e\u77e5\u8b58\u306b\u4f9d\u5b58\u3057\u3001\u65e5\u672c\u8a9e\u3067\u306e\u7d99\u7d9a\u5b66\u7fd2\u30fbSFT\u3092\u884c\u3046\u3068\u6027\u80fd\u62e1\u5f35\u306e\u4f59\u5730\u3082\u5927\u304d\u305d\u3046\u3002<\/p>\n\n\n\n<p>Qwen2 7B\u306fApache-2\u30e9\u30a4\u30bb\u30f3\u30b9\u3068\u5b8c\u5168\u306aOSS\u3067\u3042\u308b\u3053\u3068\u3082\u91cd\u8981\u3002\u7d76\u5bfe\u6027\u80fd\u304c\u9ad8\u304f\u3001\u547d\u4ee4\u8ffd\u5f93\u6027\u304c\u826f\u3044\u3001\u304b\u3064\u3001\u5468\u8fba\u30c4\u30fc\u30eb\u3082\u3088\u304f\u6574\u5099\u3055\u308c\u3066\u3044\u308b\u5f37\u529b\u3067\u4f7f\u3044\u3084\u3059\u3044\u30e2\u30c7\u30eb\u3067\u3042\u308b\u3088\u3046\u306b\u601d\u3046\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">\u811a\u6ce8<\/h5>\n\n\n\n<p>[1] \u3053\u306e\u3042\u305f\u308a\u306e\u30b6\u30c3\u30af\u30ea\u611f\u306f\u3044\u3064\u3082\u3068\u540c\u3058\u3002<br>[2] Aya-23\u306fCC-BY-NC\u3068\u5546\u696d\u5229\u7528\u304c\u7981\u6b62\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u4f7f\u3044\u3069\u3053\u308d\u306f\u9650\u3089\u308c\u308b\u3002<br>[3] BLEU\u3067\u6e2c\u308c\u308b\u306e\u304b\u3068\u3044\u3046\u8a71\u306f\u3042\u308b\u304c\u2026<br><br><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4e2d\u56fd\u304b\u3089\u3082Weight\u3092\u516c\u958b\u3057\u3066\u3044\u308b or \u30aa\u30fc\u30d7\u30f3\u306a\u30e2\u30c7\u30eb\u306e\u767a\u8868\u304c\u7d9a\u3044\u3066\u3044\u308b\u3002\u3044\u3064\u3082\u306e\u901a\u308a\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 PolyLM-13B\u306e\u6a5f\u68b0\u7ffb\u8a33\u6027\u80fd | \u3077\u308b\u30fc\u3075\u304a\u3076\u3053\u3093\u305b &hellip; <a href=\"https:\/\/staka.jp\/wordpress\/?p=1093\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;Qwen2-7B, GLM-4-9B\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":[2,11,13],"tags":[36,50,65],"class_list":["post-1093","post","type-post","status-publish","format-standard","hentry","category-ai","category-11","category-13","tag-glm","tag-neural-machine-translation","tag-qwen2"],"_links":{"self":[{"href":"https:\/\/staka.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/1093","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=1093"}],"version-history":[{"count":0,"href":"https:\/\/staka.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/1093\/revisions"}],"wp:attachment":[{"href":"https:\/\/staka.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1093"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/staka.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1093"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/staka.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1093"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}