{"id":1073,"date":"2024-05-18T18:00:00","date_gmt":"2024-05-18T09:00:00","guid":{"rendered":"https:\/\/staka.jp\/wordpress\/?p=1073"},"modified":"2024-05-18T18:00:00","modified_gmt":"2024-05-18T09:00:00","slug":"gpt-4o-gemini-pro-gemini-flash%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=1073","title":{"rendered":"GPT-4o, Gemini Pro, Gemini Flash\u306e\u6a5f\u68b0\u7ffb\u8a33\u6027\u80fd"},"content":{"rendered":"\n

5\u6708\u4e0a\u65ec\u306fGPT-4o, Gemini Flash\u3068\u5546\u7528MLLM\u306e\u767a\u8868\u304c\u76f8\u6b21\u3044\u3060\uff08Hello GPT-4o | OpenAI<\/a>\u3001Google Gemini updates: Flash 1.5, Gemma 2 and Project Astra (blog.google)<\/a>\uff09\u3002\u516c\u5f0f\u3001\u975e\u516c\u5f0f\u3092\u554f\u308f\u305a\u691c\u8a3c\u7d50\u679c\u304c\u767a\u8868\u3055\u308c\u3066\u304a\u308a\u3001\u3044\u3064\u3082\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u6027\u80fd\u3092\u691c\u8a3c\u3057\u3066\u307f\u305f\u3002<\/p>\n\n\n\n

\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\u3077\u3068 (staka.jp)<\/a>\uff09\u3068\u540c\u3058\u3002\u306a\u304a\u3001GPT-4o\u306eo\u3067\u3082\u3042\u308b\u30c6\u30ad\u30b9\u30c8\u4ee5\u5916\u306e\u60c5\u5831\u306f\u4f7f\u3063\u3066\u3044\u306a\u3044\u305f\u3081\u6027\u80fd\u8a55\u4fa1\u3068\u3057\u3066\u306f\u53c2\u8003\u7a0b\u5ea6\u3067\u3042\u308b[1]\u3002<\/p>\n\n\n\n

\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\u3067in context learning\u306e\u6709\u52b9\u6027\u3092\u30b6\u30c3\u30af\u30ea\u3068\u307f\u308b\u4e8b\u304c\u3067\u304d\u308b[2]\u3002<\/p>\n\n\n\n

\u30e2\u30c7\u30eb<\/td>0 shot<\/td>1 shot<\/td>\u30b3\u30b9\u30c8\uff08USD\uff09 [3]
1M\u30c8\u30fc\u30af\u30f3\u3001\u5165\u529b\/\u51fa\u529b\u5225<\/td><\/tr>
GPT-4o<\/td>31.8<\/td>42.5<\/td>5 \/ 15<\/td><\/tr>
GPT-4 Turbo<\/td>29.4<\/td>35.4<\/td>10 \/ 30<\/td><\/tr>
\u3010\u53c2\u8003\u3011 GPT-3.5 Turbo<\/td>27.1<\/td>37.1<\/td>0.5 \/ 1.5<\/td><\/tr>
Gemini 1.5 Pro \/ gemini-1.5-pro-preview-0514<\/td>26.8<\/td>43.4<\/td>3.5 – 7.0 \/ 10.5 – 21.0 [4]<\/td><\/tr>
Gemini 1.5 Flash \/ gemini-1.5-flash-preview-0514<\/td>29.4<\/td>34.8<\/td>0.35 – 0.70 \/ 1.05 – 2.10 [4]<\/td><\/tr>
\u3010\u53c2\u8003\u3011Gemini 1.5 Pro \/ gemini-1.5-pro-preview-0409<\/td>34.4<\/td>50.1<\/td>3.5 – 7.0 \/ 10.5 – 21.0 [4]<\/td><\/tr><\/tbody><\/table>
\u5404\u7a2eAPI\u306eBLEU\u3001\u30b3\u30b9\u30c8\u306f2024-05-18\u6642\u70b9<\/figcaption><\/figure>\n\n\n\n

\u7d50\u679c<\/h2>\n\n\n\n

GPT-4o\u306f\u9ad8\u901f\u30fb\u4f4e\u30b3\u30b9\u30c8\u3067\u3042\u308b\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u4ee5\u524d\u306eGPT-4 Turbo\u3088\u308a\u9ad8\u3044\u6027\u80fd\u3092\u793a\u3057\u305f\u3002tokenizer\u3082GPT-4 Turbo\u3088\u308a\u65e5\u672c\u8a9e\u306b\u9069\u3057\u3066\u3044\u308b\u305f\u3081GPT-4 Turbo\u304b\u3089\u306e\u7f6e\u304d\u63db\u3048\u304c\u9032\u3080\u3060\u308d\u3046\u3002<\/p>\n\n\n\n

Gemini Pro\u306f\u4ee5\u524d\u3088\u308a\u3082\u30b9\u30b3\u30a2\u304c\u4f4e\u304f\u306a\u3063\u3066\u3044\u308b\u304c\u3001\u300c\u51fa\u529b\u306bMarkdown\u306e\u88c5\u98fe\u304c\u6df7\u3056\u308b\u300d\u300c\u4e00\u6587\u6bce\u306b\u8a33\u3059\u308b\u5f62\u306b\u306a\u308b\u300d\u306a\u3069\u51fa\u529b\u5f62\u5f0f\u304c\u63fa\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u539f\u56e0\u3067\u3042\u308b\u3002\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u8abf\u6574\u3059\u308c\u3070\u6027\u80fd\u306f\u5411\u4e0a\u3059\u308b\u3068\u601d\u308f\u308c\u308b[5]\u3002Gemini Flash\u306f\u9ad8\u3044\u6027\u80fd\u3092\u6301\u3064\u304c\u5b89\u4fa1\u3068\u767a\u8868\u306e\u901a\u308a\u30b3\u30b9\u30c8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u975e\u5e38\u306b\u9ad8\u3044\u3002<\/p>\n\n\n\n

GPT-3.5 Turbo\u3068Gemini 1.5 Flash\u3001GPT-4o\u3068Gemini 1.5 Pro\u306f\u7af6\u5408\u3057\u3066\u304a\u308a\u3001\u305d\u308c\u305e\u308c\u306b\u7279\u8272\u304c\u3042\u308b\u3002\u7528\u9014\u306b\u3088\u3063\u3066\u9078\u5b9a\u3059\u308b\u3053\u3068\u306b\u306a\u308b\u306e\u3067\u306f\u306a\u3044\u304b\u3068\u601d\u3046\u3002<\/p>\n\n\n\n

\u305d\u306e\u4ed6<\/h3>\n\n\n\n

\u4eca\u4f7f\u3063\u3066\u3044\u308b\u30c7\u30fc\u30bf\u30fb\u8a55\u4fa1\u6307\u6a19\u3068\u3082\u306b\u5b8c\u74a7\u306a\u3082\u306e\u3060\u3068\u306f\u601d\u3063\u3066\u3044\u306a\u3044\u304c\u3001\u8907\u6570\u306e\u30e2\u30c7\u30eb\u3092\u540c\u3058\u3088\u3046\u306b\u6bd4\u8f03\u3067\u304d\u308b\u306e\u306f\u4fbf\u5229\u3002\u9593\u9055\u3044\u306e\u5206\u6790\u3084\u30e2\u30c7\u30eb\u7279\u6027\u306e\u5909\u5316\u3092\u691c\u77e5\u3067\u304d\u308b\u3053\u3068\u3082\u91cd\u8981\u3067\u3042\u308b\u3002<\/p>\n\n\n\n

\u691c\u8a3c\u306b\u4f7f\u3063\u3066\u3044\u308b\u30c7\u30fc\u30bf\u306f\u5916\u52d9\u7701\uff08GPT-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>\u3001MPT-30B-Chat + In-Context Learning\u306e\u6027\u80fd | \u3077\u308b\u30fc\u3075\u304a\u3076\u3053\u3093\u305b\u3077\u3068 (staka.jp)<\/a>\uff09\u306e\u3082\u306e\u3067\u30e9\u30a4\u30bb\u30f3\u30b9\u7684\u306a\u554f\u984c\u306f\u306a\u3044\u305f\u3081\u3001\u30c7\u30fc\u30bf\u69cb\u7bc9\u904e\u7a0b\u3092\u81ea\u52d5\u5316\u3057\u516c\u958b\u3057\u3088\u3046\u304b\u3068\u601d\u308f\u306a\u304f\u3082\u306a\u3044[6]\u3002\u6642\u7cfb\u5217\u5909\u5316\u3084\uff08Leakage\u304c\u5165\u3089\u306a\u3044\u3068\u601d\u308f\u308c\u308b\uff09\u6700\u65b0\u30c7\u30fc\u30bf\u3067\u306e\u6bd4\u8f03\u306a\u3069\u3082\u53ef\u80fd\u306a\u3069\u3001\u4fbf\u5229\u306a\u30c7\u30fc\u30bf\u3067\u3042\u308b\u306f\u305a[6]\u3002<\/p>\n\n\n\n

\u811a\u6ce8<\/h3>\n\n\n\n

[1] \u8a55\u4fa1\u6307\u6a19\u304c\u8272\u3005\u3068\u554f\u984c\u3042\u308bBLEU\u3067\u3042\u308a\u3001Leakage\u306e\u5fc3\u914d\u3082\u3042\u3063\u3066\u672c\u5f53\u306b\u53c2\u8003\u306e\u53c2\u8003
[2] \u3053\u3061\u3089\u3082\u3056\u3063\u304f\u308a\u3068\u3057\u304b\u898b\u308c\u306a\u3044
[3] tokenizer\u304c\u7570\u306a\u308b\u305f\u3081\u4e00\u5f8b\u6bd4\u8f03\u306f\u3067\u304d\u306a\u3044\u30012024-05-18\u6642\u70b9\u306e\u60c5\u5831\u3067\u300cPricing | OpenAI<\/a>\u300d\u300cGemini API \u306e\u6599\u91d1  |  Google AI for Developers  |  Google for Developers<\/a>\u300d\u304b\u3089\u53d6\u5f97\u3002
[4] Gemini 1.5\u306f\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u9577\u3055\u3067\u4fa1\u683c\u304c\u7570\u306a\u308b
[5] \u9069\u5207\u306a\u8a55\u4fa1\u30c7\u30fc\u30bf\u3092\u6301\u3064\u3001\u51fa\u529b\u306e\u5206\u6790\u3092\u3059\u308b\u3053\u3068\u304c\u91cd\u8981
[6] 1\u5e74\u4ee5\u4e0a\u524d\u306b\u3082\u540c\u3058\u3053\u3068\u3092\u8a00\u3063\u3066\u3044\u3066\u7d50\u5c40\u516c\u958b\u3057\u306a\u3044\u53ef\u80fd\u6027\u3082\u3042\u308b\u304c\u2026<\/p>\n","protected":false},"excerpt":{"rendered":"

5\u6708\u4e0a\u65ec\u306fGPT-4o, Gemini Flash\u3068\u5546\u7528MLLM\u306e\u767a\u8868\u304c\u76f8\u6b21\u3044\u3060\uff08Hello GPT-4o | OpenAI\u3001Google Gemini updates: Flash 1.5, Gemma 2 and P … “GPT-4o, Gemini Pro, Gemini Flash\u306e\u6a5f\u68b0\u7ffb\u8a33\u6027\u80fd” \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":[34,38],"class_list":["post-1073","post","type-post","status-publish","format-standard","hentry","category-ai","category-13","tag-gemini","tag-gpt-4"],"_links":{"self":[{"href":"https:\/\/staka.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/1073","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=1073"}],"version-history":[{"count":0,"href":"https:\/\/staka.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/1073\/revisions"}],"wp:attachment":[{"href":"https:\/\/staka.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1073"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/staka.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1073"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/staka.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1073"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}