{"id":7213,"date":"2024-07-14T14:19:13","date_gmt":"2024-07-14T06:19:13","guid":{"rendered":"https:\/\/aict.nkust.edu.tw\/digitrans\/?p=7213"},"modified":"2024-12-13T21:10:46","modified_gmt":"2024-12-13T13:10:46","slug":"openai-%e7%9a%84-gpt-4o-mini-%e7%a2%ba%e5%af%a6%e5%be%88%e5%b0%8f-%e6%9b%b4%e4%be%bf%e5%ae%9c","status":"publish","type":"post","link":"https:\/\/aict.nkust.edu.tw\/digitrans\/?p=7213","title":{"rendered":"OpenAI \u7684 GPT-4o Mini \u78ba\u5be6\u5f88\u5c0f, \u66f4\u4fbf\u5b9c"},"content":{"rendered":"\n<p>2024-07-14 | Ewan Mak<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"gpt-4o-mini-vs-gpt-35%EF%BC%9A%E8%AA%B0%E5%B0%87%E6%88%90%E7%82%BA%E4%B8%8B%E4%B8%80%E4%BB%A3%E5%B0%8F%E5%9E%8B-slm-%E8%AA%9E%E8%A8%80%E6%A8%A1%E5%9E%8B%E7%9A%84%E9%9C%B8%E4%B8%BB%EF%BC%9F\">GPT-4o Mini vs GPT-3.5\uff1a\u8ab0\u5c07\u6210\u70ba\u4e0b\u4e00\u4ee3\u5c0f\u578b (SLM) \u8a9e\u8a00\u6a21\u578b\u7684\u9738\u4e3b\uff1f<\/h3>\n\n\n\n<p>AI \u7d9c\u8ff0OpenAI \u63a8\u51fa\u4e86 GPT-4o Mini\u2014\u2014GPT-4o \u751f\u6210\u578b\u5927\u8a9e\u8a00\u6a21\u578b\u7684\u66f4\u5c0f\u3001\u66f4\u4fbf\u5b9c\u7684\u7248\u672c\uff08LLM ) \u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img data-recalc-dims=\"1\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/i.imgur.com\/2EBkVr3.jpeg?w=640&#038;ssl=1\" alt=\"\"\/><\/figure>\n<\/div>\n\n\n<p>\u5fae\u8edf\u652f\u6301\u7684\u8d85\u7d1a\u5be6\u9a57\u5ba4\u9031\u56db\u8868\u793a\uff0c GPT-4o Mini \u5c31\u50cf\u666e\u901a\u7684GPT-4o\u4e00\u6a23\uff0c\u5b83\u662f\u591a\u6a21\u5f0f\u7684- \u5b83\u4e0d\u50c5\u53ef\u4ee5\u8655\u7406\u66f8\u9762\u6587\u5b57- \u4e26\u4e14\u5177\u6709128,000 \u500b\u4ee4\u724c\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\uff0c\u4e26\u63a5\u53d7\u4e86\u622a\u81f310 \u6708\u7684\u6750\u6599\u7684\u57f9\u8a132023 \u5e74\u3002<\/p>\n\n\n\n<p>OpenAI \u7684\u9ad8\u7aef\u6a21\u578b GPT-4o \u6bcf\u767e\u842c\u500b\u8f38\u5165\u548c\u8f38\u51fa\u4ee3\u5e63\u7684\u6210\u672c\u5206\u5225\u70ba 5 \u7f8e\u5143\u548c 15 \u7f8e\u5143\uff0c\u800c Mini \u7248\u672c\u7684\u6210\u672c\u70ba 15 \u7f8e\u5206\u548c 60 \u7f8e\u5206\u3002\u5982\u679c\u4f7f\u7528\u5ef6\u9072\u6279\u6b21\u8655\u7406\uff0c\u60a8\u53ef\u4ee5\u5c07\u9019\u4e9b\u6578\u5b57\u6e1b\u534a\u3002<\/p>\n\n\n\n<p>\u6211\u5011\u88ab\u544a\u77e5\u7cbe\u7c21\u7248\u529f\u80fd\u5c1a\u4e0d\u5b8c\u5584\uff0c\u50c5\u900f\u904e\u5176 API \u652f\u63f4\u6587\u5b57\u548c\u8996\u89ba\u3002\u5176\u4ed6\u8f38\u5165\u548c\u8f38\u51fa\u683c\u5f0f\uff08\u4f8b\u5982\u97f3\u8a0a\uff09\u5c07\u5728\u4e0d\u78ba\u5b9a\u7684\u672a\u4f86\u51fa\u73fe\u3002<\/p>\n\n\n\n<p>\u5728\u5275\u5efa GPT-4o Mini \u6642\uff0cOpenAI \u5f37\u8abf\u4e86\u5b83\u7684\u5b89\u5168\u6027\uff0c\u8072\u7a31\u5f9e\u57f9\u8a13\u6750\u6599\u4e2d\u904e\u6ffe\u6389\u4e86\u653b\u64ca\u6027\u6578\u64da\uff0c\u4e26\u70ba\u5176\u63d0\u4f9b\u4e86\u8207 GPT-4o \u76f8\u540c\u7684\u8b77\u6b04\u3002\u64da OpenAI \u7a31\uff0cMini \u9084\u5c0e\u5165\u4e86\u4e00\u500b\u5168\u65b0\u7684\u6a5f\u5236 &#8220;\u6307\u4ee4\u5c64\u7d1a\u7d50\u69cb\uff1a\u57f9\u8a13LLMs\u512a\u5148\u8655\u7406\u7279\u6b0a\u6307\u4ee4&#8221;\uff0c\u7406\u60f3\u60c5\u6cc1\u4e0b\uff0c\u53ef\u4ee5\u963b\u6b62\u8aaa\u670d\u6a21\u578b\u505a\u4e0d\u61c9\u8a72\u505a\u7684\u4e8b\u60c5\u7684\u5617\u8a66\uff0c\u4f8b\u5982\u8b93\u5b83\u5ffd\u7565\u5148\u524d\u7684\u6307\u4ee4\u4e26\u63a8\u7ffb\u5176\u88fd\u9020\u5546\u7684\u610f\u5716\u3002<\/p>\n\n\n\n<p>\u300cAPI\u4e2d\u7684GPT-4o mini\u662f\u7b2c\u4e00\u500b\u61c9\u7528\u6211\u5011\u7684\u6307\u4ee4\u5c64\u6b21\u65b9\u6cd5\u7684\u6a21\u578b\uff0c\u9019\u6709\u52a9\u65bc\u63d0\u9ad8\u6a21\u578b\u7684\u6297\u8d8a\u7344\u3001\u63d0\u793a\u6ce8\u5165\u548c\u7cfb\u7d71\u63d0\u793a\u63d0\u53d6\u7684\u80fd\u529b\u3002\u300d\u8d85\u7d1a\u5be6\u9a57\u5ba4\u8868\u793a\u3002 \u300c\u9019\u4f7f\u5f97\u6a21\u578b\u7684\u97ff\u61c9\u66f4\u52a0\u53ef\u9760\uff0c\u4e26\u6709\u52a9\u65bc\u4f7f\u5176\u5728\u5927\u898f\u6a21\u61c9\u7528\u7a0b\u5f0f\u4e2d\u4f7f\u7528\u66f4\u5b89\u5168\u3002<\/p>\n\n\n\n<p>\u201c\u6211\u5011\u5c07\u7e7c\u7e8c\u76e3\u63a7 GPT-4o mini \u7684\u4f7f\u7528\u65b9\u5f0f\uff0c\u4e26\u5728\u767c\u73fe\u65b0\u98a8\u96aa\u6642\u63d0\u9ad8\u6a21\u578b\u7684\u5b89\u5168\u6027\u3002\u201d<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img data-recalc-dims=\"1\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/i.imgur.com\/yvaa4AO.png?w=640&#038;ssl=1\" alt=\"\"\/><\/figure>\n<\/div>\n\n\n<p>\u6b64\u5916\uff0cOpenAI \u8072\u7a31 GPT-4o Mini \u9818\u5148\u65bc\u540c\u985e\u7522\u54c1LLMs\u5728\u57fa\u6e96\u6e2c\u8a66\u4e2d\u3002\u8207 Google \u7684\u8f15\u91cf\u7d1a Gemini Flash \u548c Anthropic \u7684 Claude Haiku \u76f8\u6bd4\uff0cMini \u5728MMLU\u7b49\u6e2c\u8a66\u4e2d\u7684\u6e96\u78ba\u5ea6\u901a\u5e38\u9ad8\u51fa 5% \u5230 15%\u3002\u5728\u5169\u500b\u7570\u5e38\u503c\u4e2d\uff0c\u5b83\u7684\u6e96\u78ba\u5ea6\u5e7e\u4e4e\u662f\u7af6\u722d\u5c0d\u624b\u7684\u5169\u500d\uff0c\u800c\u5728\u53e6\u4e00\u500b\u7570\u5e38\u503c\u4e2d\uff0c\u5b83\u6bd4 Gemini Flash \u7a0d\u5dee\uff0c\u4f46\u64da\u7a31\u4ecd\u9818\u5148 Claude Haiku\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img data-recalc-dims=\"1\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/i.imgur.com\/2PxEiJo.png?w=640&#038;ssl=1\" alt=\"\"\/><figcaption class=\"wp-element-caption\">OpenAI \u7684 GPTo Mini \u57fa\u6e96\u6e2c\u8a66\u5f97\u5206\u8207\u5176\u7af6\u722d\u5c0d\u624b\u76f8\u6bd4\u2026\u6709\u4e9b\u4e0d\u932f\uff0c\u6709\u4e9b\u975e\u5e38\u63a5\u8fd1<\/figcaption><\/figure>\n<\/div>\n\n\n<p>OpenAI \u548c Anthropic \u4e4b\u9593\u7684\u7af6\u722d\u5177\u6709\u500b\u4eba\u512a\u52e2\uff0c\u56e0\u70ba\u5f8c\u8005\u662f\u7531\u524d\u8005\u7684\u9ad8\u968e\u4e3b\u7ba1\u548c\u5de5\u7a0b\u5e2b\u5171\u540c\u5275\u7acb\u548c\u5efa\u7acb\u7684\u3002<\/p>\n\n\n\n<p>GPT-4o Mini \u5728\u4e0a\u5716\u4e2d\u770b\u8d77\u4f86\u78ba\u5be6\u4e0d\u932f\uff0c\u5118\u7ba1\u5b83\u6c92\u6709\u5168\u9762\u9818\u5148\u2014\u2014\u9019\u8868\u660e OpenAI \u6700\u8fd1\u5728\u8a72\u9818\u57df\u5931\u53bb\u4e86\u7d55\u5c0d\u9818\u5c0e\u5730\u4f4d\u3002LLM\u7af6\u6280\u5834\u3002\u6b63\u5982\u8cc7\u6df1\u958b\u6e90\u958b\u767c\u4eba\u54e1Simon Willison\u4e0a\u500b\u6708\u5728 AI \u5de5\u7a0b\u5e2b\u4e16\u754c\u535a\u89bd\u6703\u4e0a\u7684\u4e3b\u984c\u6f14\u8b1b\u4e2d\u8a73\u7d30\u4ecb\u7d39\u7684\u90a3\u6a23\uff0cOpenAI \u7684\u8a31\u591a\u7af6\u722d\u5c0d\u624b\u5728 2024 \u5e74\u767c\u5e03\u4e86\u81ea\u5df1\u7684 GPT-4 \u7d1a\u6a21\u578b\u3002<\/p>\n\n\n\n<p>\u300c\u6700\u597d\u7684\u6a21\u578b\u96c6\u4e2d\u5728\u4e00\u8d77\uff1aGPT-4o\u3001\u5168\u65b0\u7684 Claude 3.5 Sonnet \u548c Google Gemini 1.5 Pro\uff0c\u300dWillison\u5ba3\u7a31\u3002 \u300c\u6211\u5c07\u6240\u6709\u9019\u4e9b\u6b78\u985e\u70ba GPT-4 \u985e\u3002\u9019\u4e9b\u662f\u6700\u597d\u7684\u53ef\u7528\u578b\u865f\uff0c\u6211\u5011\u73fe\u5728\u6709 GPT-4 \u4ee5\u5916\u7684\u9078\u64c7\u3002\u50f9\u683c\u4e5f\u4e0d\u932f\u2014\u2014\u6bd4\u904e\u53bb\u4fbf\u5b9c\u5f97\u591a\u3002\u201d<\/p>\n\n\n\n<p>GPT-4o Mini \u7684 MMLU \u6e96\u78ba\u5ea6\u70ba 82%\uff0c\u6bcf\u767e\u842c\u4ee3\u5e63\u7684\u6210\u672c\u70ba 15 \u7f8e\u5206\uff0c\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u8655\u65bc\u9818\u5148\u5730\u4f4d\u3002\u7136\u800c\uff0cWillison \u6307\u51fa LMSYS Chatbot Arena\u57fa\u6e96\u6e2c\u8a66\u63d0\u4f9b\u4e86\u66f4\u73fe\u5be6\u7684\u8a55\u4f30LLM\u8cea\u91cf\uff0c\u56e0\u70ba\u5be6\u969b\u7684\u4eba\u985e\u88ab\u8981\u6c42\u6bd4\u8f03\u8f38\u51fa\u4e26\u9078\u64c7\u54ea\u500b\u66f4\u597d\u2014\u2014\u9019\u662f\u5c0d\u4e0d\u540c\u6a21\u578b\u9032\u884c\u6392\u540d\u7684\u4e00\u7a2e\u5f37\u529b\u4f46\u6709\u6548\u7684\u65b9\u6cd5\u3002<\/p>\n\n\n\n<p>GPT-4o Mini \u592a\u65b0\u4e86\uff0c\u7121\u6cd5\u7d0d\u5165\u9326\u6a19\u8cfd\u98a8\u683c\u7684\u57fa\u6e96\u6e2c\u8a66\u4e2d\uff0c\u5118\u7ba1\u4ed6\u6307\u51fa\u5168\u5c3a\u5bf8\u7684 GPT-4o \u50c5\u7565\u5fae\u9818\u5148\u5176\u7af6\u722d\u5c0d\u624b\u3002 Anthropic \u7684\u65d7\u8266\u7522\u54c1Claude 3.5 Sonnet \u76ee\u524d\u6709 1,271 \u5206\uff0c\u800c GPT-4o \u5247\u6709 1,287 \u5206\u3002 Gemini 1.5 Pro \u4e5f\u4e0d\u7518\u843d\u5f8c\uff0c\u70ba 1,267\u3002\u6027\u80fd\u7a0d\u5dee\u4f46\u4ecd\u503c\u5f97\u5c0a\u656c\u200b\u200b\u7684\u578b\u865f\u5305\u62ec Nvidia \u548c Mistral \u7684\u5168\u65b0 Nemotron 4 340B Instruct\uff081,209 \u5206\uff09\u548c Meta \u7684 LlaMa 3 70B Instruct\uff081,201 \u5206\uff09\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"gpt4o-mini-%E6%AF%94-claude-3-haiku-%E5%92%8C-gemini-15-flash-%E4%BE%BF%E5%AE%9C%E3%80%82\">GPT4o-Mini \u6bd4 Claude 3 Haiku \u548c Gemini 1.5 Flash \u4fbf\u5b9c\u3002<\/h4>\n\n\n\n<p>\u5f9e\u9019\u4e9b\u6e2c\u9a57\u6210\u7e3e\u4f86\u770b\uff0c\u5f9e\u5c0f\u5230\u5927\uff0cOpenAI\u53ef\u80fd\u662f\u6700\u597d\u7684LLMs\uff0c\u4f46\u5b83\u4e0d\u518d\u64c1\u6709\u66fe\u7d93\u7684\u4e3b\u5c0e\u5730\u4f4d\u3002\u9019\u53ef\u80fd\u662f\u4e00\u4ef6\u597d\u4e8b\u2014\u2014\u5728\u6602\u8cb4\u7684\u4eba\u5de5\u667a\u6167\u786c\u9ad4\u548c\u9ad8\u529f\u8017\u4e4b\u9593\uff0c\u4eba\u5de5\u667a\u6167\u6700\u4e0d\u9700\u8981\u7684\u5c31\u662f\u4e00\u500bLLM\u58df\u65b7\u3002<\/p>\n\n\n\n<p>\u8cc7\u6599\u4f86\u6e90: <a href=\"https:\/\/tenten.co\/learning\/openai-pt-4o-mini\/\">https:\/\/tenten.co\/learning\/openai-pt-4o-mini\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>2024-07-14 | Ewan Mak GPT-4o Mini vs GPT-3.5\uff1a\u8ab0\u5c07\u6210\u70ba\u4e0b\u4e00\u4ee3\u5c0f\u578b (SLM) \u8a9e\u8a00\u6a21\u578b\u7684\u9738\u4e3b\uff1f AI \u7d9c\u8ff0OpenAI \u63a8\u51fa\u4e86 GPT-&hellip;<\/p>\n","protected":false},"author":4,"featured_media":7214,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[579,4],"tags":[40],"class_list":["post-7213","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-579","category-industry-news","tag-40"],"gutentor_comment":0,"jetpack_featured_media_url":"https:\/\/i0.wp.com\/aict.nkust.edu.tw\/digitrans\/wp-content\/uploads\/2024\/10\/%E8%9E%A2%E5%B9%95%E6%93%B7%E5%8F%96%E7%95%AB%E9%9D%A2-2024-10-18-142203.png?fit=834%2C475&ssl=1","jetpack-related-posts":[],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=\/wp\/v2\/posts\/7213","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=7213"}],"version-history":[{"count":1,"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=\/wp\/v2\/posts\/7213\/revisions"}],"predecessor-version":[{"id":7215,"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=\/wp\/v2\/posts\/7213\/revisions\/7215"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=\/wp\/v2\/media\/7214"}],"wp:attachment":[{"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7213"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7213"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7213"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}