{"id":19697,"date":"2025-01-30T00:00:20","date_gmt":"2025-01-29T16:00:20","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=19697"},"modified":"2025-01-30T00:00:20","modified_gmt":"2025-01-29T16:00:20","slug":"qwen25-max","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/de\/qwen25-max\/","title":{"rendered":"\u57fa\u4e8eMoE\u67b6\u6784\u7684Qwen2.5-Max\u5168\u9762\u8d85\u8d8aDeepSeek V3"},"content":{"rendered":"<h2>\u6a21\u578b\u6982\u89c8<\/h2>\n<p>\u8fd1\u5e74\u6765\uff0c\u57fa\u4e8e\u6df7\u5408\u4e13\u5bb6\u7cfb\u7edf\uff08Mixture of Experts\uff0cMoE\uff09\u67b6\u6784\u7684\u5927\u6a21\u578b\u8bad\u7ec3\u6210\u4e3a\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u91cd\u8981\u7814\u7a76\u65b9\u5411\u3002Qwen\u56e2\u961f\u8fd1\u671f\u53d1\u5e03\u7684Qwen2.5-Max\u6a21\u578b\uff0c\u91c7\u7528\u8d85\u8fc720\u4e07\u4ebftoken\u7684\u9884\u8bad\u7ec3\u6570\u636e\u548c\u7cbe\u7ec6\u5316\u540e\u8bad\u7ec3\u65b9\u6848\uff0c\u5728MoE\u67b6\u6784\u7684\u89c4\u6a21\u5316\u5e94\u7528\u4e0a\u53d6\u5f97\u7a81\u7834\u6027\u8fdb\u5c55\u3002\u8be5\u6a21\u578b\u73b0\u53ef\u901a\u8fc7<a href=\"https:\/\/www.alibabacloud.com\/help\/en\/model-studio\/getting-started\/first-api-call-to-qwen?spm=a2c63.p38356.help-menu-2400256.d_0_1_0.1f6574a72ddbKE\">API\u63a5\u53e3<\/a>\u6216<a href=\"https:\/\/chat.qwenlm.ai\/\">Qwen Chat<\/a>\u5e73\u53f0\u8fdb\u884c\u4f53\u9a8c\u3002<\/p>\n<p><img decoding=\"async\" title=\"MoE\u67b6\u6784\u6838\u5fc3\u6280\u672f\u89e3\u6790\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/aabc4f2f368832e.png\" alt=\"Qwen2.5-Max\u67b6\u6784\u793a\u610f\u56fe\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u6280\u672f\u7279\u6027<\/h2>\n<h3>1. \u6a21\u578b\u67b6\u6784\u521b\u65b0<\/h3>\n<ul>\n<li><strong>\u6df7\u5408\u4e13\u5bb6\u7cfb\u7edf\u4f18\u5316<\/strong>\uff1a\u901a\u8fc7\u52a8\u6001\u8def\u7531\u673a\u5236\u5b9e\u73b0\u8ba1\u7b97\u8d44\u6e90\u7684\u9ad8\u6548\u5206\u914d<\/li>\n<li><strong>\u591a\u6a21\u6001\u6269\u5c55\u80fd\u529b<\/strong>\uff1a\u652f\u6301\u6587\u672c\u3001\u7ed3\u6784\u5316\u6570\u636e\u7b49\u591a\u7c7b\u578b\u8f93\u5165\u8f93\u51fa<\/li>\n<li><strong>\u4e0a\u4e0b\u6587\u5904\u7406\u589e\u5f3a<\/strong>\uff1a\u6700\u5927\u8f93\u516530,720 tokens\uff0c\u53ef\u751f\u6210\u957f\u8fbe8,192 tokens\u7684\u8fde\u7eed\u6587\u672c<\/li>\n<\/ul>\n<h3>2. \u6838\u5fc3\u529f\u80fd\u77e9\u9635<\/h3>\n<table>\n<thead>\n<tr>\n<th>\u529f\u80fd\u7ef4\u5ea6<\/th>\n<th>\u6280\u672f\u6307\u6807<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u591a\u8bed\u8a00\u652f\u6301<\/td>\n<td>\u8986\u76d629\u79cd\u8bed\u8a00\uff08\u542b\u4e2d\/\u82f1\/\u6cd5\/\u897f\u7b49\uff09<\/td>\n<\/tr>\n<tr>\n<td>\u8ba1\u7b97\u80fd\u529b<\/td>\n<td>\u590d\u6742\u6570\u5b66\u8fd0\u7b97\u4e0e\u4ee3\u7801\u751f\u6210<\/td>\n<\/tr>\n<tr>\n<td>\u7ed3\u6784\u5316\u5904\u7406<\/td>\n<td>JSON\/\u8868\u683c\u6570\u636e\u751f\u6210\u4e0e\u89e3\u6790<\/td>\n<\/tr>\n<tr>\n<td>\u4e0a\u4e0b\u6587\u7406\u89e3<\/td>\n<td>8K tokens\u957f\u6587\u672c\u8fde\u8d2f\u751f\u6210<\/td>\n<\/tr>\n<tr>\n<td>\u5e94\u7528\u9002\u914d\u6027<\/td>\n<td>\u5bf9\u8bdd\u7cfb\u7edf\/\u6570\u636e\u5206\u6790\/\u77e5\u8bc6\u63a8\u7406<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&nbsp;<\/p>\n<h2>\u6027\u80fd\u8bc4\u4f30<\/h2>\n<h3>\u6307\u4ee4\u6a21\u578b\u5bf9\u6bd4<\/h3>\n<p>\u5728MMLU-Pro\uff08\u5927\u5b66\u77e5\u8bc6\u6d4b\u8bd5\uff09\u3001LiveCodeBench\uff08\u7f16\u7a0b\u80fd\u529b\u8bc4\u4f30\uff09\u3001Arena-Hard\uff08\u4eba\u7c7b\u504f\u597d\u6a21\u62df\uff09\u7b49\u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff0cQwen2.5-Max\u5c55\u73b0\u51fa\u663e\u8457\u7ade\u4e89\u529b\uff1a<\/p>\n<p><img decoding=\"async\" title=\"\u4e3b\u6d41\u6a21\u578b\u57fa\u51c6\u6d4b\u8bd5\u7ed3\u679c\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/0f7d7b1c875ebbf.jpg\" alt=\"\u6307\u4ee4\u6a21\u578b\u6027\u80fd\u5bf9\u6bd4\" \/><\/p>\n<p>\u6d4b\u8bd5\u6570\u636e\u663e\u793a\uff0c\u8be5\u6a21\u578b\u5728\u7f16\u7a0b\u80fd\u529b\uff08LiveCodeBench\uff09\u548c\u7efc\u5408\u63a8\u7406\uff08LiveBench\uff09\u7b49\u7ef4\u5ea6\u8d85\u8d8aDeepSeek V3\uff0c\u5728GPQA-Diamond\u9ad8\u9636\u63a8\u7406\u6d4b\u8bd5\u4e2d\u8fbe\u5230\u9876\u5c16\u6c34\u5e73\u3002<\/p>\n<h3>\u57fa\u5ea7\u6a21\u578b\u5bf9\u6bd4<\/h3>\n<p>\u76f8\u8f83\u4e8e\u4e3b\u6d41\u5f00\u6e90\u6a21\u578b\uff0cQwen2.5-Max\u5728\u57fa\u7840\u80fd\u529b\u5c42\u9762\u5c55\u73b0\u6280\u672f\u4f18\u52bf\uff1a<\/p>\n<p><img decoding=\"async\" title=\"\u5f00\u6e90\u6a21\u578b\u80fd\u529b\u5bf9\u6bd4\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/0ffe3e21c565ad9.jpeg\" alt=\"\u57fa\u5ea7\u6a21\u578b\u6027\u80fd\u5bf9\u6bd4\" \/><\/p>\n<p>\u5bf9\u6bd4\u53c2\u6570\u89c4\u6a21\u8fbe405B\u7684Llama-3.1\u548c720B\u53c2\u6570\u7684Qwen2.5-72B\uff0cQwen2.5-Max\u5728\u591a\u6570\u6d4b\u8bd5\u9879\u4fdd\u6301\u9886\u5148\uff0c\u9a8c\u8bc1\u4e86MoE\u67b6\u6784\u5728\u6a21\u578b\u89c4\u6a21\u5316\u65b9\u9762\u7684\u6709\u6548\u6027\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>\u63a5\u5165\u4e0e\u4f7f\u7528<\/h2>\n<h3>1. \u4e91\u7aefAPI\u63a5\u5165<\/h3>\n<pre><code>from openai import OpenAI\r\nimport os\r\nclient = OpenAI(\r\napi_key=os.getenv(\"API_KEY\"),\r\nbase_url=\"https:\/\/dashscale.aliyuncs.com\/compatible-mode\/v1\",\r\n)\r\nresponse = client.chat.completions.create(\r\nmodel=\"qwen-max-2025-01-25\",\r\nmessages=[\r\n{'role':'system', 'content':'\u8bbe\u5b9aAI\u52a9\u624b\u89d2\u8272'},\r\n{'role':'user', 'content':'\u8f93\u5165\u67e5\u8be2\u5185\u5bb9'}\r\n]\r\n)\r\n<\/code><\/pre>\n<h3>2. \u4ea4\u4e92\u5f0f\u4f53\u9a8c<\/h3>\n<ol>\n<li>\u8bbf\u95ee<a href=\"https:\/\/huggingface.co\/spaces\/Qwen\/Qwen2.5\">Hugging Face\u6f14\u793a\u7a7a\u95f4<\/a><\/li>\n<li>\u542f\u52a8&#8221;\u8fd0\u884c&#8221;\u6309\u94ae\u52a0\u8f7d\u6a21\u578b<\/li>\n<li>\u901a\u8fc7\u6587\u672c\u8f93\u5165\u6846\u8fdb\u884c\u5b9e\u65f6\u4ea4\u4e92<\/li>\n<\/ol>\n<h3>3. \u4f01\u4e1a\u7ea7\u90e8\u7f72<\/h3>\n<ol>\n<li>\u6ce8\u518c<a href=\"https:\/\/account.alibabacloud.com\/register\/intl_register.htm\">\u963f\u91cc\u4e91\u8d26\u53f7<\/a><\/li>\n<li>\u5f00\u901a\u5927\u6a21\u578b\u670d\u52a1\u5e73\u53f0<\/li>\n<li>\u521b\u5efaAPI\u5bc6\u94a5\u8fdb\u884c\u7cfb\u7edf\u96c6\u6210<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h2>\u6280\u672f\u6f14\u8fdb\u65b9\u5411<\/h2>\n<p>\u5f53\u524d\u7248\u672c\u5728\u4ee5\u4e0b\u65b9\u9762\u6301\u7eed\u4f18\u5316\uff1a<\/p>\n<ul>\n<li>\u540e\u8bad\u7ec3\u6570\u636e\u8d28\u91cf\u63d0\u5347\u7b56\u7565<\/li>\n<li>\u591a\u4e13\u5bb6\u534f\u540c\u6548\u7387\u4f18\u5316<\/li>\n<li>\u4f4e\u8d44\u6e90\u6d88\u8017\u7684\u63a8\u7406\u52a0\u901f<\/li>\n<li>\u591a\u6a21\u6001\u6269\u5c55\u63a5\u53e3\u5f00\u53d1<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u672a\u6765\u5c55\u671b<\/h2>\n<p>\u6301\u7eed\u63d0\u5347\u6570\u636e\u89c4\u6a21\u548c\u6a21\u578b\u53c2\u6570\u89c4\u6a21\u80fd\u591f\u6709\u6548\u63d0\u5347\u6a21\u578b\u7684\u667a\u80fd\u6c34\u5e73\u3002\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5c06\u6301\u7eed\u63a2\u7d22\uff0c\u9664\u4e86\u5728 pretraining \u7684 scaling \u7ee7\u7eed\u63a2\u7d22\u5916\uff0c\u5c06\u5927\u529b\u6295\u5165\u5f3a\u5316\u5b66\u4e60\u7684 scaling\uff0c\u5e0c\u671b\u80fd\u5b9e\u73b0\u8d85\u8d8a\u4eba\u7c7b\u7684\u667a\u80fd\uff0c\u9a71\u52a8 AI \u63a2\u7d22\u672a\u77e5\u4e4b\u5883\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6a21\u578b\u6982\u89c8 \u8fd1\u5e74\u6765\uff0c\u57fa\u4e8e\u6df7\u5408\u4e13\u5bb6\u7cfb\u7edf\uff08Mixture of Experts\uff0cMoE\uff09\u67b6\u6784\u7684\u5927\u6a21\u578b\u8bad\u7ec3\u6210\u4e3a\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u91cd\u8981\u7814\u7a76\u65b9\u5411\u3002Qwen\u56e2\u961f\u8fd1\u671f\u53d1\u5e03\u7684Qwen2.5-Max\u6a21\u578b\uff0c\u91c7\u7528\u8d85\u8fc720\u4e07\u4ebftoken\u7684\u9884\u8bad\u7ec3\u6570\u636e\u548c\u7cbe\u7ec6\u5316\u540e\u8bad\u7ec3\u65b9\u6848\uff0c\u5728&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[46],"tags":[],"class_list":["post-19697","post","type-post","status-publish","format-standard","hentry","category-news"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/19697","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/comments?post=19697"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/19697\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media?parent=19697"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/categories?post=19697"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/tags?post=19697"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}