{"id":39263,"date":"2025-03-07T06:01:59","date_gmt":"2025-03-06T22:01:59","guid":{"rendered":"https:\/\/17aitech.com\/?p=39263"},"modified":"2025-03-07T06:01:59","modified_gmt":"2025-03-06T22:01:59","slug":"%e9%98%bf%e9%87%8c%e5%8d%8a%e5%a4%9c%e5%bc%80%e6%ba%90%e5%85%a8%e6%96%b0%e6%8e%a8%e7%90%86%e6%a8%a1%e5%9e%8b%ef%bc%8cqwq-32b%e6%af%94%e8%82%a9deepseek-r1%e6%bb%a1%e8%a1%80%e7%89%88","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=39263","title":{"rendered":"\u963f\u91cc\u534a\u591c\u5f00\u6e90\u5168\u65b0\u63a8\u7406\u6a21\u578b\uff0cQwQ-32B\u6bd4\u80a9DeepSeek-R1\u6ee1\u8840\u7248"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-03-06-4\" target=\"_blank\">\u963f\u91cc\u534a\u591c\u5f00\u6e90\u5168\u65b0\u63a8\u7406\u6a21\u578b\uff0cQwQ-32B\u6bd4\u80a9DeepSeek-R1\u6ee1\u8840\u7248<\/a><\/p>\n<p>\u4eca\u5929\u51cc\u6668 3 \u70b9\uff0c\u963f\u91cc\u5f00\u6e90\u53d1\u5e03\u4e86\u65b0\u63a8\u7406\u6a21\u578b QwQ-32B\uff0c\u5176\u53c2\u6570\u91cf\u4e3a 320 \u4ebf\uff0c\u4f46\u6027\u80fd\u8db3\u4ee5\u6bd4\u80a9 6710 \u4ebf\u53c2\u6570\u7684 DeepSeek-R1 \u6ee1\u8840\u7248\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-aaa1069183940c3dba90b31fb42442a5.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-aaa1069183940c3dba90b31fb42442a5.png\"><\/a><\/p>\n<p>\u5343\u95ee\u7684\u63a8\u6587\u8868\u793a\uff1a\u300c\u8fd9\u6b21\uff0c\u6211\u4eec\u7814\u7a76\u4e86\u6269\u5c55 RL \u7684\u65b9\u6cd5\uff0c\u5e76\u57fa\u4e8e\u6211\u4eec\u7684 Qwen2.5-32B \u53d6\u5f97\u4e86\u4e00\u4e9b\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\u7684\u6210\u679c\u3002\u6211\u4eec\u53d1\u73b0 RL \u8bad\u7ec3\u53ef\u4ee5\u4e0d\u65ad\u63d0\u9ad8\u6027\u80fd\uff0c\u5c24\u5176\u662f\u5728\u6570\u5b66\u548c\u7f16\u7801\u4efb\u52a1\u4e0a\uff0c\u5e76\u4e14\u6211\u4eec\u89c2\u5bdf\u5230 RL \u7684\u6301\u7eed\u6269\u5c55\u53ef\u4ee5\u5e2e\u52a9\u4e2d\u578b\u6a21\u578b\u5b9e\u73b0\u4e0e\u5de8\u578b MoE \u6a21\u578b\u76f8\u5ab2\u7f8e\u7684\u6027\u80fd\u3002\u6b22\u8fce\u4e0e\u6211\u4eec\u7684\u65b0\u6a21\u578b\u804a\u5929\u5e76\u5411\u6211\u4eec\u63d0\u4f9b\u53cd\u9988\uff01\u300d<\/p>\n<p>QwQ-32B \u5df2\u5728 Hugging Face \u548c ModelScope \u5f00\u6e90\uff0c\u91c7\u7528\u4e86 Apache 2.0 \u5f00\u6e90\u534f\u8bae\u3002\u5927\u5bb6\u4e5f\u53ef\u901a\u8fc7 Qwen Chat \u76f4\u63a5\u8fdb\u884c\u4f53\u9a8c\uff01<\/p>\n<ul>\n<li>\n<section>\u535a\u5ba2\uff1ahttps:\/\/qwenlm.github.io\/zh\/blog\/qwq-32b\/<\/section>\n<\/li>\n<li>\n<section>Hugging Face\uff1ahttps:\/\/huggingface.co\/Qwen\/QwQ-32B<\/section>\n<\/li>\n<li>\n<section>ModelScope\uff1ahttps:\/\/modelscope.cn\/models\/Qwen\/QwQ-32B<\/section>\n<\/li>\n<li>\n<section>\u6f14\u793a\uff1ahttps:\/\/huggingface.co\/spaces\/Qwen\/QwQ-32B-Demo<\/section>\n<\/li>\n<li>\n<section>Qwen Chat\uff1ahttps:\/\/chat.qwen.ai\/<\/section>\n<\/li>\n<\/ul>\n<p>\u672c\u5730\u90e8\u7f72\u5de5\u5177 Ollama \u4e5f\u7b2c\u4e00\u65f6\u95f4\u63d0\u4f9b\u4e86\u652f\u6301\uff1aollama run qwq<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-82afab83132642ad8756b5c4cfddc46d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-82afab83132642ad8756b5c4cfddc46d.png\"><\/a><\/p>\n<p>\u5343\u95ee\u5b98\u65b9\u53d1\u5e03\u4e86\u9898\u4e3a\u300cQwQ-32B: \u9886\u7565\u5f3a\u5316\u5b66\u4e60\u4e4b\u529b\u300d\u7684\u5b98\u65b9\u4e2d\u6587\u535a\u5ba2\u4ecb\u7ecd\u8fd9\u4e00\u5438\u775b\u65e0\u6570\u7684\u8fdb\u5c55\u3002\u8003\u8651\u5230<a data-itemshowtype=\"0\" data-linktype=\"2\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzA3MzI4MjgzMw==&amp;mid=2650958043&amp;idx=1&amp;sn=dc02ed349a811c96abf0270968621120&amp;scene=21#wechat_redirect\" target=\"_blank\">\u5f3a\u5316\u5b66\u4e60\u4e4b\u7236 Richard Sutton \u4e0e\u5bfc\u5e08 Andrew Barto \u521a\u521a\u83b7\u5f97\u56fe\u7075\u5956<\/a>\uff0cQwQ-32B \u7684\u53d1\u5e03\u53ef\u8bf4\u662f\u975e\u5e38\u5e94\u666f\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-98e6680070f5704e26bd05157c65a97b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-98e6680070f5704e26bd05157c65a97b.png\"><\/a><\/p>\n<p>\u535a\u5ba2\u4e2d\u5199\u5230\uff0c\u5927\u89c4\u6a21\u5f3a\u5316\u5b66\u4e60\uff08RL\uff09\u975e\u5e38\u5177\u6709\u6f5c\u529b\uff0c\u5728\u63d0\u5347\u6a21\u578b\u6027\u80fd\u65b9\u9762\u53ef\u671b\u8d85\u8d8a\u4f20\u7edf\u7684\u9884\u8bad\u7ec3\u548c\u540e\u8bad\u7ec3\u65b9\u6cd5\u3002<\/p>\n<p>\u8fd1\u671f\u7684\u7814\u7a76\u8868\u660e\uff0c\u5f3a\u5316\u5b66\u4e60\u53ef\u4ee5\u663e\u8457\u63d0\u9ad8\u6a21\u578b\u7684\u63a8\u7406\u80fd\u529b\u3002\u4f8b\u5982\uff0cDeepSeek-R1 \u901a\u8fc7\u6574\u5408\u51b7\u542f\u52a8\u6570\u636e\u548c\u591a\u9636\u6bb5\u8bad\u7ec3\uff0c\u5b9e\u73b0\u4e86\u6700\u5148\u8fdb\u7684\u6027\u80fd\uff0c\u4f7f\u5176\u80fd\u591f\u8fdb\u884c\u6df1\u5ea6\u601d\u8003\u548c\u590d\u6742\u63a8\u7406\u3002<\/p>\n<p>\u800c\u5343\u95ee\u56e2\u961f\u5219\u63a2\u7d22\u4e86\u5927\u89c4\u6a21\u5f3a\u5316\u5b66\u4e60\uff08RL\uff09\u5bf9\u5927\u8bed\u8a00\u6a21\u578b\u7684\u667a\u80fd\u7684\u63d0\u5347\u4f5c\u7528\uff0c\u63a8\u7406\u6a21\u578b QwQ-32B \u4fbf\u7531\u6b64\u800c\u751f\u3002<\/p>\n<p>\u8fd9\u662f\u4e00\u6b3e\u62e5\u6709 320 \u4ebf\u53c2\u6570\u7684\u6a21\u578b\uff0c\u5176\u6027\u80fd\u53ef\u5ab2\u7f8e\u5177\u5907 6710 \u4ebf\u53c2\u6570\uff08\u5176\u4e2d 370 \u4ebf\u88ab\u6fc0\u6d3b\uff09\u7684 DeepSeek-R1\u3002\u8be5\u56e2\u961f\u8868\u793a\uff1a\u300c\u8fd9\u4e00\u6210\u679c\u7a81\u663e\u4e86\u5c06\u5f3a\u5316\u5b66\u4e60\u5e94\u7528\u4e8e\u7ecf\u8fc7\u5927\u89c4\u6a21\u9884\u8bad\u7ec3\u7684\u5f3a\u5927\u57fa\u7840\u6a21\u578b\u7684\u6709\u6548\u6027\u3002\u300d<\/p>\n<p>QwQ-32B \u4e2d\u8fd8\u96c6\u6210\u4e86\u4e0e Agent\uff08\u667a\u80fd\u4f53\uff09\u76f8\u5173\u7684\u80fd\u529b\uff0c\u4f7f\u5176\u80fd\u591f\u5728\u4f7f\u7528\u5de5\u5177\u7684\u540c\u65f6\u8fdb\u884c\u6279\u5224\u6027\u601d\u8003\uff0c\u5e76\u6839\u636e\u73af\u5883\u53cd\u9988\u8c03\u6574\u63a8\u7406\u8fc7\u7a0b\u3002\u8be5\u56e2\u961f\u8868\u793a\uff1a\u300c\u6211\u4eec\u5e0c\u671b\u6211\u4eec\u7684\u4e00\u70b9\u52aa\u529b\u80fd\u591f\u8bc1\u660e\u5f3a\u5927\u7684\u57fa\u7840\u6a21\u578b\u53e0\u52a0\u5927\u89c4\u6a21\u5f3a\u5316\u5b66\u4e60\u4e5f\u8bb8\u662f\u4e00\u6761\u901a\u5f80\u901a\u7528\u4eba\u5de5\u667a\u80fd\u7684\u53ef\u884c\u4e4b\u8def\u3002\u300d<\/p>\n<p><strong>\u6a21\u578b\u6548\u679c<\/strong><\/p>\n<p>QwQ-32B \u5728\u4e00\u7cfb\u5217\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u8fdb\u884c\u4e86\u8bc4\u4f30\uff0c\u5305\u62ec\u6570\u5b66\u63a8\u7406\u3001\u7f16\u7a0b\u548c\u901a\u7528\u80fd\u529b\u3002\u4ee5\u4e0b\u7ed3\u679c\u5c55\u793a\u4e86 QwQ-32B \u4e0e\u5176\u4ed6\u9886\u5148\u6a21\u578b\u7684\u6027\u80fd\u5bf9\u6bd4\uff0c\u5305\u62ec DeepSeek-R1-Distilled-Qwen-32B\u3001DeepSeek-R1-Distilled-Llama-70B\u3001o1-mini \u4ee5\u53ca\u539f\u59cb\u7684 DeepSeek-R1\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-167273e5a63174b0ba00bd067a34a471.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-167273e5a63174b0ba00bd067a34a471.png\"><\/a><\/p>\n<p>\u53ef\u4ee5\u770b\u5230\uff0cQwQ-32B \u7684\u8868\u73b0\u975e\u5e38\u51fa\u8272\uff0c\u5728 LiveBench\u3001IFEval \u548c BFCL \u57fa\u51c6\u4e0a\u751a\u81f3\u7565\u5fae\u8d85\u8fc7\u4e86 DeepSeek-R1-671B\u3002<\/p>\n<p><strong>\u5f3a\u5316\u5b66\u4e60<\/strong><\/p>\n<p>QwQ-32B \u7684\u5927\u89c4\u6a21\u5f3a\u5316\u5b66\u4e60\u662f\u5728\u51b7\u542f\u52a8\u7684\u57fa\u7840\u4e0a\u5f00\u5c55\u7684\u3002<\/p>\n<p>\u5728\u521d\u59cb\u9636\u6bb5\uff0c\u5148\u7279\u522b\u9488\u5bf9\u6570\u5b66\u548c\u7f16\u7a0b\u4efb\u52a1\u8fdb\u884c RL \u8bad\u7ec3\u3002\u4e0e\u4f9d\u8d56\u4f20\u7edf\u7684\u5956\u52b1\u6a21\u578b\uff08reward model\uff09\u4e0d\u540c\uff0c\u5343\u95ee\u56e2\u961f\u901a\u8fc7\u6821\u9a8c\u751f\u6210\u7b54\u6848\u7684\u6b63\u786e\u6027\u6765\u4e3a\u6570\u5b66\u95ee\u9898\u63d0\u4f9b\u53cd\u9988\uff0c\u5e76\u901a\u8fc7\u4ee3\u7801\u6267\u884c\u670d\u52a1\u5668\u8bc4\u4f30\u751f\u6210\u7684\u4ee3\u7801\u662f\u5426\u6210\u529f\u901a\u8fc7\u6d4b\u8bd5\u7528\u4f8b\u6765\u63d0\u4f9b\u4ee3\u7801\u7684\u53cd\u9988\u3002<\/p>\n<p>\u968f\u7740\u8bad\u7ec3\u8f6e\u6b21\u7684\u63a8\u8fdb\uff0cQwQ-32B \u5728\u8fd9\u4e24\u4e2a\u9886\u57df\u4e2d\u7684\u6027\u80fd\u6301\u7eed\u63d0\u5347\u3002<\/p>\n<p>\u5728\u7b2c\u4e00\u9636\u6bb5\u7684 RL \u8fc7\u540e\uff0c\u4ed6\u4eec\u53c8\u589e\u52a0\u4e86\u53e6\u4e00\u4e2a\u9488\u5bf9\u901a\u7528\u80fd\u529b\u7684 RL\u3002\u6b64\u9636\u6bb5\u4f7f\u7528\u901a\u7528\u5956\u52b1\u6a21\u578b\u548c\u4e00\u4e9b\u57fa\u4e8e\u89c4\u5219\u7684\u9a8c\u8bc1\u5668\u8fdb\u884c\u8bad\u7ec3\u3002\u7ed3\u679c\u53d1\u73b0\uff0c\u901a\u8fc7\u5c11\u91cf\u6b65\u9aa4\u7684\u901a\u7528 RL\uff0c\u53ef\u4ee5\u63d0\u5347\u5176\u4ed6\u901a\u7528\u80fd\u529b\uff0c\u540c\u65f6\u5728\u6570\u5b66\u548c\u7f16\u7a0b\u4efb\u52a1\u4e0a\u7684\u6027\u80fd\u6ca1\u6709\u663e\u8457\u4e0b\u964d\u3002<\/p>\n<p><strong>API<\/strong><\/p>\n<p>\u5982\u679c\u4f60\u60f3\u901a\u8fc7 API \u4f7f\u7528 QwQ-32B\uff0c\u53ef\u4ee5\u53c2\u8003\u4ee5\u4e0b\u4ee3\u7801\u793a\u4f8b\uff1a<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-b4eab5ed4b6ad6cdcaf93aed5ca2f88d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" 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