{"id":24919,"date":"2025-03-06T11:10:12","date_gmt":"2025-03-06T03:10:12","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=24919"},"modified":"2025-03-06T11:10:12","modified_gmt":"2025-03-06T03:10:12","slug":"%e5%a4%a7%e6%a8%a1%e5%9e%8b%e7%b3%bb%e5%88%97%ef%bc%9adeepseek%e5%a4%a7%e6%a8%a1%e5%9e%8b%e4%b8%8e%e5%ba%94%e7%94%a8%e5%9c%ba%e6%99%af%e4%bb%8b%e7%bb%8d","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2025\/03\/06\/24919\/","title":{"rendered":"\u5927\u6a21\u578b\u7cfb\u5217\uff1aDeepSeek\u5927\u6a21\u578b\u4e0e\u5e94\u7528\u573a\u666f\u4ecb\u7ecd"},"content":{"rendered":"<div class=\"article-desc\">DeepSeek 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\u3002\u8fd9\u79cd\u521b\u65b0\u7684\u8bad\u7ec3\u65b9\u5f0f\uff0c\u4f7f\u5f97\u6a21\u578b\u80fd\u591f\u5728\u81ea\u4e3b\u8bd5\u9519\u4e2d\u5b66\u4e60\uff0c\u66f4\u7b26\u5408\u4eba\u7c7b\u7684\u601d\u7ef4\u89c4\u5219\uff0c\u4ece\u800c\u63d0\u5347\u4e86\u6a21\u578b\u7684\u9002\u5e94\u6027\u548c\u7075\u6d3b\u6027\u3002\u901a\u8fc7\u5f3a\u5316\u5b66\u4e60\uff0cDeepSeek-R1 \u80fd\u591f\u5728\u63a8\u7406\u8fc7\u7a0b\u4e2d\u8fdb\u884c\u5927\u91cf\u7684\u53cd\u601d\u548c\u9a8c\u8bc1\uff0c\u601d\u7ef4\u94fe\u957f\u5ea6\u53ef\u8fbe\u6570\u4e07\u5b57\uff0c\u4e3a\u7528\u6237\u5448\u73b0\u51fa\u5b8c\u6574\u7684\u601d\u8003\u8fc7\u7a0b\u3002\u4f8b\u5982\uff0c\u5728\u89e3\u51b3\u590d\u6742\u7684\u6570\u5b66\u95ee\u9898\u65f6\uff0c\u5b83\u4e0d\u4ec5\u80fd\u7ed9\u51fa\u7b54\u6848\uff0c\u8fd8\u80fd\u8be6\u7ec6\u5730\u5c55\u793a\u63a8\u7406\u6b65\u9aa4\uff0c\u8ba9\u7528\u6237\u6e05\u695a\u5730\u4e86\u89e3\u7b54\u6848\u662f\u5982\u4f55\u5f97\u51fa\u7684\u3002<\/p>\n<h3>2.\u5353\u8d8a\u7684\u6027\u80fd\u8868\u73b0<\/h3>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s8.51cto.com\/oss\/202503\/06\/58a70de060e9986413f633fd1fa1aef7ed703e.webp\" alt=\"\" data-type=\"block\" \/><\/p>\n<p>\u5728\u6027\u80fd\u65b9\u9762\uff0cDeepSeek-R1 \u5c55\u73b0\u51fa\u4e86\u60ca\u4eba\u7684\u5b9e\u529b\u3002\u5728\u6570\u5b66\u80fd\u529b\u6d4b\u8bd5\u4e2d\uff0c\u5b83\u5728 2024 \u5e74\u7f8e\u56fd\u6570\u5b66\u9080\u8bf7\u8d5b\uff08AIME\uff09\u6d4b\u8bd5\u4e2d\u53d6\u5f97\u4e86 79.8% \u7684\u6210\u7ee9\uff0c\u8d85\u8d8a\u4e86 OpenAI o1 \u7684 79.2%\uff1b\u5728 MATH-500 \u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff0cDeepSeek-R1 \u66f4\u662f\u4ee5 97.3% \u7684\u6210\u7ee9\u8fdc\u8d85 OpenAI o1 \u7684 96.4% \u3002\u5728\u7f16\u7a0b\u9886\u57df\uff0c\u5b83\u5728\u77e5\u540d\u7684\u7f16\u7a0b\u7ade\u8d5b\u5e73\u53f0 Codeforces \u4e0a\u83b7\u5f97\u4e86 2029 \u7684\u8bc4\u5206\uff0c\u8d85\u8fc7\u4e86 96.3% \u7684\u4eba\u7c7b\u7a0b\u5e8f\u5458 \u3002\u5728\u901a\u7528\u77e5\u8bc6\u8bc4\u6d4b MMLU\uff08\u5927\u89c4\u6a21\u591a\u4efb\u52a1\u8bed\u8a00\u7406\u89e3\uff09\u6d4b\u8bd5\u4e2d\uff0cDeepSeek-R1 \u4e5f\u8fbe\u5230\u4e86 90.8% \u7684\u51c6\u786e\u7387\uff0c\u867d\u7136\u7565\u4f4e\u4e8e OpenAI o1 \u7684 91.8%\uff0c\u4f46\u663e\u8457\u4f18\u4e8e\u5176\u4ed6\u5f00\u6e90\u6a21\u578b \u3002\u8fd9\u4e9b\u6210\u7ee9\u5145\u5206\u8bc1\u660e\u4e86 DeepSeek-R1 \u5728\u6570\u5b66\u3001\u4ee3\u7801\u548c\u903b\u8f91\u63a8\u7406\u7b49\u4efb\u52a1\u4e0a\u7684\u5353\u8d8a\u80fd\u529b\u3002<\/p>\n<h3>3.\u5e7f\u6cdb\u7684\u5e94\u7528\u573a\u666f<\/h3>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s8.51cto.com\/oss\/202503\/06\/5117edc012ab667fa64298c1de60d401cc249a.webp\" alt=\"\" data-type=\"block\" \/><\/p>\n<p>DeepSeek-R1 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\u201c\u591a\u9762\u624b\u201d<\/h2>\n<h3>1.\u67b6\u6784\u4e0e\u8bad\u7ec3\u7279\u8272<\/h3>\n<p>DeepSeek-V3 \u91c7\u7528\u4e86\u521b\u65b0\u7684\u6df7\u5408\u4e13\u5bb6\uff08MoE\uff09\u67b6\u6784 \uff0c\u62e5\u6709 6710 \u4ebf\u53c2\u6570\uff0c\u4f46\u6bcf\u6b21\u4ec5\u6fc0\u6d3b 370 \u4ebf\u53c2\u6570 \u3002\u8fd9\u79cd\u67b6\u6784\u901a\u8fc7\u52a8\u6001\u5197\u4f59\u7b56\u7565\uff0c\u5728\u63a8\u7406\u548c\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4fdd\u6301\u6700\u4f73\u7684\u8d1f\u8f7d\u5e73\u8861\uff0c\u5927\u5927\u964d\u4f4e\u4e86\u8ba1\u7b97\u6210\u672c\uff0c\u540c\u65f6\u4fdd\u7559\u4e86\u5927\u89c4\u6a21\u53c2\u6570\u5e26\u6765\u7684\u6027\u80fd\u4f18\u52bf \u3002\u5728\u8bad\u7ec3\u65b9\u6cd5\u4e0a\uff0c\u5b83\u7ed3\u5408\u4e86\u9884\u8bad\u7ec3\u548c\u76d1\u7763\u5fae\u8c03\uff08SFT\uff09\uff0c\u5e76\u91c7\u7528\u4e86\u6df7\u5408\u7cbe\u5ea6 FP8 \u8bad\u7ec3\uff0c\u8fd9\u4e0d\u4ec5\u964d\u4f4e\u4e86\u7b97\u529b\u9700\u6c42\uff0c\u8fd8\u5728\u4fdd\u8bc1\u6a21\u578b\u8ba1\u7b97\u7cbe\u5ea6\u7684\u524d\u63d0\u4e0b\uff0c\u5927\u5e45\u5ea6\u51cf\u5c11\u4e86\u5185\u5b58\u4f7f\u7528\u548c\u8ba1\u7b97\u6210\u672c \u3002\u901a\u8fc7\u4f18\u5316\u7b97\u6cd5\u548c\u6570\u636e\u8868\u793a\u65b9\u5f0f\uff0c\u4f7f\u5f97\u6a21\u578b\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u80fd\u591f\u4ee5\u66f4\u4f4e\u7684\u7cbe\u5ea6\u8fdb\u884c\u8ba1\u7b97\uff0c\u800c\u65e0\u9700\u727a\u7272\u8fc7\u591a\u7684\u6027\u80fd \u3002<\/p>\n<h3>2.\u5f3a\u5927\u7684\u7efc\u5408\u6027\u80fd<\/h3>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s8.51cto.com\/oss\/202503\/06\/56faa5923d3ced09c8746424810f9e5093e09d.webp\" alt=\"\" data-type=\"block\" \/><\/p>\n<p>\u5728\u77e5\u8bc6\u95ee\u7b54\u4efb\u52a1\u4e2d\uff0cDeepSeek-V3 \u5728 MMLU\u3001GPQA \u7b49\u77e5\u8bc6\u7c7b\u4efb\u52a1\u4e2d\u7684\u8868\u73b0\u63a5\u8fd1 Claude-3.5-Sonnet-1022 \u7b49\u56fd\u9645\u9876\u5c16\u6a21\u578b \u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s6.51cto.com\/oss\/202503\/06\/b8e1b89703fd72c3d8a79596e81c3f004616a5.webp\" alt=\"\" data-type=\"block\" \/><\/p>\n<p>\u5728\u957f\u6587\u672c\u5904\u7406\u65b9\u9762\uff0c\u5b83\u5728 DROP\u3001LongBench v2 \u7b49\u957f\u6587\u672c\u6d4b\u8bc4\u4e2d\u7684\u5e73\u5747\u8868\u73b0\u8d85\u8d8a\u4e86\u5176\u4ed6\u6a21\u578b \u3002\u5728\u4ee3\u7801\u751f\u6210\u9886\u57df\uff0c\u5c24\u5176\u662f\u5728\u7b97\u6cd5\u7c7b\u4ee3\u7801\u573a\u666f\uff08\u5982 Codeforces\uff09\u4e2d\uff0cDeepSeek-V3 \u8fdc\u8fdc\u9886\u5148\u4e8e\u5176\u4ed6\u5f00\u6e90\u6a21\u578b \u3002\u5728\u6570\u5b66\u80fd\u529b\u4e0a\uff0c\u66f4\u662f\u5728\u7f8e\u56fd\u6570\u5b66\u7ade\u8d5b\uff08AIME 2024\uff09\u548c\u4e2d\u56fd\u9ad8\u4e2d\u6570\u5b66\u8054\u8d5b\uff08CNMO 2024\uff09\u4e2d\uff0c\u8d85\u8fc7\u4e86\u6240\u6709\u5f00\u6e90\u548c\u95ed\u6e90\u6a21\u578b \u3002\u8fd9\u4e9b\u6210\u7ee9\u5145\u5206\u5c55\u793a\u4e86 DeepSeek-V3 \u5728\u591a\u4e2a\u9886\u57df\u7684\u5f3a\u5927\u5b9e\u529b\u3002<\/p>\n<h3>3.\u591a\u5143\u7684\u4f7f\u7528\u573a\u666f<\/h3>\n<p>DeepSeek-V3 \u7684\u5f3a\u5927\u80fd\u529b\u4f7f\u5176\u5728\u4f17\u591a\u9886\u57df\u90fd\u6709\u7740\u5e7f\u6cdb\u7684\u5e94\u7528\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s9.51cto.com\/oss\/202503\/06\/e3704be83fc164144440816bb1086502000c88.webp\" alt=\"\" data-type=\"block\" \/><\/p>\n<p>\u5728\u667a\u80fd\u5ba2\u670d\u9886\u57df\uff0c\u5b83\u80fd\u591f\u5feb\u901f\u51c6\u786e\u5730\u56de\u7b54\u7528\u6237\u7684\u95ee\u9898\uff0c\u63d0\u4f9b\u9ad8\u6548\u7684\u670d\u52a1\uff1b<\/p>\n<p>\u5728\u4e2a\u6027\u5316\u63a8\u8350\u7cfb\u7edf\u4e2d\uff0c\u901a\u8fc7\u5bf9\u7528\u6237\u6570\u636e\u7684\u5206\u6790\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u7cbe\u51c6\u7684\u63a8\u8350\uff1b<\/p>\n<p>\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u548c\u56fe\u50cf\u8bc6\u522b\u7b49\u591a\u6a21\u6001\u4efb\u52a1\u4e2d\uff0cDeepSeek-V3 \u4e5f\u80fd\u591f\u53d1\u6325\u91cd\u8981\u4f5c\u7528\uff0c\u5b9e\u73b0\u4e0d\u540c\u6a21\u6001\u6570\u636e\u7684\u878d\u5408\u548c\u5904\u7406 \u3002\u6bd4\u5982\u5728\u7535\u5546\u5e73\u53f0\uff0c\u5b83\u53ef\u4ee5\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u627e\u5230\u5fc3\u4eea\u7684\u5546\u54c1\uff1b<\/p>\n<p>\u5728\u5185\u5bb9\u521b\u4f5c\u9886\u57df\uff0c\u80fd\u4e3a\u521b\u4f5c\u8005\u63d0\u4f9b\u7075\u611f\u548c\u7d20\u6750\uff0c\u534f\u52a9\u64b0\u5199\u6587\u7ae0\u3001\u8bd7\u6b4c\u7b49 \u3002<\/p>\n<h2>\u4e09\u3001DeepSeek Chat\uff1a\u65e5\u5e38\u5bf9\u8bdd\u7684 \u201c\u8d34\u5fc3\u4f19\u4f34\u201d<\/h2>\n<h3>1.\u6a21\u578b\u57fa\u672c\u7279\u70b9<\/h3>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s3.51cto.com\/oss\/202503\/06\/71e2a3d37a9ab0242f5672803e6cfe30b68510.webp\" alt=\"\" data-type=\"block\" \/><\/p>\n<p>DeepSeek Chat \u5c31\u50cf\u662f\u6211\u4eec\u65e5\u5e38\u751f\u6d3b\u4e2d\u7684\u8d34\u5fc3\u4f19\u4f34\uff0c\u5b83\u57fa\u4e8e\u5148\u8fdb\u7684\u4eba\u5de5\u667a\u80fd\u6280\u672f\uff0c\u80fd\u591f\u4e0e\u7528\u6237\u8fdb\u884c\u81ea\u7136\u6d41\u7545\u7684\u8bed\u8a00\u4ea4\u6d41 \u3002\u65e0\u8bba\u662f\u65e5\u5e38\u7684\u95f2\u804a\uff0c\u8fd8\u662f\u5bfb\u6c42\u4e13\u4e1a\u77e5\u8bc6\u7684\u89e3\u7b54\uff0c\u4ea6\u6216\u662f\u83b7\u53d6\u751f\u6d3b\u4e2d\u7684\u5b9e\u7528\u5efa\u8bae\uff0c\u5b83\u90fd\u80fd\u5e94\u5bf9\u81ea\u5982\u3002\u5b83\u7684\u8bbe\u8ba1\u76ee\u6807\u5c31\u662f\u4e3a\u4e86\u6ee1\u8db3\u4eba\u4eec\u5728\u5404\u79cd\u901a\u7528\u573a\u666f\u4e0b\u7684\u5bf9\u8bdd\u9700\u6c42\uff0c\u8ba9\u4ea4\u6d41\u53d8\u5f97\u66f4\u52a0\u8f7b\u677e\u6109\u5feb \u3002\u5728\u65e5\u5e38\u5bf9\u8bdd\u4e2d\uff0c\u5b83\u80fd\u591f\u7406\u89e3\u7528\u6237\u7684\u60c5\u611f\u548c\u610f\u56fe\uff0c\u7528\u4eb2\u5207\u3001\u81ea\u7136\u7684\u8bed\u8a00\u8fdb\u884c\u56de\u5e94\uff0c\u7ed9\u7528\u6237\u5e26\u6765\u6e29\u6696\u7684\u4ea4\u6d41\u4f53\u9a8c \u3002<\/p>\n<h3>2.\u5177\u4f53\u5e94\u7528\u793a\u4f8b<\/h3>\n<p>\u5728\u5b66\u4e60\u8f85\u52a9\u65b9\u9762\uff0cDeepSeek Chat \u53ef\u4ee5\u6210\u4e3a\u5b66\u751f\u4eec\u7684\u597d\u5e2e\u624b\u3002\u5f53\u5b66\u751f\u9047\u5230\u590d\u6742\u7684\u4e13\u4e1a\u672f\u8bed\u96be\u4ee5\u7406\u89e3\u65f6\uff0c\u5b83\u53ef\u4ee5\u7528\u901a\u4fd7\u6613\u61c2\u7684\u8bed\u8a00\u8fdb\u884c\u89e3\u91ca\uff0c\u5e2e\u52a9\u5b66\u751f\u66f4\u597d\u5730\u638c\u63e1\u77e5\u8bc6 \u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s4.51cto.com\/oss\/202503\/06\/c33b0268149cd3f57ca382594f7570d1a0ef6d.webp\" alt=\"\" data-type=\"block\" \/><\/p>\n<p>\u6bd4\u5982\uff0c\u5728\u5b66\u4e60\u7269\u7406\u65f6\uff0c\u5bf9\u4e8e \u201c\u91cf\u5b50\u7ea0\u7f20\u201d \u8fd9\u6837\u62bd\u8c61\u7684\u6982\u5ff5\uff0cDeepSeek Chat \u53ef\u4ee5\u901a\u8fc7\u751f\u52a8\u7684\u6bd4\u55bb\u548c\u8be6\u7ec6\u7684\u89e3\u91ca\uff0c\u8ba9\u5b66\u751f\u8f7b\u677e\u7406\u89e3\u5176\u4e2d\u7684\u5965\u79d8 \u3002\u5728\u751f\u6d3b\u4e2d\uff0c\u5b83\u4e5f\u80fd\u53d1\u6325\u91cd\u8981\u4f5c\u7528\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s6.51cto.com\/oss\/202503\/06\/d6266e960270ac86025380e7c7c93c864aae2c.webp\" alt=\"\" data-type=\"block\" \/><\/p>\n<p>\u5f53\u4f60\u60f3\u8981\u4e3a\u5bb6\u4eba\u51c6\u5907\u4e00\u987f\u4e30\u76db\u7684\u665a\u9910\uff0c\u4f46\u53c8\u4e0d\u77e5\u9053\u505a\u4ec0\u4e48\u83dc\u65f6\uff0cDeepSeek Chat \u53ef\u4ee5\u6839\u636e\u4f60\u7684\u53e3\u5473\u504f\u597d\u548c\u98df\u6750\u50a8\u5907\uff0c\u4e3a\u4f60\u8bbe\u8ba1\u51fa\u4e00\u4efd\u7f8e\u5473\u7684\u98df\u8c31 \u3002\u5728\u521b\u610f\u5199\u4f5c\u9886\u57df\uff0c\u5b83\u540c\u6837\u8868\u73b0\u51fa\u8272\u3002\u5f53\u4f60\u7075\u611f\u67af\u7aed\u65f6\uff0c\u53ea\u9700\u544a\u8bc9\u5b83\u4f60\u7684\u5199\u4f5c\u4e3b\u9898\u548c\u98ce\u683c\u8981\u6c42\uff0c\u5b83\u5c31\u80fd\u4e3a\u4f60\u63d0\u4f9b\u4e30\u5bcc\u7684\u521b\u610f\u548c\u7d20\u6750\uff0c\u534f\u52a9\u4f60\u521b\u4f5c\u51fa\u7cbe\u5f69\u7684\u6587\u7ae0 \u3002<\/p>\n<h2>\u56db\u3001\u5176\u4ed6\u6a21\u578b\uff1a\u5404\u663e\u795e\u901a\u7684 \u201c\u4e13\u4e1a\u9009\u624b\u201d<\/h2>\n<h3>1.DeepSeek Coder\uff1a\u4ee3\u7801\u4e16\u754c\u7684 \u201c\u9b54\u6cd5\u5e08\u201d<\/h3>\n<p>DeepSeek Coder \u662f\u4ee3\u7801\u4e16\u754c\u7684 \u201c\u9b54\u6cd5\u5e08\u201d\uff0c\u5b83\u652f\u6301\u8d85\u8fc7 300 \u79cd\u7f16\u7a0b\u8bed\u8a00 \uff0c\u5305\u62ec Python\u3001Java\u3001C++ \u7b49\u5e38\u89c1\u8bed\u8a00 \u3002\u5728\u7f16\u7a0b\u8fc7\u7a0b\u4e2d\uff0c\u5b83\u80fd\u591f\u5b9e\u73b0\u4ee3\u7801\u8865\u5168\u3001\u89e3\u91ca\u3001\u8c03\u8bd5\u53ca\u8f6c\u6362\u7b49\u529f\u80fd \u3002\u6bd4\u5982\uff0c\u5f53\u7a0b\u5e8f\u5458\u5728\u7f16\u5199\u4ee3\u7801\u65f6\u9047\u5230\u601d\u8def\u5361\u987f\uff0cDeepSeek Coder \u53ef\u4ee5\u6839\u636e\u5df2\u6709\u7684\u4ee3\u7801\u7247\u6bb5\uff0c\u81ea\u52a8\u8865\u5168\u540e\u7eed\u4ee3\u7801\uff0c\u5927\u5927\u63d0\u9ad8\u7f16\u7a0b\u6548\u7387 \u3002\u5728\u4ee3\u7801\u89e3\u91ca\u65b9\u9762\uff0c\u5b83\u80fd\u591f\u5c06\u590d\u6742\u7684\u4ee3\u7801\u903b\u8f91\u7528\u901a\u4fd7\u6613\u61c2\u7684\u8bed\u8a00\u89e3\u91ca\u6e05\u695a\uff0c\u5e2e\u52a9\u65b0\u624b\u7a0b\u5e8f\u5458\u5feb\u901f\u7406\u89e3\u4ee3\u7801\u542b\u4e49 \u3002\u5728 IDE \u63d2\u4ef6\u3001\u81ea\u52a8\u5316\u7f16\u7a0b\u5de5\u5177\u7b49\u573a\u666f\u4e2d\uff0cDeepSeek Coder \u4e5f\u6709\u7740\u5e7f\u6cdb\u7684\u5e94\u7528 \u3002\u5b83\u53ef\u4ee5\u96c6\u6210\u5230\u5f00\u53d1\u5de5\u5177\u4e2d\uff0c\u4e3a\u7a0b\u5e8f\u5458\u63d0\u4f9b\u5b9e\u65f6\u7684\u4ee3\u7801\u5efa\u8bae\u548c\u9519\u8bef\u63d0\u793a\uff0c\u8ba9\u7f16\u7a0b\u53d8\u5f97\u66f4\u52a0\u8f7b\u677e\u6109\u5feb \u3002<\/p>\n<p>\u5b98\u7f51\uff1ahttps:\/\/github.com\/deepseek-ai\/DeepSeek-Coder<\/p>\n<h3>2.DeepSeek Math\uff1a\u6570\u5b66\u9886\u57df\u7684 \u201c\u89e3\u9898\u9ad8\u624b\u201d<\/h3>\n<p>DeepSeek Math \u662f\u9488\u5bf9\u6570\u5b66\u95ee\u9898\u4f18\u5316\u7684\u6a21\u578b\uff0c\u582a\u79f0\u6570\u5b66\u9886\u57df\u7684 \u201c\u89e3\u9898\u9ad8\u624b\u201d \u3002\u5b83\u80fd\u591f\u8fdb\u884c\u5206\u6b65\u63a8\u7406\u3001\u516c\u5f0f\u63a8\u5bfc\u548c\u89e3\u9898\u8fc7\u7a0b\u89e3\u91ca \u3002\u4f8b\u5982\uff0c\u5728\u89e3\u51b3\u4e00\u9053\u590d\u6742\u7684\u6570\u5b66\u8bc1\u660e\u9898\u65f6\uff0cDeepSeek Math \u53ef\u4ee5\u9010\u6b65\u5c55\u793a\u63a8\u7406\u8fc7\u7a0b\uff0c\u6e05\u6670\u5730\u5448\u73b0\u6bcf\u4e00\u6b65\u7684\u4f9d\u636e\u548c\u601d\u8def \u3002\u5728\u6559\u80b2\u8f85\u52a9\u9886\u57df\uff0c\u5b83\u53ef\u4ee5\u5e2e\u52a9\u5b66\u751f\u89e3\u51b3\u6570\u5b66\u96be\u9898\uff0c\u63d0\u4f9b\u8be6\u7ec6\u7684\u89e3\u9898\u6b65\u9aa4\u548c\u601d\u8def\u5206\u6790\uff0c\u5c31\u50cf\u4e00\u4f4d\u968f\u65f6\u5728\u7ebf\u7684\u6570\u5b66\u8f85\u5bfc\u8001\u5e08 \u3002\u5728\u6570\u5b66\u5de5\u5177\u96c6\u6210\u4e2d\uff0cDeepSeek Math \u4e5f\u80fd\u53d1\u6325\u91cd\u8981\u4f5c\u7528\uff0c\u4e3a\u79d1\u7814\u4eba\u5458\u548c\u6570\u5b66\u7231\u597d\u8005\u63d0\u4f9b\u5f3a\u5927\u7684\u6570\u5b66\u8ba1\u7b97\u548c\u63a8\u7406\u652f\u6301 \u3002<\/p>\n<p>\u5b98\u7f51\uff1ahttps:\/\/github.com\/deepseek-ai\/DeepSeek-Math<\/p>\n<h3>3.DeepSeek VL\uff1a\u591a\u6a21\u6001\u878d\u5408\u7684 \u201c\u63a2\u7d22\u8005\u201d<\/h3>\n<p>DeepSeek VL \u662f\u591a\u6a21\u6001\u878d\u5408\u7684 \u201c\u63a2\u7d22\u8005\u201d\uff0c\u652f\u6301\u56fe\u50cf\u4e0e\u6587\u672c\u7684\u8054\u5408\u7406\u89e3 \u3002\u5b83\u96c6\u6210\u4e86\u76ee\u6807\u68c0\u6d4b\u3001OCR\uff08\u5149\u5b66\u5b57\u7b26\u8bc6\u522b\uff09\u7b49\u6280\u672f\uff0c\u80fd\u591f\u5bf9\u56fe\u50cf\u4e2d\u7684\u5185\u5bb9\u8fdb\u884c\u8bc6\u522b\u548c\u5206\u6790\uff0c\u5e76\u4e0e\u6587\u672c\u4fe1\u606f\u8fdb\u884c\u5173\u8054 \u3002\u5728\u667a\u80fd\u5ba2\u670d\u573a\u666f\u4e2d\uff0c\u5f53\u7528\u6237\u53d1\u9001\u5305\u542b\u56fe\u7247\u7684\u95ee\u9898\u65f6\uff0cDeepSeek VL \u53ef\u4ee5\u7406\u89e3\u56fe\u7247\u5185\u5bb9\u5e76\u7ed3\u5408\u6587\u672c\u4fe1\u606f\uff0c\u51c6\u786e\u5730\u56de\u7b54\u7528\u6237\u7684\u95ee\u9898 \u3002\u5728\u5185\u5bb9\u5ba1\u6838\u9886\u57df\uff0c\u5b83\u53ef\u4ee5\u901a\u8fc7\u5bf9\u56fe\u50cf\u548c\u6587\u672c\u7684\u5206\u6790\uff0c\u5224\u65ad\u5185\u5bb9\u662f\u5426\u7b26\u5408\u89c4\u5b9a\uff0c\u63d0\u9ad8\u5ba1\u6838\u6548\u7387\u548c\u51c6\u786e\u6027 \u3002\u5728\u591a\u5a92\u4f53\u5206\u6790\u4e2d\uff0cDeepSeek VL \u4e5f\u80fd\u53d1\u6325\u91cd\u8981\u4f5c\u7528\uff0c\u5b9e\u73b0\u5bf9\u89c6\u9891\u3001\u97f3\u9891\u7b49\u591a\u5a92\u4f53\u5185\u5bb9\u7684\u7406\u89e3\u548c\u5206\u6790 \u3002<\/p>\n<p>\u5b98\u7f51\uff1ahttps:\/\/github.com\/deepseek-ai\/DeepSeek-VL<\/p>\n<h3>4.DeepSeek LLM (\u57fa\u7840\u7248)<\/h3>\n<p>DeepSeek\u63a8\u51fa\u7684\u901a\u7528\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u4e3b\u8981\u7528\u4e8e\u6587\u672c\u751f\u6210\u3001\u6587\u672c\u7406\u89e3\u3001\u5bf9\u8bdd\u4ea4\u4e92\u7b49\u4efb\u52a1\u3002\u5b83\u91c7\u7528Transformer\u67b6\u6784\uff0c\u5e76\u7ecf\u8fc7\u5927\u89c4\u6a21\u7684\u9884\u8bad\u7ec3\u548c\u6307\u4ee4\u5fae\u8c03\uff0c\u4ee5\u63d0\u4f9b\u66f4\u81ea\u7136\u3001\u667a\u80fd\u7684\u6587\u672c\u5904\u7406\u80fd\u529b\u3002<\/p>\n<h3>5.DeepSeek-V2<\/h3>\n<p>\u5728 DeepSeek 67B\u7684\u57fa\u7840\u4e0a\uff0cDeepSeek-V2 \u5bf9\u6a21\u578b\u8fdb\u884c\u4e86\u8fdb\u4e00\u6b65\u4f18\u5316\uff0c\u5728\u6ce8\u610f\u529b\u673a\u5236\u6a21\u5757\u548cFFN\u4e0a\uff0c\u8bbe\u8ba1\u5e76\u91c7\u7528\u4e86\u521b\u65b0\u7684\u67b6\u6784\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s4.51cto.com\/oss\/202503\/06\/525690554d64baa588c84130004da9c99c5c17.webp\" alt=\"\" data-type=\"block\" \/><\/p>\n<p>\u9996\u5148\u5728\u6ce8\u610f\u529b\u673a\u5236\u6a21\u5757\u65b9\u9762\uff0c\u8bbe\u8ba1\u4e86MLA\u6765\u66ff\u4ee3\u539f\u6765\u7684GQA\uff0c\u8be5\u65b9\u6cd5\u5229\u7528\u4f4e\u79e9\u952e\u503c\u8054\u5408\u538b\u7f29\u6765\u6d88\u9664\u63a8\u7406\u65f6\u952e\u503c\u7f13\u5b58\u7684\u74f6\u9888\uff0c\u4ece\u800c\u652f\u6301\u6709\u6548\u7684\u63a8\u7406\u3002\u5176\u6b21\u5728FFN\u5904\uff0c\u91c7\u7528\u4e86DeepSeekMoE\u4f53\u7cfb\u7ed3\u6784\uff0c\u76ee\u7684\u662f\u4e3a\u4e86\u5b9e\u73b0\u6700\u7ec8\u7684\u4e13\u5bb6\u4e13\u4e1a\u5316\uff0c\u5b83\u4f7f\u7528\u4e86\u4e24\u79cd\u4e3b\u8981\u7b56\u7565\uff0c\u5206\u522b\u662f\u7ec6\u7c92\u5ea6\u4e13\u5bb6\u5206\u5272\u548c\u5171\u4eab\u4e13\u5bb6\u9694\u79bb\u3002<\/p>\n<h2>\u4e94\u3001\u672a\u6765\u5c55\u671b\uff1aDeepSeek \u7684\u65e0\u9650\u53ef\u80fd<\/h2>\n<p>DeepSeek 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\u5728\u672a\u6765\u80fd\u591f\u521b\u9020\u66f4\u591a\u7684\u5947\u8ff9\uff0c\u4e3a\u6211\u4eec\u5e26\u6765\u66f4\u591a\u7684\u60ca\u559c\u548c\u4fbf\u5229\uff0c\u4e5f\u5e0c\u671b\u66f4\u591a\u7684\u4eba\u80fd\u591f\u5173\u6ce8\u548c\u4e86\u89e3 DeepSeek\uff0c\u4e00\u8d77\u63a2\u7d22\u4eba\u5de5\u667a\u80fd\u7684\u65e0\u9650\u53ef\u80fd \u3002<\/p>\n<\/div>\n<p>\u6587\u7ae0\u6765\u81ea\uff1a51CTO<\/p>\n<\/div>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_24919\" class=\"pvc_stats total_only  \" data-element-id=\"24919\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.0\" viewBox=\"0 0 502 315\" preserveAspectRatio=\"xMidYMid meet\"><g transform=\"translate(0,332) scale(0.1,-0.1)\" fill=\"\" stroke=\"none\"><path d=\"M2394 3279 l-29 -30 -3 -207 c-2 -182 0 -211 15 -242 39 -76 157 -76 196 0 15 31 17 60 15 243 l-3 209 -33 29 c-26 23 -41 29 -80 29 -41 0 -53 -5 -78 -31z\"\/><path d=\"M3085 3251 c-45 -19 -58 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style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.0\" viewBox=\"0 0 502 315\" preserveAspectRatio=\"xMidYMid meet\"><g transform=\"translate(0,332) scale(0.1,-0.1)\" fill=\"\" stroke=\"none\"><path d=\"M2394 3279 l-29 -30 -3 -207 c-2 -182 0 -211 15 -242 39 -76 157 -76 196 0 15 31 17 60 15 243 l-3 209 -33 29 c-26 23 -41 29 -80 29 -41 0 -53 -5 -78 -31z\"\/><path d=\"M3085 3251 c-45 -19 -58 -50 -96 -229 -47 -217 -49 -260 -13 -295 52 -53 146 -42 177 20 16 31 87 366 87 410 0 70 -86 122 -155 94z\"\/><path d=\"M1751 3234 c-13 -9 -29 -31 -37 -50 -12 -29 -10 -49 21 -204 19 -94 39 -189 45 -210 14 -50 54 -80 110 -80 34 0 48 6 76 34 21 21 34 44 34 59 0 14 -18 113 -40 219 -37 178 -43 195 -70 221 -36 32 -101 37 -139 11z\"\/><path d=\"M1163 3073 c-36 -7 -73 -59 -73 -102 0 -56 133 -378 171 -413 34 -32 83 -37 129 -13 70 36 67 87 -16 290 -86 209 -89 214 -129 231 -35 14 -42 15 -82 7z\"\/><path d=\"M3689 3066 c-15 -9 -33 -30 -42 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class=\"pvc_clear\"><\/div>\n","protected":false},"author":56,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[23,20,80],"tags":[1526,113,667],"class_list":["post-24919","post","type-post","status-publish","format-standard","hentry","category-23","category-20","category-80","tag-deepseek","tag-113","tag-667"],"_links":{"self":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts\/24919","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/users\/56"}],"replies":[{"embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/comments?post=24919"}],"version-history":[{"count":1,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts\/24919\/revisions"}],"predecessor-version":[{"id":24920,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts\/24919\/revisions\/24920"}],"wp:attachment":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/media?parent=24919"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/categories?post=24919"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/tags?post=24919"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}