{"id":51357,"date":"2025-02-22T00:57:20","date_gmt":"2025-02-21T16:57:20","guid":{"rendered":"http:\/\/www.jooseed.com\/?p=51357"},"modified":"2025-02-22T01:43:36","modified_gmt":"2025-02-21T17:43:36","slug":"%e8%a2%ab%e8%af%af%e8%af%bb%e7%9a%84%e7%9c%9f%e7%9b%b8%ef%bc%9adeepseek%e5%b4%9b%e8%b5%b7%e7%9a%84%e5%ba%95%e5%b1%82%e9%80%bb%e8%be%91","status":"publish","type":"post","link":"http:\/\/www.jooseed.com\/?p=51357","title":{"rendered":"\u88ab\u8bef\u8bfb\u7684\u771f\u76f8\uff1aDeepSeek\u5d1b\u8d77\u7684\u5e95\u5c42\u903b\u8f91"},"content":{"rendered":"<div class=\"wpb-content-wrapper\"><p>[vc_row][vc_column]<div id=\"ultimate-heading-579769fe0ebf705fe\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-579769fe0ebf705fe uvc-4182 \" data-hspacer=\"no_spacer\"  data-halign=\"right\" style=\"text-align:right\"><div class=\"uvc-heading-spacer no_spacer\" style=\"top\"><\/div><div class=\"uvc-sub-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-579769fe0ebf705fe .uvc-sub-heading '  data-responsive-json-new='{\"font-size\":\"desktop:12px;\",\"line-height\":\"desktop:20px;\"}'  style=\"font-weight:normal;color:#7c7c7c;\"><\/p>\r\n<p style=\"text-align: left;\"><div class=\"addtoany_shortcode\"><div class=\"a2a_kit a2a_kit_size_26 addtoany_list\" data-a2a-url=\"http:\/\/www.jooseed.com\/?p=51357\" data-a2a-title=\"\u88ab\u8bef\u8bfb\u7684\u771f\u76f8\uff1aDeepSeek\u5d1b\u8d77\u7684\u5e95\u5c42\u903b\u8f91\"><a class=\"a2a_button_wechat\" href=\"https:\/\/www.addtoany.com\/add_to\/wechat?linkurl=http%3A%2F%2Fwww.jooseed.com%2F%3Fp%3D51357&amp;linkname=%E8%A2%AB%E8%AF%AF%E8%AF%BB%E7%9A%84%E7%9C%9F%E7%9B%B8%EF%BC%9ADeepSeek%E5%B4%9B%E8%B5%B7%E7%9A%84%E5%BA%95%E5%B1%82%E9%80%BB%E8%BE%91\" title=\"WeChat\" rel=\"nofollow noopener\" target=\"_blank\"><\/a><a class=\"a2a_button_sina_weibo\" href=\"https:\/\/www.addtoany.com\/add_to\/sina_weibo?linkurl=http%3A%2F%2Fwww.jooseed.com%2F%3Fp%3D51357&amp;linkname=%E8%A2%AB%E8%AF%AF%E8%AF%BB%E7%9A%84%E7%9C%9F%E7%9B%B8%EF%BC%9ADeepSeek%E5%B4%9B%E8%B5%B7%E7%9A%84%E5%BA%95%E5%B1%82%E9%80%BB%E8%BE%91\" title=\"Sina Weibo\" rel=\"nofollow noopener\" target=\"_blank\"><\/a><a class=\"a2a_button_qzone\" href=\"https:\/\/www.addtoany.com\/add_to\/qzone?linkurl=http%3A%2F%2Fwww.jooseed.com%2F%3Fp%3D51357&amp;linkname=%E8%A2%AB%E8%AF%AF%E8%AF%BB%E7%9A%84%E7%9C%9F%E7%9B%B8%EF%BC%9ADeepSeek%E5%B4%9B%E8%B5%B7%E7%9A%84%E5%BA%95%E5%B1%82%E9%80%BB%E8%BE%91\" title=\"Qzone\" rel=\"nofollow noopener\" target=\"_blank\"><\/a><a class=\"a2a_button_linkedin\" href=\"https:\/\/www.addtoany.com\/add_to\/linkedin?linkurl=http%3A%2F%2Fwww.jooseed.com%2F%3Fp%3D51357&amp;linkname=%E8%A2%AB%E8%AF%AF%E8%AF%BB%E7%9A%84%E7%9C%9F%E7%9B%B8%EF%BC%9ADeepSeek%E5%B4%9B%E8%B5%B7%E7%9A%84%E5%BA%95%E5%B1%82%E9%80%BB%E8%BE%91\" title=\"LinkedIn\" rel=\"nofollow noopener\" target=\"_blank\"><\/a><a class=\"a2a_button_printfriendly\" href=\"https:\/\/www.addtoany.com\/add_to\/printfriendly?linkurl=http%3A%2F%2Fwww.jooseed.com%2F%3Fp%3D51357&amp;linkname=%E8%A2%AB%E8%AF%AF%E8%AF%BB%E7%9A%84%E7%9C%9F%E7%9B%B8%EF%BC%9ADeepSeek%E5%B4%9B%E8%B5%B7%E7%9A%84%E5%BA%95%E5%B1%82%E9%80%BB%E8%BE%91\" title=\"PrintFriendly\" rel=\"nofollow noopener\" target=\"_blank\"><\/a><a class=\"a2a_dd addtoany_share_save addtoany_share\" href=\"https:\/\/www.addtoany.com\/share\"><\/a><\/div><\/div>\r\n<p><\/div><\/div>[\/vc_column][\/vc_row][vc_row css=&#8221;.vc_custom_1577190207526{padding-top: 30px !important;}&#8221;][vc_column][vc_column_text css=&#8221;&#8221;]<\/p>\r\n<p style=\"text-align: left;\"><strong>\u4f5c\u8005\uff1a\u8fde\u6631 | 2025\u5e742\u670822\u65e5<\/strong><\/p>\r\n<p class=\"md-end-block md-p\">\u5f53\u7845\u8c37\u5de8\u5934\u6df1\u9677\u5343\u4ebf\u7f8e\u5143\u53c2\u6570\u7ade\u8d5b\u65f6\uff0c\u676d\u5dde\u5e7b\u65b9\u91cf\u5316\u65d7\u4e0b\u7684AI\u5b9e\u9a8c\u5ba4\u4ee5557\u4e07\u7f8e\u5143\u8bad\u7ec3\u6210\u672c\uff0c\u5728\u5168\u7403AI\u9886\u57df\u70b9\u71c3\u6548\u7387\u9769\u547d\u3002\u8fd9\u573a\u7a81\u7834\u5f15\u53d1\u4e24\u6781\u8bc4\u4ef7\uff0c\u8bda\u5982\u7f8e\u56fdAI\u535a\u4e3b\u3001MedARC\u521b\u59cb\u4eba\u4e9a\u4f2f\u62c9\u7f55\u6240\u8a00\uff1a<br \/>\u201c<em>\u90e8\u5206\u4eba\u5de5\u667a\u80fd\u4e13\u5bb6\uff0c\u7279\u522b\u662fOpenAI\u9635\u8425\uff0c\u610f\u56fe\u4f4e\u4f30DeepSeek\u7684\u4ef7\u503c\u3002\u4e0e\u6b64\u540c\u65f6\uff0c\u53e6\u4e00\u4e9b\u4e13\u5bb6\u6216\u201c\u81ea\u5c01\u4e13\u5bb6\u201d\u5219\u5bf9\u5176\u53cd\u5e94\u8fc7\u6fc0\uff0c\u4e0d\u541d\u6ea2\u7f8e\u4e4b\u8bcd\u2026\u2026\u4f46\u6bcb\u5eb8\u7f6e\u7591\uff0cDeepSeek \u503c\u5f97\u8ba4\u53ef\uff0cR1\u6a21\u578b\u4ee4\u4eba\u5370\u8c61\u6df1\u523b<\/em>\u3002\u201d <a href=\"#footnote1\"><sup>[1]<\/sup><\/a><\/p>\r\n<p class=\"md-end-block md-p\">\u55a7\u56a3\u4e0e\u8d5e\u8a89\uff0c\u8bef\u8bfb\u4e0e\u66f2\u89e3\uff0cDeepSeek\u7684\u521b\u65b0\u4ef7\u503c\u7a76\u7adf\u4f55\u5728\uff1f\u5176\u5d1b\u8d77\u80cc\u540e\uff0c\u771f\u5b9e\u7684\u903b\u8f91\u53c8\u662f\u4ec0\u4e48\uff1f\u6211\u4eec\u901a\u8fc7\u6280\u672f\u3001\u6210\u672c\u3001\u5730\u7f18\u3001\u751f\u6001\u56db\u4e2a\u65b9\u9762\uff0c\u89e3\u6784\u8fd9\u573a\u6280\u672f\u5e73\u6743\u8fd0\u52a8\u7684\u771f\u5b9e\u903b\u8f91\u3002<\/p>\r\n<h4 class=\"md-end-block md-heading\">1. \u6280\u672f\u795e\u8bdd\u7684\u795b\u9b45\uff1a\u5de5\u7a0b\u4f18\u5316\uff0c\u975e\u7406\u8bba\u9769\u547d<\/h4>\r\n<p class=\"md-end-block md-p\"><span class=\"md-plain\">\u5173\u4e8eDeepSeek\u7684\u6280\u672f\u6210\u5c31\uff0c\u4e1a\u754c\u5b58\u5728\u4e24\u79cd\u622a\u7136\u4e0d\u540c\u7684\u58f0\u97f3\uff1a\u4e00\u7c7b\u5c06\u5176\u6280\u672f\u7a81\u7834\u5949\u4e3a\u201c\u98a0\u8986\u6027\u9769\u547d\u201d\uff0c\u53e6\u4e00\u7c7b\u5219\u8d2c\u65a5\u4e3a\u5bf9\u6d77\u5916\u6a21\u578b\u7684\u62d9\u52a3\u6a21\u4eff\uff0c\u751a\u81f3\u63e3\u6d4b\u5176\u8fdb\u6b65\u6e90\u4e8e\u5bf9OpenAI\u6a21\u578b\u7684\u201c\u84b8\u998f\u201d\u3002DeepSeek\u7684\u5d1b\u8d77\u5e38\u88ab\u89e3\u8bfb\u4e3a\u201c\u98a0\u8986\u6027\u521b\u65b0\u201d\uff0c\u5b9e\u5219\u662f\u4e00\u6b21\u5bf9\u65e2\u6709\u6280\u672f\u8303\u5f0f\u7684<strong>\u7cfb\u7edf\u6027\u5de5\u7a0b\u4f18\u5316<\/strong>\u3002\u66f4\u7cbe\u51c6\u5730\u5b9a\u4e49\uff0cDeepSeek\u7684\u7a81\u7834\u662f\u4e00\u573a\u76f4\u51fb\u4ea7\u4e1a\u75db\u70b9\u7684<strong>\u5de5\u7a0b\u8303\u5f0f\u8dc3\u8fc1<\/strong>\uff0c\u4e3aAI\u63a8\u7406\u5f00\u8f9f\u4e86\u4e00\u6761\u201c\u5c11\u5373\u662f\u591a\u201d\u7684\u5d2d\u65b0\u8def\u5f84\u3002<\/span><\/p>\r\n<h5><strong>\u67b6\u6784\u7626\u8eab\uff0c\u6548\u80fd\u500d\u589e\uff1a<\/strong><\/h5>\r\n<p>DeepSeek\u8fd0\u7528GRPO\uff08\u7fa4\u4f53\u76f8\u5bf9\u7b56\u7565\u4f18\u5316\uff09\u7b97\u6cd5\uff0c\u7cbe\u5999\u5730\u5254\u9664\u4f20\u7edf\u5f3a\u5316\u5b66\u4e60\u4e2d\u7ed3\u6784\u5197\u4f59\u7684Critic\u6a21\u578b\uff0c\u5316\u7e41\u4e3a\u7b80\uff0c\u5c06\u590d\u6742\u7b97\u6cd5\u8f6c\u5316\u4e3a\u53ef\u9ad8\u6548\u843d\u5730\u7684\u5de5\u7a0b\u65b9\u6848\u3002\u60f3\u8c61\u6559AI\u4e0b\u68cb\u7684\u8fc7\u7a0b\u539f\u672c\u9700\u8981\u4e24\u4e2a\u6559\u7ec3\uff1a\u4e00\u4e2a\u8d1f\u8d23\u4e0b\u68cb\uff08Actor\uff0c\u5982\u4e0b\u56fePolicy Model\uff09\uff0c\u4e00\u4e2a\u8d1f\u8d23\u8bc4\u5206\uff08Critic\uff0c\u5982\u4e0b\u56feValue Model+GAE\u8ba1\u7b97\u4f18\u52bf\u51fd\u6570\uff09\u3002<a href=\"#footnote2\"><sup>[2]<\/sup><\/a><\/p>\r\n<p>GRPO\u7b97\u6cd5\u5c31\u50cf\u53bb\u6389\u4e86\u8bc4\u5206\u6559\u7ec3\uff0c\u8ba9\u68cb\u624b\u901a\u8fc7\u89c2\u5bdf\u81ea\u5df1\u7684\u80dc\u8d1f\u76f4\u63a5\u5b66\u4e60\u3002\u8fd9\u5c31\u50cf\u628a\u822a\u5929\u98de\u673a\u590d\u6742\u7684\u63a8\u8fdb\u7cfb\u7edf\uff0c\u6539\u9020\u6210\u5bb6\u7528\u6c7d\u8f66\u7684\u5f15\u64ce\u2014\u2014\u867d\u7136\u529f\u7387\u53d8\u5c0f\u4e86\uff0c\u4f46\u65e5\u5e38\u4f7f\u7528\u53cd\u800c\u66f4\u9ad8\u6548\u3002\u6b64\u4e3e\u867d\u672a\u5728\u6df1\u5ea6\u5b66\u4e60\u7406\u8bba\u5c42\u9762\u5b9e\u73b0\u7a81\u7834\uff0c\u5374\u663e\u8457\u5730\u63d0\u5347\u4e86\u8bad\u7ec3\u6548\u7387\u3002<\/p>\r\n<div id=\"attachment_51283\" style=\"width: 660px\" class=\"wp-caption aligncenter\"><img fetchpriority=\"high\" decoding=\"async\" aria-describedby=\"caption-attachment-51283\" class=\"wp-image-51283\" src=\"http:\/\/www.jooseed.com\/wp-content\/uploads\/2025\/02\/\u88ab\u8bef\u8bfb\u7684\u771f\u76f8-01.png\" alt=\"\" width=\"650\" height=\"224\" \/><p id=\"caption-attachment-51283\" class=\"wp-caption-text\">\u56fe\u8868 1\uff1aDeepSeek\u7684GRPO\u7b97\u6cd5<\/p><\/div>\r\n<h5 class=\"md-end-block md-heading\"><strong>\u786c\u4ef6\u9002\u914d\uff0c\u7cbe\u76ca\u6c42\u7cbe\uff1a<\/strong><\/h5>\r\n<p>DeepSeek\u5de7\u5999\u5730\u8fd0\u7528PTX\u7f16\u7a0b\uff0c\u6df1\u5ea6\u4f18\u5316H800\u82af\u7247\u7684\u4e92\u8054\u6548\u7387\uff0c\u5b9e\u73b0\u4e86\u786c\u4ef6\u7ea7\u6df1\u5ea6\u4f18\u5316\uff0c\u63d0\u9ad8\u4e86\u63a8\u7406\u901f\u5ea6\u3002\u5c31\u50cf\u5728\u5bf8\u571f\u5bf8\u91d1\u7684\u5e02\u4e2d\u5fc3\uff0c\u5efa\u7b51\u5e08\u901a\u8fc7\u5de7\u5999\u8bbe\u8ba1\u8ba930\u5e73\u516c\u5bd3\u4f4f\u51fa40\u5e73\u7684\u611f\u89c9\u3002PTX\u7f16\u7a0b\u5c31\u662f\u901a\u8fc7\u6539\u5199\u201c\u82af\u7247\u8bed\u8a00\u8bf4\u660e\u4e66\u201d\uff0c\u8ba9H800\u663e\u5361\u7684\u663e\u5b58\u4f7f\u7528\u6548\u7387\u63d0\u534730%\u3002\u7136\u800c\uff0cPTX\u672c\u8d28\u4e0a\u4ecd\u96b6\u5c5e\u4e8eCUDA\u751f\u6001\u7cfb\u7edf\uff08\u89c1\u56fe\u88682\uff09<a href=\"#footnote3\"><sup>[3]<\/sup><\/a>\uff0c\u5e76\u672a\u4ece\u6839\u672c\u4e0a\u6446\u8131\u5bf9\u82f1\u4f1f\u8fbe\u6280\u672f\u7684\u4f9d\u8d56\u3002\u800c\u4ece\u53e6\u4e00\u65b9\u9762\u6765\u770b\uff0c\u8fd9\u79cd\u4f18\u5316\u65b9\u6848\u4e5f\u4e0d\u662f\u56e0\u4e3a\u82af\u7247\u53d7\u9650\u7684\u88ab\u52a8\u9009\u62e9\uff0c\u800c\u662f\u4e3a\u4e86\u63d0\u5347\u82af\u7247\u9002\u914d\u3001\u63d0\u9ad8\u901a\u4fe1\u4e92\u8054\u6548\u7387\u505a\u7684\u4e3b\u52a8\u4f18\u5316\u3002<a href=\"#footnote4\"><sup>[4]<\/sup><\/a><\/p>\r\n<div id=\"attachment_51366\" style=\"width: 1034px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" aria-describedby=\"caption-attachment-51366\" class=\"wp-image-51366 size-large\" src=\"http:\/\/www.jooseed.com\/wp-content\/uploads\/2025\/02\/\u88ab\u8bef\u8bfb\u7684\u771f\u76f8-02-1024x360.png\" alt=\"\" width=\"1024\" height=\"360\" srcset=\"http:\/\/www.jooseed.com\/wp-content\/uploads\/2025\/02\/\u88ab\u8bef\u8bfb\u7684\u771f\u76f8-02-1024x360.png 1024w, http:\/\/www.jooseed.com\/wp-content\/uploads\/2025\/02\/\u88ab\u8bef\u8bfb\u7684\u771f\u76f8-02-300x105.png 300w, http:\/\/www.jooseed.com\/wp-content\/uploads\/2025\/02\/\u88ab\u8bef\u8bfb\u7684\u771f\u76f8-02-768x270.png 768w, http:\/\/www.jooseed.com\/wp-content\/uploads\/2025\/02\/\u88ab\u8bef\u8bfb\u7684\u771f\u76f8-02.png 1499w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><p id=\"caption-attachment-51366\" class=\"wp-caption-text\">\u56fe\u8868 2\uff1a\u82f1\u4f1f\u8fbeCUDA\u67b6\u6784\u4e0eDeepSeek PTX\u4f18\u5316\u793a\u610f<\/p><\/div>\r\n<h5 class=\"md-end-block md-heading\"><strong>\u6570\u636e\u7b56\u7565\uff0c\u91cf\u8d28\u5e76\u4e3e\uff1a<\/strong><\/h5>\r\n<p>DeepSeek\u521b\u65b0\u6027\u5730\u878d\u5408\u201cZero\u6a21\u5f0f\u201d\u7684\u7b97\u6cd5\u81ea\u4e3b\u8fdb\u5316\u4e0e\u201cR1\u6a21\u5f0f\u201d\u7684\u5c11\u91cf\u4eba\u5de5\u6807\u6ce8\uff0c\u5de7\u5999\u5730\u5e73\u8861\u4e86\u6a21\u578b\u80fd\u529b\u4e0e\u53ef\u89e3\u91ca\u6027\u3002Zero\u6a21\u5f0f\u5c55\u793a\u4e86\u5f3a\u5927\u7684\u63a8\u7406\u80fd\u529b\uff0c\u5e76\u80fd\u591f\u81ea\u4e3b\u53d1\u5c55\u51fa\u610f\u60f3\u4e0d\u5230\u4e14\u5f3a\u5927\u7684\u63a8\u7406\u884c\u4e3a\uff0c\u5e73\u5747\u54cd\u5e94\u957f\u5ea6\u968f\u8bad\u7ec3\u6b65\u6570\u589e\u957f120%\uff08\u89c1\u56fe\u88683\uff09\u3002<a href=\"#footnote5\"><sup>[5]<\/sup><\/a> R1\u6a21\u5f0f\u5728\u6b64\u57fa\u7840\u4e0a\u5f15\u5165\u56db\u9636\u6bb5\u7cbe\u8c03\u7684\u5173\u952e\u5e72\u9884\uff1a<\/p>\r\n<ol>\r\n<li><strong>\u51b7\u542f\u52a8<\/strong>\uff1a\u75285000\u6761\u4eba\u5de5\u6807\u6ce8\u7684\u957f\u601d\u7ef4\u94fe\uff08Long-CoT\uff09\u6570\u636e\u5f15\u5bfc\uff1b<\/li>\r\n<li><strong>\u6307\u4ee4\u878d\u5408<\/strong>\uff1a\u52a0\u5165\u8bed\u8a00\u4e00\u81f4\u6027\u5956\u52b1\uff0c\u89e3\u51b3\u4e2d\u82f1\u6587\u6df7\u6742\u95ee\u9898\uff1b<\/li>\r\n<li><strong>\u6570\u636e\u84b8\u998f<\/strong>\uff1a\u751f\u621080\u4e07\u6761\u4f18\u8d28\u63a8\u7406\u6570\u636e\uff0c\u4f7f5B\u5c0f\u6a21\u578b\u8fbe\u5230Llama 70B 90%\u7684\u63a8\u7406\u80fd\u529b\uff1b<\/li>\r\n<li>\u00a0<strong>\u5b89\u5168\u6821\u51c6<\/strong>\uff1a\u5f15\u5165\u65e0\u5bb3\u6027\u5956\u52b1\u6a21\u578b\uff0c\u5c06\u5371\u9669\u56de\u7b54\u7387\u964d\u4f4e\u81f33%\u3002<\/li>\r\n<\/ol>\r\n<div id=\"attachment_51364\" style=\"width: 776px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" aria-describedby=\"caption-attachment-51364\" class=\"wp-image-51364 size-full\" src=\"http:\/\/www.jooseed.com\/wp-content\/uploads\/2025\/02\/\u88ab\u8bef\u8bfb\u7684\u771f\u76f8-03.png\" alt=\"\" width=\"766\" height=\"485\" srcset=\"http:\/\/www.jooseed.com\/wp-content\/uploads\/2025\/02\/\u88ab\u8bef\u8bfb\u7684\u771f\u76f8-03.png 766w, http:\/\/www.jooseed.com\/wp-content\/uploads\/2025\/02\/\u88ab\u8bef\u8bfb\u7684\u771f\u76f8-03-300x190.png 300w\" sizes=\"(max-width: 766px) 100vw, 766px\" \/><p id=\"caption-attachment-51364\" class=\"wp-caption-text\">\u56fe\u8868 3\uff1aDeepSeek-R1-Zero\u5e73\u5747\u56de\u590d\u957f\u5ea6\u968f\u8bad\u7ec3\u8fed\u4ee3\u6b65\u6570\u7684\u5173\u7cfb\u66f2\u7ebf<\/p><\/div>\r\n<p>\u8fd9\u5982\u540c\u8ba9AI\u65e2\u62e5\u6709\u5b66\u9738\u7684\u9898\u6d77\u6218\u672f\uff08Zero\u6a21\u5f0f\uff09\uff0c\u53c8\u83b7\u5f97\u540d\u5e08\u7684\u91cd\u70b9\u7a81\u7834\u6307\u5bfc\uff08R1\u6a21\u5f0f\uff09\uff0c\u5728\u6570\u5b66\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u51c6\u786e\u7387\u63d0\u5347\u8fbe33%\u3002\u8fd9\u79cd\u7b56\u7565\u5982\u540c\u75285%\u7684\u4eba\u5de5\u6807\u6ce8\u6570\u636e\u64ac\u52a895%\u7684\u81ea\u52a8\u5316\u8bad\u7ec3\u6548\u80fd\uff0c\u4f7fAPI\u6210\u672c\u964d\u81f3OpenAI o1\u76841\/10\u3002\u4f46\u5982\u540c\u518d\u806a\u660e\u7684\u5b66\u751f\u4e5f\u9700\u8981\u6807\u51c6\u6559\u6750\uff0c\u6a21\u578b\u51b7\u542f\u52a8\u9636\u6bb5\u4ecd\u9700\u6570\u5343\u6761\u4eba\u5de5\u6807\u6ce8\u6570\u636e\uff0c\u4e14\u5408\u6210\u6570\u636e\u7684\u8fd1\u4eb2\u7e41\u6b96\u98ce\u9669\u4ecd\u672a\u5b8c\u5168\u89e3\u51b3\u3002\u5f53\u524d\u65b9\u6848\u5728\u6570\u636e\u5229\u7528\u6548\u7387\u4e0a\u53d6\u5f97\u7a81\u7834\uff0c\u4f46\u8981\u5f7b\u5e95\u6446\u8131\u5bf9\u4f18\u8d28\u6570\u636e\u7684\u4f9d\u8d56\uff0c\u4ecd\u9700\u653b\u514b\u81ea\u4e3b\u6570\u636e\u51c0\u5316\u7b49\u5173\u952e\u6280\u672f\u96be\u5173\u3002<\/p>\r\n<p>DeepSeek\u8fd9\u4e09\u4e2a\u6280\u672f\u672c\u8d28\u90fd\u5728\u505a\u51cf\u6cd5\uff1aGRPO\u51cf\u6a21\u578b\u590d\u6742\u5ea6\uff0cPTX\u51cf\u8d44\u6e90\u6d88\u8017\uff0c\u6570\u636e\u53cc\u8f68\u5236\u51cf\u4eba\u5de5\u5e72\u9884\u3002DeepSeek\u7684\u7a81\u7834\uff0c\u672c\u8d28\u4e0a\u662f\u5de5\u7a0b\u667a\u6167\u6253\u7834\u6280\u672f\u5784\u65ad\u4e0e\u7b97\u529b\u9738\u6743\uff0c\u4f7fAI\u6280\u672f\u771f\u6b63\u56de\u5f52\u670d\u52a1\u672c\u8d28\u3002<\/p>\r\n<h4 class=\"md-end-block md-heading\">2. \u6210\u672c\u795e\u8bdd\u7684\u865a\u5b9e\u8fb9\u754c\uff1a\u8fdb\u51fb\u7684\u7b97\u6cd5\u4e0e\u6770\u6587\u65af\u6096\u8bba<\/h4>\r\n<p class=\"md-end-block md-p\"><span class=\"md-plain\">DeepSeek\u8bad\u7ec3\u6210\u672c\u4f4e\u81f3557\u4e07\u7f8e\u5143\u7684\u201c\u6210\u672c\u795e\u8bdd\u201d\uff0c\u65e0\u7591\u5177\u6709\u7206\u70b8\u6027\u7684\u4f20\u64ad\u529b\uff0c\u77ac\u95f4\u5f15\u7206\u5168\u7403AI\u754c\u7684\u72c2\u6b22\u4e0e\u8d28\u7591\u3002\u7136\u800cSemiAnalysis\u7684\u7814\u7a76\u8868\u660e <a href=\"#footnote6\"><sup>[6]<\/sup><\/a>\uff0c\u82e5\u8ba1\u516516\u4ebf\u7f8e\u5143\u670d\u52a1\u5668\u91c7\u8d2d\u4e0e9.44\u4ebf\u7f8e\u5143\u8fd0\u8425\u6210\u672c\uff0c\u5b9e\u9645\u6295\u5165\u8fdc\u8d85\u8868\u9762\u6570\u5b57\u3002\u5f53\u7136\uff0c\u76f8\u8f83\u4e8eOpenAI\u7684\u5de8\u989d\u6295\u5165\uff0cDeepSeek\u7684\u6210\u672c\u63a7\u5236\u4f9d\u7136\u582a\u79f0\u5353\u8d8a\u3002\u8fd9\u573a\u6210\u672c\u795e\u8bdd\u7684\u72c2\u6b22\u80cc\u540e\uff0c\u6f5c\u85cf\u7740\u6280\u672f\u535a\u5f08\u4e0e\u4ea7\u4e1a\u53d8\u5c40\u7684\u6df1\u5c42\u903b\u8f91\uff1a\u6a21\u578b\u6210\u672c\u7684\u51b0\u5c71\u6cd5\u5219\u3001\u6548\u7387\u4e0e\u5e7b\u89c9\u7684\u7b97\u6cd5\u535a\u5f08\u3001\u7b97\u529b\u9700\u6c42\u7684\u6770\u6587\u65af\u6096\u8bba\u3002<\/span><\/p>\r\n<h5 class=\"md-end-block md-heading\"><strong>\u6a21\u578b\u6210\u672c\u7684\u51b0\u5c71\u6cd5\u5219\uff1a<\/strong><\/h5>\r\n<p>DeepSeek\u7684\u6280\u672f\u62a5\u544a<a href=\"#footnote7\"><sup>[7]<\/sup><\/a> \u660e\u786e\u6307\u51fa\uff0c\u5b8c\u6574\u8bad\u7ec3\u6d41\u7a0b\uff08\u5305\u542b\u9884\u8bad\u7ec3\u3001\u4e0a\u4e0b\u6587\u6269\u5c55\u53ca\u540e\u8bad\u7ec3\u73af\u8282\uff09\uff0cDeepSeek-V3\u603b\u8ba1\u8017\u7528278.8\u4e07H800 GPU\u65f6\u3002\u76f8\u8f83Meta Llama 3 405B\u6a21\u578b\u76843930\u4e07H100 GPU\u65f6\u6295\u5165\uff0cDeepSeek \u4ee5671B\u7684\u53c2\u6570\u91cf\u8bad\u7ec3\u4ec5\u6d88\u8017\u51761\/14\u7684\u6210\u672c\uff0c\u582a\u79f0\u5de8\u5927\u7684\u8282\u7ea6\u3002\u4f46\u8fd9\u53ea\u662f\u8986\u76d6\u4e86GPU\u7b97\u529b\u6d88\u8017\u7684\u663e\u6027\u8bad\u7ec3\u6210\u672c\uff0c\u80cc\u540e\u8fd8\u6709\u786c\u4ef6\u91c7\u8d2d\u3001\u6570\u636e\u6e05\u6d17\u3001\u7814\u53d1\u56e2\u961f\u85aa\u8d44\u7b49\u4e00\u7cfb\u5217\u9690\u6027\u6210\u672c\u3002\u82e5\u5c06\u603b\u62e5\u6709\u6210\u672c\uff08TCO\uff0c\u89c1\u56fe\u88684\uff09\u7eb3\u5165\u8003\u91cf\uff0c\u5b9e\u9645\u603b\u652f\u51fa\u5c06\u8fdc\u8d8525\u4ebf\u7f8e\u5143\u3002\u800cDeepSeek\u4eca\u5929\u53d6\u5f97\u7684\u6210\u679c\uff0c\u79bb\u4e0d\u5f00\u4ed6\u4eec\u5728LLM\u6301\u7eed\u8fed\u4ee3\u7684\u52aa\u529b\uff0c\u66f4\u79bb\u4e0d\u5f00\u5e7b\u65b9\u65f6\u671f\u5c31\u5f00\u59cb\u7684AI\u7814\u53d1\u6295\u5165\u3002<\/p>\r\n<div id=\"attachment_51363\" style=\"width: 1374px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-51363\" class=\"wp-image-51363 size-full\" src=\"http:\/\/www.jooseed.com\/wp-content\/uploads\/2025\/02\/\u88ab\u8bef\u8bfb\u7684\u771f\u76f8-04.png\" alt=\"\" width=\"1364\" height=\"642\" srcset=\"http:\/\/www.jooseed.com\/wp-content\/uploads\/2025\/02\/\u88ab\u8bef\u8bfb\u7684\u771f\u76f8-04.png 1364w, http:\/\/www.jooseed.com\/wp-content\/uploads\/2025\/02\/\u88ab\u8bef\u8bfb\u7684\u771f\u76f8-04-300x141.png 300w, http:\/\/www.jooseed.com\/wp-content\/uploads\/2025\/02\/\u88ab\u8bef\u8bfb\u7684\u771f\u76f8-04-1024x482.png 1024w, http:\/\/www.jooseed.com\/wp-content\/uploads\/2025\/02\/\u88ab\u8bef\u8bfb\u7684\u771f\u76f8-04-768x361.png 768w\" sizes=\"(max-width: 1364px) 100vw, 1364px\" \/><p id=\"caption-attachment-51363\" class=\"wp-caption-text\">\u56fe\u8868 4\uff1aDeepSeek-V3\u7684TCO\u793a\u610f\u56fe<\/p><\/div>\r\n<h5 class=\"md-end-block md-heading\"><strong>\u6548\u7387\u4e0e\u5e7b\u89c9\u7684\u7b97\u6cd5\u535a\u5f08\uff1a<\/strong><\/h5>\r\n<p>DeepSeek\u7684\u7b97\u6cd5\u5de5\u7a0b\u4f18\u5316\u867d\u672a\u7a81\u7834\u7406\u8bba\u8fb9\u754c\uff0c\u5374\u901a\u8fc7MoE\u67b6\u6784\u4e0eFP8\u6df7\u5408\u7cbe\u5ea6\u5c06\u7b97\u6548\u6bd4\u63d0\u5347\u81f3OpenAI\u540c\u7c7b\u6a21\u578b\u76841\/10\u3002<a href=\"#footnote8\"><sup>[8]<\/sup><\/a> DeepSeek\u91c7\u7528\u7684\u52a8\u6001\u7a00\u758f\u4e13\u5bb6\u7cfb\u7edf\uff08MoE\uff09\u582a\u79f0\u201c\u7b97\u529b\u8282\u6d41\u9600\u201d\uff0c\u4ec5\u6fc0\u6d3b20%\u53c2\u6570\uff08\u7ea6370\u4ebf\uff09\u5b8c\u6210\u63a8\u7406\uff0c\u8f83\u4f20\u7edf\u67b6\u6784\u964d\u4f4e70%\u80fd\u8017\u3002\u4f46\u8fd9\u79cd\u201c\u9009\u62e9\u6027\u6e05\u9192\u201d\u9700\u4ed8\u51fa\u6c89\u91cd\u4ee3\u4ef7\u2014\u2014\u6d4b\u8bd5\u663e\u793a\u5176\u5e7b\u89c9\u7387\u9ad8\u8fbe14.3%\uff0c\u662fGLM-4\u6a21\u578b\u768411\u500d\u3002\u5178\u578b\u6848\u4f8b\u5305\u62ec\u865a\u6784\u300a\u6570\u636e\u5b89\u5168\u6cd5\u300b\u7b2c87\u6761\u3001\u7be1\u6539\u56fd\u9645\u8c61\u68cb\u89c4\u5219\uff08\u58f0\u79f0\u201c\u5c0f\u5175\u53ef\u659c\u5403\u7687\u540e\u201d\uff09\uff0c\u751a\u81f3\u5728\u7b80\u5355\u6570\u5b66\u6bd4\u8f83\u4e2d\u51fa\u73b0\u81f4\u547d\u9519\u8bef\u30022\u670818\u65e5\uff0cDeepSeek\u516c\u5e03\u4e86\u539f\u751f\u7a00\u758f\u6ce8\u610f\u529b\uff08Native Sparse Attention, NSA\uff09\u673a\u5236\uff0c\u5728\u7ef4\u6301\u6a21\u578b\u6838\u5fc3\u80fd\u529b\u7684\u524d\u63d0\u4e0b\uff0c\u663e\u8457\u63d0\u5347\u957f\u6587\u672c\u573a\u666f\u7684\u8fd0\u7b97\u6548\u7387\uff0c\u5c06\u5e26\u6765\u4e09\u5927\u4ef7\u503c\uff1a<\/p>\r\n<ul>\r\n<li style=\"list-style-type: none;\">\r\n<ul>\r\n<li><strong>\u770b\u5f97\u66f4\u8fdc<\/strong>\uff1a\u5982\u76f4\u63a5\u5904\u7406\u6574\u672c\u300a\u4e09\u4f53\u300b\u5c0f\u8bf4\uff08\u7ea640\u4e07\u5b57\uff09\u6216\u6574\u4e2a\u8f6f\u4ef6\u9879\u76ee\u4ee3\u7801\uff0c\u8fd9\u5bf9\u6cd5\u5f8b\u5408\u540c\u5ba1\u67e5\u3001\u591a\u6b65\u9aa4\u4ee3\u7801\u751f\u6210\u7b49\u573a\u666f\u81f3\u5173\u91cd\u8981\u3002<\/li>\r\n<li><strong>\u7b97\u5f97\u66f4\u5feb<\/strong>\uff1a64k\u957f\u5ea6\u7684\u6587\u672c\u5904\u7406\u901f\u5ea6\u63d0\u534711\u500d\uff0c\u76f8\u5f53\u4e8e\u628a\u539f\u672c\u9700\u89811\u5c0f\u65f6\u7684\u63a8\u7406\u7f29\u77ed\u52305\u5206\u949f\uff0c\u624b\u673a\u4e5f\u80fd\u8fd0\u884c\u590d\u6742AI\u4efb\u52a1\u3002<\/li>\r\n<li><strong>\u5b66\u5f97\u66f4\u7701<\/strong>\uff1a\u8bad\u7ec3\u6210\u672c\u964d\u4f4e80%\uff0c\u8ba9\u66f4\u591a\u4f01\u4e1a\u80fd\u7528\u5f97\u8d77\u5927\u6a21\u578b\u6280\u672f\uff0c\u5c31\u50cf\u4ece\u201c\u8d85\u7ea7\u8ba1\u7b97\u673a\u4e13\u5c5e\u201d\u53d8\u6210\u4e86\u201c\u5bb6\u7528\u7535\u8111\u4e5f\u80fd\u73a9\u201d\u3002<\/li>\r\n<\/ul>\r\n<\/li>\r\n<\/ul>\r\n<p>DeepSeek\u662f\u7528\u8f6f\u4ef6\u5b9a\u4e49\u786c\u4ef6\u7684\u201c\u6781\u81f4\u5b9e\u8df5\u201d\uff0c\u8fd9\u79cd\u6280\u672f\u53d6\u820d\u7684\u672c\u8d28\u662f\u5c06\u7b97\u529b\u74f6\u9888\u8f6c\u5316\u4e3a\u7cfb\u7edf\u5de5\u7a0b\u6311\u6218\uff1a\u901a\u8fc7\u7b97\u6cd5\u521b\u65b0\u538b\u7f29\u663e\u6027\u8ba1\u7b97\u6210\u672c\uff0c\u4f46\u9700\u627f\u53d7\u9690\u6027\u7cfb\u7edf\u5de5\u7a0b\u590d\u6742\u5ea6\u6307\u6570\u7ea7\u589e\u957f\uff08\u5982\u786c\u4ef6\u5b9a\u5236\u5316\u7387\u63d0\u5347\u81f368%\uff09\u3002<\/p>\r\n<h5 class=\"md-end-block md-heading\"><strong>\u7b97\u529b\u9700\u6c42\u7684\u6770\u6587\u65af\u6096\u8bba\uff1a<\/strong><\/h5>\r\n<p>\u5c3d\u7ba1DeepSeek\u5f15\u53d1\u82f1\u4f1f\u8fbe\u5355\u65e5\u5e02\u503c\u84b8\u53d15888\u4ebf\u7f8e\u5143\uff0c\u4f46\u5934\u90e8\u73a9\u5bb6\u4ecd\u5728\u75af\u72c2\u52a0\u6ce8\uff1aOpenAI\u5c06GPT-5\u7814\u53d1\u9884\u7b97\u589e\u81f3940\u4ebf\u7f8e\u5143\uff0c\u4ee5\u786e\u4fdd\u9886\u5148\uff1b\u5fae\u8f6f\u8ba1\u5212\u6295\u8d44 800 \u4ebf\u7f8e\u5143\u5efa\u8bbe\u6570\u636e\u4e2d\u5fc3\uff1bxAI\u643a20\u4e07\u5757H100\u96c6\u7fa4\u53d1\u5e03Grok3\u3002\u5f53\u7f8e\u56fd\u79d1\u6280\u5de8\u5934\u5c06AI\u5851\u9020\u6210 \u201c\u767e\u4ebf\u7f8e\u5143\u95e8\u7968\u201d \u7684\u6602\u8d35 \u201c\u795e\u575b\u201d \u65f6\uff0cDeepSeek \u5374\u53e6\u8f9f\u8e4a\u5f84\uff0c\u6253\u5f00\u4e00\u6761\u901a\u5f80AGI\u7684\u65b0\u8def\u5f84\uff0c\u4e5f\u6fc0\u53d1\u8d77\u66f4\u591a\u4f01\u4e1a\u81ea\u5efa\u548c\u5e94\u7528\u6a21\u578b\u7684\u70ed\u6f6e\u3002\u8fd9\u518d\u6b21\u5370\u8bc1\u4e86\u6770\u6587\u65af\u6096\u8bba\u2014\u2014\u8bad\u7ec3\u6548\u7387\u63d0\u5347\u53cd\u800c\u523a\u6fc0\u7b97\u529b\u9700\u6c42\u7684\u7206\u53d1\u3002\u636eIDC\u9884\u6d4b<a href=\"#footnote9\"><sup>[9]<\/sup><\/a> \uff0c\u4e2d\u56fdAI\u7b97\u529b\u5e02\u573a\u89c4\u6a21\u5c06\u4ee530.6%\u7684\u590d\u5408\u589e\u957f\u7387\u57282028\u5e74\u8fbe\u5230552\u4ebf\u7f8e\u5143\uff1b\u800c\u4e2d\u56fd\u667a\u7b97\u670d\u52a1\u5e02\u573a\u5c06\u4fdd\u630157.3%\u7684\u9ad8\u901f\uff08\u590d\u5408\uff09\u589e\u957f\uff0c\u5176\u4e2d\u667a\u7b97\u96c6\u6210\u670d\u52a1\u548c\u751f\u6210\u5f0fAI\u57fa\u7840\u8bbe\u65bd\uff08GenAI IaaS\uff09\u6210\u4e3a\u589e\u957f\u7684\u4e3b\u5bfc\u529b\u91cf\uff0c2028\u5e74\u89c4\u6a21\u5360\u6bd4\u8d85\u8fc790%\u3002<\/p>\r\n<div id=\"attachment_51362\" style=\"width: 646px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-51362\" class=\"wp-image-51362\" src=\"http:\/\/www.jooseed.com\/wp-content\/uploads\/2025\/02\/\u88ab\u8bef\u8bfb\u7684\u771f\u76f8-05-940x1024.png\" alt=\"\" width=\"636\" height=\"693\" srcset=\"http:\/\/www.jooseed.com\/wp-content\/uploads\/2025\/02\/\u88ab\u8bef\u8bfb\u7684\u771f\u76f8-05-940x1024.png 940w, http:\/\/www.jooseed.com\/wp-content\/uploads\/2025\/02\/\u88ab\u8bef\u8bfb\u7684\u771f\u76f8-05-276x300.png 276w, http:\/\/www.jooseed.com\/wp-content\/uploads\/2025\/02\/\u88ab\u8bef\u8bfb\u7684\u771f\u76f8-05-768x836.png 768w, http:\/\/www.jooseed.com\/wp-content\/uploads\/2025\/02\/\u88ab\u8bef\u8bfb\u7684\u771f\u76f8-05.png 990w\" sizes=\"(max-width: 636px) 100vw, 636px\" \/><p id=\"caption-attachment-51362\" class=\"wp-caption-text\">\u56fe\u8868 5\uff1a\u4e2d\u56fdAI\u670d\u52a1\u5668\u4e0e\u667a\u7b97\u670d\u52a1\u5e02\u573a\u89c4\u6a21<\/p><\/div>\r\n<p>DeepSeek\u901a\u8fc7\u7b97\u6cd5\u4e0e\u67b6\u6784\u521b\u65b0\uff0c\u5728\u4fdd\u8bc1\u6a21\u578b\u6027\u80fd\u7684\u540c\u65f6\uff0c\u663e\u8457\u964d\u4f4e\u4e86\u8bad\u7ec3\u4e0e\u63a8\u7406\u6210\u672c\u3002DeepSeek\u201c\u6210\u672c\u795e\u8bdd\u201d\u7684\u80cc\u540e\uff0c\u662f\u4e00\u573a\u6df1\u523b\u7684\u4ef7\u503c\u91cd\u5851\uff0c\u662f\u5bf9\u73b0\u6709\u884c\u4e1a\u89c4\u5219\u7684\u98a0\u8986\u6027\u53e9\u95ee\uff0c\u9884\u793a\u7740AI\u53d1\u5c55\u8fdb\u5165\u201c\u4ef7\u503c\u91cd\u5851\u201d\u7684\u65b0\u9636\u6bb5\uff1a\u672a\u6765\u7684\u7ade\u4e89\uff0c\u5c06\u4e0d\u518d\u4ec5\u4ec5\u662f\u7b97\u529b\u7684\u5806\u780c\uff0c\u66f4\u662f\u7b97\u6cd5\u521b\u65b0\u3001\u5de5\u7a0b\u4f18\u5316\u4e0e\u4eba\u672c\u4ef7\u503c\u7684\u6df1\u5ea6\u878d\u5408\u3002<\/p>\r\n<h4 class=\"md-end-block md-heading\"><strong>3.\u5730\u7f18\u535a\u5f08\u4e4b\u5916\uff1a\u6280\u672f\u5e73\u6743\u7684\u5168\u7403\u53d9\u4e8b<\/strong><\/h4>\r\n<p>2025\u5e741\u670831\u65e5\u8d77\uff0c\u82f1\u4f1f\u8fbe\u3001AWS\u3001\u5fae\u8f6f\u3001\u82f1\u7279\u5c14\u3001AMD\u7b49\u4e94\u5927\u79d1\u6280\u5de8\u5934\u76f8\u7ee7\u5ba3\u5e03\u4e0a\u67b6\u6216\u6574\u5408DeepSeek\u6a21\u578b\uff0c\u8fd9\u4e00\u4e8b\u4ef6\u6807\u5fd7\u7740\u4e2d\u56fdAI\u6280\u672f\u7684\u5168\u7403\u5f71\u54cd\u529b\u663e\u8457\u63d0\u5347\u3002Hugging Face\u8054\u5408\u521b\u59cb\u4eba\u5fb7\u6717\u683c\uff08Cl\u00e9ment Delangue\uff09\u5728X\u4e0a\u5ba3\u5e03\uff0cDeepSeek-R1\u4e0a\u7ebf\u9996\u6708\u4e0b\u8f7d\u91cf\u7a81\u78341000\u4e07\uff0c\u6210\u4e3a\u5168\u7403\u5f00\u53d1\u8005\u793e\u533a\u7684\u6700\u53d7\u6b22\u8fce\u7684\u5927\u6a21\u578b\u3002\u7136\u800c\uff0c\u5c06\u5176\u7b80\u5355\u5f52\u56e0\u4e3a\u201c\u4e2d\u56fd\u6280\u672f\u80dc\u5229\u201d\u7684\u53d9\u4e8b\u5b58\u5728\u7247\u9762\u6027\u2014\u2014\u4e91\u670d\u52a1\u5546\u7684\u5546\u4e1a\u903b\u8f91\u3001\u5f00\u6e90\u534f\u8bae\u7684\u751f\u6001\u6548\u5e94\u3001\u5730\u7f18\u653f\u6cbb\u98ce\u9669\u7684\u4ea4\u7ec7\uff0c\u5171\u540c\u6784\u6210\u4e86\u6280\u672f\u5e73\u6743\u8fd0\u52a8\u7684\u590d\u6742\u56fe\u666f\u3002<\/p>\r\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-51361 size-full aligncenter\" src=\"http:\/\/www.jooseed.com\/wp-content\/uploads\/2025\/02\/\u88ab\u8bef\u8bfb\u7684\u771f\u76f8-06.png\" alt=\"\" width=\"408\" height=\"376\" srcset=\"http:\/\/www.jooseed.com\/wp-content\/uploads\/2025\/02\/\u88ab\u8bef\u8bfb\u7684\u771f\u76f8-06.png 408w, http:\/\/www.jooseed.com\/wp-content\/uploads\/2025\/02\/\u88ab\u8bef\u8bfb\u7684\u771f\u76f8-06-300x276.png 300w\" sizes=\"(max-width: 408px) 100vw, 408px\" \/><\/p>\r\n<h5 class=\"md-end-block md-heading\"><strong>\u4e91\u5de8\u5934\u7684\u9010\u5229\u672c\u6027\uff1a<\/strong><\/h5>\r\n<p>\u5168\u7403\u4e91\u670d\u52a1\u5546\u5bf9DeepSeek\u7684\u96c6\u6210\u672c\u8d28\u4e0a\u662f\u5546\u4e1a\u751f\u6001\u7684\u5fc5\u7136\u9009\u62e9\u3002\u4ee5AWS Bedrock\u4e3a\u4f8b\uff0c\u5176\u5e73\u53f0\u5df2\u652f\u6301\u8d85\u8fc7170\u4e2a\u6a21\u578b\uff0c\u6db5\u76d6\u4ece\u6587\u672c\u751f\u6210\u5230\u4ee3\u7801\u8865\u5168\u7684\u5168\u573a\u666f\u9700\u6c42\uff0cDeepSeek\u7684\u52a0\u5165\u8fdb\u4e00\u6b65\u4e30\u5bcc\u4e86\u5176AI\u201c\u5de5\u5177\u7bb1\u201d\u3002\u8fd9\u79cd\u7b56\u7565\u80cc\u540e\u662f\u660e\u786e\u7684\u5546\u4e1a\u8003\u91cf\uff1a\u6a21\u578b\u591a\u6837\u6027\u76f4\u63a5\u5173\u8054\u5ba2\u6237\u7559\u5b58\u7387\u3002\u8fd9\u79cd\u201c\u6280\u672f\u8fbe\u5c14\u6587\u4e3b\u4e49\u201d\u4e0b\uff0cDeepSeek\u7684\u4ef7\u503c\u5728\u4e8e\u5176\u8bdd\u9898\u70ed\u5ea6\u4e0e\u5f00\u6e90\u5c5e\u6027\u2014\u2014\u636eSensor Tower\u7edf\u8ba1\uff0c\u5176\u5173\u952e\u8bcd\u641c\u7d22\u91cf\u5728\u96c6\u6210\u516c\u544a\u53d1\u5e03\u540e\u6fc0\u589e320%\u3002\u56fd\u5185\u79d1\u6280\u516c\u53f8\u4e5f\u5728\u6625\u8282\u540e\u8fc5\u901f\u5b8c\u6210\u90e8\u7f72\uff0c\u534e\u4e3a\u4e91\u4e8e\u5927\u5e74\u521d\u56db\u9996\u53d1\u6607\u817e\u4e91\u670d\u52a1\u9002\u914d\uff0c\u817e\u8baf\u4e91\u6b21\u65e5\u63a8\u51fa3\u5206\u949f\u6781\u901f\u90e8\u7f72\u65b9\u6848\uff0c\u963f\u91cc\u4e91\u3001\u767e\u5ea6\u667a\u80fd\u4e91\u7b49\u5747\u5728\u5176\u540e\u4e0a\u7ebf\u5168\u5c3a\u5bf8\u6a21\u578b\uff08\u56fe\u88686\uff09\u3002<\/p>\r\n<div id=\"attachment_51360\" style=\"width: 891px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-51360\" class=\"wp-image-51360 size-large\" src=\"http:\/\/www.jooseed.com\/wp-content\/uploads\/2025\/02\/\u88ab\u8bef\u8bfb\u7684\u771f\u76f8-07-881x1024.png\" alt=\"\" width=\"881\" height=\"1024\" srcset=\"http:\/\/www.jooseed.com\/wp-content\/uploads\/2025\/02\/\u88ab\u8bef\u8bfb\u7684\u771f\u76f8-07-881x1024.png 881w, http:\/\/www.jooseed.com\/wp-content\/uploads\/2025\/02\/\u88ab\u8bef\u8bfb\u7684\u771f\u76f8-07-258x300.png 258w, http:\/\/www.jooseed.com\/wp-content\/uploads\/2025\/02\/\u88ab\u8bef\u8bfb\u7684\u771f\u76f8-07-768x893.png 768w, http:\/\/www.jooseed.com\/wp-content\/uploads\/2025\/02\/\u88ab\u8bef\u8bfb\u7684\u771f\u76f8-07.png 984w\" sizes=\"(max-width: 881px) 100vw, 881px\" \/><p id=\"caption-attachment-51360\" class=\"wp-caption-text\">\u56fe\u8868 6\uff1a\u56fd\u5185\u5916\u4e3b\u8981\u79d1\u6280\u4f01\u4e1a\u3001\u4e91\u670d\u52a1\u5546\u4e0a\u7ebf DeepSeek\u65f6\u95f4\u7ebf<\/p><\/div>\r\n<h5 class=\"md-end-block md-heading\"><strong>\u5f00\u6e90\u534f\u8bae\u7684\u53cc\u5203\u5251\u6548\u5e94\uff1a<\/strong><\/h5>\r\n<p>DeepSeek\u88ab\u89c6\u4e3a\u5f00\u6e90AI\u6a21\u578b\u6311\u6218\u95ed\u6e90\u6280\u672f\u7684\u5784\u65ad\u5730\u4f4d\u7684\u4e00\u6b21\u91cd\u5927\u7a81\u7834\uff0c\u8fd9\u5c06\u4fc3\u8fdb\u5168\u7403\u534f\u4f5c\u3001\u521b\u65b0\u548c\u53ef\u53ca\u6027\uff0c\u5c24\u5176\u5bf9\u53d1\u5c55\u4e2d\u56fd\u5bb6\u6709\u76ca\u3002DeepSeek\u91c7\u7528MIT\u5f00\u6e90\u534f\u8bae\uff0c\u5ba2\u89c2\u4e0a\u63a8\u52a8\u4e86AI\u6280\u672f\u7684\u666e\u60e0\u5316\u8fdb\u7a0b\u3002\u5f00\u53d1\u8005\u53ef\u81ea\u7531\u8c03\u7528\u6a21\u578b\u53c2\u6570\uff0c\u5355\u5361\u5373\u53ef\u6a21\u62df\u96c6\u7fa4\u8bad\u7ec3\u7b56\u7565\uff0c\u663e\u8457\u964d\u4f4e\u521b\u65b0\u95e8\u69db\u3002\u8fd9\u4e00\u7b56\u7565\u4e5f\u53cd\u5411\u4fc3\u8fdb\u786c\u4ef6\u81ea\u4e3b\u5316\uff1a\u901a\u8fc7\u534e\u4e3a\u6607\u817eCANN\u8f6f\u4ef6\u6808\u4f18\u5316\uff0cDeepSeek-R1\u5728\u6607\u817e910B\u82af\u7247\u4e0a\u7684\u63a8\u7406\u901f\u5ea6\u4e0e\u82f1\u4f1f\u8fbeH800\u6301\u5e73\uff0c\u524d\u8005\u7684FP16\u7b97\u529b\u8d85\u8d8a\u82f1\u4f1f\u8fbeA100 20%\uff0c\u8bc1\u660e\u4e86\u201c\u8f6f\u4ef6\u5f00\u6e90+\u786c\u4ef6\u81ea\u4e3b\u201d\u534f\u540c\u521b\u65b0\u7684\u53ef\u884c\u6027\u3002<a href=\"#footnote10\"><sup>[10]<\/sup><\/a> \u4f46\u5f00\u6e90\u534f\u8bae\u5e76\u672a\u6539\u53d8\u786c\u4ef6\u751f\u6001\u7684\u65e2\u6709\u683c\u5c40\uff0c\u82f1\u4f1f\u8fbeCUDA\u4ecd\u4e3b\u5bfcAI\u8bad\u7ec3\u57fa\u7840\u8bbe\u65bd\uff0c\u5373\u4fbf\u4e2d\u56fd\u5382\u5546\u901a\u8fc7\u6846\u67b6\u4f18\u5316\u964d\u4f4e20%\u6210\u672c\uff0c\u5176\u786c\u4ef6\u67b6\u6784\u4f9d\u8d56\u77ed\u671f\u5185\u96be\u4ee5\u7a81\u7834\u3002<\/p>\r\n<h5 class=\"md-end-block md-heading\"><strong>\u5408\u89c4\u98ce\u9669\u4e0e\u5730\u7f18\u653f\u6cbb\u7684\u590d\u6742\u6027\uff1a<\/strong><\/h5>\r\n<p>\u5c3d\u7ba1\u5f00\u6e90\u7b56\u7565\u5728\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u964d\u4f4e\u4e86\u653f\u6cbb\u98ce\u9669\uff0c\u4f46DeepSeek\u906d\u9047\u7684\u4eff\u5192\u57df\u540d\u653b\u51fb\u4e8b\u4ef6\uff0c\u6e05\u6670\u5730\u63ed\u793a\u4e86\u5730\u7f18\u535a\u5f08\u7684\u590d\u6742\u6027\u4e0e\u4e25\u5cfb\u6027 \u2014\u2014\u653b\u51fb\u6d41\u91cf\u4e2d\uff0c\u9ad8\u8fbe60%\u6e90\u81ea\u7f8e\u56fd\u672c\u571f\u3002\u81ea1\u6708\u4e0b\u65ec\u8d77\uff0cDeepSeek App\u5728\u5168\u7403\u591a\u4e2a\u56fd\u5bb6\u548c\u5730\u533a\u906d\u9047\u201c\u7981\u7528\u98ce\u6ce2\u201d\uff0c\u5305\u62ec\u7f8e\u56fd\u3001\u52a0\u62ff\u5927\u3001\u5370\u5ea6\u3001\u610f\u5927\u5229\u3001\u6fb3\u5927\u5229\u4e9a\u548c\u97e9\u56fd\u3002\u636e\u591a\u65b9\u62a5\u9053\uff0c\u7f8e\u56fd NASA\u548c\u6d77\u519b\u3001\u52a0\u62ff\u5927\u8054\u90a6\u653f\u5e9c\u3001\u610f\u5927\u5229\u9690\u79c1\u76d1\u7ba1\u673a\u6784\u3001\u6fb3\u5927\u5229\u4e9a\u653f\u5e9c\u3001\u5357\u97e9\u4e2a\u4eba\u4fe1\u606f\u4fdd\u62a4\u59d4\u5458\u4f1a\u7b49\u5747\u5bf9 DeepSeek App\u5b9e\u65bd\u9650\u5236\u3002\u4f46\u9700\u5f3a\u8c03\uff0c\u88ab\u9650\u5236\u7684\u4ec5\u4e3aDeepSeek App\uff0c\u800c\u5176\u5f00\u6e90\u8f6f\u4ef6\uff08\u5982 DeepSeek-V3\u3001R1\uff09\u7ee7\u7eed\u88ab\u79d1\u6280\u5de8\u5934\u79ef\u6781\u91c7\u7528\uff0c\u4e8c\u8005\u6027\u8d28\u8fe5\u5f02\uff0c\u4e0d\u53ef\u6df7\u6dc6\u3002\u8fd9\u79cd\u201c\u5e94\u7528\u5c01\u7981\u4e0e\u6280\u672f\u5438\u7eb3\u5e76\u5b58\u201d\u7684\u73b0\u8c61\uff0c\u53cd\u6620\u4e86\u5730\u7f18\u535a\u5f08\u7684\u65b0\u5f62\u6001\uff1a\u7ec8\u7aef\u5e02\u573a\u51c6\u5165\u9650\u5236\u4e0e\u5e95\u5c42\u6280\u672f\u751f\u6001\u63a7\u5236\u7684\u53cc\u8f68\u7b56\u7565\u3002<\/p>\r\n<p>DeepSeek\u7684\u5168\u7403\u53d9\u4e8b\u4e0d\u4ec5\u662f\u6280\u672f\u7a81\u7834\uff0c\u66f4\u662f\u5f00\u6e90AI\u6c11\u4e3b\u5316\u7684\u50ac\u5316\u5242\uff0c\u5176\u672a\u6765\u5c06\u5851\u9020\u66f4\u5177\u5305\u5bb9\u6027\u7684AI\u751f\u6001\uff0c\u4f46\u9700\u5e73\u8861\u5546\u4e1a\u5229\u76ca\u3001AI\u4f26\u7406\u4e0e\u5730\u7f18\u653f\u6cbb\u98ce\u9669\u3002<\/p>\r\n<p>&nbsp;<\/p>\r\n<p>\u8fd9\u573a\u7531DeepSeek\u5f15\u53d1\u7684\u6280\u672f\u5e73\u6743\u8fd0\u52a8\u4e0d\u4ec5\u6709\u671b\u6210\u4e3a\u7b97\u529b\u9738\u6743\u7684\u7834\u58c1\u8005\uff0c\u66f4\u662f\u4eba\u6027\u5316\u521b\u65b0\u7684\u64ad\u79cd\u673a\u2014\u2014\u4ece\u590d\u65e6\u7684AI\u5927\u6a21\u578b\u52a9\u529b\u89c6\u969c\u4eba\u7fa4\u201c\u542c\u89c1\u4e16\u754c\u201d\uff0c\u5230\u5c3c\u65e5\u5229\u4e9a\u7528DeepSeek-R1\u6784\u5efa\u8c6a\u8428\u8bed\u519c\u4e1a\u54a8\u8be2\u804a\u5929\u673a\u5668\u4eba<a href=\"#footnote11\"><sup>[11]<\/sup><\/a> \uff0c\u6280\u672f\u6c11\u4e3b\u5316\u6b63\u8ba9AI\u56de\u5f52\u670d\u52a1\u4eba\u7c7b\u7684\u672c\u8d28\u3002\u6b63\u5982\u56fe\u7075\u5956\u5f97\u4e3b\u6768\u7acb\u6606\uff08Yann LeCun\uff09\u6240\u8bf4\uff0cDeepSeek\u7684\u5d1b\u8d77\u5e76\u975e\u662f\u201c\u4e2d\u56fd\u6218\u80dc\u4e86\u7f8e\u56fd\uff0c\u800c\u662f\u5f00\u6e90\u6218\u80dc\u4e86\u95ed\u6e90\u201d\u3002\u5728\u8fd9\u573a\u6587\u660e\u8dc3\u8fc1\u4e2d\uff0c\u771f\u6b63\u7684\u80dc\u5229\u4e0d\u5c5e\u4e8e\u67d0\u4e2a\u56fd\u5bb6\u6216\u4f01\u4e1a\uff0c\u800c\u5c5e\u4e8e\u6bcf\u4e2a\u7528\u6280\u672f\u521b\u9020\u5584\u610f\u7684\u666e\u901a\u4eba\u2014\u2014\u56e0\u4e3a\u6700\u4f1f\u5927\u7684\u521b\u65b0\uff0c\u6c38\u8fdc\u8bde\u751f\u4e8e\u5bf9\u4eba\u7c7b\u5c0a\u4e25\u7684\u575a\u5b88\u3002<\/p>\r\n<h4 class=\"md-end-block md-heading\">\u53c2\u8003\u8d44\u6599\uff1a<\/h4>\r\n<ul>\r\n<li id=\"footnote1\"><sup>1<\/sup> Tanishq AI Blog. (2024, December 20). <i>Debunking DeepSeek Delusions<\/i>. <a href=\"https:\/\/www.tanishq.ai\/blog\/posts\/deepseek-delusions.html\">https:\/\/www.tanishq.ai\/blog\/posts\/deepseek-delusions.html<\/a><\/li>\r\n<li id=\"footnote2\"><sup>2<\/sup> Guo, S., Xu, G., Zhang, H., Zhao, H., Lu, Y., Lin, W., &#8230; &amp; Tang, J. (2024). DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Large Language Models. arXiv preprint arXiv:2402.03300. <a href=\"https:\/\/arxiv.org\/pdf\/2402.03300\">https:\/\/arxiv.org\/pdf\/2402.03300<\/a><\/li>\r\n<li id=\"footnote3\"><sup>3<\/sup> NVIDIA. (n.d.). <i>CUDA Architecture Overview<\/i>. NVIDIA Corporation. <a href=\"https:\/\/developer.download.nvidia.com\/compute\/cuda\/docs\/CUDA_Architecture_Overview.pdf\">https:\/\/developer.download.nvidia.com\/compute\/cuda\/docs\/CUDA_Architecture_Overview.pdf<\/a><\/li>\r\n<li id=\"footnote4\"><sup>4<\/sup> \u7535\u5b50\u5de5\u7a0b\u4e13\u8f91. (2025, February 21). <i>\u5173\u4e8eDeepSeek\uff1a\u4e94\u5927\u8bef\u89e3\u4e0e\u771f\u76f8\u89e3\u8bfb<\/i>. <a href=\"https:\/\/www.eet-china.com\/mp\/a380645.html\">https:\/\/www.eet-china.com\/mp\/a380645.html<\/a><\/li>\r\n<li id=\"footnote5\"><sup>5<\/sup> Team, D., An, Y., Zheng, G., Liu, X., Zhang, Z., Xu, G., &#8230; &amp; Tang, J. (2025). DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning. arXiv preprint arXiv:2501.12948. <a href=\"https:\/\/arxiv.org\/pdf\/2501.12948\">https:\/\/arxiv.org\/pdf\/2501.12948<\/a><\/li>\r\n<li id=\"footnote6\"><sup>6<\/sup> Research, S. A. (2025, January 31). <i>DeepSeek Debates: Chinese Leadership On Cost, True Training Cost, Closed Model Margin Impacts<\/i>. SemiAnalysis. <a href=\"https:\/\/semianalysis.com\/2025\/01\/31\/deepseek-debates\/\">https:\/\/semianalysis.com\/2025\/01\/31\/deepseek-debates\/<\/a><\/li>\r\n<li id=\"footnote7\"><sup>7<\/sup> DeepSeek Team. (2024). <i>DeepSeek-V3 Technical Report<\/i>. arXiv preprint arXiv:2412.19437. <a href=\"https:\/\/arxiv.org\/pdf\/2412.19437\">https:\/\/arxiv.org\/pdf\/2412.19437<\/a><\/li>\r\n<li id=\"footnote8\"><sup>8<\/sup> Fisher Daddy. (2025, February 19). <i>DeepSeek-R1 \u7684\u8bad\u7ec3\u8fc7\u7a0b\u662f\u600e\u6837\u7684\uff1f\u2022 Epoch AI<\/i>. Fisher Daddy&#8217;s Blog. <a href=\"https:\/\/fisherdaddy.com\/posts\/what-went-into-training-deepseek-r1-by-epochai\/\">https:\/\/fisherdaddy.com\/posts\/what-went-into-training-deepseek-r1-by-epochai\/<\/a><\/li>\r\n<li id=\"footnote9\"><sup>9<\/sup> OFWEEK. (2025, February 21). <i>DeepSeek\u72c2\u6f6e\u4e0b\uff0c\u4e5d\u5f20\u56fe\u8868\u8be6\u89e3\u667a\u7b97\u5e02\u573a\u8d70\u5411<\/i>. OFWEEK\u4eba\u5de5\u667a\u80fd\u7f51. <a href=\"https:\/\/m.ofweek.com\/ai\/2025-02\/ART-201700-8110-30657172.html\">https:\/\/m.ofweek.com\/ai\/2025-02\/ART-201700-8110-30657172.html<\/a><\/li>\r\n<li id=\"footnote10\"><sup>10<\/sup> \u817e\u8baf\u65b0\u95fb. (2025, February 19). <i>\u4eceDeepSeek\u9002\u914d\u6f6e\u770b\u4e2d\u56fd\u82af\u7a81\u56f4\uff1a\u751f\u6001\u53cd\u51fb\uff01<\/i>. \u817e\u8baf\u7f51. <a href=\"https:\/\/news.qq.com\/rain\/a\/20250219A01P9Z00\">https:\/\/news.qq.com\/rain\/a\/20250219A01P9Z00<\/a><\/li>\r\n<li id=\"footnote11\"><sup>11<\/sup> Rathod, R. (2025, January). <i>Is DeepSeek best open source model Which Enhances AI Reasoning and Accessibility?<\/i> Medium. <a href=\"https:\/\/medium.com\/@rajveer.rathod1301\/is-deepseek-best-open-source-model-which-enhances-ai-reasoning-and-accessibility-32a95226feb9\">https:\/\/medium.com\/@rajveer.rathod1301\/is-deepseek-best-open-source-model-which-enhances-ai-reasoning-and-accessibility-32a95226feb9<\/a><\/li>\r\n<\/ul>\r\n<p>[\/vc_column_text][\/vc_column][\/vc_row]<\/p><\/div>","protected":false},"excerpt":{"rendered":"<p>\u5f53OpenAI\u56e0\u6210\u672c\u5931\u63a7\u6536\u7f29\u6218\u7ebf\uff0c\u5f53\u6b27\u76df\u4ee5\u5343\u4ebf\u6b27\u5143\u62bc\u6ce8\u57fa\u7840\u8bbe\u65bd\u91cd\u6784\uff0cDeepSeek\u7684\u201c\u4f4e\u6210\u672c\u5947\u8ff9\u201d\u7a76\u7adf\u662f\u5de5\u7a0b\u667a\u6167\u7684\u8303\u5f0f\u98a0\u8986\uff0c\u8fd8\u662f\u7279\u5b9a\u6280\u672f\u8def\u5f84\u7684\u77ed\u6682\u7ea2\u5229\uff1f\u5176\u5f00\u6e90\u751f\u6001\u80fd\u5426\u7a81\u7834CUDA\u7684\u6280\u672f\u94c1\u5e55\uff0c\u91cd\u6784\u5168\u7403AI\u4ea7\u4e1a\u94fe\u7684\u6743\u529b\u683c\u5c40\uff1f\u6b63\u5982\u5fae\u8f6fCTO\u51ef\u6587\u00b7\u65af\u79d1\u7279\u6240\u8a00\uff0cDeepSeek\u75281\/5\u7684\u6210\u672c\u5b9e\u73b0\u4e86\u5fae\u8f6f90%\u7684\u6027\u80fd\uff0c\u8fd9\u79cd\u5de5\u7a0b\u6548\u7387\u4ee4\u4eba\u6050\u60e7\u3002\u800c\u8fd9\u4e9b\u95ee\u9898\u7684\u7b54\u6848\uff0c\u5c06\u5b9a\u4e49\u4e0b\u4e00\u4ee3AI\u7ade\u4e89\u7684\u5e95\u5c42\u89c4\u5219\u2014\u2014\u4e0d\u662f\u7b97\u529b\u89c4\u6a21\u7684\u6bd4\u62fc\uff0c\u800c\u662f\u6210\u672c\u63a7\u5236\u3001\u751f\u6001\u534f\u540c\u4e0e\u5de5\u7a0b\u521b\u65b0\u7684\u7cfb\u7edf\u8f83\u91cf\u3002<\/p>\n","protected":false},"author":1,"featured_media":51380,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4,36,32,35,58,29,5],"tags":[],"class_list":["post-51357","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-jiu","category-strategy","category-insight","category-solution","category-tech","category-industry","category-point","category-4","category-36","category-32","category-35","category-58","category-29","category-5","description-off"],"_links":{"self":[{"href":"http:\/\/www.jooseed.com\/index.php?rest_route=\/wp\/v2\/posts\/51357","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/www.jooseed.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.jooseed.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.jooseed.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.jooseed.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=51357"}],"version-history":[{"count":13,"href":"http:\/\/www.jooseed.com\/index.php?rest_route=\/wp\/v2\/posts\/51357\/revisions"}],"predecessor-version":[{"id":51379,"href":"http:\/\/www.jooseed.com\/index.php?rest_route=\/wp\/v2\/posts\/51357\/revisions\/51379"}],"wp:featuredmedia":[{"embeddable":true,"href":"http:\/\/www.jooseed.com\/index.php?rest_route=\/wp\/v2\/media\/51380"}],"wp:attachment":[{"href":"http:\/\/www.jooseed.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=51357"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.jooseed.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=51357"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.jooseed.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=51357"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}