{"id":23586,"date":"2026-06-10T14:35:49","date_gmt":"2026-06-10T06:35:49","guid":{"rendered":"https:\/\/ab123.xyz\/?p=23586"},"modified":"2026-06-10T14:35:49","modified_gmt":"2026-06-10T06:35:49","slug":"deepseek-r1-%e9%95%bf%e6%96%87%e6%9c%ac%e6%8e%a8%e7%90%86%e4%bc%98%e5%8c%96%e6%8a%80%e5%b7%a7%e8%af%a6%e8%a7%a3","status":"publish","type":"post","link":"https:\/\/ab123.xyz\/?p=23586","title":{"rendered":"DeepSeek-R1 \u957f\u6587\u672c\u63a8\u7406\u4f18\u5316\u6280\u5de7\u8be6\u89e3"},"content":{"rendered":"<p>\u968f\u7740\u5927\u8bed\u8a00\u6a21\u578b\u5728\u590d\u6742\u4efb\u52a1\u4e2d\u7684\u5e7f\u6cdb\u5e94\u7528\uff0c\u957f\u6587\u672c\u63a8\u7406\u80fd\u529b\u6210\u4e3a\u8861\u91cf\u6a21\u578b\u5b9e\u7528\u6027\u7684\u5173\u952e\u6307\u6807\u3002<a href=\"https:\/\/www.deepseek.com\" target=\"_blank\">\u5b98\u65b9\u7f51\u7ad9<\/a>DeepSeek-R1 \u4f5c\u4e3a\u65b0\u4e00\u4ee3\u63a8\u7406\u6a21\u578b\uff0c\u5728\u957f\u6587\u672c\u5904\u7406\u65b9\u9762\u5c55\u73b0\u4e86\u5353\u8d8a\u6027\u80fd\u3002\u672c\u6587\u5c06\u4e3a\u60a8\u8be6\u7ec6\u89e3\u6790\u5176\u4f18\u5316\u6280\u5de7\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u4e0e\u7814\u7a76\u8005\u5145\u5206\u91ca\u653e\u6a21\u578b\u6f5c\u529b\u3002<\/p>\n<h2>\u6838\u5fc3\u529f\u80fd\u4e0e\u67b6\u6784\u4f18\u52bf<\/h2>\n<p>DeepSeek-R1 \u91c7\u7528\u4e86\u521b\u65b0\u7684\u7a00\u758f\u6ce8\u610f\u529b\u673a\u5236\u4e0e\u52a8\u6001\u4e0a\u4e0b\u6587\u7a97\u53e3\u6280\u672f\uff0c\u80fd\u591f\u9ad8\u6548\u5904\u7406\u8d85\u8fc7 128K tokens \u7684\u957f\u6587\u672c\u3002\u5176\u6838\u5fc3\u529f\u80fd\u5305\u62ec\uff1a<\/p>\n<ul>\n<li>\u5206\u5c42\u8bb0\u5fc6\u538b\u7f29\uff1a\u5c06\u5386\u53f2\u4fe1\u606f\u5206\u6bb5\u538b\u7f29\uff0c\u51cf\u5c11\u8ba1\u7b97\u5197\u4f59<\/li>\n<li>\u81ea\u9002\u5e94 token \u526a\u679d\uff1a\u6839\u636e\u4efb\u52a1\u76f8\u5173\u6027\u81ea\u52a8\u4e22\u5f03\u4f4e\u4ef7\u503c\u4fe1\u606f<\/li>\n<li>\u591a\u8f6e\u63a8\u7406\u6821\u9a8c\uff1a\u5728\u957f\u6587\u672c\u4e2d\u81ea\u52a8\u68c0\u6d4b\u903b\u8f91\u77db\u76fe\u5e76\u4fee\u6b63<\/li>\n<\/ul>\n<h2>\u4e09\u5927\u5e94\u7528\u573a\u666f\u5b9e\u8df5<\/h2>\n<h3>\u6280\u672f\u6587\u6863\u5206\u6790\u4e0e\u4ee3\u7801\u5ba1\u67e5<\/h3>\n<p>\u5728\u5904\u7406\u5343\u884c\u7ea7\u4ee3\u7801\u5e93\u6216\u6280\u672f\u767d\u76ae\u4e66\u65f6\uff0cDeepSeek-R1 \u53ef\u540c\u65f6\u4fdd\u6301\u5bf9\u5168\u5c40\u7ed3\u6784\u4e0e\u5c40\u90e8\u7ec6\u8282\u7684\u6ce8\u610f\u529b\u3002\u4f18\u5316\u6280\u5de7\uff1a\u5f00\u542f\u201c\u6df1\u5ea6\u626b\u63cf\u6a21\u5f0f\u201d\u5e76\u8bbe\u7f6e\u4e0a\u4e0b\u6587\u7a97\u53e3\u5927\u5c0f\u4e3a 8K tokens \u589e\u91cf\uff0c\u53ef\u907f\u514d\u4fe1\u606f\u4e22\u5931\u3002<\/p>\n<h3>\u6cd5\u5f8b\u4e0e\u91d1\u878d\u5408\u540c\u5ba1\u6838<\/h3>\n<p>\u9488\u5bf9\u4e0a\u767e\u9875\u7684\u5408\u540c\u6587\u672c\uff0c\u6a21\u578b\u80fd\u7cbe\u51c6\u5b9a\u4f4d\u6761\u6b3e\u51b2\u7a81\u4e0e\u98ce\u9669\u70b9\u3002\u5efa\u8bae\u4f7f\u7528\u201c\u5173\u952e\u8981\u7d20\u63d0\u53d6\u201d\u6307\u4ee4\uff0c\u914d\u5408 <code>--long_context_batch<\/code> \u53c2\u6570\u6279\u5904\u7406\uff0c\u901f\u5ea6\u63d0\u5347\u7ea6 40%\u3002<\/p>\n<h3>\u5b66\u672f\u8bba\u6587\u7efc\u8ff0\u751f\u6210<\/h3>\n<p>\u5bf9\u4e8e\u5305\u542b\u6570\u767e\u7bc7\u53c2\u8003\u6587\u732e\u7684\u7efc\u8ff0\u4efb\u52a1\uff0cDeepSeek-R1 \u652f\u6301\u4ea4\u53c9\u5f15\u7528\u5173\u8054\u5206\u6790\u3002\u5f00\u53d1\u8005\u53ef\u901a\u8fc7\u8c03\u6574 <code>window_stride<\/code> \u53c2\u6570\u4f18\u5316\u91cd\u53e0\u533a\u57df\u8986\u76d6\u7387\uff0c\u63d0\u5347\u4fe1\u606f\u53ec\u56de\u7387\u3002<\/p>\n<h2>\u9ad8\u7ea7\u4f18\u5316\u914d\u7f6e\u6307\u5357<\/h2>\n<p>\u8981\u5145\u5206\u53d1\u6325 DeepSeek-R1 \u7684\u957f\u6587\u672c\u80fd\u529b\uff0c\u9700\u6ce8\u610f\u4ee5\u4e0b\u914d\u7f6e\uff1a<\/p>\n<ul>\n<li><strong>\u5408\u7406\u5206\u5272\u8f93\u5165<\/strong>\uff1a\u5c06\u8d85\u957f\u6587\u672c\u6309\u8bed\u4e49\u6bb5\u843d\u5207\u5206\uff0c\u6bcf\u4e2a\u7247\u6bb5\u4e0d\u8d85\u8fc7 16K tokens\uff0c\u5e76\u7528\u7279\u6b8a\u6807\u8bb0\u7b26\u8854\u63a5<\/li>\n<li><strong>\u52a8\u6001\u7f13\u5b58\u7ba1\u7406<\/strong>\uff1a\u542f\u7528 <code>--enable_kv_cache_offload<\/code> \u5c06 KV \u7f13\u5b58\u5378\u8f7d\u81f3 GPU \u663e\u5b58\uff0c\u907f\u514d OOM<\/li>\n<li><strong>\u63a8\u7406\u7cbe\u5ea6\u6298\u4e2d<\/strong>\uff1a\u5728\u957f\u6587\u672c\u573a\u666f\u4e0b\u63a8\u8350\u4f7f\u7528 FP16 \u7cbe\u5ea6\uff0c\u663e\u5b58\u5360\u7528\u964d\u4f4e 50% \u4e14\u7cbe\u5ea6\u635f\u5931\u5c0f\u4e8e 0.5%<\/li>\n<\/ul>\n<p>\u901a\u8fc7\u4e0a\u8ff0\u6280\u5de7\uff0cDeepSeek-R1 \u5728 LongBench \u57fa\u51c6\u6d4b\u8bd5\u4e2d\u5df2\u53d6\u5f97\u9886\u5148\u6210\u7ee9\u3002\u7acb\u5373\u8bbf\u95ee <a href=\"https:\/\/www.deepseek.com\" target=\"_blank\">\u5b98\u65b9\u7f51\u7ad9<\/a> \u83b7\u53d6\u6700\u65b0\u6a21\u578b\u6743\u91cd\u4e0e\u5b8c\u6574\u6587\u6863\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u968f\u7740\u5927\u8bed\u8a00\u6a21\u578b\u5728\u590d\u6742\u4efb\u52a1\u4e2d\u7684\u5e7f\u6cdb\u5e94\u7528\uff0c\u957f\u6587\u672c\u63a8\u7406\u80fd\u529b\u6210\u4e3a\u8861\u91cf\u6a21\u578b\u5b9e\u7528\u6027\u7684\u5173\u952e\u6307\u6807\u3002\u5b98\u65b9\u7f51\u7ad9DeepSeek-R [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[18952,10877,2051,10879,26468],"class_list":["post-23586","post","type-post","status-publish","format-standard","hentry","category-4","tag-ai","tag-deepseek-r1","tag-2051","tag-10879","tag-26468"],"_links":{"self":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/23586","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=23586"}],"version-history":[{"count":1,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/23586\/revisions"}],"predecessor-version":[{"id":23587,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/23586\/revisions\/23587"}],"wp:attachment":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=23586"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=23586"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=23586"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}