{"id":2804,"date":"2026-10-20T16:54:54","date_gmt":"2026-10-20T08:54:54","guid":{"rendered":"https:\/\/www.o6s.net\/?p=2804"},"modified":"2026-10-20T23:02:03","modified_gmt":"2026-10-20T15:02:03","slug":"deepseek-%e5%bc%80%e6%ba%90%e6%8e%a8%e7%90%86%e6%a1%86%e6%9e%b6%ef%bc%9a%e8%b5%b0%e5%90%91%e7%9c%9f%e6%ad%a3%e6%99%ae%e6%83%a0%e7%9a%84%e6%9c%aa%e6%9d%a5","status":"publish","type":"post","link":"https:\/\/www.o6s.net\/index.php\/2026\/10\/20\/deepseek-%e5%bc%80%e6%ba%90%e6%8e%a8%e7%90%86%e6%a1%86%e6%9e%b6%ef%bc%9a%e8%b5%b0%e5%90%91%e7%9c%9f%e6%ad%a3%e6%99%ae%e6%83%a0%e7%9a%84%e6%9c%aa%e6%9d%a5\/","title":{"rendered":"DeepSeek \u5f00\u6e90\u63a8\u7406\u6846\u67b6\uff1a\u8d70\u5411\u771f\u6b63\u666e\u60e0\u7684\u672a\u6765"},"content":{"rendered":"

\u5927\u6a21\u578b\u7684\u80fd\u529b\u8fb9\u754c\u7531\u6a21\u578b\u672c\u8eab\u5212\u5b9a\uff0c\u4f46\u5982\u4f55\u4ee5\u5408\u7406\u6210\u672c\u63d0\u4f9b\u8d85\u5927\u89c4\u6a21\u7684\u6a21\u578b\u670d\u52a1\uff0c\u8fd8\u53d6\u51b3\u4e8e\u4e00\u4e2a\u957f\u671f\u672a\u88ab\u516c\u4f17\u4e86\u89e3\u7684\u4e2d\u95f4\u5c42\uff1a<\/span>\u63a8\u7406\u6846\u67b6<\/span><\/strong>\u3002<\/span><\/p>\n

\u8bad\u7ec3\u4f7f\u6a21\u578b\u5b66\u6709\u6240\u6210\uff0c\u63a8\u7406\u5219\u8ba9\u6a21\u578b\u4e3a\u4eba\u6240\u7528\u3002\u9762\u5bf9\u5982\u4eca\u6d77\u91cf\u7684\u7528\u6237\u8c03\u7528\uff0c\u63a8\u7406\u6846\u67b6\u8d1f\u8d23\u7edf\u7b79\u8c03\u5ea6\u5e9e\u5927\u7684\u7b97\u529b\u96c6\u7fa4\uff0c\u5176\u6548\u7387\u76f4\u63a5\u51b3\u5b9a\u4e86 AI \u670d\u52a1\u7684\u7b97\u529b\u6210\u672c\u4e0e\u7535\u529b\u6d88\u8017\u3002<\/span><\/p>\n

DeepSeek \u957f\u671f\u81f4\u529b\u4e8e\u5c06\u63a8\u7406\u6027\u80fd\u63a8\u5411\u6781\u81f4\u3002\u5728\u6b64\u524d\u5f00\u6e90\u4e00\u7cfb\u5217\u5927\u6a21\u578b\u3001TileLang \u7f16\u8bd1\u5de5\u5177\u53ca\u63a8\u7406\u7b97\u5b50\u5e93\u7684\u57fa\u7840\u4e0a\uff0c\u6211\u4eec\u51b3\u5b9a\u8fdb\u4e00\u6b65<\/span>\u5c06\u5185\u90e8\u63a8\u7406\u6846\u67b6 DeepInfer \u5168\u9762\u5f00\u6e90<\/span><\/strong>\u3002<\/span><\/p>\n

\u300c\u4e3a\u5584\u4e0e\u4f17\u884c\u4e4b\uff0c\u4e3a\u5de7\u4e0e\u4f17\u80fd\u4e4b\u3002\u300d<\/span><\/strong>\u6211\u4eec\u5e0c\u671b\u901a\u8fc7\u5206\u4eab\u5185\u90e8\u7684\u90e8\u7f72\u7ecf\u9a8c\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u4e0e\u4f01\u4e1a\u7ec4\u7ec7\u4f18\u5316\u5927\u89c4\u6a21\u63a8\u7406\u7684\u541e\u5410\u4e0e\u5ef6\u8fdf\uff0c\u4ece\u800c\u9ad8\u6548\u6784\u5efa\u79c1\u6709\u5316\u53ca\u516c\u6709\u4e91\u90e8\u7f72\uff0c\u964d\u4f4e\u7b97\u529b\u6210\u672c\u3001\u51cf\u5c11\u80fd\u6e90\u6d88\u8017\uff0c\u8ba9\u667a\u80fd\u4ee5\u66f4\u4f4e\u7684\u4ef7\u683c\u89e6\u8fbe\u66f4\u5e7f\u6cdb\u7684\u4eba\u7fa4\uff0c\u5b9e\u73b0\u771f\u6b63\u7684\u5927\u6a21\u578b\u666e\u60e0\u3002\u6211\u4eec\u4e5f\u5c06\u7ee7\u7eed\u652f\u6301\u793e\u533a\u8fdb\u884c\u5927\u89c4\u6a21\u90e8\u7f72\u4f18\u5316\uff0c\u6b22\u8fce\u52a0\u5165\u6211\u4eec\u7684\u5f00\u6e90\u884c\u5217\u3002<\/span><\/p>\n

DeepInfer<\/span><\/strong><\/h2>\n

\u57fa\u4e8e\u00a0<\/span><\/strong>DeepInfer<\/span><\/strong>\uff0c\u6211\u4eec\u5df2\u5b9e\u73b0 DeepSeek V4.1 Flash \u9ad8\u541e\u5410\u3001\u4f4e\u5ef6\u8fdf\u7684\u5927\u89c4\u6a21\u63a8\u7406\u670d\u52a1\u3002\u672a\u6765\uff0cDeepSeek \u65b0\u6a21\u578b\u7684\u63a8\u7406\u4ee3\u7801\u53ca\u540e\u7eed\u4f18\u5316\u4e5f\u5c06\u5728\u6b64\u6301\u7eed\u66f4\u65b0\u3002<\/span><\/h2>\n
    \n
  • \n

    DeepInfer \u63a8\u7406\u6846\u67b6<\/span><\/strong>\uff1a\u96c6\u6210\u9ad8\u6027\u80fd\u7b97\u5b50\u4e0e\u6df1\u5ea6\u4f18\u5316\u7684\u63a8\u7406\u5f15\u64ce\uff0c\u652f\u6301\u5206\u5e03\u5f0f\u63a8\u7406\u3001\u63a8\u6d4b\u89e3\u7801\u3001SWA Bounded Replay\u3001\u7ed3\u6784\u5316\u8f93\u51fa\u7b49\u80fd\u529b\uff0c\u517c\u5bb9\u82f1\u4f1f\u8fbe\u4e0e\u534e\u4e3a\u6607\u817e\u5e73\u53f0\u3002<\/span><\/p>\n<\/li>\n

  • \n

    deepseek-recipe \u7f16\u89e3\u7801\u7ec4\u4ef6<\/span><\/strong>\uff1a\u540c\u6b65\u5f00\u6e90\u7684\u751f\u4ea7\u7ea7 Token \u7f16\u89e3\u7801\u7ec4\u4ef6\uff0c\u4e0e DeepSeek \u5b98\u65b9 API \u5904\u7406\u903b\u8f91\u5b8c\u6574\u5bf9\u9f50\uff0c\u786e\u4fdd\u793e\u533a\u83b7\u5f97\u4e0e\u5b98\u65b9\u90e8\u7f72\u4e00\u81f4\u7684 API \u4f53\u9a8c\u3002<\/span><\/p>\n<\/li>\n<\/ul>\n

    \u5f00\u6e90\u4ed3\u5e93<\/span><\/strong><\/h2>\n
      \n
    • \n

      DeepInfer<\/span>:\u00a0<\/span>https:\/\/github.com\/deepseek-ai\/DeepInfer<\/span><\/p>\n<\/li>\n

    • \n

      deepseek-recipe<\/span>:\u00a0<\/span>https:\/\/github.com\/<\/span><\/p>\n

      deepseek-ai\/deepseek-recipe<\/span><\/p>\n<\/li>\n<\/ul>\n

      \u590d\u5236\u94fe\u63a5\u8fdb\u5165\u6d4f\u89c8\u5668\u6253\u5f00\u6216\u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\u67e5\u770b DeepSeek \u77e5\u4e4e\u6280\u672f\u62a5\u544a\uff1a<\/span>https:\/\/zhuanlan.zhihu.com\/p\/2095560295930508953<\/span><\/p>\n

      \u672a\u6765\u5c55\u671b<\/span><\/h2>\n

      \u501f\u52a9\u5168\u9762\u5f00\u6e90\u7684\u6a21\u578b\u3001\u7b97\u5b50\u5e93\u4e0e\u63a8\u7406\u6846\u67b6\uff0c\u6211\u4eec\u671f\u5f85\u7740\u5728\u4e0d\u8fdc\u7684\u672a\u6765\uff0c\u80fd\u591f\u770b\u5230\u5168\u7403 AI \u670d\u52a1\u7684\u8303\u56f4\u4e0e\u8d28\u91cf\u83b7\u5f97\u524d\u6240\u672a\u6709\u7684\u6269\u5c55\u4e0e\u63d0\u5347\uff0c\u53d8\u5f97\u66f4\u52a0\u516c\u5e73\u3001\u900f\u660e\u3001\u53ef\u4fe1\u8d56\uff0c\u8fdb\u800c\u5b9e\u73b0\u5728\u5168\u793e\u4f1a\u8303\u56f4\u5185\u52a0\u5feb\u6280\u672f\u8fed\u4ee3\u3001\u51cf\u5c11\u80fd\u6e90\u6d6a\u8d39\uff0c\u8ba9\u6709\u9650\u7684\u8d44\u6e90\u4ee5\u66f4\u9ad8\u7684\u6548\u7387\u5728\u57fa\u7840\u8bbe\u65bd\u4e0e\u7528\u6237\u7ec8\u7aef\u4e4b\u95f4\u6d41\u8f6c\uff0c\u4ee5\u6bcf\u4e2a\u4eba\u90fd\u80fd\u591f\u8d1f\u62c5\u7684\u6210\u672c\u4f20\u9012\u66f4\u52a0\u5f3a\u5927\u7684\u667a\u80fd\uff0c\u4ee5\u53ca\u4f34\u968f\u7740\u667a\u80fd\u7684\u5584\u610f\u548c\u65e0\u9650\u53ef\u80fd\u6027\u3002<\/span><\/p>\n

      DeepSeek \u5c06\u4e0e\u5404\u4f4d\u4e00\u540c\u643a\u624b\uff0c\u4e3a\u5b9e\u73b0\u8fd9\u6837\u7684\u672a\u6765\u56fe\u666f\u800c\u4e0d\u61c8\u52aa\u529b\u3002<\/span><\/p>\n

      <\/section>\n
      \"\u56fe\u7247\"<\/section>\n
      <\/section>\n
      <\/section>\n
      \n

      DeepInfer\uff1aDeepSeek \u5185\u90e8\u63a8\u7406\u6846\u67b6\u5168\u9762\u5f00\u6e90<\/h2>\n

      \u65f6\u95f4<\/strong>\uff1a2026 \u5e74 10 \u6708 20 \u65e5\uff08\u4eca\u5929\uff09\uff0cDeepSeek \u5b98\u5ba3\u5c06\u5185\u90e8\u63a8\u7406\u6846\u67b6 DeepInfer<\/strong> \u5168\u9762\u5f00\u6e90\uff0c\u4ee5 Apache 2.0<\/strong> \u534f\u8bae\u53d1\u5e03\u5728 GitHub\u3002<\/p>\n

      \u5b83\u662f\u4ec0\u4e48<\/h3>\n

      DeepInfer \u662f DeepSeek \u81ea\u7814\u7684\u9ad8\u6027\u80fd\u63a8\u7406\u5f15\u64ce\uff0c\u4e5f\u662f\u652f\u6491\u5176\u5927\u89c4\u6a21\u751f\u4ea7\u670d\u52a1<\/strong>\u7684\u90a3\u5957\u300c\u4e2d\u95f4\u5c42\u300d\u3002\u6a21\u578b\u7684\u80fd\u529b\u7531\u6a21\u578b\u672c\u8eab\u5212\u5b9a\uff0c\u800c\u5982\u4f55\u4ee5\u5408\u7406\u6210\u672c\u63d0\u4f9b\u8d85\u5927\u89c4\u6a21\u670d\u52a1\uff0c\u6070\u6070\u53d6\u51b3\u4e8e\u8fd9\u4e00\u5c42\u2014\u2014\u5b83\u8d1f\u8d23\u7edf\u7b79\u8c03\u5ea6\u5e9e\u5927\u7684\u7b97\u529b\u96c6\u7fa4\uff0c\u76f4\u63a5\u51b3\u5b9a AI \u670d\u52a1\u7684\u7b97\u529b\u6210\u672c\u4e0e\u7535\u529b\u6d88\u8017\u3002\u6b64\u524d DeepSeek \u5df2\u9646\u7eed\u5f00\u6e90\u4e86\u5927\u6a21\u578b\u3001TileLang \u7f16\u8bd1\u5de5\u5177\u548c\u63a8\u7406\u7b97\u5b50\u5e93\uff0c\u672c\u6b21\u662f\u628a\u6700\u540e\u4e00\u5757\u300c\u63a8\u7406\u6846\u67b6\u300d\u8865\u9f50\u3002<\/p>\n

      \u6838\u5fc3\u80fd\u529b<\/h3>\n
        \n
      • \u9ad8\u6027\u80fd\u7b97\u5b50 + \u6df1\u5ea6\u4f18\u5316\u7684\u63a8\u7406\u5f15\u64ce<\/strong><\/li>\n
      • \u5206\u5e03\u5f0f\u63a8\u7406<\/strong><\/li>\n
      • \u63a8\u6d4b\u89e3\u7801\uff08Speculative Decoding\uff09<\/strong>\uff0c\u793e\u533a\u5b9e\u6d4b\u4e2d\u4f53\u73b0\u4e3a DSpark \u7b49\u65b9\u6848<\/li>\n
      • SWA Bounded Replay<\/strong>\uff08\u6ed1\u52a8\u7a97\u53e3\u6ce8\u610f\u529b\u6709\u754c\u91cd\u653e\uff09<\/li>\n
      • \u7ed3\u6784\u5316\u8f93\u51fa<\/strong>\uff08regex \/ JSON \/ EBNF\uff09<\/li>\n
      • batch-invariant \u63a8\u7406\u3001\u786e\u5b9a\u6027\u91c7\u6837<\/strong>\u7b49\u4fdd\u8bc1\u53ef\u590d\u73b0\u6027\u7684\u673a\u5236<\/li>\n
      • \u786c\u4ef6\u517c\u5bb9<\/strong>\uff1a\u5f00\u7bb1\u652f\u6301 NVIDIA SM100\uff08Blackwell\uff09GPU<\/strong> \u4e0e \u534e\u4e3a\u6607\u817e 950 NPU<\/strong><\/li>\n<\/ul>\n

        \u6280\u672f\u4e0a\uff0c\u636e\u793e\u533a\u590d\u76d8\uff0cDeepInfer \u6700\u521d\u8131\u80ce\u4e8e\u5f00\u6e90\u7684 vLLM\uff0c\u4f46\u5df2\u7ecf\u505a\u4e86\u81ea\u5e95\u5411\u4e0a\u7684\u91cd\u6784<\/strong>\u2014\u2014\u6838\u5fc3\u8c03\u5ea6\u903b\u8f91\u3001\u6570\u636e\u9884\u5904\u7406\u7ba1\u7ebf\u3001\u91c7\u6837\u8ba1\u7b97\u6a21\u5757\u5168\u90e8\u7528 C++ \u91cd\u5199\uff0c\u4e0e\u539f\u59cb vLLM \u67b6\u6784\u7684\u6b8b\u7559\u76f8\u4f3c\u5ea6\u5df2\u5f88\u4f4e\u3002vLLM \u56e2\u961f\u4e5f\u516c\u5f00\u611f\u8c22\u4e86\u8fd9\u6b21\u5f00\u6e90\u3002<\/p>\n

        \u5f00\u6e90\u8fb9\u754c\uff08\u8981\u6ce8\u610f\u7684\u9650\u5b9a\uff09<\/h3>\n

        \u8fd9\u6b21\u7684\u5f00\u6e90\u662f\u6709\u8282\u5236<\/strong>\u7684\uff0c\u4e0d\u662f\u5b8c\u6574\u751f\u4ea7\u6808\uff1a<\/p>\n

          \n
        • \u53ea\u9488\u5bf9\u5355\u4e00\u6a21\u578b DeepSeek-V4.1-Flash<\/strong>\uff08\u5c31\u662f 9 \u6708 10 \u65e5\u53d1\u5e03\u7684\u65b0\u6a21\u578b\u7ed3\u6784\u7cfb\u5217\u91cc\u7684\u6700\u5c0f\u5c3a\u5bf8\u3001\u539f\u751f\u591a\u6a21\u6001\u6a21\u578b\uff09\uff0c\u4e0d\u652f\u6301\u5176\u4ed6\u6a21\u578b<\/li>\n
        • \u53ea\u8986\u76d6\u79bb\u7ebf\uff08offline\uff09\u63a8\u7406\u8d1f\u8f7d<\/strong><\/li>\n
        • \u672a\u5305\u542b<\/strong>\u5173\u952e\u7684\u751f\u4ea7\u5728\u7ebf\u80fd\u529b\uff1aKV cache \u5206\u5e03\u5f0f\u5b58\u50a8\u3001prefill-decode \u5206\u79bb\uff08PD disaggregation\uff09\u3001\u8de8\u8282\u70b9\u8d1f\u8f7d\u5747\u8861\u3001\u5728\u7ebf\u670d\u52a1\u7cfb\u7edf\u3002\u8fd9\u4e9b\u4ecd\u7559\u5728\u5185\u90e8<\/li>\n<\/ul>\n

          \u914d\u5957\u7ec4\u4ef6\uff1adeepseek-recipe<\/h3>\n

          \u540c\u6b65\u5f00\u6e90\u4e86\u751f\u4ea7\u7ea7 Token \u7f16\u89e3\u7801\u7ec4\u4ef6<\/strong> deepseek-recipe<\/code>\uff0c\u4e0e DeepSeek \u5b98\u65b9 API \u7684\u5904\u7406\u903b\u8f91\u5b8c\u6574\u5bf9\u9f50\uff0c\u76ee\u7684\u662f\u8ba9\u793e\u533a\u90e8\u7f72\u80fd\u62ff\u5230\u548c\u5b98\u65b9\u4e00\u81f4\u7684 API \u884c\u4e3a\u4f53\u9a8c\u3002<\/p>\n

          \u76ee\u7684\u4e0e\u5f71\u54cd<\/h3>\n

          DeepSeek \u7684\u5b98\u65b9\u8868\u8ff0\u662f\uff1a\u5e2e\u52a9\u5f00\u53d1\u8005\u548c\u4f01\u4e1a\u4f18\u5316\u5927\u89c4\u6a21\u63a8\u7406\u7684\u541e\u5410\u4e0e\u5ef6\u8fdf\uff0c\u9ad8\u6548\u6784\u5efa\u79c1\u6709\u5316\u53ca\u516c\u6709\u4e91\u90e8\u7f72<\/strong>\uff0c\u964d\u4f4e\u7b97\u529b\u6210\u672c\u3001\u51cf\u5c11\u80fd\u6e90\u6d88\u8017\uff0c\u8ba9\u667a\u80fd\u4ee5\u66f4\u4f4e\u7684\u6210\u672c\u89e6\u8fbe\u66f4\u591a\u4eba\uff0c\u5b9e\u73b0”\u5927\u6a21\u578b\u666e\u60e0”\u3002\u672a\u6765\u65b0\u6a21\u578b\u7684\u63a8\u7406\u4ee3\u7801\u548c\u540e\u7eed\u4f18\u5316\u4e5f\u4f1a\u6301\u7eed\u66f4\u65b0\u5230\u8fd9\u91cc\u3002<\/p>\n

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          \n","protected":false},"excerpt":{"rendered":"

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