{"id":2605,"date":"2025-02-19T17:41:10","date_gmt":"2025-02-19T09:41:10","guid":{"rendered":"https:\/\/aws-oncloudai.com\/?p=2605"},"modified":"2025-02-19T17:41:10","modified_gmt":"2025-02-19T09:41:10","slug":"dmxglsfgxcxdxjall","status":"publish","type":"post","link":"https:\/\/aws-oncloudai.com\/zh_hk\/dmxglsfgxcxdxjall\/","title":{"rendered":"DeepSeek\u6a21\u578b\u6982\u89bd\uff1a\u91cb\u653e\u9ad8\u6548\u5275\u65b0\u7684\u5148\u9032AI\u529b\u91cf"},"content":{"rendered":"

DeepSeek \u6700\u65b0\u767c\u5e03\u7684\u7cfb\u5217\u6a21\u578b\u9707\u64bc\u696d\u754c\uff0c\u6191\u85c9\u5176\u9818\u5148\u7684\u6280\u8853\u5275\u65b0\u548c\u5353\u8d8a\u7684\u63a8\u7406\u80fd\u529b\uff0c\u6210\u70ba\u4eba\u5de5\u667a\u6167\u9818\u57df\u7684\u4e00\u9846\u65b0\u661f\u3002\u5f9e\u5176\u65d7\u8266671B \u53c3\u6578\u7684\u5c08\u5bb6\u6df7\u5408\uff08MoE\uff09\u6a21\u578b\uff0c\u5230\u9ad8\u6548\u7684\u84b8\u993e\u8b8a\u9ad4\uff0c\u6bcf\u500b\u7248\u672c\u90fd\u91dd\u5c0d\u4e0d\u540c\u61c9\u7528\u5834\u666f\u9032\u884c\u6700\u4f73\u5316\uff0c\u4ee5\u6eff\u8db3\u4e0d\u540c\u4f01\u696d\u548c\u958b\u767c\u8005\u7684\u9700\u6c42\u3002\u7279\u5225\u662f\u5728\u6578\u5b78\u63a8\u7406\u3001\u7a0b\u5f0f\u78bc\u7522\u751f\u548c\u81ea\u7136\u8a9e\u8a00\u63a8\u7406\u7b49\u8907\u96dc\u4efb\u52d9\u4e0a\uff0cDeepSeek \u6a21\u578b\u7684\u8868\u73fe\u4ee4\u4eba\u77da\u76ee\u3002\u7121\u8ad6\u662f\u5728\u5b78\u8853\u7814\u7a76\u3001\u4f01\u696d\u61c9\u7528\uff0c\u6216\u662f\u7279\u5b9a\u9818\u57df\u554f\u984c\u89e3\u6c7a\u4e0a\uff0cDeepSeek \u90fd\u5c55\u73fe\u4e86\u5b83\u7684\u5de8\u5927\u6f5b\u529b\u3002<\/p>\n

DeepSeek \u6700\u65b0\u767c\u5e03\u7cfb\u5217\u6a21\u578b<\/h3>\n
DeepSeek\u63d0\u4f9b\u4e86\u4e00\u7cfb\u5217\u958b\u6e90\u6a21\u578b\uff0c\u5f9e\u5176\u65d7\u8266671B\u53c3\u6578\u6a21\u578b\u5230\u9ad8\u6548\u7684\u84b8\u993e\u8b8a\u9ad4<\/div>\n
\n
\u57fa\u790e\u6a21\u578b\uff1a\u5c08\u5bb6\u6df7\u5408\uff08MoE\uff09 \u8a9e\u8a00\u6a21\u578b\uff0c\u7e3d\u5171\u6709671B \u53c3\u6578\uff0c\u4f46\u6bcf\u500b\u8acb\u6c42\u53ea\u555f\u52d5\u4e8637B \u53c3\u6578\u4ee5\u5be6\u73fe\u9ad8\u6548\u63a8\u7406<\/div>\n
\n
    \n
  • DeepSeek-V3\uff1a\u5e38\u898fLLM\uff0c\u5c0d\u6a19GPT4o\uff0cClaude \u7b49\uff1b<\/li>\n
  • \n
    Deepseek-R1-Zero\uff1a\u57fa\u65bcV3\u7d14\u7cb9\u5f37\u5316\u5b78\u7fd2\u8a13\u7df4\u7684reasoning\u6a21\u578b\uff0c\u904e\u6e21\u6a21\u578b\uff1b<\/div>\n<\/li>\n
  • \n
    Deepseek-R1\uff1a\u5229\u7528V3\/R1-zero\u900f\u904e\u51b7\u555f\u52d5\u4ee5\u53ca\u5c11\u91cfSFT\u512a\u5316\uff0c\u589e\u5f37\u63a8\u7406\u80fd\u529b\uff0c\u5c0d\u6a19OpenAI O1\u7b49<\/div>\n<\/li>\n<\/ul>\n
    \u84b8\u993e\u6a21\u578b\uff1a\u5229\u7528R1\u4f5c\u70baTeacher Model\u4f86\u5c0d\u958b\u6e90\u5c0f\u6a21\u578b\u9032\u884c\u5fae\u8abf\uff0c\u53c3\u6578\u91cf\u6e1b\u5c11\u4f46\u6548\u80fd\u63a5\u8fd1\u539f\u7248\uff0c\u786c\u9ad4\u9700\u6c42\u964d\u4f4e<\/div>\n
    \n
      \n
    • DeepSeek-R1-Distill-Qwen \uff081.5B, 7B, 14B, 32B\uff09<\/li>\n
    • \n
      DeepSeek-R1-Distill-Llama \uff088B, 70B\uff09<\/div>\n<\/li>\n<\/ul>\n
      \u7b2c\u4e09\u65b9\u91cf\u5316\u7248\u672c\uff1a\u7b2c\u4e09\u65b9\u57fa\u65bcR1\u57fa\u790e\u6a21\u578b\u8abf\u6574\u7cbe\u78ba\u5ea6\uff084bit\/2bit\/\u52d5\u614bbit\u7b49\uff09\u6e1b\u5c11\u8a18\u61b6\u9ad4\u4f54\u7528\uff0c\u964d\u4f4e\u786c\u9ad4\u9700\u6c42<\/div>\n
      \n
        \n
      • DeepSeek-R1-GGUF<\/li>\n<\/ul>\n

         <\/p>\n

        Deepseek-r1 \u6a21\u578b<\/h3>\n

        \u70ba\u4f55\u5f15\u767c\u5982\u6b64\u8f5f\u52d5\uff1f<\/h4>\n
          \n
        • \u6548\u679c\u986f\u8457\uff1a\u6a21\u578b\u91dd\u5c0d\u4f8b\u5982\u6578\u5b78\uff0c\u7a0b\u5f0f\u78bc\u4ee5\u53ca\u81ea\u7136\u8a9e\u8a00\u63a8\u7406\u7b49\u8907\u96dc\u554f\u984c\u89e3\u6c7a\u4e0a\u8868\u73fe\u975e\u5e38\u7a81\u51fa\uff0c\u5728\u5404\u985e\u6e2c\u8a55\u8cc7\u6599\u96c6\u4e2d\u540d\u5217\u524d\u8305\u3002<\/li>\n
        • \n
          \u6280\u8853\u5275\u65b0\uff1a\u6a21\u578b\u8a13\u7df4\u904e\u7a0b\u4e2d\u5305\u542b\u591a\u982d\u6f5b\u5728\u8a3b\u610f\u529b(MLA)\uff0c\u7d44\u76f8\u5c0d\u7b56\u7565\u512a\u5316\u6f14\u7b97\u6cd5(GRPO)\uff0c\u512a\u5316\u5f37\u5316\u5b78\u7fd2\uff08RL\uff09\u9032\u884c\u8a13\u7df4\u7b49\u7b49\uff0c\u4ee5\u63d0\u5347\u6a21\u578b\u6548\u679c\u3002<\/div>\n<\/li>\n
        • \n
          \u6210\u672c\u512a\u5316\uff1aV3\u6a21\u578b\u7684\u8a13\u7df4\u6210\u672c\u70ba$5.6M\uff0cGPU\u8a13\u7df4\u6642\u9577\u5927\u5927\u7e2e\u6e1b\uff08 2.664M H800 GPU \u5c0f\u6642\uff09\uff1bR1\u63a8\u7406\u6210\u672c\u50c5\u70baOpenAI O1\u768410%\u4ee5\u4e0b\u3002<\/div>\n<\/li>\n
        • \n
          \u958b\u6e90\u7b56\u7565\uff1aDeepSeek\u76f8\u95dc\u6a21\u578b\u7686\u516c\u958b\u6a21\u578b\u6b0a\u91cd\uff0c\u4e26\u63a1\u7528\u5546\u696d\u53cb\u5584\u7684\u6388\u6b0a\u653f\u7b56\uff0c\u6574\u9ad4\u7522\u696d\u93c8\u53d7\u76ca\u3002<\/div>\n<\/li>\n<\/ul>\n

           <\/p>\n

          DeepSeek R1 \u512a\u52e2<\/h3>\n
            \n
          • \u6a21\u578b\u63a8\u7406\u80fd\u529b\u5f37: \u5728Science\uff0c Technology\uff0c Engineering\uff0cMathematics (STEM\uff09\u9818\u57df\u8868\u73fe\u51fa\u51fa\u8272\u7684\u908f\u8f2f\u63a8\u7406\u80fd\u529b\uff1b<\/li>\n
          • \n
            \u900f\u660e\u6027\uff1aDeepSeek R1 \u5c55\u793a\u4e86\u5b83\u7684\u601d\u8003\u904e\u7a0b\uff0c\u63d0\u9ad8\u4e86\u5176\u7b54\u6848\u7684\u53ef\u8ffd\u6eaf\u6027<\/div>\n<\/li>\n<\/ul>\n

             <\/p>\n

            DeepSeek R1 \u5c40\u9650\u6027<\/h3>\n
              \n
            • \u901a\u7528\u80fd\u529b: DeepSeek-R1 \u5728function calling, multi-turn, complex role-playing, and JSON output \u9019\u4e9b\u4efb\u52d9\u4e0a\u5b58\u5728\u5dee\u8ddd<\/li>\n
            • \n
              \u8a9e\u8a00\u6df7\u6dc6: DeepSeek-R1 \u76ee\u524d\u50c5\u5728\u4e2d\u6587\u548c\u82f1\u6587\u4e0a\u512a\u5316\uff0c\u6703\u5c0e\u81f4\u5728\u5176\u4ed6\u8a9e\u8a00\u74b0\u5883\u4e2d\u51fa\u73fe\u8a9e\u8a00\u6df7\u6dc6\uff0c\u4e0d\u4e00\u81f4\u7684\u60c5\u6cc1<\/div>\n<\/li>\n
            • \n
              \u4e0d\u9069\u5408\u7c21\u55ae\u4efb\u52d9\uff1aDeepSeek R1\/R1 distill models \u7c21\u55ae\u4efb\u52d9\u4e0b\u51fa\u73fe\u7684overthinking \u9060\u8d85\u904e\u5176\u6e96\u78ba\u7387\u7684\u512a\u52e2\uff0c\u9020\u6210\u5927\u91cftoken \u6d6a\u8cbb<\/div>\n<\/li>\n<\/ul>\n

               <\/p>\n

              \u61c9\u7528\u7a0b\u5f0f\u5834\u666f\u63a8\u85a6<\/h3>\n
              \n

              DEEPSEEK-R1 \u63a8\u7406\u80fd\u529b\u61c9\u7528<\/h4>\n<\/div>\n

              \u00a0 \u89e3\u6c7a\u8907\u96dc\u554f\u984c \u7a0b\u5f0f\u78bc\u7522\u751f\u8207\u958b\u767c\u00a0 \u00a0 \u00a0 \u00a0 \u00a0<\/strong>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u4f01\u696d\u61c9\u7528\u7a0b\u5f0f\u00a0 \u00a0 \u00a0<\/strong> \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u7279\u5b9a\u9818\u57df\u554f\u984c<\/strong><\/p>\n<\/div>\n

              \n
              \u00a0 \u00a0 \u00a0 \u6578\u5b78\u63a8\u7406 \u9ad8\u7d1a\u7a0b\u5f0f\u78bc\u5408\u6210\u8207\u8abf\u8a66 \u77e5\u8b58\u5bc6\u96c6\u578bRAG \u89e3\u6c7a\u65b9\u6848 \u7814\u7a76\u548c\u5b78\u8853\u8a08\u7b97<\/div>\n
              \u00a0 \u9010\u6b65\u554f\u984c\u5206\u89e3 \u81ea\u52d5\u6280\u8853\u6587\u4ef6 \u591aAgent\u7cfb\u7d71\u76e3\u7763 \u7d93\u6fdf\u9ad8\u6548\u7684\u6a21\u578b\u6700\u4f73\u5316<\/div>\n
              \u6559\u80b2\u548c\u7814\u7a76\u61c9\u7528 \u6574\u5408\u958b\u767c\u74b0\u5883 \u81ea\u8a02\u7279\u5b9a\u9818\u57df\u7684\u61c9\u7528\u7a0b\u5e8f<\/div>\n
              <\/div>\n
              <\/div>\n<\/div>\n
              \n

              DeepSeek-R1 \u7cfb\u5217\u6a21\u578b\u5df2\u7d93\u5728AWS\u6b63\u5f0f\u53ef\u7528<\/h3>\n

              Amazon Bedrock\uff1a\u66f4\u7c21\u55ae\u7684\u9078\u64c7\uff0c\u65b9\u4fbf\u6574\u5408, \u5b89\u5168\u6027\u548c\u6613\u65bc\u7ba1\u7406<\/p>\n

                \n
              • Bedrock Marketplace\uff1aDeepSeek-R1 + DeepSeek-R1-Distill Series<\/li>\n
              • \n
                Bedrock Custom Model Import\uff1a DeepSeek-R1-Distill-Llama 8B\/70B<\/div>\n<\/li>\n<\/ul>\n

                Amazon SageMaker\uff1a\u66f4\u9748\u6d3b\uff0c\u4f8b\u5982\u5fae\u8abf\u548c\u7e7c\u7e8c\u9810\u8a13\u7df4<\/p>\n

                  \n
                • SageMaker JumpStart\uff1aDeepSeek-R1 + DeepSeek-R1-Distill Series<\/li>\n<\/ul>\n
                  Accel Comp\uff1a\u66f4\u597d\u7684\u6027\u50f9\u6bd4<\/div>\n
                  \n
                    \n
                  • EC2\uff1aDeepSeek-R1 + DeepSeek-R1-Distill Series<\/li>\n
                  • \n
                    Trn1: DeepSeek-R1-Distill-Llama 8B\/70B<\/div>\n<\/li>\n<\/ul>\n<\/div>\n
                    DeepSeek\u7cfb\u5217\u6a21\u578b\u4e0d\u50c5\u4ee5\u5176\u51fa\u8272\u7684\u63a8\u7406\u80fd\u529b\u3001\u986f\u8457\u7684\u6210\u672c\u512a\u5316\u548c\u958b\u6e90\u7b56\u7565\u5f15\u767c\u4e86\u5ee3\u6cdb\u95dc\u6ce8\uff0c\u9084\u900f\u904e\u5176\u5728\u6280\u8853\u9818\u57df\u7684\u5275\u65b0\u7a81\u7834\uff0c\u63a8\u52d5\u4e86AI\u6280\u8853\u7684\u9032\u4e00\u6b65\u767c\u5c55\u3002\u7279\u5225\u662f\u5728\u6578\u5b78\u3001\u7a0b\u5f0f\u78bc\u3001\u63a8\u7406\u7b49\u8907\u96dc\u554f\u984c\u7684\u8655\u7406\u4e0a\uff0cDeepSeek\u5c55\u73fe\u4e86\u5f37\u5927\u7684\u80fd\u529b\u3002\u800c\u4e14\uff0c\u501f\u52a9Amazon Bedrock\u548cSageMaker\u7b49\u5e73\u53f0\u7684\u652f\u6301\uff0cDeepSeek\u7cfb\u5217\u70ba\u4f01\u696d\u548c\u958b\u767c\u8005\u63d0\u4f9b\u4e86\u66f4\u9748\u6d3b\u548c\u9ad8\u6548\u7684\u89e3\u6c7a\u65b9\u6848\u3002\u672a\u4f86\uff0c\u96a8\u8457\u6a21\u578b\u7684\u4e0d\u65b7\u512a\u5316\uff0cDeepSeek\u6709\u671b\u5728AI\u9818\u57df\u6380\u8d77\u66f4\u5927\u6ce2\u703e\uff0c\u6210\u70ba\u63a8\u52d5\u6578\u4f4d\u8f49\u578b\u7684\u95dc\u9375\u529b\u91cf\u3002<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"

                    DeepSeek \u6700\u65b0\u767c\u5e03\u7684\u7cfb\u5217\u6a21\u578b\u9707\u64bc\u696d\u754c\uff0c\u6191\u85c9\u5176\u9818\u5148\u7684\u6280\u8853\u5275\u65b0\u548c\u5353\u8d8a\u7684\u63a8\u7406\u80fd\u529b\uff0c\u6210\u70ba\u4eba\u5de5\u667a\u6167\u9818\u57df\u7684\u4e00\u9846\u65b0\u661f\u3002\u5f9e\u5176\u65d7\u8266671B \u53c3\u6578\u7684\u5c08\u5bb6\u6df7\u5408\uff08MoE\uff09\u6a21\u578b\uff0c\u5230\u9ad8\u6548\u7684\u84b8\u993e\u8b8a\u9ad4\uff0c\u6bcf\u500b\u7248\u672c\u90fd\u91dd\u5c0d\u4e0d\u540c\u61c9\u7528\u5834\u666f\u9032\u884c\u6700\u4f73\u5316\uff0c\u4ee5\u6eff\u8db3\u4e0d\u540c\u4f01\u696d\u548c\u958b\u767c\u8005\u7684\u9700\u6c42\u3002\u7279\u5225\u662f\u5728\u6578\u5b78\u63a8\u7406\u3001\u7a0b\u5f0f\u78bc\u7522\u751f\u548c\u81ea\u7136\u8a9e\u8a00\u63a8\u7406\u7b49\u8907\u96dc\u4efb\u52d9\u4e0a\uff0cDeepSeek \u6a21\u578b\u7684\u8868\u73fe\u4ee4\u4eba\u77da\u76ee\u3002\u7121\u8ad6\u662f\u5728\u5b78\u8853\u7814\u7a76\u3001\u4f01\u696d\u61c9\u7528\uff0c\u6216\u662f\u7279\u5b9a\u9818\u57df\u554f\u984c\u89e3\u6c7a\u4e0a\uff0cDeepSeek \u90fd\u5c55\u73fe\u4e86\u5b83\u7684\u5de8\u5927\u6f5b\u529b\u3002<\/p>","protected":false},"author":1,"featured_media":2615,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[65],"tags":[],"class_list":["post-2605","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technical-sharing"],"_links":{"self":[{"href":"https:\/\/aws-oncloudai.com\/zh_hk\/wp-json\/wp\/v2\/posts\/2605","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aws-oncloudai.com\/zh_hk\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aws-oncloudai.com\/zh_hk\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aws-oncloudai.com\/zh_hk\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aws-oncloudai.com\/zh_hk\/wp-json\/wp\/v2\/comments?post=2605"}],"version-history":[{"count":0,"href":"https:\/\/aws-oncloudai.com\/zh_hk\/wp-json\/wp\/v2\/posts\/2605\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aws-oncloudai.com\/zh_hk\/wp-json\/wp\/v2\/media\/2615"}],"wp:attachment":[{"href":"https:\/\/aws-oncloudai.com\/zh_hk\/wp-json\/wp\/v2\/media?parent=2605"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aws-oncloudai.com\/zh_hk\/wp-json\/wp\/v2\/categories?post=2605"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aws-oncloudai.com\/zh_hk\/wp-json\/wp\/v2\/tags?post=2605"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}