{"id":2641,"date":"2025-02-21T15:56:15","date_gmt":"2025-02-21T07:56:15","guid":{"rendered":"https:\/\/aws-oncloudai.com\/?p=2641"},"modified":"2025-02-21T16:38:27","modified_gmt":"2025-02-21T08:38:27","slug":"aptyrdmxtdsdxxdzxt","status":"publish","type":"post","link":"https:\/\/aws-oncloudai.com\/zh_hk\/aptyrdmxtdsdxxdzxt\/","title":{"rendered":"AWS Bedrock\u5e73\u53f0\u5f15\u9032DeepSeek-R1 \u6a21\u578b\uff0c\u63a8\u52d5\u6df1\u5ea6\u5b78\u7fd2"},"content":{"rendered":"

Amazon Web Services (AWS) \u518d\u6b21\u64f4\u5c55\u5176\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u6167\u65b9\u6848\uff0c\u6b63\u5f0f\u5f15\u5165\u4e2d\u570b\u65b0\u5275\u516c\u53f8DeepSeek \u7684\u6700\u65b0AI \u6a21\u578bDeepSeek-R1 \u7cfb\u5217\uff0c\u73fe\u5df2\u53ef\u5728AWS Bedrock \u548cAmazon SageMaker AI \u4e0a\u90e8\u7f72\u3002\u5728\u4eba\u5de5\u667a\u6167\u7684\u5feb\u901f\u767c\u5c55\u4e2d\uff0c\u6df1\u5ea6\u5b78\u7fd2\u6280\u8853\u5df2\u6210\u70ba\u63a8\u52d5\u5275\u65b0\u548c\u7522\u696d\u5347\u7d1a\u7684\u95dc\u9375\u9a45\u52d5\u529b\u3002 AWS Bedrock\u5e73\u53f0\u4f5c\u70ba\u9818\u5148\u7684\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u6167\u670d\u52d9\uff0c\u8fd1\u671f\u5f15\u5165\u4e86DeepSeek-R1\u6a21\u578b\uff0c\u9032\u4e00\u6b65\u5f37\u5316\u4e86\u5176\u5728\u6df1\u5ea6\u5b78\u7fd2\u9818\u57df\u7684\u6280\u8853\u80fd\u529b\u3002 DeepSeek-R1\u4e0d\u50c5\u5728\u904b\u7b97\u6548\u7387\u548c\u6a21\u578b\u7cbe\u5ea6\u4e0a\u8868\u73fe\u51fa\u8272\uff0c\u9084\u80fd\u70ba\u5404\u884c\u696d\u63d0\u4f9b\u66f4\u7cbe\u6e96\u548c\u9ad8\u6548\u7684AI\u89e3\u6c7a\u65b9\u6848\u3002\u900f\u904e\u9019\u9805\u5f37\u5927\u6a21\u578b\uff0cAWS Bedrock\u5c07\u5354\u52a9\u4f01\u696d\u52a0\u901f\u667a\u6167\u5316\u8f49\u578b\uff0c\u63d0\u5347\u5275\u65b0\u901f\u5ea6\uff0c\u63a8\u52d5\u66f4\u8907\u96dc\u7684AI\u61c9\u7528\u5834\u666f\u7684\u5be6\u73fe\u3002<\/span><\/p>\n

 <\/p>\n

DeepSeek-R1\uff1a\u751f\u6210\u5f0fAI \u7684\u65b0\u91cc\u7a0b\u7891<\/h4>\n

DeepSeek-R1 \u7cfb\u5217\u6a21\u578b\u65bc2025 \u5e741 \u670820 \u65e5\u767c\u5e03\uff0c\u5305\u62ecDeepSeek-R1 \u548cDeepSeek-R1-Zero\uff0c\u5177\u5099\u9ad8\u90546710 \u5104\u53c3\u6578(671B)\uff0c\u4e26\u63a8\u51fa\u591a\u6b3e\u7d93\u904e\u84b8\u993e\u7684\u5c0f\u578b\u5316\u6a21\u578b\uff08DeepSeek-R1-Distill\uff09\uff0c\u53c3\u6578\u898f\u6a21\u5f9e15 \u5104(15B)\u4e0d\u7b49\u5230700B700B)\u3002\u9019\u4e9b\u6a21\u578b\u4ee5\u5176\u5353\u8d8a\u7684\u63a8\u7406\u80fd\u529b\u800c\u805e\u540d\uff0c\u5f97\u76ca\u65bc\u5275\u65b0\u7684\u5f37\u5316\u5b78\u7fd2\uff08RL\uff09\u8a13\u7df4\u6280\u8853\uff0c\u80fd\u5920\u4ee5\u66f4\u4f4e\u7684\u6210\u672c\u63d0\u4f9b\u5ab2\u7f8eOpenAI \u548c\u5176\u4ed6\u5546\u696d\u6a21\u578b\u7684\u6027\u80fd\u3002<\/p>\n

 <\/p>\n

DeepSeek-R1 \u7684\u6838\u5fc3\u4eae\u9ede\uff1a<\/strong><\/h4>\n
    \n
  1. \u5f37\u5316\u5b78\u7fd2\u7a81\u7834<\/strong>\uff1aDeepSeek-R1-Zero \u662f\u7b2c\u4e00\u500b\u5b8c\u5168\u57fa\u65bc\u5f37\u5316\u5b78\u7fd2\u800c\u975e\u76e3\u7763\u5fae\u8abf\uff08SFT\uff09\u8a13\u7df4\u7684\u6a21\u578b\uff0c\u5be6\u73fe\u4e86\u81ea\u6211\u9a57\u8b49\uff08self-verification\uff09\u53ca\u9577\u93c8\u63a8\u7406\uff08long chain-of-thought, CoT\uff09\u80fd\u529b\u3002<\/li>\n
  2. \u591a\u6a23\u5316\u7528\u9014<\/strong>\uff1a\u7121\u8ad6\u662f\u6578\u5b78\u63a8\u7406\u3001\u7a0b\u5f0f\u78bc\u7522\u751f\u6216\u901a\u7528\u63a8\u7406\uff0cDeepSeek-R1 \u90fd\u5728\u591a\u9805\u57fa\u6e96\u6e2c\u8a66\u4e2d\u8868\u73fe\u5353\u8d8a\uff0c\u751a\u81f3\u8d85\u8d8a\u4e86\u8a31\u591a\u884c\u696d\u9818\u5148\u6a21\u578b\u3002<\/li>\n
  3. \u9ad8\u6027\u50f9\u6bd4\u8207\u5f48\u6027<\/strong>\uff1aDeepSeek \u6a21\u5f0f\u7684\u6210\u672c\u50c5\u70ba\u540c\u985e\u5546\u696d\u6a21\u5f0f\u76845\u201310%\uff0c\u9069\u5408\u9700\u8981\u6709\u6548\u63a7\u5236\u958b\u652f\u7684\u4f01\u696d\u3002<\/li>\n<\/ol>\n

     <\/p>\n

    AWS Bedrock \u8207SageMaker AI\uff1a\u9748\u6d3b\u90e8\u7f72DeepSeek-R1<\/h4>\n

    AWS \u63d0\u4f9b\u4e86\u591a\u7a2e\u65b9\u5f0f\u4f86\u90e8\u7f72DeepSeek-R1 \u6a21\u578b\uff0c\u6eff\u8db3\u4e0d\u540c\u985e\u578b\u4f7f\u7528\u8005\u7684\u9700\u6c42\uff1a<\/p>\n

    1. Amazon Bedrock Marketplace<\/strong><\/p>\n

    AWS Bedrock \u662f\u4e00\u500b\u7121\u9700\u7ba1\u7406\u57fa\u790e\u67b6\u69cb(Serverless)\u7684\u670d\u52d9\uff0cDeepSeek-R1 \u6a21\u578b\u73fe\u5df2\u4e0a\u67b6Bedrock Marketplace\uff0c\u4f7f\u7528\u8005\u53ef\u76f4\u63a5\u900f\u904eAPI \u5feb\u901f\u6574\u5408\u81f3\u61c9\u7528\u7a0b\u5f0f\u4e2d\u3002<\/p>\n

      \n
    • \u7c21\u55ae\u4fbf\u6377<\/strong>\uff1a\u4f7f\u7528\u8005\u53ea\u9700\u5728Bedrock \u63a7\u5236\u53f0\u4e2d\u9078\u64c7DeepSeek-R1\uff0c\u914d\u7f6e\u7aef\u9ede\u540d\u7a31\u8207\u5be6\u4f8b\u985e\u578b\uff0c\u5373\u53ef\u90e8\u7f72\u6a21\u578b\u3002<\/li>\n
    • \u5b89\u5168\u53ef\u9760<\/strong>\uff1a\u900f\u904eBedrock Guardrails \u7b49\u5de5\u5177\uff0c\u4f7f\u7528\u8005\u53ef\u4ee5\u904e\u6ffe\u4e0d\u826f\u5167\u5bb9\uff0c\u78ba\u4fdd\u751f\u6210\u5f0fAI \u7684\u5b89\u5168\u6027\u8207\u5408\u898f\u6027\u3002<\/li>\n
    • \u5373\u6642\u6e2c\u8a66<\/strong>\uff1a\u4f7f\u7528\u8005\u53ef\u4f7f\u7528Bedrock Playground \u6e2c\u8a66\u6a21\u578b\u8f38\u51fa\uff0c\u512a\u5316\u63d0\u793a\u8a9e\u8a2d\u8a08\uff0c\u4ee5\u7372\u5f97\u6700\u4f73\u6548\u679c\u3002<\/li>\n<\/ul>\n

       <\/p>\n

      2. \u6df1\u5ea6\u84b8\u993e\u6a21\u578b\u7684\u5f48\u6027\u9078\u64c7<\/strong><\/p>\n

      DeepSeek-R1-Distill \u6a21\u578b\uff08\u57fa\u65bcLlama \u548cQwen \u8a13\u7df4\uff09\u73fe\u5df2\u652f\u63f4\u900f\u904eAmazon Bedrock Custom Model Import \u529f\u80fd\u9032\u884c\u90e8\u7f72\u3002\u9019\u4e9b\u6a21\u578b\u7d50\u5408\u4e86\u5927\u6a21\u578b\u7684\u5353\u8d8a\u63a8\u7406\u80fd\u529b\u8207\u5c0f\u6a21\u578b\u7684\u9ad8\u6548\u6027\uff0c\u9069\u5408\u9700\u8981\u66f4\u4f4e\u5ef6\u9072\u548c\u66f4\u9ad8\u6027\u50f9\u6bd4\u7684\u61c9\u7528\u5834\u666f\u3002\u540c\u6642\uff0c\u9019\u4e9b\u84b8\u993e\u6a21\u578b\u70ba\u5ba2\u6236\u63d0\u4f9b\u4e86\u66f4\u591a\u9078\u64c7\uff0c\u5c24\u5176\u662f\u90a3\u4e9b\u5c0d\u6210\u672c\u548c\u6027\u80fd\u9700\u6c42\u654f\u611f\u3001\u4e0d\u9700\u8981\u5927\u6a21\u578b\u7684\u4f01\u696d\u7528\u6236\uff0c\u80fd\u4ee5\u66f4\u7d93\u6fdf\u7684\u65b9\u5f0f\u6eff\u8db3\u5be6\u969b\u696d\u52d9\u9700\u6c42\u3002<\/p>\n

      \u7121\u8ad6\u662f\u5927\u578b\u6a21\u5f0f\u6216\u5c0f\u578b\u84b8\u993e\u6a21\u578b\uff0cDeepSeek-R1 \u7cfb\u5217\u90fd\u80fd\u6839\u64da\u5ba2\u6236\u7684\u4e0d\u540c\u9700\u6c42\u9748\u6d3b\u90e8\u7f72\uff0c\u5354\u52a9\u4f01\u696d\u5728\u751f\u6210\u5f0fAI \u4e2d\u627e\u5230\u6700\u9069\u5408\u7684\u89e3\u6c7a\u65b9\u6848\u3002<\/p>\n

      3. Amazon SageMaker JumpStart<\/strong><\/p>\n

       <\/p>\n\"\"<\/picture>\n

       <\/p>\n\"\"<\/picture>\n

       <\/p>\n

      SageMaker JumpStart \u662fAWS \u7684\u6a5f\u5668\u5b78\u7fd2\u4e2d\u5fc3\uff0c\u4f7f\u7528\u8005\u53ef\u4ee5\u5feb\u901f\u90e8\u7f72DeepSeek-R1 \u81f3SageMaker \u5e73\u53f0\u3002<\/p>\n

        \n
      • \u9ad8\u7d1a\u81ea\u8a02<\/strong>\uff1a\u9664\u4e86\u5feb\u901f\u90e8\u7f72\uff0cSageMaker \u9084\u652f\u63f4\u9032\u4e00\u6b65\u7684\u6a21\u578b\u5fae\u8abf\u8207\u6548\u80fd\u76e3\u63a7\uff0c\u9069\u5408\u6709\u7279\u5b9a\u9700\u6c42\u7684\u4f01\u696d\u3002<\/li>\n
      • \u5168\u9762\u6574\u5408<\/strong>\uff1aSageMaker \u63d0\u4f9b\u7684\u5de5\u5177\u5982Pipelines \u548cDebugger\uff0c\u53ef\u5354\u52a9\u4f7f\u7528\u8005\u66f4\u597d\u5730\u5206\u6790\u6a21\u578b\u8868\u73fe\u4e26\u9032\u884c\u71df\u904b\u63a7\u5236\u3002<\/li>\n<\/ul>\n

         <\/p>\n

        4. AWS Trainium \u548cInferentia \u7684\u9ad8\u6027\u50f9\u6bd4\u90e8\u7f72<\/strong>
        \n\u4f7f\u7528AWS \u7684Trainium \u548cInferentia \u6676\u7247\uff0c\u4f7f\u7528\u8005\u53ef\u4ee5\u5728Amazon EC2 \u4e0a\u904b\u884cDeepSeek-R1-Distill \u6a21\u578b\uff0c\u9032\u4e00\u6b65\u964d\u4f4e\u904b\u884c\u6210\u672c\uff0c\u540c\u6642\u4fdd\u6301\u9ad8\u6548\u80fd\u3002<\/p>\n

         <\/p>\n

        \u4f01\u696d\u61c9\u7528\u7684\u7406\u60f3\u9078\u64c7<\/h4>\n

         <\/p>\n

        \"\"<\/picture><\/figure>\n

         <\/p>\n

        <\/figcaption>DeepSeek-R1 \u7cfb\u5217\u6a21\u578b\u7684\u5f15\u5165\uff0c\u70ba\u5e0c\u671b\u63a2\u7d22\u751f\u6210\u5f0fAI \u61c9\u7528\u7684\u4f01\u696d\u5e36\u4f86\u4e86\u66f4\u591a\u9078\u64c7\u3002\u7121\u8ad6\u662f\u5feb\u901f\u6e2c\u8a66\u5275\u65b0\u9ede\u5b50\uff0c\u6216\u662f\u5927\u898f\u6a21\u63a8\u52d5\u751f\u6210\u5f0fAI \u89e3\u6c7a\u65b9\u6848\u843d\u5730\uff0cAWS \u63d0\u4f9b\u7684\u5168\u65b9\u4f4d\u5de5\u5177\u548cDeepSeek-R1 \u7684\u5f37\u5927\u6548\u80fd\uff0c\u90fd\u80fd\u5e6b\u52a9\u60a8\u8f15\u9b06\u9054\u6210\u76ee\u6a19\u3002<\/figure>","protected":false},"excerpt":{"rendered":"

        Amazon Web Services (AWS) \u518d\u6b21\u64f4\u5c55\u5176\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u6167\u65b9\u6848\uff0c\u6b63\u5f0f\u5f15\u5165\u4e2d\u570b\u65b0\u5275\u516c\u53f8DeepSeek \u7684\u6700\u65b0AI \u6a21\u578bDeepSeek-R1 \u7cfb\u5217\uff0c\u73fe\u5df2\u53ef\u5728AWS Bedrock \u548cAmazon SageMaker AI \u4e0a\u90e8\u7f72\u3002\u5728\u4eba\u5de5\u667a\u6167\u7684\u5feb\u901f\u767c\u5c55\u4e2d\uff0c\u6df1\u5ea6\u5b78\u7fd2\u6280\u8853\u5df2\u6210\u70ba\u63a8\u52d5\u5275\u65b0\u548c\u7522\u696d\u5347\u7d1a\u7684\u95dc\u9375\u9a45\u52d5\u529b\u3002 AWS Bedrock\u5e73\u53f0\u4f5c\u70ba\u9818\u5148\u7684\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u6167\u670d\u52d9\uff0c\u8fd1\u671f\u5f15\u5165\u4e86DeepSeek-R1\u6a21\u578b\uff0c\u9032\u4e00\u6b65\u5f37\u5316\u4e86\u5176\u5728\u6df1\u5ea6\u5b78\u7fd2\u9818\u57df\u7684\u6280\u8853\u80fd\u529b\u3002 DeepSeek-R1\u4e0d\u50c5\u5728\u904b\u7b97\u6548\u7387\u548c\u6a21\u578b\u7cbe\u5ea6\u4e0a\u8868\u73fe\u51fa\u8272\uff0c\u9084\u80fd\u70ba\u5404\u884c\u696d\u63d0\u4f9b\u66f4\u7cbe\u6e96\u548c\u9ad8\u6548\u7684AI\u89e3\u6c7a\u65b9\u6848\u3002\u900f\u904e\u9019\u9805\u5f37\u5927\u6a21\u578b\uff0cAWS Bedrock\u5c07\u5354\u52a9\u4f01\u696d\u52a0\u901f\u667a\u6167\u5316\u8f49\u578b\uff0c\u63d0\u5347\u5275\u65b0\u901f\u5ea6\uff0c\u63a8\u52d5\u66f4\u8907\u96dc\u7684AI\u61c9\u7528\u5834\u666f\u7684\u5be6\u73fe\u3002<\/p>","protected":false},"author":1,"featured_media":2645,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[65],"tags":[],"class_list":["post-2641","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\/2641","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=2641"}],"version-history":[{"count":0,"href":"https:\/\/aws-oncloudai.com\/zh_hk\/wp-json\/wp\/v2\/posts\/2641\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aws-oncloudai.com\/zh_hk\/wp-json\/wp\/v2\/media\/2645"}],"wp:attachment":[{"href":"https:\/\/aws-oncloudai.com\/zh_hk\/wp-json\/wp\/v2\/media?parent=2641"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aws-oncloudai.com\/zh_hk\/wp-json\/wp\/v2\/categories?post=2641"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aws-oncloudai.com\/zh_hk\/wp-json\/wp\/v2\/tags?post=2641"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}