{"id":3052,"date":"2025-05-15T15:42:40","date_gmt":"2025-05-15T07:42:40","guid":{"rendered":"https:\/\/aws-oncloudai.com\/?p=3052"},"modified":"2025-05-27T09:55:34","modified_gmt":"2025-05-27T01:55:34","slug":"aws-sagemaker-vs-bedrock-which-one-to-choose","status":"publish","type":"post","link":"https:\/\/aws-oncloudai.com\/zh_hk\/aws-sagemaker-vs-bedrock-which-one-to-choose\/","title":{"rendered":"AWS SageMaker vs Bedrock\uff1a\u8a72\u9078\u54ea\u4e00\u500b\uff1f"},"content":{"rendered":"

\u96a8\u8457\u751f\u6210\u5f0fAI \u7684\u5feb\u901f\u5d1b\u8d77\uff0c\u8d8a\u4f86\u8d8a\u591a\u4f01\u696d\u5e0c\u671b\u85c9\u52a9\u96f2\u7aef\u5de5\u5177\uff0c\u52a0\u901fAI \u61c9\u7528\u7684\u5efa\u7f6e\u8207\u843d\u5730\u3002 AWS \u4f5c\u70ba\u9818\u5148\u7684\u96f2\u7aef\u670d\u52d9\u4f9b\u61c9\u5546\uff0c\u63d0\u4f9b\u4e86\u5169\u6b3e\u6838\u5fc3AI \u670d\u52d9\uff1aAmazon SageMaker<\/strong> \u548c Amazon Bedrock<\/strong>\u3002\u5b83\u5011\u96d6\u7136\u540c\u5c6cAWS AI \u751f\u614b\u7cfb\u7d71\uff0c\u4f46\u5b9a\u4f4d\u622a\u7136\u4e0d\u540c\uff0c\u529f\u80fd\u8207\u9069\u7528\u5834\u666f\u4e5f\u6709\u660e\u986f\u5dee\u7570\u3002<\/p>\n

\u672c\u6587\u5c07\u570d\u7e5e\u8457\u300caws sagemaker vs bedrock<\/strong>\u300c\u9019\u500b\u6838\u5fc3\u95dc\u9375\u5b57\uff0c\u5f9e\u529f\u80fd\u3001\u6280\u8853\u67b6\u69cb\u5230\u61c9\u7528\u5834\u666f\uff0c\u5168\u9762\u89e3\u6790\u9019\u5169\u6b3e\u670d\u52d9\u7684\u5dee\u7570\uff0c\u4e26\u63d0\u4f9b\u5be6\u969b\u7684\u9078\u7528\u5efa\u8b70\uff0c\u5e6b\u52a9\u4f01\u696d\u660e\u78ba\u6280\u8853\u8def\u7dda\u3002<\/p>\n

 <\/p>\n

Amazon Bedrock\uff1a\u4f4e\u9580\u6abb\u3001\u5373\u958b\u5373\u7528\u7684\u751f\u6210\u5f0fAI \u670d\u52d9<\/h4>\n

Amazon Bedrock \u662f\u4e00\u9805\u91dd\u5c0d\u4f01\u696d\u8207\u958b\u767c\u8005\u7684\u5168\u8a17\u7ba1\u751f\u6210\u5f0fAI \u670d\u52d9<\/strong>\u3002\u900f\u904e\u5b83\uff0c\u4f60\u53ef\u4ee5\u7121\u9700\u7ba1\u7406\u5e95\u5c64\u6a21\u578b\u6216\u57fa\u790e\u8a2d\u65bd\uff0c\u76f4\u63a5\u8abf\u7528\u4f86\u81ea\u591a\u5bb6\u9818\u5148\u6a21\u578b\u63d0\u4f9b\u8005\uff08\u5982Anthropic\u3001Meta\u3001Mistral\u3001Stability AI \u53caAWS \u81ea\u7814\u7684Titan \u6a21\u578b\uff09\u7684LLM \u80fd\u529b\u3002<\/p>\n

 <\/p>\n

\"\"<\/p>\n

 <\/p>\n

\u6838\u5fc3\u512a\u52e2\uff1a<\/h5>\n
    \n
  • \u5373\u63d2\u5373\u7528\u7684\u591a\u6a21\u578b\u5b58\u53d6\u80fd\u529b<\/strong>\uff1a\u900f\u904e\u7d71\u4e00API \u63a5\u53e3\uff0c\u8f15\u9b06\u63a5\u5165Claude\u3001Llama \u7b49\u591a\u500b\u6a21\u578b\uff0c\u652f\u63f4\u591a\u6a21\u578bA\/B \u6e2c\u8a66\u3002<\/li>\n
  • \u7121\u9700\u6a21\u578b\u8a13\u7df4\u6216\u90e8\u7f72<\/strong>\uff1a\u5b8c\u5168\u8a17\u7ba1\uff0c\u7701\u53bb\u6a21\u578b\u7ba1\u7406\u8207\u7dad\u8b77\u6210\u672c\u3002<\/li>\n
  • \u8c50\u5bcc\u7684\u751f\u6210\u5f0fAI \u5de5\u5177\u96c6\u6210<\/strong>\uff1a\u652f\u63f4RAG\u3001Agents\u3001\u53cd\u61c9\u63a7\u5236\u3001\u6a21\u578b\u5fae\u8abf\u7b49\u80fd\u529b\uff0c\u65b9\u4fbf\u5feb\u901f\u5efa\u69cbAI \u61c9\u7528\u3002<\/li>\n
  • \u9ad8\u5ea6\u5b89\u5168\u8207\u5408\u898f<\/strong>\uff1a\u6574\u5408VPC\u3001IAM\u3001CloudTrail\u3001\u52a0\u5bc6\u7b49AWS \u539f\u751f\u5b89\u5168\u670d\u52d9\uff0c\u78ba\u4fdd\u4f01\u696d\u7d1a\u4f7f\u7528\u5b89\u5168\u3002<\/li>\n<\/ul>\n
    \u9069\u5408\u8ab0\u7528\uff1f<\/h5>\n
      \n
    • \u5e0c\u671b\u5feb\u901f\u6574\u5408AI \u529f\u80fd\u7684\u4f01\u696d\u8207\u958b\u767c\u5718\u968a<\/li>\n
    • \u6c92\u6709\u6a5f\u5668\u5b78\u7fd2\u5718\u968a\u6216\u4e0d\u60f3\u6295\u5165\u6a21\u578b\u8a13\u7df4\u8cc7\u6e90\u7684\u516c\u53f8<\/li>\n
    • \u9700\u8981\u6bd4\u8f03\u591a\u500b\u4e3b\u6d41\u5927\u6a21\u578b\uff0c\u9078\u51fa\u6700\u512a\u89e3\u7684\u5275\u65b0\u5718\u968a<\/li>\n
    • \u95dc\u6ce8\u6a21\u578b\u5b89\u5168\u3001\u5408\u898f\u3001\u7a69\u5b9a\u6027\u7684\u7522\u696d\u7528\u6236<\/li>\n<\/ul>\n

       <\/p>\n

      Amazon SageMaker\uff1a\u9748\u6d3b\u5f37\u5927\u7684\u6a5f\u5668\u5b78\u7fd2\u8a13\u7df4\u8207\u90e8\u7f72\u5e73\u53f0<\/h4>\n

      Amazon SageMaker \u662fAWS \u7684\u65d7\u8266\u6a5f\u5668\u5b78\u7fd2\u5e73\u53f0\uff0c\u63d0\u4f9b\u7aef\u5230\u7aef\u7684\u6a21\u578b\u5efa\u7f6e\u3001\u8a13\u7df4\u3001\u6700\u4f73\u5316\u8207\u90e8\u7f72\u80fd\u529b\u3002\u8207Bedrock \u4e0d\u540c\uff0c\u5b83\u662f\u91dd\u5c0d\u5177\u5099\u5c08\u696dML \u80fd\u529b\u7684\u7528\u6236\uff0c\u9069\u7528\u65bc\u5f9e\u96f6\u958b\u59cb\u6253\u9020\u5ba2\u88fd\u5316\u6a21\u578b\u7684\u5834\u666f\u3002<\/p>\n

       <\/p>\n

      \"\"<\/p>\n

       <\/p>\n

      \u6838\u5fc3\u512a\u52e2\uff1a<\/h5>\n
        \n
      • \u5168\u9762\u7684\u8a13\u7df4\u8207\u63a8\u7406\u80fd\u529b<\/strong>\uff1a\u652f\u63f4\u81ea\u8a02\u8a13\u7df4\u8173\u672c\u3001\u591a\u7a2e\u6f14\u7b97\u6cd5\u6846\u67b6\uff08\u5982PyTorch\u3001TensorFlow\u3001HuggingFace\uff09\u4ee5\u53ca\u6a21\u578b\u512a\u5316\u5de5\u5177\u3002<\/li>\n
      • \u7aef\u5c0d\u7aefMLOps \u5de5\u5177\u93c8<\/strong>\uff1a\u5305\u542bSageMaker Pipelines\u3001\u81ea\u52d5\u8d85\u53c3\u8abf\u512a\u3001\u6a21\u578b\u76e3\u63a7\u7b49\u529f\u80fd\uff0c\u53ef\u5354\u52a9\u4f01\u696d\u5efa\u7f6e\u7a69\u5b9a\u4e14\u6709\u6548\u7387\u7684ML \u5de5\u4f5c\u6d41\u7a0b\u3002<\/li>\n
      • \u652f\u63f4\u8a13\u7df4\u79c1\u6709Foundation Model<\/strong>\uff1a\u9069\u7528\u65bc\u5927\u898f\u6a21\u6a21\u578b\u7684\u500b\u4eba\u5316\u8a13\u7df4\u3002<\/li>\n
      • \u53ef\u64f4\u5145\u7684\u90e8\u7f72\u9078\u9805<\/strong>\uff1a\u5305\u62ec\u5373\u6642\u63a8\u7406\u3001\u6279\u91cf\u63a8\u7406\u548c\u908a\u7de3\u90e8\u7f72\uff0c\u6eff\u8db3\u4e0d\u540c\u696d\u52d9\u9700\u6c42\u3002<\/li>\n<\/ul>\n
        \u9069\u5408\u8ab0\u7528\uff1f<\/h5>\n
          \n
        • \u64c1\u6709\u6578\u64da\u79d1\u5b78\u5718\u968a\u3001\u5e0c\u671b\u5f9e\u96f6\u5efa\u7acbAI \u6a21\u578b\u7684\u4f01\u696d<\/li>\n
        • \u5728\u7279\u5b9a\u9818\u57df\uff08\u5982\u91ab\u7642\u3001\u91d1\u878d\u3001\u88fd\u9020\u696d\uff09\u9700\u8981\u8a13\u7df4\u7522\u696d\u5c08\u5c6c\u6a21\u578b<\/li>\n
        • \u5c0d\u8a13\u7df4\u53c3\u6578\u3001\u6a21\u578b\u7d50\u69cb\u3001\u63a8\u7406\u6027\u80fd\u6709\u7d30\u5fae\u63a7\u5236\u9700\u6c42\u7684\u7528\u6236<\/li>\n
        • \u9700\u8981\u6574\u5408\u81ea\u52d5\u5316ML \u6d41\u7a0b\u548c\u6cbb\u7406\u80fd\u529b\u7684\u5927\u578b\u4f01\u696d\u6216\u7814\u7a76\u6a5f\u69cb<\/li>\n<\/ul>\n

           <\/p>\n

          Amazon Bedrock vs SageMaker\uff1a\u6838\u5fc3\u5340\u5225\u6bd4\u8f03\u8868<\/h4>\n\n\n\n\n\n\n\n\n\n
          \u529f\u80fd\u7dad\u5ea6<\/strong><\/th>\nAmazon Bedrock<\/strong><\/td>\nAmazon SageMaker<\/strong><\/td>\n<\/tr>\n
          \u9762\u5411\u4eba\u7fa4<\/td>\n\u00a0\u958b\u767c\u8005\u3001\u7522\u54c1\u7d93\u7406\u3001\u4f01\u696d\u61c9\u7528\u5718\u968a<\/td>\n\u8cc7\u6599\u79d1\u5b78\u5bb6\u3001ML \u5de5\u7a0b\u5e2b<\/td>\n<\/tr>\n
          \u6a21\u578b\u985e\u578b<\/td>\n\u7b2c\u4e09\u65b9LLM\uff08Claude\u3001Llama \u7b49\uff09<\/td>\n\u81ea\u8a02\u6a21\u578b\u3001\u958b\u6e90\u6a21\u578b\u3001\u79c1\u6709\u5927\u6a21\u578b<\/td>\n<\/tr>\n
          \u4f7f\u7528\u9580\u6abb<\/td>\n\u4f4e\uff0c\u7121\u9700\u6a21\u578b\u8a13\u7df4\u7d93\u9a57<\/td>\n\u8f03\u9ad8\uff0c\u9700\u638c\u63e1ML \u67b6\u69cb\u548c\u6d41\u7a0b<\/td>\n<\/tr>\n
          \u8a13\u7df4\u8207\u90e8\u7f72\u80fd\u529b<\/td>\n\u4e0d\u652f\u63f4\u672c\u5730\u8a13\u7df4\uff0c\u50c5\u652f\u63f4\u547c\u53eb\u6a21\u578b<\/td>\n\u652f\u63f4\u5168\u6d41\u7a0b\u8a13\u7df4\u3001\u90e8\u7f72\u8207\u512a\u5316<\/td>\n<\/tr>\n
          \u5f48\u6027\u8207\u63a7\u5236\u6b0a<\/td>\n\u4f4e\uff0c\u8a17\u7ba1\u5f0f\u670d\u52d9<\/td>\n\u9ad8\uff0c\u81ea\u8a02\u80fd\u529b\u5f37<\/td>\n<\/tr>\n
          \u5b89\u5168\u5408\u898f\u652f\u6301<\/td>\n\u539f\u751fAWS \u96c6\u6210\uff0c\u652f\u63f4\u4f01\u696d\u7d1a\u5b89\u5168\u63a7\u5236<\/td>\n\u53ef\u900f\u904e\u914d\u7f6e\u6eff\u8db3\u5b89\u5168\u8207\u5408\u898f\u8981\u6c42<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

           <\/p>\n

          \u4f7f\u7528\u5834\u666f\u5c0d\u7167\uff1a\u54ea\u500b\u670d\u52d9\u6bd4\u8f03\u9069\u5408\u4f60\uff1f<\/h4>\n\n\n\n\n\n\n\n\n\n
          \u4f7f\u7528\u9700\u6c42<\/strong><\/td>\n\u63a8\u85a6\u670d\u52d9<\/strong><\/td>\n<\/tr>\n
          \u60f3\u5feb\u901f\u4e0a\u7dda\u4e00\u500bAI \u554f\u7b54\u52a9\u624b\uff0c\u7121\u9700\u81ea\u8a02\u6a21\u578b<\/td>\nAmazon Bedrock<\/td>\n<\/tr>\n
          \u64c1\u6709ML \u5718\u968a\uff0c\u60f3\u8a13\u7df4\u7cbe\u6e96\u7684\u96fb\u5546\u63a8\u85a6\u7cfb\u7d71<\/td>\nAmazon SageMaker<\/td>\n<\/tr>\n
          \u5e0c\u671b\u6e2c\u8a66\u591a\u500bLLM\uff08\u5982Claude \u8207Llama\uff09\u7684\u751f\u6210\u8868\u73fe<\/td>\nAmazon Bedrock<\/td>\n<\/tr>\n
          \u60f3\u5efa\u7acb\u4e00\u500b\u91ab\u7642NLP \u6a21\u578b\uff0c\u4e26\u512a\u5316\u5176\u63a8\u7406\u6027\u80fd<\/td>\nAmazon SageMaker<\/td>\n<\/tr>\n
          \u53ea\u9700\u547c\u53ebClaude API \u5be6\u73fe\u667a\u6167\u6587\u6848\u751f\u6210<\/td>\nAmazon Bedrock<\/td>\n<\/tr>\n
          \u5c0dGPU \u8a13\u7df4\u8cc7\u6e90\u3001\u8a13\u7df4\u7ba1\u63a7\u8207\u7248\u672c\u6cbb\u7406\u6709\u9ad8\u8981\u6c42<\/td>\nAmazon SageMaker<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

           <\/p>\n

          \u7e3d\u7d50\uff1aAWS SageMaker vs Bedrock\uff0c\u8ab0\u662f\u4f60\u7684\u6700\u4f73\u9078\u64c7\uff1f<\/h4>\n
            \n
          • \u5982\u679c\u4f60\u60f3\u5feb\u901f\u5efa\u7acb\u751f\u6210\u5f0fAI \u61c9\u7528<\/strong>\uff0c\u4e0d\u5e0c\u671b\u81ea\u5df1\u7ba1\u7406\u6a21\u578b\uff0c\u4e14\u6ce8\u91cd\u5b89\u5168\u5408\u898f\u6027\u2014\u2014 Amazon Bedrock \u66f4\u9069\u5408\u4f60<\/strong>\u3002<\/li>\n
          • \u5982\u679c\u4f60\u5177\u5099\u4e00\u5b9a\u7684\u6a5f\u5668\u5b78\u7fd2\u57fa\u790e\uff0c\u9700\u8981\u8a13\u7df4\u5ba2\u88fd\u5316\u6a21\u578b\u3001\u63a7\u5236\u6a21\u578b\u67b6\u69cb\u8207\u6d41\u7a0b<\/strong> \u2014\u2014 Amazon SageMaker \u662f\u4f60\u7684\u6700\u4f73\u9078\u64c7<\/strong>\u3002<\/li>\n<\/ul>\n

            AWS \u900f\u904e SageMaker + Bedrock<\/strong> \u7684\u7d44\u5408\uff0c\u70ba\u4e0d\u540c\u968e\u6bb5\u3001\u4e0d\u540c\u6280\u8853\u80fd\u529b\u7684\u4f01\u696d\u63d0\u4f9b\u4e86\u5b8c\u6574\u7684AI \u89e3\u6c7a\u65b9\u6848\u8def\u5f91\u3002\u5f9e\u300c\u958b\u7bb1\u5373\u7528\u300d\u7684\u751f\u6210\u5f0fAI\uff0c\u5230\u300c\u6df1\u5ea6\u5ba2\u88fd\u5316\u300d\u7684\u6a5f\u5668\u5b78\u7fd2\u5e73\u53f0\uff0c\u5354\u52a9\u4f01\u696d\u5728AI \u6642\u4ee3\u6293\u4f4f\u5148\u6a5f\u3001\u6301\u7e8c\u5275\u65b0\u3002<\/p>\n

            \u5982\u9700\u4e86\u89e3\u66f4\u591aAWS AI \u7522\u54c1\u9078\u578b\u5efa\u8b70\uff0c\u6216\u53d6\u5f97\u6280\u8853\u5c0d\u63a5\u652f\u6301\uff0c\u6b61\u8fce\u806f\u7d61\u6383\u63cf\u9801\u9762\u5e95\u90e8\u4e8c\u7dad\u78bc\u806f\u7d61\u6211\u5011\u5718\u968a\uff0c\u53d6\u5f97\u4f01\u696d\u5c08\u5c6c\u65b9\u6848\uff01<\/p>","protected":false},"excerpt":{"rendered":"

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