{"id":2545,"date":"2025-02-11T17:53:25","date_gmt":"2025-02-11T09:53:25","guid":{"rendered":"https:\/\/aws-oncloudai.com\/?p=2545"},"modified":"2025-02-11T17:54:09","modified_gmt":"2025-02-11T09:54:09","slug":"atcdmx","status":"publish","type":"post","link":"https:\/\/aws-oncloudai.com\/zh_hk\/atcdmx\/","title":{"rendered":"AWS \u63a8\u51faDeepSeek-R1 \u6a21\u578b"},"content":{"rendered":"<p>\u96a8\u8457\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u6167\u61c9\u7528\u7684\u898f\u6a21\u64f4\u5927\uff0c\u904b\u7b97\u6210\u672c\u771f\u7684\u5f88\u91cd\u8981\u3002\u4eba\u5011\u975e\u5e38\u6e34\u671b\u66f4\u597d\u7684\u6027\u50f9\u6bd4\u3002\u7b2c\u4e8c\uff0c\u5efa\u7acb\u4e00\u500b\u771f\u6b63\u512a\u79c0\u7684\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u6167\u61c9\u7528\u5176\u5be6\u76f8\u7576\u56f0\u96e3\u3002\u7b2c\u4e09\uff0c\u7576\u6211\u5011\u8b93\u5efa\u69cb\u8005\u81ea\u7531\u9078\u64c7\u4ed6\u5011\u60f3\u505a\u7684\u4e8b\u60c5\u6642\uff0c\u6240\u4f7f\u7528\u7684\u6a21\u578b\u662f\u591a\u6a23\u5316\u7684\u3002\u4e9e\u99ac\u905c\u63d0\u4f9b\u7684\u5ee3\u6cdb\u800c\u6df1\u5165\u7684\u6a21\u578b\u4f7f\u5ba2\u6236\u80fd\u5920\u9078\u64c7\u6700\u80fd\u6eff\u8db3\u5176\u7368\u7279\u9700\u6c42\u7684\u7cbe\u78ba\u529f\u80fd\u3002\u900f\u904e\u5bc6\u5207\u95dc\u6ce8\u5ba2\u6236\u9700\u6c42\u548c\u6280\u8853\u9032\u6b65\uff0cAWS \u5b9a\u671f\u64f4\u5c55\u6211\u5011\u7cbe\u9078\u7684\u6a21\u578b\uff0c\u5c07\u6709\u524d\u666f\u7684\u65b0\u6a21\u578b\u8207\u6210\u719f\u7684\u884c\u696d\u71b1\u9580\u6a21\u578b\u7d50\u5408\u3002\u9019\u7a2e\u9ad8\u6548\u80fd\u548c\u5dee\u7570\u5316\u6a21\u578b\u7522\u54c1\u7684\u6301\u7e8c\u64f4\u5c55\u6709\u52a9\u65bc\u5ba2\u6236\u59cb\u7d42\u7ad9\u5728AI \u5275\u65b0\u7684\u524d\u6cbf\u3002<\/p>\n<p><strong>\u73fe\u5728\uff0c\u60a8\u53ef\u4ee5\u5728Amazon Bedrock\u548cAmazon SageMaker AI<\/strong>\u4e2d\u90e8\u7f72DeepSeek-R1 \u6a21\u578b\u3002 Amazon Bedrock \u6700\u9069\u5408\u5e0c\u671b\u900f\u904eAPI \u5feb\u901f\u6574\u5408\u9810\u5148\u8a13\u7df4\u7684\u57fa\u790e\u6a21\u578b\u7684\u5718\u968a\u3002 Amazon SageMaker AI \u975e\u5e38\u9069\u5408\u9700\u8981\u9032\u968e\u81ea\u8a02\u3001\u8a13\u7df4\u548c\u90e8\u7f72\u4e26\u4e14\u53ef\u4ee5\u5b58\u53d6\u5e95\u5c64\u57fa\u790e\u67b6\u69cb\u7684\u7d44\u7e54\u3002\u6b64\u5916\uff0c\u60a8\u9084\u53ef\u4ee5\u4f7f\u7528AWS Trainium\u548cAWS Inferentia\u900f\u904eAmazon Elastic Compute Cloud (Amazon EC2)\u6216Amazon SageMaker AI\u4ee5\u7d93\u6fdf\u9ad8\u6548\u7684\u65b9\u5f0f\u90e8\u7f72DeepSeek-R1-Distill \u6a21\u578b\u3002<\/p>\n<p>\u501f\u52a9AWS\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528DeepSeek-R1 \u6a21\u578b\u5efa\u7acb\u3001\u8a66\u9a57\u548c\u8ca0\u8cac\u4efb\u5730\u64f4\u5c55\u60a8\u7684\u751f\u6210\u5f0fAI \u5275\u610f\uff0c\u53ea\u9700\u6295\u5165\u6700\u5c11\u7684\u57fa\u790e\u8a2d\u65bd\u6295\u8cc7\uff0c\u5373\u53ef\u4f7f\u7528\u9019\u7a2e\u5f37\u5927\u3001\u7d93\u6fdf\u9ad8\u6548\u7684\u6a21\u578b\u3002\u60a8\u9084\u53ef\u4ee5\u900f\u904e\u5efa\u7acb\u5c08\u70ba\u5b89\u5168\u6027\u800c\u8a2d\u8a08\u7684AWS \u670d\u52d9\uff0c\u81ea\u4fe1\u5730\u63a8\u52d5\u751f\u6210\u5f0fAI \u5275\u65b0\u3002\u6211\u5011\u5f37\u70c8\u5efa\u8b70\u60a8\u5c07DeepSeek-R1 \u6a21\u578b\u7684\u90e8\u7f72\u8207Amazon Bedrock Guardrails\u96c6\u6210\uff0c\u70ba\u60a8\u7684\u751f\u6210\u5f0fAI \u61c9\u7528\u7a0b\u5f0f\u589e\u52a0\u4e00\u5c64\u4fdd\u8b77\uff0cAmazon Bedrock \u548cAmazon SageMaker AI \u5ba2\u6236\u90fd\u53ef\u4ee5\u4f7f\u7528\u5b83\u3002<\/p>\n<p>\u73fe\u5728\u60a8\u53ef\u4ee5\u9078\u64c7\u5982\u4f55\u5728AWS \u4e0a\u90e8\u7f72DeepSeek-R1 \u6a21\u578b\uff0c\u65b9\u5f0f\u6709\u4ee5\u4e0b\u5e7e\u7a2e\uff1a<\/p>\n<p><strong>1.DeepSeek-R1 \u6a21\u578b\u7684Amazon Bedrock Marketplace<\/strong><\/p>\n<p><strong>2.DeepSeek-R1 \u6a21\u578b\u7684Amazon SageMaker JumpStart<\/strong><\/p>\n<p><strong>3.DeepSeek-R1-Distill \u6a21\u578b\u7684Amazon Bedrock Cust om Model Import<\/strong><\/p>\n<p><strong>4.\u7528\u65bcDeepSeek-R1-Distill \u6a21\u578b\u7684Amazon EC2 Trn1 \u5be6\u4f8b<\/strong>\u3002<\/p>\n<p>\u672c\u6587\u53ef\u5354\u52a9\u60a8\u4e86\u89e3\u5728AWS \u4e0a\u958b\u59cb\u4f7f\u7528DeepSeek-R1 \u6a21\u578b\u7684\u5404\u7a2e\u65b9\u6cd5\u3002\u7121\u8ad6\u662f\u5efa\u7acb\u7b2c\u4e00\u500bAI \u61c9\u7528\u7a0b\u5f0f\u9084\u662f\u64f4\u5c55\u73fe\u6709\u89e3\u6c7a\u65b9\u6848\uff0c\u9019\u4e9b\u65b9\u6cd5\u90fd\u53ef\u4ee5\u6839\u64da\u60a8\u5718\u968a\u7684\u5c08\u696d\u77e5\u8b58\u548c\u8981\u6c42\u63d0\u4f9b\u9748\u6d3b\u7684\u8d77\u9ede\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><strong>1. Amazon Bedrock Marketplace \u4e2d\u7684DeepSeek-R1 \u6a21\u578b<\/strong><br \/>\nAmazon Bedrock Marketplace\u63d0\u4f9b100 \u591a\u7a2e\u6d41\u884c\u3001\u65b0\u8208\u548c\u5c08\u696dFM\uff0c\u4ee5\u53caAmazon Bedrock \u4e2d\u7576\u524d\u7cbe\u9078\u7684\u884c\u696d\u9818\u5148\u6a21\u578b\u3002\u53ef\u4ee5\u8f15\u9b06\u5730\u5728\u55ae\u4e00\u76ee\u9304\u4e2d\u767c\u73fe\u6a21\u578b\uff0c\u8a02\u95b1\u6a21\u578b\uff0c\u7136\u5f8c\u5728\u8a17\u7ba1\u7d42\u7aef\u7bc0\u9ede\u4e0a\u90e8\u7f72\u6a21\u578b\u3002<\/p>\n<p>\u8981\u5b58\u53d6Amazon Bedrock Marketplace \u4e2d\u7684DeepSeek-R1 \u6a21\u578b\uff0c\u8acb\u524d\u5f80Amazon Bedrock \u63a7\u5236\u53f0\u4e26\u9078\u64c7<b>Foundation \u6a21\u578b<\/b>\u90e8\u5206\u4e0b\u7684<b>\u6a21\u578b\u76ee\u9304<\/b>\u3002\u53ef\u4ee5\u900f\u904e\u641c\u5c0b\u6216\u6309\u6a21\u578b\u63d0\u4f9b\u8005\u7be9\u9078\u4f86\u5feb\u901f\u627e\u5230DeepSeek\u3002<b><\/b><\/p>\n<p>&nbsp;<\/p>\n<p><img fetchpriority=\"high\" decoding=\"async\" class=\"aligncenter size-full wp-image-93436\" src=\"https:\/\/d2908q01vomqb2.cloudfront.net\/da4b9237bacccdf19c0760cab7aec4a8359010b0\/2025\/01\/30\/2025-deepseek-r1-on-aws-3-bedrock-marketplace.png\" alt=\"\" width=\"2365\" height=\"1022\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>\u5728\u67e5\u770b\u5305\u62ec\u6a21\u578b\u529f\u80fd\u548c\u5be6\u65bd\u6307\u5357\u5728\u5167\u7684\u6a21\u578b\u8a73\u7d30\u8cc7\u8a0a\u9801\u9762\u5f8c\uff0c\u53ef\u4ee5\u900f\u904e\u63d0\u4f9b\u7aef\u9ede\u540d\u7a31\u3001\u9078\u64c7\u5be6\u4f8b\u6578\u91cf\u548c\u9078\u64c7\u5be6\u4f8b\u985e\u578b\u4f86\u76f4\u63a5\u90e8\u7f72\u6a21\u578b\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-93437\" src=\"https:\/\/d2908q01vomqb2.cloudfront.net\/da4b9237bacccdf19c0760cab7aec4a8359010b0\/2025\/01\/30\/2025-deepseek-r1-on-aws-3-bedrock-marketplace-deploy.png\" alt=\"\" width=\"2154\" height=\"1201\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>\u9084\u53ef\u4ee5\u914d\u7f6e\u9032\u968e\u9078\u9805\uff0c\u4ee5\u4fbf\u81ea\u8a02DeepSeek-R1 \u6a21\u578b\u7684\u5b89\u5168\u6027\u548c\u57fa\u790e\u8a2d\u65bd\u8a2d\u7f6e\uff0c\u5305\u62ecVPC \u7db2\u8def\u3001\u670d\u52d9\u89d2\u8272\u6b0a\u9650\u548c\u52a0\u5bc6\u8a2d\u7f6e\u3002\u5c0d\u65bc\u751f\u7522\u90e8\u7f72\uff0c\u61c9\u8a72\u6aa2\u67e5\u9019\u4e9b\u8a2d\u5b9a\u4ee5\u7b26\u5408\u7d44\u7e54\u7684\u5b89\u5168\u548c\u5408\u898f\u6027\u8981\u6c42\u3002<\/p>\n<p>\u501f\u52a9Amazon Bedrock Guardrails\uff0c\u53ef\u4ee5\u7368\u7acb\u8a55\u4f30\u4f7f\u7528\u8005\u8f38\u5165\u548c\u6a21\u578b\u8f38\u51fa\u3002\u53ef\u4ee5\u900f\u904e\u904e\u6ffe\u751f\u6210\u5f0fAI \u61c9\u7528\u7a0b\u5f0f\u4e2d\u4e0d\u826f\u548c\u6709\u5bb3\u7684\u5167\u5bb9\uff0c\u4f7f\u7528\u5b9a\u7fa9\u7684\u7b56\u7565\u96c6\u63a7\u5236\u4f7f\u7528\u8005\u8207DeepSeek-R1 \u4e4b\u9593\u7684\u4e92\u52d5\u3002 Amazon Bedrock Marketplace \u4e2d\u7684DeepSeek-R1 \u6a21\u578b\u53ea\u80fd\u8207Bedrock \u7684ApplyGuardrail API\u4e00\u8d77\u4f7f\u7528\uff0c\u4ee5\u8a55\u4f30Amazon Bedrock \u4ee5\u5916\u53ef\u7528\u7684\u81ea\u8a02\u548c\u7b2c\u4e09\u65b9FM \u7684\u4f7f\u7528\u8005\u8f38\u5165\u548c\u6a21\u578b\u56de\u61c9\u3002\u8981\u4e86\u89e3\u66f4\u591a\u4fe1\u606f\uff0c\u8acb\u95b1\u8b80\u4f7f\u7528Amazon Bedrock Guardrails \u5be6\u65bd\u7368\u7acb\u65bc\u6a21\u578b\u7684\u5b89\u5168\u63aa\u65bd\u3002<\/p>\n<p>Amazon Bedrock Guardrails \u9084\u53ef\u4ee5\u8207\u5176\u4ed6Bedrock \u5de5\u5177\uff08\u5305\u62ecAmazon Bedrock Agents\u548cAmazon Bedrock Knowledge Bases\uff09\u96c6\u6210\uff0c\u4ee5\u5efa\u7acb\u7b26\u5408\u8ca0\u8cac\u4efbAI \u653f\u7b56\u7684\u66f4\u5b89\u5168\u3001\u66f4\u53ef\u9760\u7684\u751f\u6210\u5f0fAI \u61c9\u7528\u7a0b\u5f0f\u3002\u8981\u4e86\u89e3\u66f4\u591a\u4fe1\u606f\uff0c\u8acb\u8a2a\u554fAWS \u8ca0\u8cac\u4efbAI\u9801\u9762\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><b>2. Amazon SageMaker JumpStart \u4e2d\u7684DeepSeek-R1 \u6a21\u578b<\/b><br \/>\nAmazon SageMaker JumpStart\u662f\u4e00\u500b\u6a5f\u5668\u5b78\u7fd2(ML) \u4e2d\u5fc3\uff0c\u5177\u6709FM\u3001\u5167\u5efa\u6f14\u7b97\u6cd5\u548c\u9810\u5148\u5efa\u7f6e\u7684ML \u89e3\u6c7a\u65b9\u6848\uff0c\u60a8\u53ea\u9700\u9ede\u64ca\u5e7e\u4e0b\u5373\u53ef\u90e8\u7f72\u3002\u8981\u5728SageMaker JumpStart \u4e2d\u90e8\u7f72DeepSeek-R1\uff0c\u60a8\u53ef\u4ee5\u5728SageMaker Unified Studio\u3001 SageMaker Studio\u3001 SageMaker AI \u63a7\u5236\u53f0\u4e2d\u767c\u73feDeepSeek-R1 \u6a21\u578b\uff0c\u6216\u900f\u904eSageMaker Python SDK\u4ee5\u7a0b\u5f0f\u8a2d\u8a08\u65b9\u5f0f\u3002<\/p>\n<p>\u5728Amazon SageMaker AI \u63a7\u5236\u53f0\u4e2d\uff0c\u958b\u555fSageMaker Studio \u4e26\u9078\u64c7<b>JumpStart<\/b><code>DeepSeek-R1<\/code>\u00a0\uff0c\u7136\u5f8c\u5728<b>\u6240\u6709\u516c\u5171\u6a21\u578b<\/b>\u9801\u9762\u4e2d\u641c\u5c0b\u201c \u201d \u3002<\/p>\n<p>&nbsp;<\/p>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-93438\" src=\"https:\/\/d2908q01vomqb2.cloudfront.net\/da4b9237bacccdf19c0760cab7aec4a8359010b0\/2025\/01\/30\/2025-deepseek-r1-on-aws-5-sagemaker-jumpstart.png\" alt=\"\" width=\"2585\" height=\"1735\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>\u53ef\u4ee5\u9078\u64c7\u6a21\u578b\u4e26\u9078\u64c7\u90e8\u7f72\u4ee5\u4f7f\u7528\u9810\u8a2d\u8a2d\u5b9a\u5efa\u7acb\u7aef\u9ede\u3002\u7576\u7aef\u9ede\u8655\u65bc<b>InService<\/b>\u72c0\u614b\u6642\uff0c\u53ef\u4ee5\u900f\u904e\u5411\u5176\u7aef\u9ede\u767c\u9001\u8acb\u6c42\u4f86\u9032\u884c\u63a8\u7406\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-93439\" src=\"https:\/\/d2908q01vomqb2.cloudfront.net\/da4b9237bacccdf19c0760cab7aec4a8359010b0\/2025\/01\/30\/2025-deepseek-r1-on-aws-6-sagemaker-jumpstart-deploy.png\" alt=\"\" width=\"2441\" height=\"1736\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>\u53ef\u4ee5\u4f7f\u7528Amazon SageMaker AI\u529f\u80fd\uff08\u4f8b\u5982Amazon SageMaker Pipelines\u3001Amazon SageMaker Debugger\u6216\u5bb9\u5668\u65e5\u8a8c\uff09\u4f86\u7372\u5f97\u6a21\u578b\u6548\u80fd\u548cML \u64cd\u4f5c\u63a7\u5236\u3002\u6b64\u6a21\u578b\u90e8\u7f72\u5728AWS \u5b89\u5168\u74b0\u5883\u4e2d\u4e26\u53d7\u60a8\u7684\u865b\u64ec\u79c1\u6709\u96f2(VPC) \u63a7\u5236\uff0c\u6709\u52a9\u65bc\u652f\u63f4\u8cc7\u6599\u5b89\u5168\u3002<\/p>\n<p>\u8207Bedrock Marketpalce \u4e00\u6a23\uff0c\u53ef\u4ee5\u4f7f\u7528<code>ApplyGuardrail<\/code>SageMaker JumpStart \u4e2d\u7684API \u5c07\u751f\u6210\u5f0fAI \u61c9\u7528\u7a0b\u5f0f\u7684\u9632\u8b77\u63aa\u65bd\u8207DeepSeek-R1 \u6a21\u578b\u5206\u958b\u3002\u73fe\u5728\uff0c\u53ef\u4ee5\u5728\u4e0d\u547c\u53ebFM \u7684\u60c5\u6cc1\u4e0b\u4f7f\u7528\u9632\u8b77\u63aa\u65bd\uff0c\u7121\u8ad6\u4f7f\u7528\u54ea\u7a2e\u6a21\u578b\uff0c\u9019\u90fd\u70ba\u5c07\u6a19\u6e96\u5316\u4e14\u7d93\u904e\u5168\u9762\u6e2c\u8a66\u7684\u4f01\u696d\u9632\u8b77\u63aa\u65bd\u66f4\u591a\u5730\u6574\u5408\u5230\u60a8\u7684\u61c9\u7528\u7a0b\u5f0f\u6d41\u7a0b\u4e2d\u6253\u958b\u4e86\u5927\u9580\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><b>3. \u4f7f\u7528Amazon Bedrock Custom Model Import \u5efa\u69cbDeepSeek-R1-Distill \u6a21\u578b<\/b><br \/>\nAmazon Bedrock Custom Model Import\u5141\u8a31\u900f\u904e\u55ae\u4e00\u7121\u4f3a\u670d\u5668\u7d71\u4e00API \u532f\u5165\u548c\u4f7f\u7528\u81ea\u8a02\u6a21\u578b\u4ee5\u53ca\u73fe\u6709FM\uff0c\u800c\u7121\u9700\u7ba1\u7406\u5e95\u5c64\u57fa\u790e\u67b6\u69cb\u3002\u501f\u52a9Amazon Bedrock Custom Model Import\uff0c\u53ef\u4ee5\u532f\u5165\u5305\u542b15 \u5104\u5230700 \u5104\u500b\u53c3\u6578\u7684DeepSeek-R1-Distill \u6a21\u578b\u3002<\/p>\n<p>\u5c07\u9019\u4e9b\u516c\u958b\u53ef\u7528\u7684\u6a21\u578b\u5132\u5b58\u5728Amazon Simple Storage Service (Amazon S3)\u5132\u5b58\u6876\u6216Amazon SageMaker \u6a21\u578b\u767b\u9304\u4e2d\u5f8c\uff0c\u524d\u5f80Amazon Bedrock \u63a7\u5236\u53f0\u4e2d<b>\u57fa\u790e\u6a21\u578b<\/b>\u4e0b\u7684<b>\u5c0e\u5165\u6a21\u578b<\/b>\uff0c\u7136\u5f8c\u900f\u904eAmazon Bedrock \u5c07\u5176\u532f\u5165\u4e26\u90e8\u7f72\u5230\u5b8c\u5168\u8a17\u7ba1\u7684\u7121\u4f3a\u670d\u5668\u74b0\u5883\u4e2d\u3002\u9019\u7a2e\u7121\u4f3a\u670d\u5668\u65b9\u6cd5\u7121\u9700\u7ba1\u7406\u57fa\u790e\u8a2d\u65bd\uff0c\u540c\u6642\u63d0\u4f9b\u4f01\u696d\u7d1a\u5b89\u5168\u6027\u548c\u53ef\u64f4\u5145\u6027\u3002<b><\/b><\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-93428\" src=\"https:\/\/d2908q01vomqb2.cloudfront.net\/da4b9237bacccdf19c0760cab7aec4a8359010b0\/2025\/01\/30\/2025-deepseek-r1-on-aws-4-bedrock-custom-model-import.png\" alt=\"\" width=\"2424\" height=\"887\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><strong>2 \u67081 \u65e5\u66f4\u65b0<\/strong>\u2013 \u532f\u5165\u63d0\u7149\u6a21\u578b\u5f8c\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528Bedrock playground \u4f86\u4e86\u89e3\u63d0\u7149\u6a21\u578b\u5c0d\u60a8\u7684\u8f38\u5165\u7684\u53cd\u61c9\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-93479\" src=\"https:\/\/d2908q01vomqb2.cloudfront.net\/da4b9237bacccdf19c0760cab7aec4a8359010b0\/2025\/02\/02\/bedrock-customer-model-import-playground-1.jpg\" alt=\"\" width=\"1887\" height=\"1182\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><b>4. \u4f7f\u7528AWS Trainium \u548cAWS Inferentia \u7684DeepSeek-R1-Distill \u6a21\u578b<\/b><br \/>\nAWS Deep Learning AMI (DLAMI)\u63d0\u4f9b\u81ea\u8a02\u6a5f\u5668\u6620\u50cf\uff0c\u53ef\u5728\u5404\u7a2eAmazon EC2 \u57f7\u884c\u500b\u9ad4\u4e2d\u4f7f\u7528\u9019\u4e9b\u6620\u50cf\u9032\u884c\u6df1\u5ea6\u5b78\u7fd2\uff0c\u5f9e\u5c0f\u578bCPU \u57f7\u884c\u500b\u9ad4\u5230\u6700\u65b0\u7684\u9ad8\u6548\u80fd\u591aGPU \u57f7\u884c\u500b\u9ad4\u3002\u60a8\u53ef\u4ee5\u5728AWS Trainuim1 \u6216AWS Inferentia2 \u5be6\u4f8b\u4e0a\u90e8\u7f72DeepSeek-R1-Distill \u6a21\u578b\u4ee5\u7372\u5f97\u6700\u4f73\u6027\u50f9\u6bd4\u3002<\/p>\n<p>\u9996\u5148\uff0c\u524d\u5f80Amazon EC2 \u63a7\u5236\u53f0<code>trn1.32xlarge<\/code>\u4e26\u4f7f\u7528\u540d\u70baDeep Learning AMI Neuron (Ubuntu 22.04) \u7684Neuron Multi Framework DLAMI\u555f\u52d5EC2 \u57f7\u884c\u500b\u9ad4\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-93429\" src=\"https:\/\/d2908q01vomqb2.cloudfront.net\/da4b9237bacccdf19c0760cab7aec4a8359010b0\/2025\/01\/30\/2025-deepseek-r1-on-aws-7-ec2-instance.png\" alt=\"\" width=\"2394\" height=\"1504\" \/><\/p>\n<p>\u9023\u63a5\u5230\u5df2\u555f\u52d5\u7684ec2 \u5be6\u4f8b\u5f8c\uff0c\u5b89\u88ddvLLM\uff08\u7528\u65bc\u670d\u52d9\u5927\u578b\u8a9e\u8a00\u6a21\u578b(LLM)\u7684\u958b\u6e90\u5de5\u5177\uff09\uff0c\u4e26\u5f9eHugging Face \u4e0b\u8f09DeepSeek-R1-Distill \u6a21\u578b\u3002\u60a8\u53ef\u4ee5\u4f7f\u7528vLLM \u90e8\u7f72\u6a21\u578b\u4e26\u547c\u53eb\u6a21\u578b\u4f3a\u670d\u5668\u3002<\/p>\n<h3><b>\u4e86\u89e3\u4e8b\u9805<\/b><\/h3>\n<h3>\u4ee5\u4e0b\u662f\u9700\u8981\u4e86\u89e3\u7684\u4e00\u4e9b\u91cd\u8981\u4e8b\u9805\u3002<\/h3>\n<ul>\n<li><b>\u5b9a\u50f9<\/b>\u2013 \u5c0d\u65bcDeepSeek-R1 \u7b49\u516c\u958b\u53ef\u7528\u7684\u6a21\u578b\uff0c\u53ea\u9700\u6839\u64da\u70baAmazon Bedrock Markeplace\u3001Amazon SageMaker JumpStart \u548cAmazon EC2 \u9078\u64c7\u7684\u63a8\u7406\u5be6\u4f8b\u5c0f\u6642\u6578\u652f\u4ed8\u57fa\u790e\u8a2d\u65bd\u50f9\u683c\u3002\u5c0d\u65bcBedrock \u81ea\u8a02\u6a21\u578b\u5c0e\u5165\uff0c\u53ea\u9700\u6839\u64da\u81ea\u8a02\u6a21\u578b\u7684\u6d3b\u8e8d\u526f\u672c\u6578\u91cf\u652f\u4ed8\u6a21\u578b\u63a8\u7406\u8cbb\u7528\uff0c\u4ee55 \u5206\u9418\u70ba\u55ae\u4f4d\u8a08\u8cbb\u3002\u8981\u4e86\u89e3\u66f4\u591a\u4fe1\u606f\uff0c\u8acb\u67e5\u770bAmazon Bedrock \u5b9a\u50f9\u3001Amazon SageMaker AI \u5b9a\u50f9\u548cAmazon EC2 \u5b9a\u50f9\u9801\u9762\u3002<\/li>\n<li><b>\u8cc7\u6599\u5b89\u5168<\/b><b>\u00a0<\/b>\u2013 \u60a8\u53ef\u4ee5\u4f7f\u7528Amazon Bedrock \u548cAmazon SageMaker \u4e2d\u7684\u4f01\u696d\u7d1a\u5b89\u5168\u529f\u80fd\u4f86\u5354\u52a9\u60a8\u78ba\u4fdd\u8cc7\u6599\u548c\u61c9\u7528\u7a0b\u5f0f\u7684\u5b89\u5168\u6027\u548c\u79c1\u5bc6\u6027\u3002\u9019\u610f\u5473\u8457\u60a8\u7684\u8cc7\u6599\u4e0d\u6703\u8207\u6a21\u578b\u63d0\u4f9b\u8005\u5171\u4eab\uff0c\u4e5f\u4e0d\u6703\u7528\u65bc\u6539\u9032\u6a21\u578b\u3002\u9019\u9069\u7528\u65bc\u6240\u6709\u6a21\u578b\uff08\u5c08\u6709\u548c\u516c\u958b\u53ef\u7528\uff09\uff0c\u4f8b\u5982Amazon Bedrock \u548cAmazon SageMaker \u4e0a\u7684DeepSeek-R1 \u6a21\u578b\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><strong>\u603b\u7ed3<\/strong><\/h3>\n<p>DeepSeek \u6a21\u578b\u4ee3\u8868\u4e86AWS \u5728AI \u9818\u57df\u7684\u524d\u6cbf\u5275\u65b0\uff0c\u70ba\u5404\u884c\u696d\u63d0\u4f9b\u4e86\u5f37\u5927\u7684\u6578\u64da\u6d1e\u5bdf\u80fd\u529b\u3002\u7121\u8ad6\u662f\u52a0\u901f\u6c7a\u7b56\u904e\u7a0b\u3001\u63d0\u5347\u696d\u52d9\u667a\u6167\u5316\uff0c\u6216\u662f\u512a\u5316\u5ba2\u6236\u9ad4\u9a57\uff0cDeepSeek \u90fd\u80fd\u70ba\u4f01\u696d\u5e36\u4f86\u5de8\u5927\u7684\u50f9\u503c\u3002\u70ba\u4e86\u5e6b\u52a9\u66f4\u591a\u4f01\u696d\u65e9\u65e5\u9ad4\u9a57\u9019\u9805\u9818\u5148\u6280\u8853\uff0c\u6211\u5011\u516c\u53f8\u73fe\u63a8\u51fa\u7279\u5225\u512a\u60e0\uff0c\u70ba\u60a8\u63d0\u4f9b\u5c08\u5c6c\u7684\u8aee\u8a62\u548c\u90e8\u7f72\u652f\u63f4\u670d\u52d9\u3002\u900f\u904e\u6211\u5011\uff0c\u60a8\u53ef\u4ee5\u5728\u6700\u77ed\u7684\u6642\u9593\u5167\u5c07DeepSeek \u6a21\u578b\u61c9\u7528\u65bc\u5be6\u969b\u5834\u666f\uff0c\u5354\u52a9\u696d\u52d9\u8f49\u578b\u8207\u63d0\u5347\u7af6\u722d\u529b\u3002\u900f\u904e\u9801\u9762\u5e95\u90e8\u6383\u78bc\u806f\u7d61\u6211\u5011\uff0c\u4ee5\u4e86\u89e3\u66f4\u591a\u512a\u60e0\u8a73\u60c5\u3002<\/p>","protected":false},"excerpt":{"rendered":"<p>\u96a8\u8457\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u6167\u61c9\u7528\u7684\u898f\u6a21\u64f4\u5927\uff0c\u904b\u7b97\u6210\u672c\u771f\u7684\u5f88\u91cd\u8981\u3002\u4eba\u5011\u975e\u5e38\u6e34\u671b\u66f4\u597d\u7684\u6027\u50f9\u6bd4\u3002\u7b2c\u4e8c\uff0c\u5efa\u7acb\u4e00\u500b\u771f\u6b63\u512a\u79c0\u7684\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u6167\u61c9\u7528\u5176\u5be6\u76f8\u7576\u56f0\u96e3\u3002\u7b2c\u4e09\uff0c\u7576\u6211\u5011\u8b93\u5efa\u69cb\u8005\u81ea\u7531\u9078\u64c7\u4ed6\u5011\u60f3\u505a\u7684\u4e8b\u60c5\u6642\uff0c\u6240\u4f7f\u7528\u7684\u6a21\u578b\u662f\u591a\u6a23\u5316\u7684\u3002\u4e9e\u99ac\u905c\u63d0\u4f9b\u7684\u5ee3\u6cdb\u800c\u6df1\u5165\u7684\u6a21\u578b\u4f7f\u5ba2\u6236\u80fd\u5920\u9078\u64c7\u6700\u80fd\u6eff\u8db3\u5176\u7368\u7279\u9700\u6c42\u7684\u7cbe\u78ba\u529f\u80fd\u3002\u900f\u904e\u5bc6\u5207\u95dc\u6ce8\u5ba2\u6236\u9700\u6c42\u548c\u6280\u8853\u9032\u6b65\uff0cAWS 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