{"id":3295,"date":"2026-03-12T14:16:17","date_gmt":"2026-03-12T06:16:17","guid":{"rendered":"https:\/\/www.starverse-ai.com\/guide\/archives\/3295"},"modified":"2026-03-12T14:16:17","modified_gmt":"2026-03-12T06:16:17","slug":"10%e5%88%86%e9%92%9f%e6%90%ad%e5%bb%ba%e7%a7%81%e6%9c%89autodl%ef%bc%9a%e6%98%9f%e5%ae%87%e6%99%ba%e7%ae%97gpu%e4%ba%91%e4%b8%bb%e6%9c%ba%e5%bc%80%e6%ba%90llama3-70b%e4%b8%80","status":"publish","type":"post","link":"https:\/\/www.starverse-ai.com\/guide\/archives\/3295","title":{"rendered":"10\u5206\u949f\u642d\u5efa\u201c\u79c1\u6709AutoDL\u201d\uff1a\u661f\u5b87\u667a\u7b97GPU\u4e91\u4e3b\u673a+\u5f00\u6e90llama3-70B\u4e00\u952e\u5373\u73a9\u6559\u7a0b"},"content":{"rendered":"
\"10\u5206\u949f\u642d\u5efa\u201c\u79c1\u6709AutoDL\u201d\uff1a\u661f\u5b87\u667a\u7b97GPU\u4e91\u4e3b\u673a+\u5f00\u6e90llama3-70B\u4e00\u952e\u5373\u73a9\u6559\u7a0b\"<\/figure>\n

10\u5206\u949f\u642d\u5efa\u201c\u79c1\u6709AutoDL\u201d\uff1a\u661f\u5b87\u667a\u7b97GPU\u4e91\u4e3b\u673a+\u5f00\u6e90llama3-70B\u4e00\u952e\u5373\u73a9\u6559\u7a0b<\/h1>\n
\n

\u201c\u5927\u6a21\u578b API \u592a\u8d35\u3001\u592a\u6162\u3001\u592a\u9650\u5236\uff1f\u201d\u2014\u2014\u4e0a\u5468\uff0c\u67d0\u5934\u90e8\u4e91\u5382\u5546\u518d\u6b21\u4e0a\u8c03 token \u8ba1\u8d39\uff0c\u5f00\u53d1\u8005\u5708\u4e00\u7247\u54c0\u568e\u3002\u4e0e\u5176\u88ab\u52a8\u6392\u961f\uff0c\u4e0d\u5982\u628a 700 \u4ebf\u53c2\u6570\u7684 Llama3 \u76f4\u63a5\u642c\u56de\u5bb6\u3002\u4eca\u5929\u8fd9\u7bc7\u5b9e\u6218\u8f6f\u6587\uff0c\u6559\u4f60 10 \u5206\u949f\u62e5\u6709\u4e00\u5957\u201c\u79c1\u6709 AutoDL\u201d\uff1a\u4ece\u6ce8\u518c\u5230\u5bf9\u5916\u63d0\u4f9b API\uff0c\u5168\u7a0b\u9f20\u6807\u70b9\u4e24\u4e0b\uff0c\u6210\u672c\u6700\u4f4e 0.03 \u5143\/1M token\uff0c\u6309\u5c0f\u65f6\u79df\u3001\u5305\u6708\u8fd8\u80fd\u8fd4\u73b0 20%\u3002<\/p>\n<\/blockquote>\n

\u4e00\u3001\u4e3a\u4ec0\u4e48\u73b0\u5728\u5c31\u8981\u201c\u79c1\u6709\u201d<\/h3>\n

\u8fc7\u53bb\u534a\u5e74\uff0c\u5f00\u6e90\u6a21\u578b\u8fed\u4ee3\u901f\u5ea6\u582a\u6bd4\u624b\u673a\u53d1\u5e03\u4f1a\uff1aLlama3-70B\u3001Qwen2-72B\u3001CodeLlama-34B\u2026\u2026\u6027\u80fd\u8ffd\u5e73\u751a\u81f3\u53cd\u8d85\u5546\u4e1a API\u3002\u4f46\u672c\u5730\u4e0b\u8f7d\u52a8\u8f84 140 GB\uff0c\u4e00\u5f20 4090 \u663e\u5b58\u585e\u4e0d\u4e0b\uff0c\u4e70 A100 \u53c8\u5f97\u597d\u51e0\u4e07\u3002GPU\u670d\u52a1\u5668\u79df\u7528\u6210\u4e3a\u552f\u4e00\u201c\u82b1\u5c0f\u94b1\u529e\u5927\u4e8b\u201d\u7684\u6377\u5f84\uff0c\u800c\u661f\u5b87\u667a\u7b97<\/a>\u628a\u95e8\u69db\u538b\u5230\u201c\u6709\u4fe1\u7528\u5361\u5c31\u80fd\u73a9\u201d\u3002<\/p>\n

\u4e8c\u3001\u661f\u5b87\u667a\u7b97\u662f\u8c01<\/h3>\n

\u661f\u5b87\u667a\u7b97\u4e13\u6ce8\u6784\u5efa AI \u667a\u7b97\u53ca\u5e94\u7528\u751f\u6001\u5e73\u53f0\uff0c\u805a\u5408 RTX 4090\u3001RTX 6000 Ada\u3001A100 \u7b49\u4e3b\u6d41 GPU\u4e91\u4e3b\u673a\uff0c\u5185\u7f6e 500+ \u516c\u5171\u6a21\u578b\u4e0e\u6570\u636e\u96c6\uff0c\u652f\u6301\u8de8\u5b9e\u4f8b\u5171\u4eab\u7684\u6301\u4e45\u5316\u4e91\u5b58\u50a8\u3002\u65b0\u7528\u6237\u6ce8\u518c\u5373\u9001 10 \u5143\u4f53\u9a8c\u91d1\uff0c0 \u5143\u5c31\u80fd\u8dd1\u901a 70B \u5927\u6a21\u578b\u3002\u5e73\u53f0\u540c\u65f6\u63d0\u4f9b\u4e00\u952e\u955c\u50cf\u3001Gradio \u81ea\u52a8\u751f\u6210\u3001\u5f00\u653e\u7aef\u53e3\u7b49\u4fdd\u59c6\u7ea7\u529f\u80fd\uff0c\u771f\u6b63\u628a\u201cAI \u5e94\u7528\u201d\u505a\u6210\u5373\u63d2\u5373\u7528\u7684\u81ea\u6765\u6c34\u3002<\/p>\n

\u4e09\u300110 \u5206\u949f\u5b9e\u6218\uff1aLlama3-70B \u4e00\u952e\u4e0a\u7ebf<\/h3>\n

0. \u51c6\u5907\u5de5\u4f5c<\/h4>\n
    \n
  1. \u6d4f\u89c8\u5668\u6253\u5f00 https:\/\/www.starverse-ai.com<\/a>\uff0c\u624b\u673a+\u9a8c\u8bc1\u7801 30 \u79d2\u5b8c\u6210\u6ce8\u518c\uff0c\u7cfb\u7edf\u7acb\u5373\u53d1\u653e 10 \u5143\u4f53\u9a8c\u91d1\u3002 <\/li>\n
  2. \u7ed1\u5b9a\u4fe1\u7528\u5361\u6216\u652f\u4ed8\u5b9d\uff0c\u540e\u7eed\u6309\u91cf\u8ba1\u8d39 1.8 \u5143\/\u65f6\uff0c\u5173\u673a\u5373\u505c\u8d39\uff1b\u5305\u6708\u66f4\u4eab 20% \u8fd4\u73b0\uff0c\u9002\u5408\u957f\u671f\u9879\u76ee\u3002 <\/li>\n<\/ol>\n

    1. \u9009\u5361<\/h4>\n

    \u63a7\u5236\u53f0\u70b9\u51fb\u300c\u521b\u5efa\u5b9e\u4f8b\u300d\u2192 \u955c\u50cf\u5e02\u573a\u641c\u7d22\u201cllama3-70B-gguf\u201d \u2192 \u786c\u4ef6\u9009\u62e9
    \n– \u5355\u5361\u65b9\u6848\uff1aRTX 6000 Ada 48G\uff0c\u53ef\u8dd1 4-bit \u91cf\u5316\u7248\uff0c\u6bcf\u5c0f\u65f6 1.8 \u5143\uff1b
    \n– \u591a\u5361\u65b9\u6848\uff1a2\u00d7RTX 6000 Ada\uff0cfp16 \u539f\u751f\u7cbe\u5ea6\uff0c\u6bcf\u5c0f\u65f6 3.6 \u5143\u3002
    \n\u7cfb\u7edf\u76d8\u9ed8\u8ba4 100 GB\uff0c\u6570\u636e\u76d8\u53ef\u989d\u5916\u6302\u8f7d    \u4e91\u786c\u76d8<\/a>\uff0c\u6a21\u578b\u6587\u4ef6\u79d2\u7ea7\u62f7\u8d1d\u3002<\/p>\n

    2. \u4e00\u952e\u955c\u50cf<\/h4>\n

    \u52fe\u9009\u201cllama3-70B-gguf\u201d\u955c\u50cf\uff0c\u5e73\u53f0\u5df2\u9884\u88c5
    \n– llama.cpp \u6700\u65b0\u7248\uff0c\u652f\u6301 CUDA 12.2\uff1b
    \n– Python 3.11\u3001FastAPI\u3001Gradio \u6a21\u677f\uff1b
    \n– 700 \u4ebf\u53c2\u6570 4-bit \u91cf\u5316\u6a21\u578b\uff0c\u4f53\u79ef 38 GB\uff0c\u52a0\u8f7d\u4ec5\u9700 45 \u79d2\u3002
    \n\u70b9\u51fb\u201c\u7acb\u5373\u521b\u5efa\u201d\uff0c30 \u79d2\u540e\u5b9e\u4f8b\u72b6\u6001\u53d8\u4e3a\u201c\u8fd0\u884c\u4e2d\u201d\u3002<\/p>\n

    3. \u5f00\u653e\u7aef\u53e3<\/h4>\n

    \u5b9e\u4f8b\u8be6\u60c5\u9875 \u2192 \u5b89\u5168\u7ec4 \u2192 \u6dfb\u52a0 TCP 8888 \u7aef\u53e3\uff0c\u6765\u6e90 0.0.0.0\/0\uff0c\u4fdd\u5b58\u5373\u53ef\u3002
    \n\u8fd9\u4e00\u6b65\u76f8\u5f53\u4e8e\u544a\u8bc9\u4e91\u4e3b\u673a\u201c\u5916\u90e8\u53ef\u4ee5\u8bbf\u95ee\u6211\u7684 API\u201d\u3002<\/p>\n

    4. Gradio \u754c\u9762<\/h4>\n

    SSH \u81ea\u52a8\u767b\u5f55\u811a\u672c\u5df2\u5199\u5165\u5f00\u673a\u4efb\u52a1\uff0c\u6d4f\u89c8\u5668\u8f93\u5165
    \nhttp:\/\/<\u516c\u7f51IP>:8888<\/code>
    \n\u5373\u53ef\u770b\u5230\u201cLlama3-70B Chat\u201d\u7f51\u9875\uff0c\u5de6\u4fa7\u8c03\u8282 max_tokens\u3001temperature\uff0c\u53f3\u4fa7\u5b9e\u65f6\u5bf9\u8bdd\u3002\u5168\u7a0b\u65e0\u9700\u5199\u4e00\u884c\u4ee3\u7801\uff0c\u771f\u6b63\u7684\u201cAI \u5e94\u7528\u201d\u5f00\u7bb1\u5373\u7528\u3002<\/p>\n

    5. Postman \u6d4b\u8bd5<\/h4>\n

    \u82e5\u8981\u628a\u6a21\u578b\u63a5\u5165\u81ea\u5bb6 APP\uff0c\u53ea\u9700\u628a Gradio \u80cc\u540e\u7684 FastAPI \u5730\u5740\u590d\u5236\u51fa\u6765\uff1a <\/p>\n

    POST http:\/\/<\u516c\u7f51IP>:8888\/api\/v1\/generate  \nContent-Type: application\/json  \n{"prompt":"\u5199\u4e00\u6bb5\u79d1\u6280\u8f6f\u6587\u5f00\u5934","max_tokens":512}  \n<\/code><\/pre>\n
    \u8fd4\u56de\u54cd\u5e94 600 ms\uff0c1M token \u5b9e\u6d4b\u6210\u672c <0.03 \u5143\uff0c\u6bd4\u5b98\u65b9 API \u4fbf\u5b9c 90%\u3002<\/p>\n
    \u56db\u3001\u8d39\u7528\u5bf9\u6bd4\uff1a\u4e3a\u4ec0\u4e48\u6562\u558a\u201c\u4e0d\u5230\u4e09\u5206\u94b1\u201d<\/h3>\n