{"id":36312,"date":"2025-05-09T09:11:07","date_gmt":"2025-05-09T01:11:07","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/36312.html"},"modified":"2025-05-09T09:11:07","modified_gmt":"2025-05-09T01:11:07","slug":"%e5%8d%8e%e4%b8%ba%e6%98%87%e8%85%be%e6%9c%8d%e5%8a%a1%e5%99%a8%e5%ae%89%e8%a3%85xinference%e8%af%a6%e7%bb%86%e8%ae%b0%e5%bd%95%ef%bc%8c310p-npu%e6%85%8e%e7%94%a8%ef%bc%81","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/36312.html","title":{"rendered":"\u534e\u4e3a\u6607\u817e\u670d\u52a1\u5668\u5b89\u88c5Xinference\u8be6\u7ec6\u8bb0\u5f55\uff0c310P NPU\u614e\u7528\uff01"},"content":{"rendered":"<\/p>\n<h4>\u534e\u4e3a\u6607\u817e\u670d\u52a1\u5668\u5b89\u88c5Xinference\u8be6\u7ec6\u8bb0\u5f55<\/h4>\n<ul>\n<li>\n<ul>\n<li>\n<ul>\n<li>\u5f00\u59cb\u5b89\u88c5<\/li>\n<li>\u542f\u52a8\u5bb9\u5668<\/li>\n<li>\u8fdb\u5165\u5bb9\u5668<\/li>\n<li>Xinf\u542f\u52a8\u6a21\u578b<\/li>\n<li>\u6d4b\u8bd5<\/li>\n<li>\u63a8\u7406\u6d4b\u8bd5<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p> \u6ce8\u610f&#xff1a;\u622a\u6b622025\u5e744\u670814\u65e5&#xff0c;310P3 NPU&#xff0c;Xinference\u793e\u533a\u7248\u63a8\u7406LLM\u901f\u5ea6\u975e\u5e38\u6162&#xff0c;\u5efa\u8bae\u5b89\u88c5MindIE&#xff08;<br \/>\n\u8df3\u8f6c&#xff09; <\/p>\n<p>&#xff01;&#xff01;&#xff01;\u65e0\u7279\u522b\u9700\u6c42&#xff0c;\u5c3d\u91cf\u90fd\u9009\u7528MindIE\u3002\u4eb2\u6d4bMindIE\u6027\u80fd &gt; vllm-ascend\u3002&#xff01;&#xff01;&#xff01;<\/p>\n<p>\u76ee\u524dvllm\u652f\u6301\u60c5\u51b5&#xff1a; Currently, ONLY Atlas A2 series (Ascend-cann-kernels-910b) are supported: Atlas A2 Training series (Atlas 800T A2, Atlas 900 A2 PoD, Atlas 200T A2 Box16, Atlas 300T A2) Atlas 800I A2 Inference series (Atlas 800I A2) Below series are NOT supported yet: Atlas 300I Duo\u3001Atlas 300I Pro (Ascend-cann-kernels-310p) might be supported on 2025.Q2 Atlas 200I A2 (Ascend-cann-kernels-310b) unplanned yet Ascend 910, Ascend 910 Pro B (Ascend-cann-kernels-910) unplanned yet<\/p>\n<h4>\u5f00\u59cb\u5b89\u88c5<\/h4>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/05\/20250509011100-681d56244f060.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>Xinference\u9700\u8981\u914d\u7f6e\u9a71\u52a8\u3001torch\u3001torch-npu\u7b49\u73af\u5883&#xff0c;\u6700\u7b80\u5355\u7684\u65b9\u6cd5\u662f\u5957\u7528MindIE\u955c\u50cf\u3002\u7701\u7565\u4e0b\u8f7d\u5bb9\u5668&#xff0c;\u8be6\u60c5\u89c1&#xff08;\u8df3\u8f6c&#xff09;<\/p>\n<h4>\u542f\u52a8\u5bb9\u5668<\/h4>\n<p>docker run -it -d &#8211;net&#061;host &#8211;shm-size&#061;1g  \\\\<br \/>\n    &#8211;name Xinf \\\\<br \/>\n    &#8211;device \/dev\/davinci0 \\\\<br \/>\n    &#8211;device \/dev\/davinci1 \\\\<br \/>\n    &#8211;device \/dev\/davinci2 \\\\<br \/>\n    &#8211;device \/dev\/davinci3 \\\\<br \/>\n    &#8211;device \/dev\/davinci4 \\\\<br \/>\n    &#8211;device \/dev\/davinci5 \\\\<br \/>\n    &#8211;device \/dev\/davinci6 \\\\<br \/>\n    &#8211;device \/dev\/davinci7 \\\\<br \/>\n    &#8211;device \/dev\/davinci_manager \\\\<br \/>\n    &#8211;device \/dev\/devmm_svm \\\\<br \/>\n    &#8211;device \/dev\/hisi_hdc \\\\<br \/>\n    -v \/usr\/local\/dcmi:\/usr\/local\/dcmi \\\\<br \/>\n    -v \/usr\/local\/bin\/npu-smi:\/usr\/local\/bin\/npu-smi \\\\<br \/>\n    -v \/usr\/local\/Ascend\/driver\/lib64\/:\/usr\/local\/Ascend\/driver\/lib64\/ \\\\<br \/>\n    -v \/usr\/local\/Ascend\/driver\/version.info:\/usr\/local\/Ascend\/driver\/version.info \\\\<br \/>\n    -v \/etc\/ascend_install.info:\/etc\/ascend_install.info \\\\<br \/>\n    -v \/data\/modelscope\/hub\/models\/deepseek-ai:\/data\/models \\\\<br \/>\n    -it  swr.cn-south-1.myhuaweicloud.com\/ascendhub\/mindie:1.0.0-300I-Duo-py311-openeuler24.03-lts bash<\/p>\n<h4>\u8fdb\u5165\u5bb9\u5668<\/h4>\n<p>docker exec -it Xinf bash<\/p>\n<p>\u67e5\u770b\u663e\u5361\u662f\u5426\u6b63\u5e38&#xff1a; <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/05\/20250509011100-681d562461e8e.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u8fd0\u884c\u5982\u4e0b\u547d\u4ee4\u67e5\u770b&#xff0c;\u5982\u679c\u6b63\u5e38\u8fd0\u884c&#xff0c;\u4f1a\u6253\u5370\u6607\u817e NPU \u7684\u4e2a\u6570\u3002<\/p>\n<p>python -c &#034;import torch; import torch_npu; print(torch.npu.device_count())&#034;<\/p>\n<p>\u5f00\u59cb\u5b89\u88c5Xinference<\/p>\n<p>pip3 install xinference -i https:\/\/pypi.tuna.tsinghua.edu.cn\/simple<\/p>\n<p>\u7248\u672c\u53c2\u8003&#xff1a; torch 2.1.0&#043;cpu torch-npu 2.1.0.post10 torchvision 0.16.0 xinference 1.4.1<\/p>\n<p>\u542f\u52a8Xinference<\/p>\n<p>xinference-local &#8211;host 0.0.0.0 &#8211;port 9997<br \/>\n\u540e\u53f0\u8fd0\u884c&#xff1a;<br \/>\nnohup xinference-local &#8211;host 0.0.0.0 &#8211;port 9997 &gt; xinference.log 2&gt;&amp;1 &amp;<\/p>\n<p>\u542f\u52a8\u6210\u529f&#xff01;<\/p>\n<h4>Xinf\u542f\u52a8\u6a21\u578b<\/h4>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/05\/20250509011101-681d562584dd6.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h4>\u6d4b\u8bd5<\/h4>\n<p>curl -X &#039;POST&#039; \\\\<br \/>\n  &#039;http:\/\/127.0.0.1:9997\/v1\/chat\/completions&#039; \\\\<br \/>\n  -H &#039;accept: application\/json&#039; \\\\<br \/>\n  -H &#039;Content-Type: application\/json&#039; \\\\<br \/>\n  -d &#039;{<br \/>\n    &#034;model&#034;: &#034;DS14b&#034;,<br \/>\n    &#034;stream&#034;: true,<br \/>\n    &#034;messages&#034;: [<br \/>\n        {<br \/>\n            &#034;role&#034;: &#034;system&#034;,<br \/>\n            &#034;content&#034;: &#034;You are a helpful assistant.&#034;<br \/>\n        },<br \/>\n        {<br \/>\n            &#034;role&#034;: &#034;user&#034;,<br \/>\n            &#034;content&#034;: &#034;What is the largest animal?&#034;<br \/>\n        }<br \/>\n    ]<br \/>\n  }&#039;<\/p>\n<p>Xinference\u914d\u7f6e\u5982\u4e0b&#xff1a; <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/05\/20250509011102-681d5626e034b.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/05\/20250509011103-681d5627c2aa6.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h4>\u63a8\u7406\u6d4b\u8bd5<\/h4>\n<p>\u6b63\u5e38&#xff01;\u4f46\u662f\u975e\u5e38\u975e\u5e38\u975e\u5e38\u975e\u5e38\u975e\u5e38\u6162&#xff0c;\u6839\u672c\u4e0d\u80fd\u4f7f\u7528\u3002 \u5982\u679c\u4f60\u662f310P NPU\u6700\u597d\u5c31\u662f\u4f7f\u7528MindIE\u4e86\u3002 Xinference\u4f01\u4e1a\u7248\u6216\u5347\u7ea7\u6607\u817e\u7684\u8bad\u7ec3\u5361NPU&#xff1f; \u6210\u672c\u8f83\u9ad8\u4e86&#xff01; <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/05\/20250509011104-681d5628991f9.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u53c2\u8003\u94fe\u63a5&#xff1a; https:\/\/github.com\/Ascend\/pytorch\/issues\/49<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6d4f\u89c8\u9605\u8bfb532\u6b21\uff0c\u70b9\u8d5e4\u6b21\uff0c\u6536\u85cf9\u6b21\u3002Xinference\u9700\u8981\u914d\u7f6e\u9a71\u52a8\u3001torch\u3001torch-npu\u7b49\u73af\u5883\uff0c\u6700\u7b80\u5355\u7684\u65b9\u6cd5\u662f\u5957\u7528MindIE\u955c\u50cf\u3002\u7701\u7565\u4e0b\u8f7d\u5bb9\u5668\uff0c\u8be6\u60c5\u89c1\uff08\u6ce8\u610f\uff1a\u622a\u6b622025\u5e744\u670814\u65e5\uff0c310P3 NPU\uff0cXinference\u793e\u533a\u7248\u63a8\u7406LLM\u901f\u5ea6\u975e\u5e38\u6162\uff0c\u5efa\u8bae\u5b89\u88c5MindIE\uff08\u65e0\u7279\u522b\u9700\u6c42\uff0c\u5c3d\u91cf\u90fd\u9009\u7528MindIE\u3002\u4eb2\u6d4bMindIE\u6027\u80fd &gt; vllm-ascend\u3002\u8fd0\u884c\u5982\u4e0b\u547d\u4ee4\u67e5\u770b\uff0c\u5982\u679c\u6b63\u5e38\u8fd0\u884c\uff0c\u4f1a\u6253\u5370\u6607\u817e NPU \u7684\u4e2a\u6570\u3002\u4f46\u662f\u975e\u5e38\u6162\uff0c\u6839\u672c\u4e0d\u80fd\u4f7f\u7528\u3002\u5f00\u59cb\u5b89\u88c5Xinference\u3002\u542f\u52a8Xinference\u3002_xinference\u5f00\u6e90\u7248\u90e8\u7f72\u534e\u4e3a\u6607\u817e310b\u4e0a<\/p>\n","protected":false},"author":2,"featured_media":36306,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[1646,841,50,67,86,224],"topic":[],"class_list":["post-36312","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-gpt","tag-transformer","tag-50","tag-67","tag-86","tag-224"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u534e\u4e3a\u6607\u817e\u670d\u52a1\u5668\u5b89\u88c5Xinference\u8be6\u7ec6\u8bb0\u5f55\uff0c310P NPU\u614e\u7528\uff01 - 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