{"id":53794,"date":"2025-02-16T17:40:24","date_gmt":"2025-02-16T09:40:24","guid":{"rendered":"https:\/\/fwq.ai\/blog\/53794\/"},"modified":"2025-02-16T17:40:24","modified_gmt":"2025-02-16T09:40:24","slug":"%e5%9c%a8cpu%e4%b8%8a%e8%bf%90%e8%a1%8cdeepseek-r1","status":"publish","type":"post","link":"https:\/\/fwq.ai\/blog\/53794\/","title":{"rendered":"\u5728CPU\u4e0a\u8fd0\u884cDeepSeek-R1"},"content":{"rendered":"<p>\u968f\u7740\u5bf9 AI \u9a71\u52a8\u5e94\u7528\u7a0b\u5e8f\u7684\u9700\u6c42\u4e0d\u65ad\u589e\u957f\uff0c\u5927\u578b\u8bed\u8a00\u6a21\u578b (LLM) \u5df2\u6210\u4e3a\u5404\u4e2a\u9886\u57df\u7684\u91cd\u8981\u5de5\u5177\u3002\u7136\u800c\uff0c\u5927\u591a\u6570\u8fd9\u4e9b\u6a21\u578b\u90fd\u9700\u8981\u5f3a\u5927\u7684 GPU \u624d\u80fd\u6709\u6548\u8fd0\u884c\uff0c\u8fd9\u4f7f\u5f97\u8bb8\u591a\u7528\u6237\u65e0\u6cd5\u4f7f\u7528\u5b83\u4eec\u3002<\/p>\n<p>\u5e76\u4e0d\u662f\u6bcf\u4e2a\u4eba\u90fd\u80fd\u4e70\u5f97\u8d77\u9ad8\u7aef GPU\uff0c\u800c\u4e14\u4ece\u957f\u8fdc\u6765\u770b\uff0c\u4e91\u670d\u52a1\u7684\u6210\u672c\u53ef\u80fd\u5f88\u9ad8\u3002\u5728 CPU \u4e0a\u8fd0\u884c LLM \u63d0\u4f9b\u4e86\u4e00\u79cd\u6269\u5927\u53ef\u8bbf\u95ee\u6027\u7684\u66ff\u4ee3\u65b9\u6848\uff0c\u5141\u8bb8\u66f4\u591a\u7528\u6237\u5728\u73b0\u6709\u786c\u4ef6\u4e0a\u5229\u7528 AI\u3002\u672c\u6307\u5357\u63a2\u8ba8\u4e86\u5728 CPU \u4e0a\u6709\u6548\u4f7f\u7528 DeepSeek R1 \u7684\u65b9\u6cd5\u3002<\/p>\n<h2>1\u3001\u4f7f\u7528 Ollama<\/h2>\n<p>Ollama \u662f\u4e00\u4e2a\u5e73\u53f0\uff0c\u5141\u8bb8\u5728\u672c\u5730\u8bbe\u5907\uff08\u5305\u62ec\u57fa\u4e8e CPU \u7684\u7cfb\u7edf\uff09\u4e0a\u63a8\u65ad\u5927\u578b\u8bed\u8a00\u6a21\u578b\u3002\u8981\u4f7f\u7528 Ollama \u8fd0\u884c DeepSeek R1\uff0c\u8bf7\u6309\u7167\u4ee5\u4e0b\u6b65\u9aa4\u64cd\u4f5c\uff1a<\/p>\n<h3>1.1 \u5b89\u88c5\u548c\u8bbe\u7f6e<\/h3>\n<p>\u4ece\u5176\u4e0b\u8f7d Ollama\uff1a<\/p>\n<p>\u6839\u636e\u4f60\u7684\u64cd\u4f5c\u7cfb\u7edf\u9009\u62e9\u9002\u5f53\u7684\u5b89\u88c5\u65b9\u6cd5\uff1a<\/p>\n<ul>\n<li>Linux\uff1a\u4f7f\u7528\u547d\u4ee4\u884c\u8bf4\u660e\u8fdb\u884c\u5b89\u88c5\u3002<\/li>\n<li>Windows\/Mac\uff1a\u6309\u7167\u8bbe\u7f6e\u8bf4\u660e\u4e0b\u8f7d\u5e76\u5b89\u88c5\u3002<\/li>\n<\/ul>\n<h3>1.2 \u4f7f\u7528 Ollama \u8fd0\u884c DeepSeek R1<\/h3>\n<p>\u901a\u8fc7\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u62c9\u53d6 DeepSeek R1 \u6a21\u578b\uff1a<\/p>\n<pre><code>olama pull deepseek-r1:1.5b # user having very basic system\n<\/code><\/pre>\n<p>\u8fd0\u884c\u8fc7\u7a0b\u5982\u4e0b\u56fe\u6240\u793a\uff1a<\/p>\n<p>\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u8fd0\u884c\u6a21\u578b\uff1a<\/p>\n<pre><code>olama run deepseek-r1:1.5b<\/code><\/pre>\n<p>\u6a21\u578b\u8fd0\u884c\u540e\uff0c\u4f60\u53ef\u4ee5\u901a\u8fc7\u952e\u5165\u67e5\u8be2\u76f4\u63a5\u4ece\u7ec8\u7aef\u5f00\u59cb\u4e0e\u5176\u4ea4\u4e92\u3002<\/p>\n<h2>2\u3001\u4f7f\u7528 Open WebUI<\/h2>\n<p>\u5bf9\u4e8e\u559c\u6b22\u56fe\u5f62\u754c\u9762\u800c\u4e0d\u662f\u547d\u4ee4\u884c\u4ea4\u4e92\u7684\u7528\u6237\uff0cOpen WebUI \u63d0\u4f9b\u4e86\u4e00\u79cd\u4e0e LLM \u4ea4\u4e92\u7684\u76f4\u89c2\u65b9\u5f0f\u3002<\/p>\n<h3>2.1 \u4f7f\u7528 Docker \u8bbe\u7f6e Open WebUI<\/h3>\n<p>\u786e\u4fdd\u4f60\u7684\u7cfb\u7edf\u4e0a\u5b89\u88c5\u4e86 Docker Desktop\u3002<\/p>\n<p>\u521b\u5efa\u4e00\u4e2a\u5305\u542b\u5fc5\u8981\u914d\u7f6e\u7684 docker-compose.yaml \u6587\u4ef6\uff1a<\/p>\n<pre><code>services:\n  ollama:\n    image: ollama\/ollama:latest\n    container_name: ollama\n    volumes:\n      - ollama:\/root\/.ollama\n    ports:\n      - \"11434:11434\"\n    restart: unless-stopped\n\n  open-webui:\n    image: ghcr.io\/open-webui\/open-webui:main\n    container_name: open-webui\n    ports:\n      - \"3000:8080\"\n    volumes:\n      - open-webui:\/app\/backend\/data\n    extra_hosts:\n      - \"host.docker.internal:host-gateway\"\n    restart: always\n\nvolumes:\n  ollama:\n    name: ollama\n  open-webui:\n    name: open-webui<\/code><\/pre>\n<ul>\n<li>\u4f7f\u7528 olama\/olama \u955c\u50cf\u7684 Ollama \u7684\u4e00\u4e2a\u670d\u52a1\u3002<\/li>\n<li>\u53e6\u4e00\u9879 Open WebUI \u670d\u52a1\uff0c\u4ece GitHub \u5bb9\u5668\u6ce8\u518c\u8868\u4e2d\u63d0\u53d6\u56fe\u50cf\u3002<\/li>\n<li>\u6620\u5c04\u6240\u9700\u7aef\u53e3\u4ee5\u542f\u7528 UI \u8bbf\u95ee\u3002<\/li>\n<\/ul>\n<p>\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u670d\u52a1\uff1a<\/p>\n<pre><code>docker-compose up<\/code><\/pre>\n<p>\uff08\u9996\u6b21\u8bbe\u7f6e\u53ef\u80fd\u9700\u8981\u5927\u7ea6 15-20 \u5206\u949f\u3002\uff09<\/p>\n<p>\u5bb9\u5668\u8fd0\u884c\u540e\uff0c\u6253\u5f00\u6d4f\u89c8\u5668\u5e76\u5bfc\u822a\u5230 <code>http:\/\/localhost:3000<\/code> \u3002\u5728\u51fa\u73b0\u63d0\u793a\u540e\uff0c\u8bf7\u521b\u5efa\u4e00\u4e2a\u5e10\u6237\uff1a<\/p>\n<p>\u4ece\u5217\u8868\u4e2d\u9009\u62e9 DeepSeek R1\uff1a<\/p>\n<p>\u901a\u8fc7\u7528\u6237\u53cb\u597d\u7684 WebUI \u5f00\u59cb\u4e0e\u6a21\u578b\u4ea4\u4e92\uff1a<\/p>\n<h2>3\u3001\u7ed3\u675f\u8bed<\/h2>\n<p>\u5728 CPU \u4e0a\u8fd0\u884c DeepSeek R1 \u800c\u65e0\u9700\u7f16\u5199\u4ee3\u7801\u662f\u4e00\u79cd\u65e0\u9700\u6602\u8d35\u7684 GPU \u5373\u53ef\u5229\u7528 AI \u529f\u80fd\u7684\u4fbf\u6377\u65b9\u5f0f\u3002\u65e0\u8bba\u662f\u901a\u8fc7 Ollama \u7684\u7b80\u5355\u7ec8\u7aef\u754c\u9762\u8fd8\u662f\u76f4\u89c2\u7684 WebUI \u8bbe\u7f6e\uff0c\u90fd\u6709\u591a\u79cd\u65b9\u6cd5\u53ef\u4ee5\u8f7b\u677e\u90e8\u7f72\u548c\u4e0e\u8fd9\u4e2a\u5f3a\u5927\u7684\u6a21\u578b\u4ea4\u4e92\u3002\u901a\u8fc7\u9075\u5faa\u4e0a\u8ff0\u6b65\u9aa4\uff0c\u60a8\u53ef\u4ee5\u5c06 DeepSeek R1 \u96c6\u6210\u5230\u60a8\u7684\u5de5\u4f5c\u6d41\u7a0b\u4e2d\uff0c\u5e76\u8f7b\u677e\u63a2\u7d22 AI \u9a71\u52a8\u63a8\u7406\u7684\u5de8\u5927\u53ef\u80fd\u6027<\/p>\n<hr>\n","protected":false},"excerpt":{"rendered":"<p>\u968f\u7740\u5bf9 AI \u9a71\u52a8\u5e94\u7528\u7a0b\u5e8f\u7684\u9700\u6c42\u4e0d\u65ad\u589e\u957f\uff0c\u5927\u578b\u8bed\u8a00\u6a21\u578b (LLM) \u5df2\u6210\u4e3a\u5404\u4e2a\u9886\u57df\u7684\u91cd\u8981\u5de5\u5177\u3002\u7136\u800c\uff0c\u5927\u591a\u6570\u8fd9\u4e9b\u6a21\u578b\u90fd\u9700\u8981\u5f3a\u5927\u7684 GPU \u624d\u80fd\u6709\u6548\u8fd0\u884c\uff0c\u8fd9\u4f7f\u5f97\u8bb8\u591a\u7528\u6237\u65e0\u6cd5\u4f7f\u7528\u5b83\u4eec\u3002 \u5e76\u4e0d\u662f\u6bcf\u4e2a\u4eba\u90fd\u80fd\u4e70\u5f97\u8d77\u9ad8\u7aef GPU\uff0c\u800c\u4e14\u4ece\u957f\u8fdc\u6765\u770b\uff0c\u4e91\u670d\u52a1\u7684\u6210\u672c\u53ef\u80fd\u5f88\u9ad8\u3002\u5728 CPU \u4e0a\u8fd0\u884c LLM \u63d0\u4f9b\u4e86\u4e00\u79cd\u6269\u5927\u53ef\u8bbf\u95ee\u6027\u7684\u66ff\u4ee3\u65b9\u6848\uff0c\u5141\u8bb8\u66f4\u591a\u7528\u6237\u5728\u73b0\u6709\u786c\u4ef6\u4e0a\u5229\u7528 AI\u3002\u672c\u6307\u5357\u63a2\u8ba8\u4e86\u5728 CPU \u4e0a\u6709\u6548\u4f7f\u7528 DeepSeek R1 \u7684\u65b9\u6cd5\u3002 1\u3001\u4f7f\u7528 Ollama Ollama \u662f\u4e00\u4e2a\u5e73\u53f0\uff0c\u5141\u8bb8\u5728\u672c\u5730\u8bbe\u5907\uff08\u5305\u62ec\u57fa\u4e8e CPU \u7684\u7cfb\u7edf\uff09\u4e0a\u63a8\u65ad\u5927\u578b\u8bed\u8a00\u6a21\u578b\u3002\u8981\u4f7f\u7528 Ollama \u8fd0\u884c DeepSeek R1\uff0c\u8bf7\u6309\u7167\u4ee5\u4e0b\u6b65\u9aa4\u64cd\u4f5c\uff1a 1.1 \u5b89\u88c5\u548c\u8bbe\u7f6e \u4ece\u5176\u4e0b\u8f7d Ollama\uff1a \u6839\u636e\u4f60\u7684\u64cd\u4f5c\u7cfb\u7edf\u9009\u62e9\u9002\u5f53\u7684\u5b89\u88c5\u65b9\u6cd5\uff1a Linux\uff1a\u4f7f\u7528\u547d\u4ee4\u884c\u8bf4\u660e\u8fdb\u884c\u5b89\u88c5\u3002 Windows\/Mac\uff1a\u6309\u7167\u8bbe\u7f6e\u8bf4\u660e\u4e0b\u8f7d\u5e76\u5b89\u88c5\u3002 1.2 \u4f7f\u7528 Ollama \u8fd0\u884c DeepSeek R1 \u901a\u8fc7\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u62c9\u53d6 DeepSeek R1 \u6a21\u578b\uff1a olama pull deepseek-r1:1.5b # user having very basic system [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13],"tags":[],"class_list":["post-53794","post","type-post","status-publish","format-standard","hentry","category-ai"],"_links":{"self":[{"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/posts\/53794","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/comments?post=53794"}],"version-history":[{"count":0,"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/posts\/53794\/revisions"}],"wp:attachment":[{"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/media?parent=53794"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/categories?post=53794"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/tags?post=53794"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}