{"id":90,"date":"2026-06-07T08:11:15","date_gmt":"2026-06-07T08:11:15","guid":{"rendered":"https:\/\/www.skillnotes.cloud\/?p=90"},"modified":"2026-06-07T08:12:02","modified_gmt":"2026-06-07T08:12:02","slug":"%e4%bd%bf%e7%94%a8llama-cpp%e5%9c%a8cpu%e8%ae%a1%e7%ae%97%e6%9c%ba%e8%bf%90%e8%a1%8cqwen3%e6%a8%a1%e5%9e%8b","status":"publish","type":"post","link":"https:\/\/www.skillnotes.cloud\/?p=90","title":{"rendered":"\u4f7f\u7528llama.cpp\u5728CPU\u8ba1\u7b97\u673a\u8fd0\u884cQwen3\u6a21\u578b"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li>\u4e0b\u8f7d\u6a21\u578b\u63a8\u7406\u5f15\u64cellama.cpp <\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f7f\u7528git clone llama.cpp \u6a21\u578b\u63a8\u7406\u5f15\u64ce<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>https:&#47;&#47;github.com\/ggml-org\/llama.cpp<\/code><\/pre>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4f7f\u7528cmake\u7f16\u8bd1llama.cpp<\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code>cmake -B build\ncmake -B build build<\/code><\/pre>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4e0b\u8f7dQwen3\u91cf\u5316\u4e4b\u540e\u7684\u5927\u8bed\u8a00\u6a21\u578b<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ecehuggingface\u7f51\u7ad9\u4e0b\u8f7dQwen3-4B-Q4_K_S.gguf\uff0c\u6a21\u578b\u683c\u5f0f\u4e3agguf<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>https:&#47;&#47;huggingface.co\/unsloth\/Qwen3-4B-GGUF<\/code><\/pre>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5728\u7f16\u8bd1\u5b8c\u6210\u7684\u4ee3\u7801\u6811\u4e2d\u8fd0\u884cllama-server<\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code>.\/llama-server -m Qwen3-4B-Q4_K_S.gguf -c 4096 --port 80<\/code><\/pre>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"466\" src=\"https:\/\/www.skillnotes.cloud\/wp-content\/uploads\/2026\/06\/llama_cpp-1024x466.png\" alt=\"\" class=\"wp-image-91\" srcset=\"https:\/\/www.skillnotes.cloud\/wp-content\/uploads\/2026\/06\/llama_cpp-1024x466.png 1024w, https:\/\/www.skillnotes.cloud\/wp-content\/uploads\/2026\/06\/llama_cpp-300x137.png 300w, https:\/\/www.skillnotes.cloud\/wp-content\/uploads\/2026\/06\/llama_cpp-768x350.png 768w, https:\/\/www.skillnotes.cloud\/wp-content\/uploads\/2026\/06\/llama_cpp-1536x700.png 1536w, https:\/\/www.skillnotes.cloud\/wp-content\/uploads\/2026\/06\/llama_cpp.png 1809w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6d4b\u8bd5\u5927\u6a21\u578b\u8fd0\u884c<\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code>curl http:\/\/localhost:80\/v1\/chat\/completions   -H \"Content-Type: application\/json\" -d '{\n  \"messages\": &#91;\n    {\"role\": \"user\", \"content\": \"\u676d\u5dde\u4eca\u5929\u7684\u5929\u6c14\u5982\u4f55?\"}\n  ]\n}'<\/code><\/pre>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Qwen3\u5f00\u6e90\u7684\u6a21\u578b\u652f\u6301MCP\u5de5\u5177\u8c03\u7528\uff0c\u53ef\u4ee5\u4f7f\u7528tools\u5c06\u5de5\u5177\u8c03\u7528\u4fe1\u606f\u63d0\u4f9b\u7ed9\u5927\u6a21\u578b<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728I7\u5904\u7406\u5668\u7eaf\u4f7f\u7528CPU\u63a8\u7406\u7684\u60c5\u51b5\u4e0b\uff0c\u5904\u7406\u6b64\u8bf7\u6c42\u9700\u898115\u79d2\u65f6\u95f4<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>curl http:\/\/localhost:80\/v1\/chat\/completions   -H \"Content-Type: application\/json\" -d '{\n  \"messages\": &#91;\n    {\"role\": \"user\", \"content\": \"\u4eca\u5929\u676d\u5dde\u7684\u5929\u6c14\u5982\u4f55\uff1f\"}\n  ],\n  \"tools\": &#91;\n    {\n      \"type\": \"function\",\n      \"function\": {\n        \"name\": \"get_current_weather\",\n        \"description\": \"\u83b7\u53d6\u6307\u5b9a\u57ce\u5e02\u5f53\u524d\u7684\u5929\u6c14\u4fe1\u606f\",\n        \"parameters\": {\n          \"type\": \"object\",\n          \"properties\": {\n            \"location\": {\n              \"type\": \"string\",\n              \"description\": \"\u57ce\u5e02\u6216\u5730\u533a\uff0c\u4f8b\u5982 \u5317\u4eac \u6216 \u4e0a\u6d77\"\n            },\n            \"format\": {\n              \"type\": \"string\",\n              \"enum\": &#91;\"celsius\", \"fahrenheit\"],\n              \"description\": \"\u6e29\u5ea6\u5355\u4f4d\"\n            }\n          },\n          \"required\": &#91;\"location\"]\n        }\n      }\n    }\n  ],\n  \"tool_choice\": \"auto\"\n}'<\/code><\/pre>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"558\" src=\"https:\/\/www.skillnotes.cloud\/wp-content\/uploads\/2026\/06\/llama_call_tool-1024x558.png\" alt=\"\" class=\"wp-image-92\" srcset=\"https:\/\/www.skillnotes.cloud\/wp-content\/uploads\/2026\/06\/llama_call_tool-1024x558.png 1024w, https:\/\/www.skillnotes.cloud\/wp-content\/uploads\/2026\/06\/llama_call_tool-300x163.png 300w, https:\/\/www.skillnotes.cloud\/wp-content\/uploads\/2026\/06\/llama_call_tool-768x418.png 768w, https:\/\/www.skillnotes.cloud\/wp-content\/uploads\/2026\/06\/llama_call_tool-1536x836.png 1536w, https:\/\/www.skillnotes.cloud\/wp-content\/uploads\/2026\/06\/llama_call_tool.png 1809w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd4\u56de\u7684\u8bf7\u6c42\u4e3a\u8c03\u7528MCP\u5de5\u5177\u51fd\u6570get_current_weather<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4f7f\u7528git clone llama.cpp \u6a21\u578b\u63a8\u7406\u5f15\u64ce \u4ecehuggingface\u7f51\u7ad9\u4e0b\u8f7dQwen3-4B-Q [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[],"class_list":["post-90","post","type-post","status-publish","format-standard","hentry","category-aimcp"],"_links":{"self":[{"href":"https:\/\/www.skillnotes.cloud\/index.php?rest_route=\/wp\/v2\/posts\/90","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.skillnotes.cloud\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.skillnotes.cloud\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.skillnotes.cloud\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.skillnotes.cloud\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=90"}],"version-history":[{"count":1,"href":"https:\/\/www.skillnotes.cloud\/index.php?rest_route=\/wp\/v2\/posts\/90\/revisions"}],"predecessor-version":[{"id":93,"href":"https:\/\/www.skillnotes.cloud\/index.php?rest_route=\/wp\/v2\/posts\/90\/revisions\/93"}],"wp:attachment":[{"href":"https:\/\/www.skillnotes.cloud\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=90"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.skillnotes.cloud\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=90"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.skillnotes.cloud\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=90"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}