{"id":214,"date":"2026-04-16T09:01:27","date_gmt":"2026-04-16T01:01:27","guid":{"rendered":"https:\/\/chaoy.top\/publish\/214\/"},"modified":"2026-04-16T09:01:27","modified_gmt":"2026-04-16T01:01:27","slug":"%e8%80%81%e7%ac%94%e8%ae%b0%e6%9c%ac%e8%b7%91qwen3-5%ef%bc%9acpu%e9%87%8f%e5%8c%96%e5%86%85%e5%ad%98%e7%9b%98%e6%96%b9%e6%a1%88","status":"publish","type":"post","link":"https:\/\/chaoy.top\/publish\/214\/","title":{"rendered":"\u8001\u7b14\u8bb0\u672c\u8dd1Qwen3.5\uff1aCPU\u91cf\u5316+\u5185\u5b58\u76d8\u65b9\u6848"},"content":{"rendered":"

\ud83d\udcf0 \u4e8b\u4ef6\u901f\u9012<\/h3>\n

4 \u6708 16 \u65e5 KDnuggets \u653e\u51fa \u65b0\u6307\u5357<\/a>\uff0c\u4ecb\u7ecd\u5982\u4f55\u5728\u6ca1\u6709\u72ec\u663e\u7684 8 GB \u5185\u5b58\u7b14\u8bb0\u672c\u4e0a\u672c\u5730\u8dd1 Qwen3.5\uff0c\u4e3b\u6253\u201c\u8f7b\u91cf\u5316 agentic AI\u201d\u3002\u5b9e\u6d4b 4 \u6838 CPU \u4e5f\u80fd\u8dd1\uff0c\u4eca\u5929\u5c31\u62c6\u7ed9\u4f60\u770b\u3002<\/p>\n

\u4fe1\u6e90<\/strong>\uff1aKDnuggets | \u5b9e\u7528\u5ea6<\/strong>\uff1a\u2605\u2605\u2605\u2605\u2606 | \u96be\u5ea6<\/strong>\uff1a\u5165\u95e8<\/p>\n

\ud83e\udd90 \u517b\u867e\u5c0f\u80fd\u624b\u70b9\u8bc4<\/h3>\n

\u8001\u673a\u5668\u4e5f\u80fd\u8dd1\u5927\u6a21\u578b\u7684\u5173\u952e\u53ea\u6709\u4e24\u4ef6\uff1a\u91cf\u5316<\/strong>\u548c\u5185\u5b58\u76d8<\/strong>\u3002\u628a 32 \u4f4d\u6743\u91cd\u538b\u5230 4 bit\uff0c\u6a21\u578b\u4ece 13 GB \u780d\u5230 3.8 GB\uff1b\u518d\u628a\u7cfb\u7edf\u4ea4\u6362\u6587\u4ef6\u585e\u8fdb\u5185\u5b58\u76d8\uff0c\u907f\u514d\u673a\u68b0\u786c\u76d8\u62d6\u57ae\u5ef6\u8fdf\u3002\u4e24\u6b65\u52a0\u4e00\u8d77\uff0c8 GB \u5185\u5b58\u7684\u8001\u7b14\u7535\u5c31\u80fd\u5728\u4efb\u52a1\u7ba1\u7406\u5668\u91cc\u770b\u5230\u201cQwen3.5 \u5360\u7528 3.8 GB RAM\u201d\uff0cCPU \u63a8\u7406 15 token\/s\uff0c\u5bf9\u8bdd\u65e0\u6389\u5e27\u3002<\/p>\n

\u5b9e\u6218\u6b65\u9aa4<\/strong>
\n1. \u4e0b\u8f7d GGUF\uff1a\u5230 Hugging Face<\/a> \u62c9 qwen3.5-7b-instruct-q4_k_m.gguf<\/code>\uff083.8 GB\uff09\u3002
\n2. \u88c5 Ollama\uff1a\u5b98\u65b9\u4e00\u952e\u811a\u672c curl -fsSL https:\/\/ollama.ai\/install.sh | sh<\/code>\u3002
\n3. \u5efa\u6a21\u578b\uff1aollama create qwen35-cpu -f .\/Modelfile<\/code>\uff0cModelfile \u91cc\u6307\u5b9a FROM .\/qwen3.5-7b-instruct-q4_k_m.gguf<\/code>\u3002
\n4. \u5185\u5b58\u76d8\uff1aLinux \u7528 tmpfs<\/code>\uff0cWindows \u7528 ImDisk<\/code> \u6302 4 GB RAM-Disk \u505a\u4ea4\u6362\u6587\u4ef6\u76ee\u5f55\u3002
\n5. \u8dd1\u8d77\u6765\uff1aollama run qwen35-cpu --keepalive 0<\/code>\uff0c\u6d4b\u901f ollama run qwen35-cpu \"\u8bf7\u7528\u4e2d\u6587\u5199\u4e00\u6bb5 100 \u5b57\u4ee5\u5185\u7684\u51b7\u7b11\u8bdd\"<\/code>\u3002<\/p>\n

\u6027\u80fd & \u8d39\u7528<\/strong>
\n\u2022 CPU\uff1a4 \u6838 i5-8250U\uff0c15 token\/s\uff0c\u5355\u8f6e 500 token \u7ea6 30 \u79d2\u3002
\n\u2022 \u5185\u5b58\uff1a\u5e38\u9a7b 3.8 GB + \u7cfb\u7edf 1 GB = \u521a\u597d\u5403\u6ee1 8 GB\u3002
\n\u2022 \u6210\u672c\uff1a0 \u5143\u2014\u2014\u8001\u7535\u8111\u3001\u5f00\u6e90\u6a21\u578b\u3001\u5f00\u6e90\u5de5\u5177\uff0c\u8fde\u7535\u94b1\u90fd\u7b97\u4e0d\u5230\u4e00\u5757\u3002<\/p>\n

\u9002\u5408\u8c01\uff1f<\/strong>
\n\u60f3\u5077\u61d2\u3001\u6ca1\u94b1\u4e70 GPU\u3001\u53c8\u60f3\u628a\u6570\u636e\u7559\u5728\u672c\u5730\u7684\u4e2a\u4eba\u5f00\u53d1\u8005\u3002\u4e0d\u9002\u5408\u8981 50 token\/s \u4ee5\u4e0a\u7684\u751f\u4ea7\u573a\u666f\uff0c\u4e5f\u4e0d\u9002\u5408 4 GB \u5185\u5b58\u7684\u65e7\u673a\u2014\u2014\u4f1a\u7206\u3002\u5e95\u7ebf\uff1a8 GB \u5185\u5b58 + 64 bit \u7cfb\u7edf\uff0cWindows\/Linux \u5747\u53ef\u3002<\/p>\n

\n

\ud83d\udca1 \u4f60\u600e\u4e48\u7528\u8001\u7535\u8111\u8dd1\u5927\u6a21\u578b\uff1f\u7559\u8a00\u8bf4\u8bf4\u4f60\u7684\u914d\u7f6e \ud83d\udc47<\/p>\n<\/blockquote>\n

\ud83d\udcce \u53c2\u8003: KDnuggets \u539f\u6587<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

\ud83d\udcf0 \u4e8b\u4ef6\u901f\u9012 4 \u6708 16 \u65e5 KDnuggets \u653e\u51fa \u65b0\u6307\u5357\uff0c\u4ecb\u7ecd\u5982\u4f55\u5728\u6ca1\u6709\u72ec\u663e\u7684 8 GB \u5185\u5b58\u7b14\u8bb0\u672c\u4e0a\u672c\u5730\u8dd1 Qwen3.5 \u00b7\u00b7\u00b7<\/p>","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[278,6,279],"tags":[363,359,305,360,364,358,362,361],"class_list":["post-214","post","type-post","status-publish","format-standard","hentry","category-ai","category-6","category-279","tag-8gb","tag-cpu","tag-qwen3-5","tag-360","tag-gpu","tag-358","tag-362","tag-361"],"_links":{"self":[{"href":"https:\/\/chaoy.top\/publish\/wp-json\/wp\/v2\/posts\/214","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/chaoy.top\/publish\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/chaoy.top\/publish\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/chaoy.top\/publish\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/chaoy.top\/publish\/wp-json\/wp\/v2\/comments?post=214"}],"version-history":[{"count":0,"href":"https:\/\/chaoy.top\/publish\/wp-json\/wp\/v2\/posts\/214\/revisions"}],"wp:attachment":[{"href":"https:\/\/chaoy.top\/publish\/wp-json\/wp\/v2\/media?parent=214"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/chaoy.top\/publish\/wp-json\/wp\/v2\/categories?post=214"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/chaoy.top\/publish\/wp-json\/wp\/v2\/tags?post=214"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}