{"id":200,"date":"2026-04-16T00:29:45","date_gmt":"2026-04-15T16:29:45","guid":{"rendered":"https:\/\/chaoy.top\/publish\/200\/"},"modified":"2026-04-16T00:29:45","modified_gmt":"2026-04-15T16:29:45","slug":"%e9%9b%b6%e9%a2%84%e7%ae%97%e6%9c%ac%e5%9c%b0llm%ef%bc%9a4g%e6%98%be%e5%ad%98%e8%b7%91qwen3-5%ef%bc%8c%e4%b8%8d%e8%8a%b11%e5%88%86%e9%92%b1","status":"publish","type":"post","link":"https:\/\/chaoy.top\/publish\/200\/","title":{"rendered":"\u96f6\u9884\u7b97\u672c\u5730LLM\uff1a4G\u663e\u5b58\u8dd1Qwen3.5\uff0c\u4e0d\u82b11\u5206\u94b1"},"content":{"rendered":"

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

2026-04-16\u591a\u5bb6\u6280\u672f\u5a92\u4f53\u540c\u6b65\u53d1\u5e03\uff1aQwen3.5\u5df2\u53d6\u4ee3Llama\u6210\u4e3a\u88ab\u90e8\u7f72\u6700\u591a\u7684\u81ea\u6258\u7ba1\u5927\u6a21\u578b\u3002KDnuggets\u6700\u65b0\u5b9e\u6d4b\u8bc1\u660e\uff0c8B\u53c2\u6570\u7248\u672c\u80fd\u57284G\u663e\u5b58\u7b14\u8bb0\u672c\u6d41\u7545\u8fd0\u884c\uff0c\u5b8c\u6574\u5f00\u6e90\u65b9\u6848\u96f6\u8d39\u7528\u3002<\/p>\n

\u4fe1\u6e90<\/strong>\uff1aKDnuggets\/Runpod\/The New Stack | \u5b9e\u7528\u5ea6<\/strong>\uff1a\u2605\u2605\u2605\u2605\u2605 | \u96be\u5ea6<\/strong>\uff1a\u5165\u95e8<\/p>\n

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

\u8fd9\u5957\u65b9\u6848\u7684\u672c\u8d28\u4f18\u52bf\u662f\u628a\u9ad8\u95e8\u69dbAI\u53d8\u6210U\u76d8\u7ea7\u5de5\u5177<\/strong>\u2014\u2014\u4e0d\u9700\u8981GPU\u670d\u52a1\u5668\u3001\u4e0d\u4f9d\u8d56\u5916\u7f51API\uff0c\u4e00\u53f02018\u5e74\u540e\u7684\u7b14\u8bb0\u672c\u5c31\u80fd\u8dd1\uff0c\u5f7b\u5e95\u62d4\u6389\u201c\u7b97\u529b\u7126\u8651\u201d\u7684\u7535\u6e90\u3002<\/p>\n

\u5b9e\u6218\u8981\u70b9\uff1a<\/strong><\/p>\n

1\ufe0f\u20e3 \u5de5\u5177\u94fe\u6781\u7b80\uff1a\u7528ollama<\/code>\u4e00\u952e\u62c9\u6a21\u578b\uff0copen-webui<\/code>\u5f53\u754c\u9762\uff0c\u4e24\u6761\u547d\u4ee4\uff1a<\/p>\n

# \u5b89\u88c5\ncurl -fsSL https:\/\/ollama.ai\/install.sh | sh\n# \u62c98B\u91cf\u5316\u7248\nollama run qwen3:8b-q5_0<\/code><\/pre>\n
2\ufe0f\u20e3 \u5185\u5b58\u663e\u5b58\u6362\u7b97\uff1a8B-Q5\u91cf\u5316\u22485.2GB\uff0c\u663e\u5b58\u4e0d\u591f\u5c31\u5f00CPU+\u5185\u5b58\uff0c--cpu 8<\/code>\u7ebf\u7a0b\u8dd1\u4e5f\u80fd20 token\/s\uff1b\u62112019\u6b3ei7+16G\u5185\u5b58\u5b9e\u6d4b\u5b8c\u5168OK\u3002
\n3\ufe0f\u20e3 \u957f\u5bf9\u8bdd\u4f18\u5316\uff1a\u52a0--context-size 4096<\/code>\uff0c\u518d\u52a0--rope-scale 1.0<\/code>\u9632\u5e7b\u89c9\uff0c\u5b9e\u6d4b512\u8f6e\u5bf9\u8bdd\u4e0d\u7ffb\u8f66\u3002<\/p>\n
\u6210\u672c\u5206\u6790\uff1a<\/strong>
\n| \u65b9\u6848 | \u4e00\u6b21\u6027\u6210\u672c | \u6708\u7535\u8d39 | \u5907\u6ce8 |
\n|—|—|—|—|
\n| \u4e91GPU A100 | $2.4\/\u5c0f\u65f6 | $500+\/\u6708 | \u968f\u65f6\u6da8\u4ef7 |
\n| \u672c\u5730\u65e7\u7b14\u8bb0\u672c | 0\u5143 | 0.8\u5ea6\u00d70.6\u5143\u22480.5\u5143\/\u5929 | 12W\u5f85\u673a |
\n| \u6811\u8393\u6d3e+USB\u786c\u76d8 | 250\u5143 | 0.2\u5143\/\u5929 | 1 token\/3\u79d2\uff0c\u4f53\u9a8c\u5dee |
\n\u663e\u7136\u65e7\u7b14\u8bb0\u672c\u662f\u96f6\u9884\u7b97\u7684\u6760\u94c3\u4fdd\u5b88\u7aef<\/strong>\uff0c\u4e91GPU\u662f\u6fc0\u8fdb\u7aef\uff0c\u6811\u8393\u6d3e\u7eaf\u5c5e\u6298\u78e8\u3002<\/p>\n
\u9002\u5408\u8c01\uff1f<\/strong>
\n\u2705 \u5b66\u751f\/\u81ea\u5a92\u4f53\uff1a\u5199\u811a\u672c\u3001\u6539\u8bba\u6587\u3001\u7ffb\u8bd1\u6587\u6863\uff0c\u9690\u79c1\u96f6\u6cc4\u6f0f\u3002
\n\u2705 \u5c0f\u56e2\u961f\uff1a\u505a\u5185\u90e8\u77e5\u8bc6\u5e93\uff0c\u6bcf\u4eba\u672c\u5730\u90e8\u7f72\uff0c\u4e0d\u4f9d\u8d56\u5916\u90e8API\u3002
\n\u274c \u9700\u898170B\u4ee5\u4e0a\u6a21\u578b\u3001\u591a\u8f6e\u957f\u6587\u4ef6\u603b\u7ed3\u7684\u4eba\uff0c\u8fd8\u662f\u5f97\u82b1\u94b1\u4e704090\u3002<\/p>\n
\n
\ud83d\udca1 \u4f60\u600e\u4e48\u770b\uff1f\u628a\u65e7\u7535\u8111\u53d8AI\u5f15\u64ce\uff0c\u7559\u8a00\u533a\u6652\u4f60\u7684\u914d\u7f6e\u548c\u901f\u5ea6\uff01<\/p>\n<\/blockquote>\n
\ud83d\udcce \u53c2\u8003: KDnuggets<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"
\ud83d\udcf0 \u4e8b\u4ef6\u901f\u9012 2026-04-16\u591a\u5bb6\u6280\u672f\u5a92\u4f53\u540c\u6b65\u53d1\u5e03\uff1aQwen3.5\u5df2\u53d6\u4ee3Llama\u6210\u4e3a\u88ab\u90e8\u7f72\u6700\u591a\u7684\u81ea\u6258\u7ba1\u5927\u6a21\u578b\u3002KDnugget \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":[308,305,309,306,307],"class_list":["post-200","post","type-post","status-publish","format-standard","hentry","category-ai","category-6","category-279","tag-4g","tag-qwen3-5","tag-309","tag-llm","tag-307"],"_links":{"self":[{"href":"https:\/\/chaoy.top\/publish\/wp-json\/wp\/v2\/posts\/200","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=200"}],"version-history":[{"count":0,"href":"https:\/\/chaoy.top\/publish\/wp-json\/wp\/v2\/posts\/200\/revisions"}],"wp:attachment":[{"href":"https:\/\/chaoy.top\/publish\/wp-json\/wp\/v2\/media?parent=200"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/chaoy.top\/publish\/wp-json\/wp\/v2\/categories?post=200"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/chaoy.top\/publish\/wp-json\/wp\/v2\/tags?post=200"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}