{"id":634,"date":"2024-12-15T05:11:04","date_gmt":"2024-12-14T21:11:04","guid":{"rendered":"https:\/\/www.ikaros.love\/?p=634"},"modified":"2024-12-27T12:03:10","modified_gmt":"2024-12-27T04:03:10","slug":"%e4%bb%8e%e9%9b%b6%e5%bc%80%e5%a7%8b%e8%8e%b7%e5%be%97%e4%b8%80%e4%b8%aa%e5%90%ac%e8%af%9d%e7%9a%84%e5%a4%a7%e6%a8%a1%e5%9e%8b","status":"publish","type":"post","link":"https:\/\/www.ikaros.love\/?p=634","title":{"rendered":"\u4ece\u96f6\u5f00\u59cb\u83b7\u5f97\u4e00\u4e2a\u542c\u8bdd\u7684\u5927\u6a21\u578b"},"content":{"rendered":"\n
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LLaMA-Factory\/data\/README.md at main \u00b7 hiyouga\/LLaMA-Factory<\/a><\/p>\n\n\n\n

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1\uff1aollama<\/p>\n\n\n\n

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2\uff1aopen-webui<\/p>\n\n\n\n

\u6559\u7a0b\u89c1\u7ad9\uff1aopen-webui\/open-webui: User-friendly AI Interface (Supports Ollama, OpenAI API, …)<\/a><\/p>\n\n\n\n

3\uff1allamacpp<\/p>\n\n\n\n

\u6559\u7a0b\u89c1\u7ad9\uff1aggerganov\/llama.cpp: LLM inference in C\/C++<\/a><\/p>\n\n\n\n

\u5b89\u88c5\u597d\u4e09\u4e2a\u73af\u5883\uff08\u57fa\u7840\u73af\u5883\u5b89\u88c5\u767e\u5ea6\u6216\u8005\u89c1readme<\/p>\n\n\n\n

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\u7528pycharm\u6253\u5f00llama.cpp\u9879\u76ee<\/p>\n\n\n\n

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python convert_hf_to_gguf.py mymodel\/qwen2.5-14b-unlimited --outfile mymodel\/qwen2.5-14b-unlimited-gguf --outtype q8_0\n\n<\/code><\/pre>\n\n\n\n
python convert_hf_to_gguf.py mymodel\/qwen2.5-14b-unlimited --outfile mymodel\/qwen2.5-14b-unlimited-gguf --outtype f16<\/code><\/pre>\n\n\n\n
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\/www\/wwwroot\/model_list\/qwen2.5-14b-unlimited-gguf\/<\/code><\/pre>\n\n\n\n
\u5982\u679collama\u662f\u76f4\u63a5\u5b89\u88c5\u7684\u53ea\u8981\u5728\/www\/wwwroot\/model_list\/qwen2.5-14b-unlimited-gguf\/\u8fd9\u4e2a\u6587\u4ef6\u5939\u5185\u64cd\u4f5c<\/p>\n\n\n\n
\u5982\u679c\u662f\u7528docker\u5b89\u88c5\u7684\u9700\u8981\u5c06\u8be5\u6587\u4ef6\u5939\u8fc1\u79fb\u5230docker\u5bb9\u5668\u5185<\/p>\n\n\n\n
docker cp \/www\/wwwroot\/model_list\/qwen2.5-14b-unlimited-gguf\/ ollama:\/\r<\/code><\/pre>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\u7b49\u5f85\u7ed3\u675f<\/p>\n\n\n\n
\u4e0b\u4e00\u6b65\u76f4\u63a5\u5b89\u88c5\u7684\u7528\u6237\u548cdocker\u7528\u6237\u76f8\u540c\u90fd\u662f\u6253\u5f00\u5bf9\u5e94\u76ee\u5f55\u7684\u7ec8\u7aef<\/p>\n\n\n\n
\u76f4\u63a5\u88c5\u7684\u7528\u6237\u76f4\u63a5\u8fdb\u5165\u5bf9\u5e94\u7684\u6587\u4ef6\u5939<\/p>\n\n\n\n
docker\u7684\u7528\u6237\u9700\u8981\u7528docker\u6253\u5f00\u5bf9\u5e94\u7684\u5bb9\u5668\u7ec8\u7aef\u5e76\u8fdb\u5165\u6587\u4ef6\u5939<\/p>\n\n\n\n
docker start ollama<\/code><\/pre>\n\n\n\n
\u5df2\u7ecf\u542f\u52a8ollama\u7684\u76f4\u63a5\u8fdb\u5165\u7ec8\u7aef<\/p>\n\n\n\n
docker exec -it ollama \/bin\/bash<\/code><\/pre>\n\n\n\n
\u5982\u56fe<\/p>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\u8fdb\u5165\u76ee\u6807\u6587\u4ef6\u5939<\/p>\n\n\n\n
cd qwen2.5-14b-unlimited-gguf\/<\/p>\n\n\n\n
\u8fd9\u65f6\u5019\u76f4\u63a5\u5b89\u88c5\u548cdocker\u7684\u64cd\u4f5c\u76f8\u540c\uff1a<\/p>\n\n\n\n
\u9996\u5148\u521b\u5efaModefile\u6587\u4ef6,\u5e76\u7f16\u8f91<\/p>\n\n\n\n
touch Modelfile\nvim Modelfile<\/code><\/pre>\n\n\n\n
\u82f1\u6587\u8f93\u5165\u72b6\u6001\u6309i\u63d2\u5165<\/p>\n\n\n\n
\u5c06\u4e0b\u9762\u7684\u5185\u5bb9\u7c98\u8d34\u5230\u6587\u4ef6\u5185<\/p>\n\n\n\n
FROM \/qwen2.5-14b-unlimited-gguf\/Qwen2.5-14B-Instruct-Q8_0.gguf\r\nPARAMETER temperature 0.7\r\nPARAMETER top_p 0.8\r\nPARAMETER repeat_penalty 1.05\r\nTEMPLATE \"\"\"{{ if .System }}<|im_start|>system\r\n{{ .System }}<|im_end|>\r\n{{ end }}{{ if .Prompt }}<|im_start|>user\r\n{{ .Prompt }}<|im_end|>\r\n{{ end }}<|im_start|>assistant\r\n{{ .Response }}<|im_end|>\"\"\"\r\n# set the system message\r\nSYSTEM \"\"\"\r\nYou are a helpful assistant.\r\n\"\"\"\r\n<\/code><\/pre>\n\n\n\n
\u8f93\u5165\u5b8c:wq\u4fdd\u5b58<\/p>\n\n\n\n
\u8f93\u5165\u5982\u4e0b\u547d\u4ee4\u521b\u5efa\u6a21\u578b<\/p>\n\n\n\n
ollama create \"\u4f60\u81ea\u5df1\u81ea\u5b9a\u4e49\u7684\u6a21\u578b\u540d\u79f0\uff0c\u82f1\u6587\u5b57\u7b26\"<\/code><\/pre>\n\n\n\n
\u5982\u56fe\uff1a<\/p>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\u7b49\u5f85\u5b8c\u6210<\/p>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\u5982\u679c\u4f60\u53ea\u60f3\u8dd1\u7684\u5feb\u70b9\uff0c\u5230\u8fd9\u6b65\u5c31\u53ef\u4ee5\u4e86\uff0c\u5982\u679c\u4f60\u8981\u66f4\u7cbe\u51c6\u7248\u672c\u7684\u8fdb\u884c\u4ee5\u4e0b\u6b65\u9aa4<\/p>\n\n\n\n
\u4fee\u6539Modelfile\u6587\u4ef6\u5982\u4e0b<\/p>\n\n\n\n
FROM \/qwen2.5-14b-unlimited-gguf\/Qwen2.5-14B-Instruct-F16.gguf\nPARAMETER temperature 0.7\nPARAMETER top_p 0.8\nPARAMETER repeat_penalty 1.05\nTEMPLATE \"\"\"{{ if .System }}<|im_start|>system\n{{ .System }}<|im_end|>\n{{ end }}{{ if .Prompt }}<|im_start|>user\n{{ .Prompt }}<|im_end|>\n{{ end }}<|im_start|>assistant\n{{ .Response }}<|im_end|>\"\"\"\n# set the system message\nSYSTEM \"\"\"\nYou are a helpful assistant.\n\"\"\"<\/code><\/pre>\n\n\n\n
\u4fdd\u5b58\u540e\u521b\u5efa\u7b2c\u4e8c\u4e2a\u6a21\u578b\uff0c<\/p>\n\n\n\n
\u68c0\u67e5\u4e00\u4e0b\u6a21\u578b<\/p>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\u7136\u540e\u6253\u5f00open-webui<\/p>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\u8fd9\u4e24\u4e2a\u6a21\u578b\uff0c\u4e00\u4e2a\u662fq80\u8fd9\u662f\u8fd0\u884c\u5feb\u7684\uff0c\u51c6\u786e\u7387\u4f4e<\/p>\n\n\n\n
\u4e00\u4e2a\u662ff16\u8fd0\u884c\u6162\uff0c\u51c6\u786e\u7387\u9ad8<\/p>\n\n\n\n
\u73b0\u5728\u8bd5\u8bd5<\/p>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\u6548\u679c\u5982\u4e0b\uff1a<\/p>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\u5230\u6b64\u4e3a\u6b62\uff0c\u73b0\u5728\u6240\u6709\u7684\u5de5\u4f5c\u5df2\u7ecf\u505a\u5b8c\uff0c\u4eab\u53d7\u4f60\u81ea\u5df1\u7684\u6a21\u578b\u5427<\/p>\n\n\n\n
<\/p>\n","protected":false},"excerpt":{"rendered":"
\u4f17\u6240\u5468\u77e5\uff0c\u5927\u6a21\u578b\u7684\u9650\u5236\u5f88\u70e6\uff0c\u6240\u4ee5...<\/p>\n","protected":false},"author":1,"featured_media":635,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4,5,9],"tags":[180,181,182,183],"_links":{"self":[{"href":"https:\/\/www.ikaros.love\/index.php?rest_route=\/wp\/v2\/posts\/634"}],"collection":[{"href":"https:\/\/www.ikaros.love\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.ikaros.love\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.ikaros.love\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ikaros.love\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=634"}],"version-history":[{"count":6,"href":"https:\/\/www.ikaros.love\/index.php?rest_route=\/wp\/v2\/posts\/634\/revisions"}],"predecessor-version":[{"id":735,"href":"https:\/\/www.ikaros.love\/index.php?rest_route=\/wp\/v2\/posts\/634\/revisions\/735"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.ikaros.love\/index.php?rest_route=\/wp\/v2\/media\/635"}],"wp:attachment":[{"href":"https:\/\/www.ikaros.love\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=634"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ikaros.love\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=634"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ikaros.love\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=634"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}