{"id":88906,"date":"2026-08-02T00:32:39","date_gmt":"2026-08-01T16:32:39","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/88906.html"},"modified":"2026-08-02T00:32:39","modified_gmt":"2026-08-01T16:32:39","slug":"phi-4-mini-reasoning%e4%bf%9d%e5%a7%86%e7%ba%a7%e6%95%99%e7%a8%8b%ef%bc%9a%e4%bb%8e%e9%9b%b6%e9%85%8d%e7%bd%aeubuntu%e6%9c%8d%e5%8a%a1%e5%99%a8%e5%88%b0gradio%e7%95%8c%e9%9d%a2%e5%8f%af%e7%94%a8","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/88906.html","title":{"rendered":"Phi-4-mini-reasoning\u4fdd\u59c6\u7ea7\u6559\u7a0b\uff1a\u4ece\u96f6\u914d\u7f6eUbuntu\u670d\u52a1\u5668\u5230Gradio\u754c\u9762\u53ef\u7528"},"content":{"rendered":"<h2>Phi-4-mini-reasoning\u4fdd\u59c6\u7ea7\u6559\u7a0b&#xff1a;\u4ece\u96f6\u914d\u7f6eUbuntu\u670d\u52a1\u5668\u5230Gradio\u754c\u9762\u53ef\u7528<\/h2>\n<h3>1. \u51c6\u5907\u5de5\u4f5c<\/h3>\n<p>\u5728\u5f00\u59cb\u4e4b\u524d&#xff0c;\u6211\u4eec\u9700\u8981\u51c6\u5907\u597d\u4ee5\u4e0b\u5185\u5bb9&#xff1a;<\/p>\n<ul>\n<li>\u4e00\u53f0\u8fd0\u884cUbuntu 22.04 LTS\u7684\u670d\u52a1\u5668&#xff08;\u5efa\u8bae\u81f3\u5c1116GB\u5185\u5b58&#xff09;<\/li>\n<li>NVIDIA\u663e\u5361&#xff08;\u5efa\u8baeRTX 4090 24GB\u6216\u66f4\u9ad8&#xff09;<\/li>\n<li>\u7a33\u5b9a\u7684\u7f51\u7edc\u8fde\u63a5<\/li>\n<li>\u57fa\u672c\u7684Linux\u547d\u4ee4\u884c\u77e5\u8bc6<\/li>\n<\/ul>\n<h3>2. \u670d\u52a1\u5668\u73af\u5883\u914d\u7f6e<\/h3>\n<h4>2.1 \u5b89\u88c5\u57fa\u7840\u4f9d\u8d56<\/h4>\n<p>\u9996\u5148\u66f4\u65b0\u7cfb\u7edf\u5e76\u5b89\u88c5\u5fc5\u8981\u7684\u4f9d\u8d56&#xff1a;<\/p>\n<p>sudo apt update &amp;&amp; sudo apt upgrade -y<br \/>\nsudo apt install -y wget git python3-pip python3-venv<\/p>\n<h4>2.2 \u5b89\u88c5NVIDIA\u9a71\u52a8\u548cCUDA<\/h4>\n<p>\u5b89\u88c5NVIDIA\u9a71\u52a8&#xff08;\u4ee5CUDA 12.1\u4e3a\u4f8b&#xff09;&#xff1a;<\/p>\n<p>sudo apt install -y nvidia-driver-535<br \/>\nsudo apt install -y cuda-12-1<\/p>\n<p>\u5b89\u88c5\u5b8c\u6210\u540e&#xff0c;\u9a8c\u8bc1\u9a71\u52a8\u662f\u5426\u5b89\u88c5\u6210\u529f&#xff1a;<\/p>\n<p>nvidia-smi<\/p>\n<h3>3. \u6a21\u578b\u90e8\u7f72<\/h3>\n<h4>3.1 \u521b\u5efaPython\u865a\u62df\u73af\u5883<\/h4>\n<p>python3 -m venv phi4-env<br \/>\nsource phi4-env\/bin\/activate<\/p>\n<h4>3.2 \u5b89\u88c5PyTorch\u548ctransformers<\/h4>\n<p>pip install torch&#061;&#061;2.1.0 &#8211;index-url https:\/\/download.pytorch.org\/whl\/cu121<br \/>\npip install transformers&#061;&#061;4.38.0 gradio&#061;&#061;4.10.0<\/p>\n<h4>3.3 \u4e0b\u8f7dPhi-4-mini-reasoning\u6a21\u578b<\/h4>\n<p>git lfs install<br \/>\ngit clone https:\/\/huggingface.co\/microsoft\/Phi-4-mini-reasoning<\/p>\n<h3>4. \u914d\u7f6eSupervisor\u670d\u52a1<\/h3>\n<h4>4.1 \u5b89\u88c5Supervisor<\/h4>\n<p>sudo apt install -y supervisor<\/p>\n<h4>4.2 \u521b\u5efaSupervisor\u914d\u7f6e\u6587\u4ef6<\/h4>\n<p>\u5728\/etc\/supervisor\/conf.d\/phi4-mini.conf\u4e2d\u6dfb\u52a0\u4ee5\u4e0b\u5185\u5bb9&#xff1a;<\/p>\n<p>[program:phi4-mini]<br \/>\ncommand&#061;\/root\/phi4-env\/bin\/python \/root\/phi4-mini\/app.py<br \/>\ndirectory&#061;\/root\/phi4-mini<br \/>\nuser&#061;root<br \/>\nautostart&#061;true<br \/>\nautorestart&#061;true<br \/>\nstderr_logfile&#061;\/root\/logs\/phi4-mini.err.log<br \/>\nstdout_logfile&#061;\/root\/logs\/phi4-mini.out.log<\/p>\n<h4>4.3 \u542f\u52a8Supervisor\u670d\u52a1<\/h4>\n<p>sudo supervisorctl reread<br \/>\nsudo supervisorctl update<br \/>\nsudo supervisorctl start phi4-mini<\/p>\n<h3>5. \u521b\u5efaGradio\u754c\u9762<\/h3>\n<p>\u5728\/root\/phi4-mini\/app.py\u4e2d\u521b\u5efa\u4ee5\u4e0b\u5185\u5bb9&#xff1a;<\/p>\n<p>from transformers import AutoModelForCausalLM, AutoTokenizer<br \/>\nimport gradio as gr<\/p>\n<p>model_path &#061; &#034;\/root\/Phi-4-mini-reasoning&#034;<br \/>\ntokenizer &#061; AutoTokenizer.from_pretrained(model_path)<br \/>\nmodel &#061; AutoModelForCausalLM.from_pretrained(model_path, device_map&#061;&#034;auto&#034;)<\/p>\n<p>def generate_text(prompt):<br \/>\n    inputs &#061; tokenizer(prompt, return_tensors&#061;&#034;pt&#034;).to(&#034;cuda&#034;)<br \/>\n    outputs &#061; model.generate(<br \/>\n        **inputs,<br \/>\n        max_new_tokens&#061;512,<br \/>\n        temperature&#061;0.3,<br \/>\n        top_p&#061;0.85,<br \/>\n        repetition_penalty&#061;1.2<br \/>\n    )<br \/>\n    return tokenizer.decode(outputs[0], skip_special_tokens&#061;True)<\/p>\n<p>iface &#061; gr.Interface(<br \/>\n    fn&#061;generate_text,<br \/>\n    inputs&#061;&#034;text&#034;,<br \/>\n    outputs&#061;&#034;text&#034;,<br \/>\n    title&#061;&#034;Phi-4-mini-reasoning Demo&#034;,<br \/>\n    description&#061;&#034;A lightweight model specialized in reasoning tasks&#034;<br \/>\n)<\/p>\n<p>iface.launch(server_name&#061;&#034;0.0.0.0&#034;, server_port&#061;7860)<\/p>\n<h3>6. \u8bbf\u95ee\u548c\u4f7f\u7528<\/h3>\n<h4>6.1 \u542f\u52a8\u670d\u52a1<\/h4>\n<p>sudo supervisorctl start phi4-mini<\/p>\n<h4>6.2 \u8bbf\u95eeGradio\u754c\u9762<\/h4>\n<p>\u5728\u6d4f\u89c8\u5668\u4e2d\u8bbf\u95ee&#xff1a;<\/p>\n<p>http:\/\/&lt;\u4f60\u7684\u670d\u52a1\u5668IP&gt;:7860<\/p>\n<h4>6.3 \u4f7f\u7528\u793a\u4f8b<\/h4>\n<p>\u5c1d\u8bd5\u8f93\u5165\u4ee5\u4e0b\u6570\u5b66\u95ee\u9898&#xff1a;<\/p>\n<p>Solve for x: 2x &#043; 5 &#061; 15<\/p>\n<p>\u6a21\u578b\u5e94\u8be5\u4f1a\u7ed9\u51fa\u8be6\u7ec6\u7684\u89e3\u9898\u6b65\u9aa4\u548c\u6b63\u786e\u7b54\u6848\u3002<\/p>\n<h3>7. \u5e38\u89c1\u95ee\u9898\u89e3\u51b3<\/h3>\n<h4>7.1 \u670d\u52a1\u542f\u52a8\u6162<\/h4>\n<p>\u9996\u6b21\u542f\u52a8\u53ef\u80fd\u9700\u89812-5\u5206\u949f\u52a0\u8f7d\u6a21\u578b&#xff0c;\u8fd9\u662f\u6b63\u5e38\u73b0\u8c61\u3002<\/p>\n<h4>7.2 \u663e\u5b58\u4e0d\u8db3<\/h4>\n<p>\u5982\u679c\u9047\u5230CUDA\u5185\u5b58\u4e0d\u8db3\u9519\u8bef&#xff0c;\u53ef\u4ee5\u5c1d\u8bd5&#xff1a;<\/p>\n<li>\u51cf\u5c11max_new_tokens\u53c2\u6570\u503c<\/li>\n<li>\u4f7f\u7528\u66f4\u5c0f\u7684batch size<\/li>\n<li>\u786e\u4fdd\u6ca1\u6709\u5176\u4ed6\u5360\u7528\u663e\u5b58\u7684\u8fdb\u7a0b<\/li>\n<h4>7.3 \u7aef\u53e3\u65e0\u6cd5\u8bbf\u95ee<\/h4>\n<p>\u68c0\u67e5\u9632\u706b\u5899\u8bbe\u7f6e&#xff1a;<\/p>\n<p>sudo ufw allow 7860<\/p>\n<h3>8. \u603b\u7ed3<\/h3>\n<p>\u901a\u8fc7\u672c\u6559\u7a0b&#xff0c;\u6211\u4eec\u5b8c\u6210\u4e86\u4ece\u96f6\u5f00\u59cb\u914d\u7f6eUbuntu\u670d\u52a1\u5668\u5230\u90e8\u7f72Phi-4-mini-reasoning\u6a21\u578b\u7684\u5168\u8fc7\u7a0b\u3002\u8fd9\u4e2a\u8f7b\u91cf\u7ea7\u4f46\u5f3a\u5927\u7684\u63a8\u7406\u6a21\u578b\u7279\u522b\u9002\u5408\u6570\u5b66\u548c\u903b\u8f91\u4efb\u52a1&#xff0c;\u73b0\u5728\u4f60\u53ef\u4ee5\u901a\u8fc7\u7b80\u5355\u7684Gradio\u754c\u9762\u4e0e\u5b83\u4ea4\u4e92\u4e86\u3002<\/p>\n<p>\u83b7\u53d6\u66f4\u591aAI\u955c\u50cf<\/p>\n<p>\u60f3\u63a2\u7d22\u66f4\u591aAI\u955c\u50cf\u548c\u5e94\u7528\u573a\u666f&#xff1f;\u8bbf\u95ee CSDN\u661f\u56fe\u955c\u50cf\u5e7f\u573a&#xff0c;\u63d0\u4f9b\u4e30\u5bcc\u7684\u9884\u7f6e\u955c\u50cf&#xff0c;\u8986\u76d6\u5927\u6a21\u578b\u63a8\u7406\u3001\u56fe\u50cf\u751f\u6210\u3001\u89c6\u9891\u751f\u6210\u3001\u6a21\u578b\u5fae\u8c03\u7b49\u591a\u4e2a\u9886\u57df&#xff0c;\u652f\u6301\u4e00\u952e\u90e8\u7f72\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Phi-4-mini-reasoning\u4fdd\u59c6\u7ea7\u6559\u7a0b&#xff1a;\u4ece\u96f6\u914d\u7f6eUbuntu\u670d\u52a1\u5668\u5230Gradio\u754c\u9762\u53ef\u7528<br \/>\n1. \u51c6\u5907\u5de5\u4f5c<br \/>\n\u5728\u5f00\u59cb\u4e4b\u524d&#xff0c;\u6211\u4eec\u9700\u8981\u51c6\u5907\u597d\u4ee5\u4e0b\u5185\u5bb9&#xff1a;<br \/>\n\u4e00\u53f0\u8fd0\u884cUbuntu 22.04 LTS\u7684\u670d\u52a1\u5668&#xff08;\u5efa\u8bae\u81f3\u5c1116GB\u5185\u5b58&#xff09;NVIDIA\u663e\u5361&#xff08;\u5efa\u8baeRTX 4090 24GB\u6216\u66f4\u9ad8&#xff09;\u7a33\u5b9a\u7684\u7f51\u7edc\u8fde\u63a5\u57fa\u672c\u7684Linux\u547d\u4ee4\u884c\u77e5\u8bc6<br \/>\n2. \u670d\u52a1\u5668\u73af\u5883\u914d\u7f6e<br \/>\n2.1 \u5b89\u88c5\u57fa\u7840\u4f9d\u8d56 <\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[10073,9516,9319],"topic":[],"class_list":["post-88906","post","type-post","status-publish","format-standard","hentry","category-server","tag-gradio","tag-9516","tag-9319"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Phi-4-mini-reasoning\u4fdd\u59c6\u7ea7\u6559\u7a0b\uff1a\u4ece\u96f6\u914d\u7f6eUbuntu\u670d\u52a1\u5668\u5230Gradio\u754c\u9762\u53ef\u7528 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/88906.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Phi-4-mini-reasoning\u4fdd\u59c6\u7ea7\u6559\u7a0b\uff1a\u4ece\u96f6\u914d\u7f6eUbuntu\u670d\u52a1\u5668\u5230Gradio\u754c\u9762\u53ef\u7528 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"Phi-4-mini-reasoning\u4fdd\u59c6\u7ea7\u6559\u7a0b&#xff1a;\u4ece\u96f6\u914d\u7f6eUbuntu\u670d\u52a1\u5668\u5230Gradio\u754c\u9762\u53ef\u7528 1. \u51c6\u5907\u5de5\u4f5c \u5728\u5f00\u59cb\u4e4b\u524d&#xff0c;\u6211\u4eec\u9700\u8981\u51c6\u5907\u597d\u4ee5\u4e0b\u5185\u5bb9&#xff1a; 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