{"id":6132,"date":"2026-01-21T10:50:56","date_gmt":"2026-01-21T02:50:56","guid":{"rendered":"https:\/\/benson80.eu.org\/?p=6132"},"modified":"2026-01-21T11:50:06","modified_gmt":"2026-01-21T03:50:06","slug":"windows-%e7%a6%bb%e7%ba%bf%e4%b8%80%e9%94%ae%e9%83%a8%e7%bd%b2-cosyvoice2-0-5b%ef%bc%88docker-%e5%8d%95%e5%91%bd%e4%bb%a4%e7%89%88%ef%bc%89","status":"publish","type":"post","link":"https:\/\/benson80.eu.org\/?p=6132","title":{"rendered":"Windows \u79bb\u7ebf\u4e00\u952e\u90e8\u7f72 CosyVoice2-0.5B\uff08Docker \u5355\u547d\u4ee4\u7248\uff09"},"content":{"rendered":"\n<p>\u5168\u7a0b\u65ad\u7f51\u53ef\u8dd1\uff0c5 \u5206\u949f\u641e\u5b9a\uff0c\u590d\u5236\u5373\u80fd\u7528\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e00\u3001\u4e00\u6b21\u6027\u51c6\u5907\uff08\u65ad\u7f51\u4e5f\u591f\u7528\uff09<\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u5b89\u88c5 Docker Desktop<\/strong> \u5b98\u7f51\u4e0b\u8f7d \u2192 \u52fe\u9009 <strong>Use WSL2 based engine<\/strong> \u2192 \u542f\u52a8\u3002<\/li>\n\n\n\n<li><strong>\u68c0\u67e5 GPU \u9a71\u52a8<\/strong> PowerShell \u6267\u884c\uff1anvidia-smi\u53f3\u4e0a\u89d2\u51fa\u73b0 <code>CUDA Version: 12.x<\/code> \u5373\u53ef\uff0c<strong>\u65e0\u9700\u989d\u5916\u88c5 CUDA Toolkit<\/strong>\u3002<\/li>\n\n\n\n<li><strong>\u6784\u5efa\u5b98\u65b9\u57fa\u7840\u955c\u50cf<\/strong>\uff08\u4ec5\u9700\u4e00\u6b21\uff09<code>git clone --recursive https:\/\/github.com\/FunAudioLLM\/CosyVoice.git cd CosyVoice docker build -f runtime\/python\/Dockerfile -t cosyvoice2:v2.0 .<\/code><\/li>\n\n\n\n<li><strong>\u4e0b\u8f7d\u5e76\u89e3\u538b 3 \u4efd\u6a21\u578b\/\u8d44\u6e90<\/strong> \u5168\u90e8\u653e\u5230 <code>D:\\CosyVoice\\pretrained_models<\/code>\uff0c\u7ed3\u6784\u5982\u4e0b\uff1aD:\\CosyVoice\\pretrained_models<br>\u251c\u2500 CosyVoice2-0.5B &nbsp; &nbsp; &nbsp; &nbsp; \u22483 GB &nbsp; \u4e3b\u6a21\u578b<br>\u251c\u2500 wetext &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; \u224880 MB G2P\u524d\u7aef<br>\u2514\u2500 CosyVoice-ttsfrd &nbsp; &nbsp; &nbsp; &nbsp; \u22481.2 GB \u8d44\u6e90\u5305\uff08\u5fc5\u987b\uff09\u4e0b\u8f7d\u5730\u5740\uff1a<ul><li>CosyVoice2-0.5B\uff1a<a href=\"https:\/\/www.modelscope.cn\/models\/iic\/CosyVoice2-0.5B\/files\" target=\"_blank\" rel=\"noreferrer noopener\">ModelScope<\/a> \u2192 \u4e0b\u8f7d\u5168\u90e8wetext\uff1a<a href=\"https:\/\/www.modelscope.cn\/models\/pengzhendong\/wetext\/files\" target=\"_blank\" rel=\"noreferrer noopener\">ModelScope<\/a> \u2192 \u4e0b\u8f7d\u5168\u90e8CosyVoice-ttsfrd\uff1a<a href=\"https:\/\/www.modelscope.cn\/models\/iic\/CosyVoice-ttsfrd\/files\" target=\"_blank\" rel=\"noreferrer noopener\">ModelScope<\/a> \u2192 \u4e0b\u8f7d\u5168\u90e8<\/li><\/ul><strong>\u89e3\u538b\u540e\u4fdd\u6301\u6587\u4ef6\u5939\u540d\u4e00\u81f4\uff0c\u5426\u5219\u6302\u8f7d\u5931\u8d25\u3002<\/strong><\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e8c\u3001\u5355\u547d\u4ee4\u542f\u52a8\uff08\u590d\u5236\u5373\u8dd1\uff09<\/h2>\n\n\n\n<p>\u6253\u5f00 <strong>PowerShell<\/strong>\uff0c\u4e00\u884c\u56de\u8f66\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">docker run -d --gpus all --name cv2 -p 8000:8000 -v D:\/CosyVoice\/pretrained_models\/CosyVoice2-0.5B:\/workspace\/pretrained_models\/CosyVoice2-0.5B -v D:\/CosyVoice\/pretrained_models\/wetext:\/root\/.cache\/modelscope\/hub\/pengzhendong\/wetext -e BATCH_SIZE=1 --entrypoint bash cosyvoice2:v2.0 -c \"pip uninstall -y deepspeed ruamel.yaml ruamel.yaml.clib &amp;&amp; pip install 'ruamel.yaml&lt;0.18' --no-deps &amp;&amp; python3 -u \/opt\/CosyVoice\/CosyVoice\/webui.py --port 8000 --model_dir \/workspace\/pretrained_models\/CosyVoice2-0.5B\"<\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e09\u3001\u9a8c\u8bc1 &amp; \u4f7f\u7528<\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u7b49\u5f85\u65e5\u5fd7\u8f93\u51fadocker logs -f cv2\u51fa\u73b0\uff1aRunning on local URL: http:\/\/0.0.0.0:8000\u6309 <code>Ctrl+C<\/code> \u9000\u51fa\u65e5\u5fd7\u3002<\/li>\n\n\n\n<li>\u6d4f\u89c8\u5668\u6253\u5f00http:\/\/localhost:8000\u8f93\u5165\u6587\u672c \u2192 \u9009\u97f3\u8272 \u2192 <strong>Generate<\/strong>\uff0c2-3 \u79d2\u51fa\u97f3\u9891\u3002<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">\u56db\u3001\u5e38\u7528\u64cd\u4f5c<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th class=\"has-text-align-left\" data-align=\"left\">\u4efb\u52a1<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u547d\u4ee4<\/th><\/tr><\/thead><tbody><tr><td class=\"has-text-align-left\" data-align=\"left\">\u518d\u6b21\u542f\u52a8<\/td><td class=\"has-text-align-left\" data-align=\"left\"><code>docker start cv2<\/code><\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">\u505c\u6b62<\/td><td class=\"has-text-align-left\" data-align=\"left\"><code>docker stop cv2<\/code><\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">\u67e5\u770b\u65e5\u5fd7<\/td><td class=\"has-text-align-left\" data-align=\"left\"><code>docker logs -f cv2<\/code><\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">\u5220\u9664\u5bb9\u5668<\/td><td class=\"has-text-align-left\" data-align=\"left\"><code>docker rm cv2<\/code><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u6a21\u578b\u5df2\u843d\u5730\u672c\u5730\uff0c<strong>\u91cd\u542f\u65e0\u4e0b\u8f7d<\/strong>\uff0c\u5b8c\u5168\u79bb\u7ebf\u3002<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">\u4e94\u3001\u6253\u9020\u81ea\u5df1\u7684\u955c\u50cf\uff08\u63a8\u9001\u5230 Docker Hub\uff09<\/h1>\n\n\n\n<p>\u628a\u521a\u624d\u201c\u6bcf\u6b21 pip \u964d\u7ea7\u201d\u8fd9\u79cd\u4e34\u65f6\u52a8\u4f5c<strong>\u56fa\u5316\u5230\u955c\u50cf\u91cc<\/strong>\uff0c\u4ee5\u540e\u4efb\u4f55\u673a\u5668\u4e00\u6761 <code>docker run benson80\/cosyvoice2<\/code> \u5c31\u80fd\u8dd1\uff0c<strong>\u65e0\u9700\u518d\u4e0b\u8f7d\u6a21\u578b\u3001\u518d\u5378\u8f7d deepspeed<\/strong>\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">1. \u51c6\u5907 Dockerfile\uff08\u4e0e\u5b98\u65b9\u540c\u6b65\uff0c\u4ec5\u52a0\u4e09\u884c\u4fee\u590d\uff09<\/h2>\n\n\n\n<p>\u65b0\u5efa\u7a7a\u6587\u4ef6\u5939\uff0c\u653e\u5165\u6587\u4ef6 <strong>Dockerfile<\/strong>\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\"># \u4e0e\u5b98\u65b9 runtime \u4fdd\u6301\u4e00\u81f4<br>FROM cosyvoice2:v2.0<br>\u200b<br># 1. \u63d0\u524d\u5378\u6389\u4f1a\u7f16\u8bd1\u62a5\u9519\u7684\u5305<br>RUN pip uninstall -y deepspeed ruamel.yaml ruamel.yaml.clib \\<br> &amp;&amp; pip install --no-cache-dir \"ruamel.yaml&lt;0.18\" --no-deps<br>\u200b<br># 2. \u628a\u9ed8\u8ba4\u5de5\u4f5c\u76ee\u5f55\u5207\u5230 CosyVoice \u4ee3\u7801\u6839<br>WORKDIR \/opt\/CosyVoice\/CosyVoice<br>\u200b<br># 3. \u58f0\u660e\u542f\u52a8\u547d\u4ee4\uff08\u6a21\u578b\u8def\u5f84\u7559\u7a7a\uff0c\u8ba9\u7528\u6237\u6302\u8f7d\uff09<br>CMD [\"python3\", \"-u\", \"webui.py\", \"--port\", \"8000\", \"--model_dir\", \"\/workspace\/pretrained_models\/CosyVoice2-0.5B\"]<\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">2. \u672c\u5730\u6784\u5efa &amp; \u6253\u6807\u7b7e<\/h2>\n\n\n\n<pre class=\"wp-block-preformatted\">docker build -t benson80\/cosyvoice2:latest .<\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">3. \u767b\u5f55\u5e76\u63a8\u9001<\/h2>\n\n\n\n<pre class=\"wp-block-preformatted\">docker login<br>docker push benson80\/cosyvoice2:latest<\/pre>\n\n\n\n<p>\u9996\u6b21\u63a8\u9001\u5b8c\u6210\u540e\uff0c\u4f60\u7684\u516c\u5f00\u4ed3\u5e93\u5c31\u6709\u4e86 <strong>\u201c\u5f00\u7bb1\u5373\u7528\u201d<\/strong> \u7684 CosyVoice2 \u955c\u50cf\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">4. \u4f7f\u7528\u81ea\u5df1\u7684\u955c\u50cf\uff08\u4efb\u610f\u673a\u5668\uff09<\/h2>\n\n\n\n<p><strong>\u6a21\u578b\u51c6\u5907\u6b65\u9aa4\u4e0d\u53d8<\/strong>\uff0c\u53ea\u662f\u955c\u50cf\u540d\u6362\u6210\u81ea\u5df1\u7684\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">docker run -d --gpus all --name cv2 -p 8000:8000 -v D:\/CosyVoice\/pretrained_models\/CosyVoice2-0.5B:\/workspace\/pretrained_models\/CosyVoice2-0.5B -v D:\/CosyVoice\/pretrained_models\/wetext:\/root\/.cache\/modelscope\/hub\/pengzhendong\/wetext -e BATCH_SIZE=1 benson80\/cosyvoice2<\/pre>\n\n\n\n<p><strong>\u65e0\u9700\u518d pip \u964d\u7ea7\u3001\u65e0\u9700\u518d\u5378\u8f7d deepspeed<\/strong>\uff0c\u65e5\u5fd7\u76f4\u63a5\u51fa\u73b0\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">Running on local URL: http:\/\/0.0.0.0:8000<\/pre>\n\n\n\n<p>\u6d4f\u89c8\u5668\u6253\u5f00 <code>http:\/\/localhost:8000<\/code> \u7acb\u5373\u5408\u6210\u8bed\u97f3\uff01<\/p>\n\n\n\n<p>\u2705 <strong>\u81f3\u6b64\uff0c\u4f60\u62e5\u6709\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4e00\u4efd <strong>\u79bb\u7ebf\u53ef\u7528<\/strong> \u7684\u8be6\u7ec6\u90e8\u7f72\u6559\u7a0b<\/li>\n\n\n\n<li>\u4e00\u4e2a <strong>\u4fee\u590d\u597d\u4f9d\u8d56<\/strong> \u7684\u516c\u5f00\u955c\u50cf <code>benson80\/cosyvoice2<\/code><\/li>\n\n\n\n<li>\u4efb\u4f55 Windows\/WSL2 \u673a\u5668\uff0c<strong>\u590d\u5236\u4e00\u884c\u547d\u4ee4\u5373\u53ef\u8dd1<\/strong> CosyVoice2<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5168\u7a0b\u65ad\u7f51\u53ef\u8dd1\uff0c5 \u5206\u949f\u641e\u5b9a\uff0c\u590d\u5236\u5373\u80fd\u7528\u3002 \u4e00\u3001\u4e00\u6b21 &hellip;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20,7],"tags":[],"class_list":["post-6132","post","type-post","status-publish","format-standard","hentry","category-docker","category-windows"],"_links":{"self":[{"href":"https:\/\/benson80.eu.org\/index.php?rest_route=\/wp\/v2\/posts\/6132","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/benson80.eu.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/benson80.eu.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/benson80.eu.org\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/benson80.eu.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=6132"}],"version-history":[{"count":18,"href":"https:\/\/benson80.eu.org\/index.php?rest_route=\/wp\/v2\/posts\/6132\/revisions"}],"predecessor-version":[{"id":6151,"href":"https:\/\/benson80.eu.org\/index.php?rest_route=\/wp\/v2\/posts\/6132\/revisions\/6151"}],"wp:attachment":[{"href":"https:\/\/benson80.eu.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6132"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/benson80.eu.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6132"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/benson80.eu.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6132"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}