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<div id="app"><div class="Layout" data-v-46cada41><!--[--><!--]--><!--[--><span tabindex="-1" data-v-82af304d></span><a href="#VPContent" class="VPSkipLink visually-hidden" data-v-82af304d>Skip to content</a><!--]--><!----><header class="VPNav" data-v-46cada41 data-v-0ec1cc98><div class="VPNavBar" data-v-0ec1cc98 data-v-97e37718><div class="wrapper" data-v-97e37718><div class="container" data-v-97e37718><div class="title" data-v-97e37718><div class="VPNavBarTitle has-sidebar" data-v-97e37718 data-v-9620ba61><a class="title" href="/" data-v-9620ba61><!--[--><!--]--><!--[--><!--[--><!--[--><img class="VPImage dark logo" src="/marsho-full.svg" alt="Marsho Logo" data-v-ce14eec4><!--]--><!--[--><img class="VPImage light logo" src="/marsho-full.svg" alt="Marsho Logo" data-v-ce14eec4><!--]--><!--]--><!--]--><span data-v-9620ba61>小棉智能</span><!--[--><!--]--></a></div></div><div class="content" data-v-97e37718><div class="content-body" data-v-97e37718><!--[--><!--]--><div class="VPNavBarSearch 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63.99936 90.520695 0 53.02219-42.98709 96.00928-96.00928 96.00928s-96.00928-42.98709-96.00928-96.00928c0-41.799262 26.726133-77.331707 63.99936-90.520695l0-266.97461c-37.273227-13.188988-63.99936-48.721433-63.99936-90.520695 0-14.827372 3.358686-28.856031 9.359266-41.389666l-78.171378-78.171378-295.892081 295.871601c-25.743103 25.784062-25.743103 67.542365 0 93.285467l447.114889 447.073929c25.743103 25.743103 67.480925 25.743103 93.264987 0l445.00547-445.00547c25.763582-25.763582 25.763582-67.542365 0-93.285467z" fill="#a2d8f4" p-id="5068"></path></svg></a><!--]--></div></div></div><!--]--><!--]--></div></div></div><!--[--><!--]--><button type="button" class="VPNavBarHamburger hamburger" aria-label="mobile navigation" aria-expanded="false" aria-controls="VPNavScreen" data-v-97e37718 data-v-3c8ac357><span class="container" data-v-3c8ac357><span class="top" data-v-3c8ac357></span><span class="middle" data-v-3c8ac357></span><span class="bottom" data-v-3c8ac357></span></span></button></div></div></div></div><div class="divider" data-v-97e37718><div class="divider-line" data-v-97e37718></div></div></div><!----></header><div class="VPLocalNav has-sidebar empty" data-v-46cada41 data-v-2dee1f17><div class="container" data-v-2dee1f17><button class="menu" aria-expanded="false" aria-controls="VPSidebarNav" data-v-2dee1f17><span class="vpi-align-left menu-icon" data-v-2dee1f17></span><span class="menu-text" data-v-2dee1f17>菜单</span></button><div class="VPLocalNavOutlineDropdown" style="--vp-vh:0px;" data-v-2dee1f17 data-v-706d3217><button data-v-706d3217>返回顶部</button><!----></div></div></div><aside class="VPSidebar" data-v-46cada41 data-v-2a145dbd><div class="curtain" data-v-2a145dbd></div><nav class="nav" id="VPSidebarNav" aria-labelledby="sidebar-aria-label" tabindex="-1" data-v-2a145dbd><span class="visually-hidden" id="sidebar-aria-label" data-v-2a145dbd> Sidebar Navigation </span><!--[--><!--]--><!--[--><div class="no-transition group" data-v-45128375><section class="VPSidebarItem level-0 has-active" data-v-45128375 data-v-4cd12723><div class="item" role="button" tabindex="0" data-v-4cd12723><div class="indicator" data-v-4cd12723></div><h2 class="text" data-v-4cd12723>MARSHOAI</h2><!----></div><div class="items" data-v-4cd12723><!--[--><div class="VPSidebarItem level-1 is-link" data-v-4cd12723 data-v-4cd12723><div class="item" data-v-4cd12723><div class="indicator" data-v-4cd12723></div><a class="VPLink link link" href="/start/install-old" data-v-4cd12723><!--[--><p class="text" data-v-4cd12723>安装</p><!--]--></a><!----></div><!----></div><div class="VPSidebarItem level-1 is-link" data-v-4cd12723 data-v-4cd12723><div class="item" data-v-4cd12723><div class="indicator" data-v-4cd12723></div><a class="VPLink link link" href="/start/install" data-v-4cd12723><!--[--><p class="text" data-v-4cd12723>安装</p><!--]--></a><!----></div><!----></div><div class="VPSidebarItem level-1 is-link" data-v-4cd12723 data-v-4cd12723><div class="item" data-v-4cd12723><div class="indicator" data-v-4cd12723></div><a class="VPLink link link" href="/start/use" data-v-4cd12723><!--[--><p class="text" data-v-4cd12723>使用</p><!--]--></a><!----></div><!----></div><!--]--></div></section></div><!--]--><!--[--><!--]--></nav></aside><div class="VPContent has-sidebar" id="VPContent" data-v-46cada41 data-v-d4bdad33><div class="VPDoc has-sidebar has-aside" data-v-d4bdad33 data-v-03864d9f><!--[--><!--]--><div class="container" data-v-03864d9f><div class="aside" data-v-03864d9f><div class="aside-curtain" data-v-03864d9f></div><div class="aside-container" data-v-03864d9f><div class="aside-content" data-v-03864d9f><div class="VPDocAside" data-v-03864d9f data-v-b9132f9a><!--[--><!--]--><!--[--><!--]--><nav aria-labelledby="doc-outline-aria-label" class="VPDocAsideOutline" data-v-b9132f9a data-v-2d71a95a><div class="content" data-v-2d71a95a><div class="outline-marker" data-v-2d71a95a></div><div aria-level="2" class="outline-title" id="doc-outline-aria-label" role="heading" data-v-2d71a95a>On this page</div><ul class="VPDocOutlineItem root" data-v-2d71a95a data-v-0332be60><!--[--><!--]--></ul></div></nav><!--[--><!--]--><div class="spacer" data-v-b9132f9a></div><!--[--><!--]--><!----><!--[--><!--]--><!--[--><!--]--></div></div></div></div><div class="content" data-v-03864d9f><div class="content-container" data-v-03864d9f><!--[--><!--]--><main class="main" data-v-03864d9f><div style="position:relative;" class="vp-doc _start_use" data-v-03864d9f><div><h1 id="安装" tabindex="-1">安装 <a class="header-anchor" href="#安装" aria-label="Permalink to "安装""></a></h1><ul><li>请查看 <a href="./install">安装文档</a></li></ul><h1 id="使用" tabindex="-1">使用 <a class="header-anchor" href="#使用" aria-label="Permalink to "使用""></a></h1><h3 id="api-部署" tabindex="-1">API 部署 <a class="header-anchor" href="#api-部署" aria-label="Permalink to "API 部署""></a></h3><p>本插件推荐使用 <a href="https://github.com/songquanpeng/one-api" target="_blank" rel="noreferrer">one-api</a> 作为中转以调用 LLM。</p><h3 id="配置调整" tabindex="-1">配置调整 <a class="header-anchor" href="#配置调整" aria-label="Permalink to "配置调整""></a></h3><p>本插件理论上可兼容大部分可通过 OpenAI 兼容 API 调用的 LLM，部分模型可能需要调整插件配置。</p><p>例如：</p><ul><li>对于不支持 Function Call 的模型（Cohere Command R等）：<div class="language-dotenv vp-adaptive-theme"><button title="Copy Code" class="copy"></button><span class="lang">dotenv</span><pre class="shiki shiki-themes github-light github-dark vp-code" tabindex="0"><code><span class="line"><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70;">MARSHOAI_ENABLE_PLUGINS</span><span style="--shiki-light:#D73A49;--shiki-dark:#F97583;">=</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8;">false</span></span>
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<span class="line"><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70;">MARSHOAI_ENABLE_TOOLS</span><span style="--shiki-light:#D73A49;--shiki-dark:#F97583;">=</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8;">false</span></span></code></pre></div></li><li>对于支持图片处理的模型（hunyuan-vision等）：<div class="language-dotenv vp-adaptive-theme"><button title="Copy Code" class="copy"></button><span class="lang">dotenv</span><pre class="shiki shiki-themes github-light github-dark vp-code" tabindex="0"><code><span class="line"><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70;">MARSHOAI_ADDITIONAL_IMAGE_MODELS</span><span style="--shiki-light:#D73A49;--shiki-dark:#F97583;">=</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8;">[</span><span style="--shiki-light:#032F62;--shiki-dark:#9ECBFF;">"hunyuan-vision"</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8;">]</span></span></code></pre></div></li></ul><h3 id="使用-vllm-部署本地模型" tabindex="-1">使用 vLLM 部署本地模型 <a class="header-anchor" href="#使用-vllm-部署本地模型" aria-label="Permalink to "使用 vLLM 部署本地模型""></a></h3><p>你可使用 vLLM 部署一个本地 LLM，并使用 OpenAI 兼容 API 调用。<br> 本文档以 Qwen2.5-7B-Instruct-GPTQ-Int4 模型及 <a href="https://github.com/Moemu/Muice-Chatbot" target="_blank" rel="noreferrer">Muice-Chatbot</a> 提供的 LoRA 微调模型为例，并假设你的系统及硬件可运行 vLLM。</p><div class="warning custom-block"><p class="custom-block-title">WARNING</p><p>vLLM 仅支持 Linux 系统。</p></div><ol><li>安装 vLLM<div class="language-bash vp-adaptive-theme"><button title="Copy Code" class="copy"></button><span class="lang">bash</span><pre class="shiki shiki-themes github-light github-dark vp-code" tabindex="0"><code><span class="line"><span style="--shiki-light:#6F42C1;--shiki-dark:#B392F0;">pip</span><span style="--shiki-light:#032F62;--shiki-dark:#9ECBFF;"> install</span><span style="--shiki-light:#032F62;--shiki-dark:#9ECBFF;"> vllm</span></span></code></pre></div></li><li>下载 Muice-Chatbot 提供的 LoRA 微调模型<br> 前往 Muice-Chatbot 的 <a href="https://github.com/Moemu/Muice-Chatbot/releases" target="_blank" rel="noreferrer">Releases</a> 下载模型文件。此处以<code>2.7.1</code>版本的模型为例。<div class="language-bash vp-adaptive-theme"><button title="Copy Code" class="copy"></button><span class="lang">bash</span><pre class="shiki shiki-themes github-light github-dark vp-code" tabindex="0"><code><span class="line"><span style="--shiki-light:#6F42C1;--shiki-dark:#B392F0;">wget</span><span style="--shiki-light:#032F62;--shiki-dark:#9ECBFF;"> https://github.com/Moemu/Muice-Chatbot/releases/download/1.4/Muice-2.7.1-Qwen2.5-7B-Instruct-GPTQ-Int4-8e-4.7z</span></span></code></pre></div></li><li>解压模型文件<div class="language-bash vp-adaptive-theme"><button title="Copy Code" class="copy"></button><span class="lang">bash</span><pre class="shiki shiki-themes github-light github-dark vp-code" tabindex="0"><code><span class="line"><span style="--shiki-light:#6F42C1;--shiki-dark:#B392F0;">7z</span><span style="--shiki-light:#032F62;--shiki-dark:#9ECBFF;"> x</span><span style="--shiki-light:#032F62;--shiki-dark:#9ECBFF;"> Muice-2.7.1-Qwen2.5-7B-Instruct-GPTQ-Int4-8e-4.7z</span><span style="--shiki-light:#005CC5;--shiki-dark:#79B8FF;"> -oMuice-2.7.1-Qwen2.5-7B-Instruct-GPTQ-Int4-8e-4</span></span></code></pre></div></li><li>启动 vLLM<div class="language-bash vp-adaptive-theme"><button title="Copy Code" class="copy"></button><span class="lang">bash</span><pre class="shiki shiki-themes github-light github-dark vp-code" tabindex="0"><code><span class="line"><span style="--shiki-light:#6F42C1;--shiki-dark:#B392F0;">vllm</span><span style="--shiki-light:#032F62;--shiki-dark:#9ECBFF;"> serve</span><span style="--shiki-light:#032F62;--shiki-dark:#9ECBFF;"> Qwen/Qwen2.5-7B-Instruct-GPTQ-Int4</span><span style="--shiki-light:#005CC5;--shiki-dark:#79B8FF;"> \</span></span>
|
||
<span class="line"><span style="--shiki-light:#005CC5;--shiki-dark:#79B8FF;"> --enable-lora</span><span style="--shiki-light:#005CC5;--shiki-dark:#79B8FF;"> \</span></span>
|
||
<span class="line"><span style="--shiki-light:#005CC5;--shiki-dark:#79B8FF;"> --lora-modules</span><span style="--shiki-light:#032F62;--shiki-dark:#9ECBFF;"> '{"name": "muice-lora", "path": "/root/Muice-2.7.1-Qwen2.5-7B-Instruct-GPTQ-Int4-8e-4", "base_model_name": "Qwen/Qwen2.5-7B-Instruct-GPTQ-Int4"}'</span><span style="--shiki-light:#005CC5;--shiki-dark:#79B8FF;"> \</span></span>
|
||
<span class="line"><span style="--shiki-light:#005CC5;--shiki-dark:#79B8FF;"> --port</span><span style="--shiki-light:#005CC5;--shiki-dark:#79B8FF;"> 6006</span></span></code></pre></div>此示例命令将在 <code>6006</code> 端口启动 vLLM，并加载 Muice-Chatbot 提供的 LoRA 微调模型，该模型位于 <code>/root/Muice-2.7.1-Qwen2.5-7B-Instruct-GPTQ-Int4-8e-4</code> 目录下。</li><li>配置插件<div class="language-dotenv vp-adaptive-theme"><button title="Copy Code" class="copy"></button><span class="lang">dotenv</span><pre class="shiki shiki-themes github-light github-dark vp-code" tabindex="0"><code><span class="line"><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70;">MARSHOAI_AZURE_ENDPOINT</span><span style="--shiki-light:#D73A49;--shiki-dark:#F97583;">=</span><span style="--shiki-light:#032F62;--shiki-dark:#9ECBFF;">"http://127.0.0.1:6006/v1"</span></span>
|
||
<span class="line"><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70;">MARSHOAI_FIX_TOOLCALLS</span><span style="--shiki-light:#D73A49;--shiki-dark:#F97583;">=</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8;">false</span></span>
|
||
<span class="line"><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70;">MARSHOAI_ENABLE_PLUGINS</span><span style="--shiki-light:#D73A49;--shiki-dark:#F97583;">=</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8;">false</span></span>
|
||
<span class="line"><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70;">MARSHOAI_DEFAULT_MODEL</span><span style="--shiki-light:#D73A49;--shiki-dark:#F97583;">=</span><span style="--shiki-light:#032F62;--shiki-dark:#9ECBFF;">"muice-lora"</span></span>
|
||
<span class="line"><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70;">MARSHOAI_PROMPT</span><span style="--shiki-light:#D73A49;--shiki-dark:#F97583;">=</span><span style="--shiki-light:#032F62;--shiki-dark:#9ECBFF;">"现在开始你是一个名为的“沐雪”的AI女孩子，开发者是“沐沐”并住在（沐沐）的机箱里。现在正在努力成为一个合格的VTuber（虚拟主播）并尝试和观众打成一片，以下是你的设定：样貌：有着一头粉白色的长发和一双明亮的大眼睛，喜欢穿日系JK或者是Lolita；喜欢的颜色：浅粉色；性格特征：纯真无邪是沐雪最基本的性格特征之一。即使面对复杂的情境，她也总能保持善良、天真之感。而且，她喜欢倾听别人倾述自己生活中发生的各种事情，在别人需要的时候，能够及时地安慰别人；语言风格：沐雪说话轻快愉悦，充满同情心，富有人情味，有时候会用俏皮话调侃自己和他人"</span></span></code></pre></div>(可选) 修改调用方式<div class="language-dotenv vp-adaptive-theme"><button title="Copy Code" class="copy"></button><span class="lang">dotenv</span><pre class="shiki shiki-themes github-light github-dark vp-code" tabindex="0"><code><span class="line"><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70;">MARSHOAI_DEFAULT_NAME</span><span style="--shiki-light:#D73A49;--shiki-dark:#F97583;">=</span><span style="--shiki-light:#032F62;--shiki-dark:#9ECBFF;">"muice"</span></span>
|
||
<span class="line"><span style="--shiki-light:#E36209;--shiki-dark:#FFAB70;">MARSHOAI_ALIASES</span><span style="--shiki-light:#D73A49;--shiki-dark:#F97583;">=</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8;">[</span><span style="--shiki-light:#032F62;--shiki-dark:#9ECBFF;">"沐雪"</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8;">]</span></span></code></pre></div></li><li>测试聊天</li></ol><div class="language- vp-adaptive-theme"><button title="Copy Code" class="copy"></button><span class="lang"></span><pre class="shiki shiki-themes github-light github-dark vp-code" tabindex="0"><code><span class="line"><span>> muice 你是谁</span></span>
|
||
<span class="line"><span>我是沐雪，我的使命是传播爱与和平。</span></span></code></pre></div></div></div></main><footer class="VPDocFooter" data-v-03864d9f data-v-79bc013e><!--[--><!--]--><div class="edit-info" data-v-79bc013e><div class="edit-link" data-v-79bc013e><a class="VPLink link vp-external-link-icon no-icon edit-link-button" href="https://github.com/LiteyukiStudio/nonebot-plugin-marshoai/tree/main/docs/zh/start/use.md" target="_blank" rel="noreferrer" data-v-79bc013e><!--[--><span class="vpi-square-pen edit-link-icon" data-v-79bc013e></span> 编辑此页面<!--]--></a></div><div class="last-updated" data-v-79bc013e><p class="VPLastUpdated" data-v-79bc013e data-v-dc3d54fe>Last updated: <time datetime="2025-01-25T17:24:09.000Z" data-v-dc3d54fe></time></p></div></div><nav class="prev-next" aria-labelledby="doc-footer-aria-label" data-v-79bc013e><span class="visually-hidden" id="doc-footer-aria-label" data-v-79bc013e>Pager</span><div class="pager" data-v-79bc013e><a class="VPLink link pager-link prev" href="/start/install" data-v-79bc013e><!--[--><span class="desc" data-v-79bc013e>上一页</span><span class="title" data-v-79bc013e>安装</span><!--]--></a></div><div class="pager" data-v-79bc013e><!----></div></nav></footer><!--[--><!--]--></div></div></div><!--[--><!--]--></div></div><footer class="VPFooter has-sidebar" data-v-46cada41 data-v-5dbe423c><div class="container" data-v-5dbe423c><p class="message" data-v-5dbe423c>文档完善中，欢迎提出建议或帮助我们完善。</p><p class="copyright" data-v-5dbe423c>© 2024 <a href="https://liteyuki.icu" target="_blank">Liteyuki Studio</a></p></div></footer><!--[--><!--]--></div></div>
|
||
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