[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"similar-lemonade-sdk--lemonade":3,"tool-lemonade-sdk--lemonade":62},[4,18,26,36,46,54],{"id":5,"name":6,"github_repo":7,"description_zh":8,"stars":9,"difficulty_score":10,"last_commit_at":11,"category_tags":12,"status":17},4358,"openclaw","openclaw\u002Fopenclaw","OpenClaw 是一款专为个人打造的本地化 AI 助手，旨在让你在自己的设备上拥有完全可控的智能伙伴。它打破了传统 AI 助手局限于特定网页或应用的束缚，能够直接接入你日常使用的各类通讯渠道，包括微信、WhatsApp、Telegram、Discord、iMessage 等数十种平台。无论你在哪个聊天软件中发送消息，OpenClaw 都能即时响应，甚至支持在 macOS、iOS 和 Android 设备上进行语音交互，并提供实时的画布渲染功能供你操控。\n\n这款工具主要解决了用户对数据隐私、响应速度以及“始终在线”体验的需求。通过将 AI 部署在本地，用户无需依赖云端服务即可享受快速、私密的智能辅助，真正实现了“你的数据，你做主”。其独特的技术亮点在于强大的网关架构，将控制平面与核心助手分离，确保跨平台通信的流畅性与扩展性。\n\nOpenClaw 非常适合希望构建个性化工作流的技术爱好者、开发者，以及注重隐私保护且不愿被单一生态绑定的普通用户。只要具备基础的终端操作能力（支持 macOS、Linux 及 Windows WSL2），即可通过简单的命令行引导完成部署。如果你渴望拥有一个懂你",349277,3,"2026-04-06T06:32:30",[13,14,15,16],"Agent","开发框架","图像","数据工具","ready",{"id":19,"name":20,"github_repo":21,"description_zh":22,"stars":23,"difficulty_score":10,"last_commit_at":24,"category_tags":25,"status":17},3808,"stable-diffusion-webui","AUTOMATIC1111\u002Fstable-diffusion-webui","stable-diffusion-webui 是一个基于 Gradio 构建的网页版操作界面，旨在让用户能够轻松地在本地运行和使用强大的 Stable Diffusion 图像生成模型。它解决了原始模型依赖命令行、操作门槛高且功能分散的痛点，将复杂的 AI 绘图流程整合进一个直观易用的图形化平台。\n\n无论是希望快速上手的普通创作者、需要精细控制画面细节的设计师，还是想要深入探索模型潜力的开发者与研究人员，都能从中获益。其核心亮点在于极高的功能丰富度：不仅支持文生图、图生图、局部重绘（Inpainting）和外绘（Outpainting）等基础模式，还独创了注意力机制调整、提示词矩阵、负向提示词以及“高清修复”等高级功能。此外，它内置了 GFPGAN 和 CodeFormer 等人脸修复工具，支持多种神经网络放大算法，并允许用户通过插件系统无限扩展能力。即使是显存有限的设备，stable-diffusion-webui 也提供了相应的优化选项，让高质量的 AI 艺术创作变得触手可及。",162132,"2026-04-05T11:01:52",[14,15,13],{"id":27,"name":28,"github_repo":29,"description_zh":30,"stars":31,"difficulty_score":32,"last_commit_at":33,"category_tags":34,"status":17},1381,"everything-claude-code","affaan-m\u002Feverything-claude-code","everything-claude-code 是一套专为 AI 编程助手（如 Claude Code、Codex、Cursor 等）打造的高性能优化系统。它不仅仅是一组配置文件，而是一个经过长期实战打磨的完整框架，旨在解决 AI 代理在实际开发中面临的效率低下、记忆丢失、安全隐患及缺乏持续学习能力等核心痛点。\n\n通过引入技能模块化、直觉增强、记忆持久化机制以及内置的安全扫描功能，everything-claude-code 能显著提升 AI 在复杂任务中的表现，帮助开发者构建更稳定、更智能的生产级 AI 代理。其独特的“研究优先”开发理念和针对 Token 消耗的优化策略，使得模型响应更快、成本更低，同时有效防御潜在的攻击向量。\n\n这套工具特别适合软件开发者、AI 研究人员以及希望深度定制 AI 工作流的技术团队使用。无论您是在构建大型代码库，还是需要 AI 协助进行安全审计与自动化测试，everything-claude-code 都能提供强大的底层支持。作为一个曾荣获 Anthropic 黑客大奖的开源项目，它融合了多语言支持与丰富的实战钩子（hooks），让 AI 真正成长为懂上",160411,2,"2026-04-18T23:33:24",[14,13,35],"语言模型",{"id":37,"name":38,"github_repo":39,"description_zh":40,"stars":41,"difficulty_score":42,"last_commit_at":43,"category_tags":44,"status":17},8272,"opencode","anomalyco\u002Fopencode","OpenCode 是一款开源的 AI 编程助手（Coding Agent），旨在像一位智能搭档一样融入您的开发流程。它不仅仅是一个代码补全插件，而是一个能够理解项目上下文、自主规划任务并执行复杂编码操作的智能体。无论是生成全新功能、重构现有代码，还是排查难以定位的 Bug，OpenCode 都能通过自然语言交互高效完成，显著减少开发者在重复性劳动和上下文切换上的时间消耗。\n\n这款工具专为软件开发者、工程师及技术研究人员设计，特别适合希望利用大模型能力来提升编码效率、加速原型开发或处理遗留代码维护的专业人群。其核心亮点在于完全开源的架构，这意味着用户可以审查代码逻辑、自定义行为策略，甚至私有化部署以保障数据安全，彻底打破了传统闭源 AI 助手的“黑盒”限制。\n\n在技术体验上，OpenCode 提供了灵活的终端界面（Terminal UI）和正在测试中的桌面应用程序，支持 macOS、Windows 及 Linux 全平台。它兼容多种包管理工具，安装便捷，并能无缝集成到现有的开发环境中。无论您是追求极致控制权的资深极客，还是渴望提升产出的独立开发者，OpenCode 都提供了一个透明、可信",144296,1,"2026-04-16T14:50:03",[13,45],"插件",{"id":47,"name":48,"github_repo":49,"description_zh":50,"stars":51,"difficulty_score":32,"last_commit_at":52,"category_tags":53,"status":17},2271,"ComfyUI","Comfy-Org\u002FComfyUI","ComfyUI 是一款功能强大且高度模块化的视觉 AI 引擎，专为设计和执行复杂的 Stable Diffusion 图像生成流程而打造。它摒弃了传统的代码编写模式，采用直观的节点式流程图界面，让用户通过连接不同的功能模块即可构建个性化的生成管线。\n\n这一设计巧妙解决了高级 AI 绘图工作流配置复杂、灵活性不足的痛点。用户无需具备编程背景，也能自由组合模型、调整参数并实时预览效果，轻松实现从基础文生图到多步骤高清修复等各类复杂任务。ComfyUI 拥有极佳的兼容性，不仅支持 Windows、macOS 和 Linux 全平台，还广泛适配 NVIDIA、AMD、Intel 及苹果 Silicon 等多种硬件架构，并率先支持 SDXL、Flux、SD3 等前沿模型。\n\n无论是希望深入探索算法潜力的研究人员和开发者，还是追求极致创作自由度的设计师与资深 AI 绘画爱好者，ComfyUI 都能提供强大的支持。其独特的模块化架构允许社区不断扩展新功能，使其成为当前最灵活、生态最丰富的开源扩散模型工具之一，帮助用户将创意高效转化为现实。",109154,"2026-04-18T11:18:24",[14,15,13],{"id":55,"name":56,"github_repo":57,"description_zh":58,"stars":59,"difficulty_score":32,"last_commit_at":60,"category_tags":61,"status":17},6121,"gemini-cli","google-gemini\u002Fgemini-cli","gemini-cli 是一款由谷歌推出的开源 AI 命令行工具，它将强大的 Gemini 大模型能力直接集成到用户的终端环境中。对于习惯在命令行工作的开发者而言，它提供了一条从输入提示词到获取模型响应的最短路径，无需切换窗口即可享受智能辅助。\n\n这款工具主要解决了开发过程中频繁上下文切换的痛点，让用户能在熟悉的终端界面内直接完成代码理解、生成、调试以及自动化运维任务。无论是查询大型代码库、根据草图生成应用，还是执行复杂的 Git 操作，gemini-cli 都能通过自然语言指令高效处理。\n\n它特别适合广大软件工程师、DevOps 人员及技术研究人员使用。其核心亮点包括支持高达 100 万 token 的超长上下文窗口，具备出色的逻辑推理能力；内置 Google 搜索、文件操作及 Shell 命令执行等实用工具；更独特的是，它支持 MCP（模型上下文协议），允许用户灵活扩展自定义集成，连接如图像生成等外部能力。此外，个人谷歌账号即可享受免费的额度支持，且项目基于 Apache 2.0 协议完全开源，是提升终端工作效率的理想助手。",100752,"2026-04-10T01:20:03",[45,13,15,14],{"id":63,"github_repo":64,"name":65,"description_en":66,"description_zh":67,"ai_summary_zh":67,"readme_en":68,"readme_zh":69,"quickstart_zh":70,"use_case_zh":71,"hero_image_url":72,"owner_login":73,"owner_name":73,"owner_avatar_url":74,"owner_bio":75,"owner_company":75,"owner_location":75,"owner_email":75,"owner_twitter":75,"owner_website":75,"owner_url":76,"languages":77,"stars":117,"forks":118,"last_commit_at":119,"license":120,"difficulty_score":32,"env_os":121,"env_gpu":122,"env_ram":123,"env_deps":124,"category_tags":132,"github_topics":133,"view_count":32,"oss_zip_url":75,"oss_zip_packed_at":75,"status":17,"created_at":153,"updated_at":154,"faqs":155,"releases":185},9407,"lemonade-sdk\u002Flemonade","lemonade","Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Join our discord: https:\u002F\u002Fdiscord.gg\u002F5xXzkMu8Zk","Lemonade 是一款专为本地运行打造的高性能 AI 服务器，旨在让用户无需依赖云端，即可在个人电脑的 GPU 或 NPU 上免费、私密地部署和运行最新的大语言模型。它有效解决了用户在使用在线 AI 服务时面临的数据隐私泄露风险、高昂的 API 调用费用以及网络延迟等痛点。\n\n无论是希望保护敏感数据的普通用户、需要离线开发环境的开发者，还是追求极致响应速度的研究人员，都能从 Lemonade 中受益。该工具不仅支持聊天、代码生成、语音处理及图像创作等多模态任务，还具备两大核心形态：作为独立服务器运行时，它能完美兼容 OpenAI、Anthropic 和 Ollama 等主流接口，让用户无缝连接数百款现有 AI 应用；作为嵌入式组件时，则可打包进自定义软件中，实现自动优化适配。\n\n其独特的技术亮点在于深度的硬件优化，特别是由 AMD 工程师参与调优，能够充分释放 Ryzen AI、Radeon 显卡及 Strix Halo 平台的算力潜能，带来“清爽”般的极速体验。配合便捷的模型管理器和跨平台移动端支持，Lemonade 让每个人都能轻松将强大的 AI 能力装进自己的口袋。","## 🍋 Lemonade: Refreshingly fast local AI\n\n\u003Cp align=\"center\">\n  \u003Ca href=\"https:\u002F\u002Fdiscord.gg\u002F5xXzkMu8Zk\">\n    \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FDiscord-7289DA?logo=discord&logoColor=white\" alt=\"Discord\" \u002F>\u003C\u002Fa>\n  \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fblob\u002Fmain\u002Fdocs\u002Fcontribute.md\" title=\"Contribution Guide\">\n    \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FPRs-welcome-brightgreen.svg\" alt=\"PRs Welcome\" \u002F>\u003C\u002Fa>\n  \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Flatest\" title=\"Download the latest release\">\n    \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Fv\u002Frelease\u002Flemonade-sdk\u002Flemonade?include_prereleases\" alt=\"Latest Release\" \u002F>\u003C\u002Fa>\n  \u003Ca href=\"https:\u002F\u002Ftooomm.github.io\u002Fgithub-release-stats\u002F?username=lemonade-sdk&repository=lemonade\">\n    \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Fdownloads\u002Flemonade-sdk\u002Flemonade\u002Ftotal.svg\" alt=\"GitHub downloads\" \u002F>\u003C\u002Fa>\n  \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fissues\">\n    \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Fissues\u002Flemonade-sdk\u002Flemonade\" alt=\"GitHub issues\" \u002F>\u003C\u002Fa>\n  \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fblob\u002Fmain\u002FLICENSE\">\n    \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FLicense-Apache-yellow.svg\" alt=\"License: Apache\" \u002F>\u003C\u002Fa>\n  \u003Ca href=\"https:\u002F\u002Fstar-history.com\u002F#lemonade-sdk\u002Flemonade\">\n    \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FStar%20History-View-brightgreen\" alt=\"Star History Chart\" \u002F>\u003C\u002Fa>\n\u003C\u002Fp>\n\u003Cp align=\"center\">\n  \u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Flemonade-sdk_lemonade_readme_95107b8083e0.png\" alt=\"Lemonade Banner\" \u002F>\n\u003C\u002Fp>\n\u003Ch3 align=\"center\">\n  \u003Ca href=\"https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html\">Download\u003C\u002Fa> |\n  \u003Ca href=\"https:\u002F\u002Flemonade-server.ai\u002Fdocs\u002F\">Documentation\u003C\u002Fa> |\n  \u003Ca href=\"https:\u002F\u002Fdiscord.gg\u002F5xXzkMu8Zk\">Discord\u003C\u002Fa>\n\u003C\u002Fh3>\n\nLemonade is the local AI server that gives you the same capabilities as cloud APIs, except 100% free and private. Use the latest models for chat, coding, speech, and image generation on your own NPU and GPU.\n\nLemonade comes in two flavors:\n\n* **Lemonade Server** installs a service you can connect to hundreds of great apps using standard OpenAI, Anthropic, and Ollama APIs.\n* **Embeddable Lemonade** is a portable binary you can package into your own application to give it multi-modal local AI that auto-optimizes for your user’s PC.\n\n*This project is built by the community for every PC, with optimizations by AMD engineers to get the most from Ryzen AI, Radeon, and Strix Halo PCs.*\n\n## Getting Started\n\n1. **Install**: [Windows](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#windows) · [Linux](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#linux) · [macOS (beta)](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#macos) · [Docker](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#docker) · [Source](.\u002Fdocs\u002Fdev-getting-started.md)\n2. **Get Models**: Browse and download with the [Model Manager](#model-library)\n3. **Generate**: Try models with the built-in interfaces for chat, image gen, speech gen, and more\n4. **Mobile**: Take your lemonade to go: [iOS](https:\u002F\u002Fapps.apple.com\u002Fus\u002Fapp\u002Flemonade-mobile\u002Fid6757372210) · [Android](https:\u002F\u002Fplay.google.com\u002Fstore\u002Fapps\u002Fdetails?id=com.lemonade.mobile.chat.ai&pli=1) · [Source](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade-mobile)\n5. **Connect**: Use Lemonade with your [favorite apps](https:\u002F\u002Flemonade-server.ai\u002Fmarketplace):\n\n\u003C!-- MARKETPLACE_START -->\n\u003Cp align=\"center\">\n  \u003Ca href=\"https:\u002F\u002Flemonade-server.ai\u002Fdocs\u002Fserver\u002Fapps\u002Fclaude-code\u002F\" title=\"Claude Code\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Flemonade-sdk_lemonade_readme_9c1146a89173.png\" alt=\"Claude Code\" width=\"60\" \u002F>\u003C\u002Fa>  \u003Ca href=\"https:\u002F\u002Fquickthoughts.ca\u002Fposts\u002Ffirefox-chatback-lemonade-sdk\u002F\" title=\"Firefox Chatbot\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Flemonade-sdk_lemonade_readme_48bc953a5def.png\" alt=\"Firefox Chatbot\" width=\"60\" \u002F>\u003C\u002Fa>  \u003Ca href=\"https:\u002F\u002Flemonade-server.ai\u002Fdocs\u002Fserver\u002Fapps\u002FanythingLLM\u002F\" title=\"AnythingLLM\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Flemonade-sdk_lemonade_readme_7695ad97617b.png\" alt=\"AnythingLLM\" width=\"60\" \u002F>\u003C\u002Fa>  \u003Ca href=\"https:\u002F\u002Fmarketplace.dify.ai\u002Fplugins\u002Flanggenius\u002Flemonade\" title=\"Dify\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Flemonade-sdk_lemonade_readme_bc72e27ec7b0.png\" alt=\"Dify\" width=\"60\" \u002F>\u003C\u002Fa>  \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Famd\u002Fgaia?tab=readme-ov-file#getting-started-guide\" title=\"GAIA\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Flemonade-sdk_lemonade_readme_0935641631d6.png\" alt=\"GAIA\" width=\"60\" \u002F>\u003C\u002Fa>  \u003Ca href=\"https:\u002F\u002Fadmcpr.com\u002Flocal-github-copilot-with-lemonade-server-on-windows\" title=\"GitHub Copilot\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Flemonade-sdk_lemonade_readme_f1f53d034ced.png\" alt=\"GitHub Copilot\" width=\"60\" \u002F>\u003C\u002Fa>  \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Finfinity-arcade\" title=\"Infinity Arcade\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Flemonade-sdk_lemonade_readme_697bbcdf328f.png\" alt=\"Infinity Arcade\" width=\"60\" \u002F>\u003C\u002Fa>  \u003Ca href=\"https:\u002F\u002Fn8n.io\u002Fintegrations\u002Flemonade-model\u002F\" title=\"n8n\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Flemonade-sdk_lemonade_readme_c3d5cec9084c.png\" alt=\"n8n\" width=\"60\" \u002F>\u003C\u002Fa>  \u003Ca href=\"https:\u002F\u002Flemonade-server.ai\u002Fdocs\u002Fserver\u002Fapps\u002Fopen-webui\u002F\" title=\"Open WebUI\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Flemonade-sdk_lemonade_readme_123bf4a94511.png\" alt=\"Open WebUI\" width=\"60\" \u002F>\u003C\u002Fa>  \u003Ca href=\"https:\u002F\u002Flemonade-server.ai\u002Fdocs\u002Fserver\u002Fapps\u002Fopen-hands\u002F\" title=\"OpenHands\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Flemonade-sdk_lemonade_readme_27a19e239df3.png\" alt=\"OpenHands\" width=\"60\" \u002F>\u003C\u002Fa>\n\u003C\u002Fp>\n\n\u003Cp align=\"center\">\u003Cem>Want your app featured here? \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Fmarketplace\">Just submit a marketplace PR!\u003C\u002Fa>\u003C\u002Fem>\u003C\u002Fp>\n\u003C!-- MARKETPLACE_END -->\n\n## Supported Platforms\n\n| Platform | Build |\n|----------|-------|\n| [![Arch Linux](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FArch%20Linux-supported-1793D1?logo=arch-linux&logoColor=white)](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#arch) | [![Build on Arch](https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Factions\u002Fworkflow\u002Fstatus\u002Flemonade-sdk\u002Flemonade\u002Flinux_distro_builds.yml?branch=main&label=Build%20on%20Arch)](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Factions\u002Fworkflows\u002Flinux_distro_builds.yml) |\n| [![Debian Trixie+](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FDebian-Trixie%2B-A81D33?logo=debian&logoColor=white)](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#debian) | [![Build on Debian](https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Factions\u002Fworkflow\u002Fstatus\u002Flemonade-sdk\u002Flemonade\u002Flinux_distro_builds.yml?branch=main&label=Build%20on%20Debian)](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Factions\u002Fworkflows\u002Flinux_distro_builds.yml) |\n| [![Docker](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FDocker-supported-2496ED?logo=docker&logoColor=white)](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#docker) | [![Build Container Image](https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Factions\u002Fworkflow\u002Fstatus\u002Flemonade-sdk\u002Flemonade\u002Fbuild-and-push-container.yml?branch=main&label=Build%20Container%20Image)](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Factions\u002Fworkflows\u002Fbuild-and-push-container.yml) |\n| [![Fedora 43](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FFedora-43-294172?logo=fedora&logoColor=white)](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#fedora) | [![Build .rpm](https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Factions\u002Fworkflow\u002Fstatus\u002Flemonade-sdk\u002Flemonade\u002Fcpp_server_build_test_release.yml?branch=main&label=Build%20.rpm)](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Factions\u002Fworkflows\u002Fcpp_server_build_test_release.yml) |\n| [![macOS beta](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FmacOS-beta-999999?logo=apple&logoColor=white)](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#macos) | [![Build .pkg](https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Factions\u002Fworkflow\u002Fstatus\u002Flemonade-sdk\u002Flemonade\u002Fcpp_server_build_test_release.yml?branch=main&label=Build%20.pkg)](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Factions\u002Fworkflows\u002Fcpp_server_build_test_release.yml) |\n| [![Snap](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FSnap-supported-82BEA0?logo=snapcraft&logoColor=white)](https:\u002F\u002Fsnapcraft.io\u002Flemonade-server) | [![Build Snap](https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Factions\u002Fworkflow\u002Fstatus\u002Flemonade-sdk\u002Flemonade-server-snap\u002Fsnap-build.yaml?branch=main&label=Build%20Snap)](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade-server-snap\u002Factions\u002Fworkflows\u002Fsnap-build.yaml) |\n| [![Ubuntu 24.04+](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FUbuntu-24.04%2B-E95420?logo=ubuntu&logoColor=white)](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#ubuntu) | [![Build Launchpad PPA](https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Factions\u002Fworkflow\u002Fstatus\u002Flemonade-sdk\u002Flemonade\u002Flaunchpad-ppa.yml?branch=main&label=Build%20Launchpad%20PPA)](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Factions\u002Fworkflows\u002Flaunchpad-ppa.yml) |\n| [![Windows 11](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FWindows-11-0078D6?logo=windows&logoColor=white)](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#windows) | [![Build .msi](https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Factions\u002Fworkflow\u002Fstatus\u002Flemonade-sdk\u002Flemonade\u002Fcpp_server_build_test_release.yml?branch=main&label=Build%20.msi)](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Factions\u002Fworkflows\u002Fcpp_server_build_test_release.yml) |\n\n## Using the CLI\n\nTo run and chat with Gemma:\n\n```\nlemonade run Gemma-4-E2B-it-GGUF\n```\n\nTo code with Lemonade models:\n\n```\nlemonade launch claude\n```\n\nMulti-modality:\n\n```\n# image gen\nlemonade run SDXL-Turbo\n\n# speech gen\nlemonade run kokoro-v1\n\n# transcription\nlemonade run Whisper-Large-v3-Turbo\n```\n\nTo see available models and download them:\n\n```\nlemonade list\n\nlemonade pull Gemma-4-E2B-it-GGUF\n```\n\nTo see the backends available on your PC:\n\n```\nlemonade backends\n```\n\n\n## Model Library\n\n\u003Cimg align=\"right\" src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Flemonade-sdk_lemonade_readme_a3c3c3a27a10.png\" alt=\"Model Manager\" width=\"280\" \u002F>\n\nLemonade supports a wide variety of LLMs (**GGUF**, **FLM**, and **ONNX**), whisper, stable diffusion, etc. models across CPU, GPU, and NPU.\n\nUse `lemonade pull` or the built-in **Model Manager** to download models. You can also import custom GGUF\u002FONNX models from Hugging Face.\n\n**[Browse all built-in models →](https:\u002F\u002Flemonade-server.ai\u002Fmodels.html)**\n\n\u003Cbr clear=\"right\"\u002F>\n\n## Supported Configurations\n\nLemonade supports multiple inference engines for LLM, speech, TTS, and image generation, and each has its own backend and hardware requirements.\n\n\u003Ctable>\n  \u003Cthead>\n    \u003Ctr>\n      \u003Cth>Modality\u003C\u002Fth>\n      \u003Cth>Engine\u003C\u002Fth>\n      \u003Cth>Backend\u003C\u002Fth>\n      \u003Cth>Device\u003C\u002Fth>\n      \u003Cth>OS\u003C\u002Fth>\n    \u003C\u002Ftr>\n  \u003C\u002Fthead>\n  \u003Ctbody>\n    \u003Ctr>\n      \u003Ctd rowspan=\"7\">\u003Cstrong>Text generation\u003C\u002Fstrong>\u003C\u002Ftd>\n      \u003Ctd rowspan=\"5\">\u003Ccode>llamacpp\u003C\u002Fcode>\u003C\u002Ftd>\n      \u003Ctd>\u003Ccode>vulkan\u003C\u002Fcode>\u003C\u002Ftd>\n      \u003Ctd>\u003Ccode>x86_64\u003C\u002Fcode> CPU, AMD iGPU, AMD dGPU\u003C\u002Ftd>\n      \u003Ctd>Windows, Linux\u003C\u002Ftd>\n    \u003C\u002Ftr>\n    \u003Ctr>\n      \u003Ctd>\u003Ccode>rocm\u003C\u002Fcode>\u003C\u002Ftd>\n      \u003Ctd>Supported AMD ROCm iGPU\u002FdGPU families*\u003C\u002Ftd>\n      \u003Ctd>Windows, Linux\u003C\u002Ftd>\n    \u003C\u002Ftr>\n    \u003Ctr>\n      \u003Ctd>\u003Ccode>cpu\u003C\u002Fcode>\u003C\u002Ftd>\n      \u003Ctd>\u003Ccode>x86_64\u003C\u002Fcode> CPU\u003C\u002Ftd>\n      \u003Ctd>Windows, Linux\u003C\u002Ftd>\n    \u003C\u002Ftr>\n    \u003Ctr>\n      \u003Ctd>\u003Ccode>metal\u003C\u002Fcode>\u003C\u002Ftd>\n      \u003Ctd>Apple Silicon GPU\u003C\u002Ftd>\n      \u003Ctd>macOS (beta)\u003C\u002Ftd>\n    \u003C\u002Ftr>\n    \u003Ctr>\n      \u003Ctd>\u003Ccode>system\u003C\u002Fcode>\u003C\u002Ftd>\n      \u003Ctd>\u003Ccode>x86_64\u003C\u002Fcode> CPU, GPU\u003C\u002Ftd>\n      \u003Ctd>Linux\u003C\u002Ftd>\n    \u003C\u002Ftr>\n    \u003Ctr>\n      \u003Ctd>\u003Ccode>flm\u003C\u002Fcode>\u003C\u002Ftd>\n      \u003Ctd>\u003Ccode>npu\u003C\u002Fcode>\u003C\u002Ftd>\n      \u003Ctd>XDNA2 NPU\u003C\u002Ftd>\n      \u003Ctd>Windows, Linux\u003C\u002Ftd>\n    \u003C\u002Ftr>\n    \u003Ctr>\n      \u003Ctd>\u003Ccode>ryzenai-llm\u003C\u002Fcode>\u003C\u002Ftd>\n      \u003Ctd>\u003Ccode>npu\u003C\u002Fcode>\u003C\u002Ftd>\n      \u003Ctd>XDNA2 NPU\u003C\u002Ftd>\n      \u003Ctd>Windows\u003C\u002Ftd>\n    \u003C\u002Ftr>\n    \u003Ctr>\n      \u003Ctd rowspan=\"3\">\u003Cstrong>Speech-to-text\u003C\u002Fstrong>\u003C\u002Ftd>\n      \u003Ctd rowspan=\"3\">\u003Ccode>whispercpp\u003C\u002Fcode>\u003C\u002Ftd>\n      \u003Ctd>\u003Ccode>npu\u003C\u002Fcode>\u003C\u002Ftd>\n      \u003Ctd>XDNA2 NPU\u003C\u002Ftd>\n      \u003Ctd>Windows\u003C\u002Ftd>\n    \u003C\u002Ftr>\n    \u003Ctr>\n      \u003Ctd>\u003Ccode>vulkan\u003C\u002Fcode>\u003C\u002Ftd>\n      \u003Ctd>\u003Ccode>x86_64\u003C\u002Fcode> CPU\u003C\u002Ftd>\n      \u003Ctd>Linux\u003C\u002Ftd>\n    \u003C\u002Ftr>\n    \u003Ctr>\n      \u003Ctd>\u003Ccode>cpu\u003C\u002Fcode>\u003C\u002Ftd>\n      \u003Ctd>\u003Ccode>x86_64\u003C\u002Fcode> CPU\u003C\u002Ftd>\n      \u003Ctd>Windows, Linux\u003C\u002Ftd>\n    \u003C\u002Ftr>\n    \u003Ctr>\n      \u003Ctd>\u003Cstrong>Text-to-speech\u003C\u002Fstrong>\u003C\u002Ftd>\n      \u003Ctd>\u003Ccode>kokoro\u003C\u002Fcode>\u003C\u002Ftd>\n      \u003Ctd>\u003Ccode>cpu\u003C\u002Fcode>\u003C\u002Ftd>\n      \u003Ctd>\u003Ccode>x86_64\u003C\u002Fcode> CPU\u003C\u002Ftd>\n      \u003Ctd>Windows, Linux\u003C\u002Ftd>\n    \u003C\u002Ftr>\n    \u003Ctr>\n      \u003Ctd rowspan=\"2\">\u003Cstrong>Image generation\u003C\u002Fstrong>\u003C\u002Ftd>\n      \u003Ctd rowspan=\"2\">\u003Ccode>sd-cpp\u003C\u002Fcode>\u003C\u002Ftd>\n      \u003Ctd>\u003Ccode>rocm\u003C\u002Fcode>\u003C\u002Ftd>\n      \u003Ctd>Supported AMD ROCm iGPU\u002FdGPU families*\u003C\u002Ftd>\n      \u003Ctd>Windows, Linux\u003C\u002Ftd>\n    \u003C\u002Ftr>\n    \u003Ctr>\n      \u003Ctd>\u003Ccode>cpu\u003C\u002Fcode>\u003C\u002Ftd>\n      \u003Ctd>\u003Ccode>x86_64\u003C\u002Fcode> CPU\u003C\u002Ftd>\n      \u003Ctd>Windows, Linux\u003C\u002Ftd>\n    \u003C\u002Ftr>\n  \u003C\u002Ftbody>\n\u003C\u002Ftable>\n\nTo check exactly which recipes\u002Fbackends are supported on your own machine, run:\n\n```\nlemonade backends\n```\n\n\u003Cdetails>\n\u003Csummary>\u003Csmall>\u003Ci>* See supported AMD ROCm platforms\u003C\u002Fi>\u003C\u002Fsmall>\u003C\u002Fsummary>\n\n\u003Cbr>\n\n\u003Ctable>\n  \u003Cthead>\n    \u003Ctr>\n      \u003Cth>Architecture\u003C\u002Fth>\n      \u003Cth>Platform Support\u003C\u002Fth>\n      \u003Cth>GPU Models\u003C\u002Fth>\n    \u003C\u002Ftr>\n  \u003C\u002Fthead>\n  \u003Ctbody>\n    \u003Ctr>\n      \u003Ctd>\u003Cb>gfx1151\u003C\u002Fb> (STX Halo)\u003C\u002Ftd>\n      \u003Ctd>Windows, Ubuntu\u003C\u002Ftd>\n      \u003Ctd>Ryzen AI MAX+ Pro 395\u003C\u002Ftd>\n    \u003C\u002Ftr>\n    \u003Ctr>\n      \u003Ctd>\u003Cb>gfx120X\u003C\u002Fb> (RDNA4)\u003C\u002Ftd>\n      \u003Ctd>Windows, Ubuntu\u003C\u002Ftd>\n      \u003Ctd>Radeon AI PRO R9700, RX 9070 XT\u002FGRE\u002F9070, RX 9060 XT\u003C\u002Ftd>\n    \u003C\u002Ftr>\n    \u003Ctr>\n      \u003Ctd>\u003Cb>gfx110X\u003C\u002Fb> (RDNA3)\u003C\u002Ftd>\n      \u003Ctd>Windows, Ubuntu\u003C\u002Ftd>\n      \u003Ctd>Radeon PRO W7900\u002FW7800\u002FW7700\u002FV710, RX 7900 XTX\u002FXT\u002FGRE, RX 7800 XT, RX 7700 XT\u003C\u002Ftd>\n    \u003C\u002Ftr>\n  \u003C\u002Ftbody>\n\u003C\u002Ftable>\n\u003C\u002Fdetails>\n\n## Project Roadmap\n\n| Under Development          | Under Consideration         | Recently Completed      |\n|---------------------------|-----------------------------|------------------------|\n| Native multi-modal tool calling | vLLM support           | Port app to Tauri      |\n| More whisper.cpp backends |                              | Embeddable binary release |\n| More SD.cpp backends      |                              | Image generation       |\n| MLX support               |                              | Speech-to-text         |\n|                           |                              | Text-to-speech         |\n|                           |                              | Apps marketplace       |\n\n\n## Integrate Embeddable Lemonade in You Application\n\nEmbeddable Lemonade is a binary version of Lemonade that you can bundle into your own app to give it a portable, auto-optimizing, multi-modal local AI stack. This lets users focus on your app, with zero Lemonade installers, branding, or telemetry.\n\nCheck out the [Embeddable Lemonade guide](docs\u002Fembeddable\u002FREADME.md).\n\n\n## Connect Lemonade Server to Your Application\n\nYou can use any OpenAI-compatible client library by configuring it to use `http:\u002F\u002Flocalhost:13305\u002Fv1` as the base URL. A table containing official and popular OpenAI clients on different languages is shown below.\n\nFeel free to pick and choose your preferred language.\n\n\n| Python | C++ | Java | C# | Node.js | Go | Ruby | Rust | PHP |\n|--------|-----|------|----|---------|----|-------|------|-----|\n| [openai-python](https:\u002F\u002Fgithub.com\u002Fopenai\u002Fopenai-python) | [openai-cpp](https:\u002F\u002Fgithub.com\u002Folrea\u002Fopenai-cpp) | [openai-java](https:\u002F\u002Fgithub.com\u002Fopenai\u002Fopenai-java) | [openai-dotnet](https:\u002F\u002Fgithub.com\u002Fopenai\u002Fopenai-dotnet) | [openai-node](https:\u002F\u002Fgithub.com\u002Fopenai\u002Fopenai-node) | [go-openai](https:\u002F\u002Fgithub.com\u002Fsashabaranov\u002Fgo-openai) | [ruby-openai](https:\u002F\u002Fgithub.com\u002Falexrudall\u002Fruby-openai) | [async-openai](https:\u002F\u002Fgithub.com\u002F64bit\u002Fasync-openai) | [openai-php](https:\u002F\u002Fgithub.com\u002Fopenai-php\u002Fclient) |\n\n\n### Python Client Example\n```python\nfrom openai import OpenAI\n\n# Initialize the client to use Lemonade Server\nclient = OpenAI(\n    base_url=\"http:\u002F\u002Flocalhost:13305\u002Fapi\u002Fv1\",\n    api_key=\"lemonade\"  # required but unused\n)\n\n# Create a chat completion\ncompletion = client.chat.completions.create(\n    model=\"Gemma-4-E2B-it-GGUF\",  # or any other available model\n    messages=[\n        {\"role\": \"user\", \"content\": \"What is the capital of France?\"}\n    ]\n)\n\n# Print the response\nprint(completion.choices[0].message.content)\n```\n\nFor more detailed integration instructions, see the [Integration Guide](.\u002Fdocs\u002Fserver\u002Fserver_integration.md).\n\n## FAQ\n\nTo read our frequently asked questions, see our [FAQ Guide](.\u002Fdocs\u002Ffaq.md)\n\n## Contributing\n\nLemonade is built by the local AI community! If you would like to contribute to this project, please check out our [contribution guide](.\u002Fdocs\u002Fcontribute.md).\n\n## Maintainers\n\nThis is a community project maintained by @amd-pworfolk @bitgamma @danielholanda @jeremyfowers @kenvandine @Geramy @ramkrishna2910 @sawansri @siavashhub @sofiageo @superm1 @vgodsoe, and sponsored by AMD. You can reach us by filing an [issue](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fissues), emailing [lemonade@amd.com](mailto:lemonade@amd.com), or joining our [Discord](https:\u002F\u002Fdiscord.gg\u002F5xXzkMu8Zk).\n\n## Code Signing Policy\n\nFree code signing provided by [SignPath.io](https:\u002F\u002Fsignpath.io), certificate by [SignPath Foundation](https:\u002F\u002Fsignpath.org).\n\n- **Committers and reviewers**: [Maintainers](#maintainers) of this repo\n- **Approvers**: [Owners](https:\u002F\u002Fgithub.com\u002Forgs\u002Flemonade-sdk\u002Fpeople?query=role%3Aowner)\n\n**Privacy policy**: This program will not transfer any information to other networked systems unless specifically requested by the user or the person installing or operating it. When the user requests it, Lemonade downloads AI models from [Hugging Face Hub](https:\u002F\u002Fhuggingface.co\u002F) (see their [privacy policy](https:\u002F\u002Fhuggingface.co\u002Fprivacy)).\n\n## License and Attribution\n\nThis project is:\n- Built with C++ (server) and React (app) with ❤️ for the open source community,\n- Standing on the shoulders of great tools from:\n  - [ggml\u002Fllama.cpp](https:\u002F\u002Fgithub.com\u002Fggml-org\u002Fllama.cpp)\n  - [ggml\u002Fwhisper.cpp](https:\u002F\u002Fgithub.com\u002Fggerganov\u002Fwhisper.cpp)\n  - [ggml\u002Fstable-diffusion.cpp](https:\u002F\u002Fgithub.com\u002Fleejet\u002Fstable-diffusion.cpp)\n  - [kokoros](https:\u002F\u002Fgithub.com\u002Flucasjinreal\u002FKokoros)\n  - [OnnxRuntime GenAI](https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fonnxruntime-genai)\n  - [Hugging Face Hub](https:\u002F\u002Fgithub.com\u002Fhuggingface\u002Fhuggingface_hub)\n  - [OpenAI API](https:\u002F\u002Fgithub.com\u002Fopenai\u002Fopenai-python)\n  - [IRON\u002FMLIR-AIE](https:\u002F\u002Fgithub.com\u002FXilinx\u002Fmlir-aie)\n  - and more...\n- Licensed under the [Apache 2.0 License](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fblob\u002Fmain\u002FLICENSE).\n  - Portions of the project are licensed as described in [NOTICE.md](.\u002FNOTICE.md).\n\n\u003C!--This file was originally licensed under Apache 2.0. It has been modified.\nModifications Copyright (c) 2025 AMD-->\n","## 🍋 柠檬水：清爽快速的本地AI\n\n\u003Cp align=\"center\">\n  \u003Ca href=\"https:\u002F\u002Fdiscord.gg\u002F5xXzkMu8Zk\">\n    \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FDiscord-7289DA?logo=discord&logoColor=white\" alt=\"Discord\" \u002F>\u003C\u002Fa>\n  \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fblob\u002Fmain\u002Fdocs\u002Fcontribute.md\" title=\"贡献指南\">\n    \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FPRs-welcome-brightgreen.svg\" alt=\"欢迎提交PR\" \u002F>\u003C\u002Fa>\n  \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Flatest\" title=\"下载最新版本\">\n    \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Fv\u002Frelease\u002Flemonade-sdk\u002Flemonade?include_prereleases\" alt=\"最新版本\" \u002F>\u003C\u002Fa>\n  \u003Ca href=\"https:\u002F\u002Ftooomm.github.io\u002Fgithub-release-stats\u002F?username=lemonade-sdk&repository=lemonade\">\n    \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Fdownloads\u002Flemonade-sdk\u002Flemonade\u002Ftotal.svg\" alt=\"GitHub下载量\" \u002F>\u003C\u002Fa>\n  \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fissues\">\n    \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Fissues\u002Flemonade-sdk\u002Flemonade\" alt=\"GitHub问题\" \u002F>\u003C\u002Fa>\n  \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fblob\u002Fmain\u002FLICENSE\">\n    \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FLicense-Apache-yellow.svg\" alt=\"许可证：Apache\" \u002F>\u003C\u002Fa>\n  \u003Ca href=\"https:\u002F\u002Fstar-history.com\u002F#lemonade-sdk\u002Flemonade\">\n    \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FStar%20History-View-brightgreen\" alt=\"星数历史图\" \u002F>\u003C\u002Fa>\n\u003C\u002Fp>\n\u003Cp align=\"center\">\n  \u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Flemonade-sdk_lemonade_readme_95107b8083e0.png\" alt=\"柠檬水横幅\" \u002F>\n\u003C\u002Fp>\n\u003Ch3 align=\"center\">\n  \u003Ca href=\"https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html\">下载\u003C\u002Fa> |\n  \u003Ca href=\"https:\u002F\u002Flemonade-server.ai\u002Fdocs\u002F\">文档\u003C\u002Fa> |\n  \u003Ca href=\"https:\u002F\u002Fdiscord.gg\u002F5xXzkMu8Zk\">Discord\u003C\u002Fa>\n\u003C\u002Fh3>\n\n柠檬水是一款本地AI服务器，它为您提供与云端API相同的功能，但完全免费且私密。您可以在自己的NPU和GPU上使用最新的模型进行聊天、编码、语音和图像生成。\n\n柠檬水有两种形式：\n\n* **柠檬水服务器**会安装一个服务，您可以使用标准的OpenAI、Anthropic和Ollama API将其连接到数百款优秀的应用程序。\n* **可嵌入的柠檬水**是一个便携式二进制文件，您可以将其打包到您自己的应用程序中，为用户提供多模态的本地AI，并根据用户的电脑自动优化性能。\n\n*本项目由社区为所有PC打造，AMD工程师进行了优化，以充分发挥Ryzen AI、Radeon和Strix Halo PC的潜力。*\n\n## 快速入门\n\n1. **安装**：[Windows](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#windows) · [Linux](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#linux) · [macOS（测试版）](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#macos) · [Docker](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#docker) · [源码](.\u002Fdocs\u002Fdev-getting-started.md)\n2. **获取模型**：使用[模型管理器](#model-library)浏览并下载\n3. **生成**：通过内置的聊天、图像生成、语音生成等界面尝试模型\n4. **移动端**：随身携带您的柠檬水：[iOS](https:\u002F\u002Fapps.apple.com\u002Fus\u002Fapp\u002Flemonade-mobile\u002Fid6757372210) · [Android](https:\u002F\u002Fplay.google.com\u002Fstore\u002Fapps\u002Fdetails?id=com.lemonade.mobile.chat.ai&pli=1) · [源码](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade-mobile)\n5. **连接**：将柠檬水与您[喜爱的应用程序](https:\u002F\u002Flemonade-server.ai\u002Fmarketplace)一起使用：\n\n\u003C!-- MARKETPLACE_START -->\n\u003Cp align=\"center\">\n  \u003Ca href=\"https:\u002F\u002Flemonade-server.ai\u002Fdocs\u002Fserver\u002Fapps\u002Fclaude-code\u002F\" title=\"Claude Code\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Flemonade-sdk_lemonade_readme_9c1146a89173.png\" alt=\"Claude Code\" width=\"60\" \u002F>\u003C\u002Fa>  \u003Ca href=\"https:\u002F\u002Fquickthoughts.ca\u002Fposts\u002Ffirefox-chatback-lemonade-sdk\u002F\" title=\"Firefox Chatbot\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Flemonade-sdk_lemonade_readme_48bc953a5def.png\" alt=\"Firefox Chatbot\" width=\"60\" \u002F>\u003C\u002Fa>  \u003Ca href=\"https:\u002F\u002Flemonade-server.ai\u002Fdocs\u002Fserver\u002Fapps\u002FanythingLLM\u002F\" title=\"AnythingLLM\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Flemonade-sdk_lemonade_readme_7695ad97617b.png\" alt=\"AnythingLLM\" width=\"60\" \u002F>\u003C\u002Fa>  \u003Ca href=\"https:\u002F\u002Fmarketplace.dify.ai\u002Fplugins\u002Flanggenius\u002Flemonade\" title=\"Dify\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Flemonade-sdk_lemonade_readme_bc72e27ec7b0.png\" alt=\"Dify\" width=\"60\" \u002F>\u003C\u002Fa>  \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Famd\u002Fgaia?tab=readme-ov-file#getting-started-guide\" title=\"GAIA\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Flemonade-sdk_lemonade_readme_0935641631d6.png\" alt=\"GAIA\" width=\"60\" \u002F>\u003C\u002Fa>  \u003Ca href=\"https:\u002F\u002Fadmcpr.com\u002Flocal-github-copilot-with-lemonade-server-on-windows\" title=\"GitHub Copilot\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Flemonade-sdk_lemonade_readme_f1f53d034ced.png\" alt=\"GitHub Copilot\" width=\"60\" \u002F>\u003C\u002Fa>  \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Finfinity-arcade\" title=\"Infinity Arcade\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Flemonade-sdk_lemonade_readme_697bbcdf328f.png\" alt=\"Infinity Arcade\" width=\"60\" \u002F>\u003C\u002Fa>  \u003Ca href=\"https:\u002F\u002Fn8n.io\u002Fintegrations\u002Flemonade-model\u002F\" title=\"n8n\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Flemonade-sdk_lemonade_readme_c3d5cec9084c.png\" alt=\"n8n\" width=\"60\" \u002F>\u003C\u002Fa>  \u003Ca href=\"https:\u002F\u002Flemonade-server.ai\u002Fdocs\u002Fserver\u002Fapps\u002Fopen-webui\u002F\" title=\"Open WebUI\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Flemonade-sdk_lemonade_readme_123bf4a94511.png\" alt=\"Open WebUI\" width=\"60\" \u002F>\u003C\u002Fa>  \u003Ca href=\"https:\u002F\u002Flemonade-server.ai\u002Fdocs\u002Fserver\u002Fapps\u002Fopen-hands\u002F\" title=\"OpenHands\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Flemonade-sdk_lemonade_readme_27a19e239df3.png\" alt=\"OpenHands\" width=\"60\" \u002F>\u003C\u002Fa>\n\u003C\u002Fp>\n\n\u003Cp align=\"center\">\u003Cem>希望您的应用也能在此展示吗？\u003Ca href=\"https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Fmarketplace\">只需提交一个市场PR即可！\u003C\u002Fa>\u003C\u002Fem>\u003C\u002Fp>\n\u003C!-- MARKETPLACE_END -->\n\n## 支持的平台\n\n| 平台 | 构建 |\n|----------|-------|\n| [![Arch Linux](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FArch%20Linux-supported-1793D1?logo=arch-linux&logoColor=white)](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#arch) | [![在 Arch 上构建](https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Factions\u002Fworkflow\u002Fstatus\u002Flemonade-sdk\u002Flemonade\u002Flinux_distro_builds.yml?branch=main&label=Build%20on%20Arch)](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Factions\u002Fworkflows\u002Flinux_distro_builds.yml) |\n| [![Debian Trixie+](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FDebian-Trixie%2B-A81D33?logo=debian&logoColor=white)](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#debian) | [![在 Debian 上构建](https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Factions\u002Fworkflow\u002Fstatus\u002Flemonade-sdk\u002Flemonade\u002Flinux_distro_builds.yml?branch=main&label=Build%20on%20Debian)](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Factions\u002Fworkflows\u002Flinux_distro_builds.yml) |\n| [![Docker](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FDocker-supported-2496ED?logo=docker&logoColor=white)](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#docker) | [![构建容器镜像](https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Factions\u002Fworkflow\u002Fstatus\u002Flemonade-sdk\u002Flemonade\u002Fbuild-and-push-container.yml?branch=main&label=Build%20Container%20Image)](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Factions\u002Fworkflows\u002Fbuild-and-push-container.yml) |\n| [![Fedora 43](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FFedora-43-294172?logo=fedora&logoColor=white)](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#fedora) | [![构建 .rpm 包](https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Factions\u002Fworkflow\u002Fstatus\u002Flemonade-sdk\u002Flemonade\u002Fcpp_server_build_test_release.yml?branch=main&label=Build%20.rpm)](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Factions\u002Fworkflows\u002Fcpp_server_build_test_release.yml) |\n| [![macOS 测试版](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FmacOS-beta-999999?logo=apple&logoColor=white)](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#macos) | [![构建 .pkg 包](https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Factions\u002Fworkflow\u002Fstatus\u002Flemonade-sdk\u002Flemonade\u002Fcpp_server_build_test_release.yml?branch=main&label=Build%20.pkg)](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Factions\u002Fworkflows\u002Fcpp_server_build_test_release.yml) |\n| [![Snap](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FSnap-supported-82BEA0?logo=snapcraft&logoColor=white)](https:\u002F\u002Fsnapcraft.io\u002Flemonade-server) | [![构建 Snap 包](https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Factions\u002Fworkflow\u002Fstatus\u002Flemonade-sdk\u002Flemonade-server-snap\u002Fsnap-build.yaml?branch=main&label=Build%20Snap)](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade-server-snap\u002Factions\u002Fworkflows\u002Fsnap-build.yaml) |\n| [![Ubuntu 24.04+](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FUbuntu-24.04%2B-E95420?logo=ubuntu&logoColor=white)](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#ubuntu) | [![构建 Launchpad PPA](https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Factions\u002Fworkflow\u002Fstatus\u002Flemonade-sdk\u002Flemonade\u002Flaunchpad-ppa.yml?branch=main&label=Build%20Launchpad%20PPA)](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Factions\u002Fworkflows\u002Flaunchpad-ppa.yml) |\n| [![Windows 11](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FWindows-11-0078D6?logo=windows&logoColor=white)](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#windows) | [![构建 .msi 安装包](https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Factions\u002Fworkflow\u002Fstatus\u002Flemonade-sdk\u002Flemonade\u002Fcpp_server_build_test_release.yml?branch=main&label=Build%20.msi)](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Factions\u002Fworkflows\u002Fcpp_server_build_test_release.yml) |\n\n## 使用命令行界面\n\n要运行并与 Gemma 对话：\n\n```\nlemonade run Gemma-4-E2B-it-GGUF\n```\n\n要使用 Lemonade 模型进行编程：\n\n```\nlemonade launch claude\n```\n\n多模态功能：\n\n```\n# 图像生成\nlemonade run SDXL-Turbo\n\n# 语音生成\nlemonade run kokoro-v1\n\n# 转录\nlemonade run Whisper-Large-v3-Turbo\n```\n\n查看可用模型并下载它们：\n\n```\nlemonade list\n\nlemonade pull Gemma-4-E2B-it-GGUF\n```\n\n查看您电脑上可用的后端：\n\n```\nlemonade backends\n```\n\n\n## 模型库\n\n\u003Cimg align=\"right\" src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Flemonade-sdk_lemonade_readme_a3c3c3a27a10.png\" alt=\"模型管理器\" width=\"280\" \u002F>\n\nLemonade 支持多种大型语言模型（**GGUF**、**FLM** 和 **ONNX**），以及 Whisper、Stable Diffusion 等模型，可在 CPU、GPU 和 NPU 上运行。\n\n使用 `lemonade pull` 或内置的 **模型管理器** 下载模型。您还可以从 Hugging Face 导入自定义 GGUF\u002FONNX 模型。\n\n**[浏览所有内置模型 →](https:\u002F\u002Flemonade-server.ai\u002Fmodels.html)**\n\n\u003Cbr clear=\"right\"\u002F>\n\n## 支持的配置\n\nLemonade 支持多种用于大语言模型、语音处理、文本转语音和图像生成的推理引擎，每种引擎都有其特定的后端和硬件要求。\n\n\u003Ctable>\n  \u003Cthead>\n    \u003Ctr>\n      \u003Cth>模态\u003C\u002Fth>\n      \u003Cth>引擎\u003C\u002Fth>\n      \u003Cth>后端\u003C\u002Fth>\n      \u003Cth>设备\u003C\u002Fth>\n      \u003Cth>操作系统\u003C\u002Fth>\n    \u003C\u002Ftr>\n  \u003C\u002Fthead>\n  \u003Ctbody>\n    \u003Ctr>\n      \u003Ctd rowspan=\"7\">\u003Cstrong>文本生成\u003C\u002Fstrong>\u003C\u002Ftd>\n      \u003Ctd rowspan=\"5\">\u003Ccode>llamacpp\u003C\u002Fcode>\u003C\u002Ftd>\n      \u003Ctd>\u003Ccode>vulkan\u003C\u002Fcode>\u003C\u002Ftd>\n      \u003Ctd>\u003Ccode>x86_64\u003C\u002Fcode> CPU、AMD iGPU、AMD dGPU\u003C\u002Ftd>\n      \u003Ctd>Windows、Linux\u003C\u002Ftd>\n    \u003C\u002Ftr>\n    \u003Ctr>\n      \u003Ctd>\u003Ccode>rocm\u003C\u002Fcode>\u003C\u002Ftd>\n      \u003Ctd>支持的 AMD ROCm iGPU\u002FdGPU 系列*\u003C\u002Ftd>\n      \u003Ctd>Windows、Linux\u003C\u002Ftd>\n    \u003C\u002Ftr>\n    \u003Ctr>\n      \u003Ctd>\u003Ccode>cpu\u003C\u002Fcode>\u003C\u002Ftd>\n      \u003Ctd>\u003Ccode>x86_64\u003C\u002Fcode> CPU\u003C\u002Ftd>\n      \u003Ctd>Windows、Linux\u003C\u002Ftd>\n    \u003C\u002Ftr>\n    \u003Ctr>\n      \u003Ctd>\u003Ccode>metal\u003C\u002Fcode>\u003C\u002Ftd>\n      \u003Ctd>Apple Silicon GPU\u003C\u002Ftd>\n      \u003Ctd>macOS（测试版）\u003C\u002Ftd>\n    \u003C\u002Ftr>\n    \u003Ctr>\n      \u003Ctd>\u003Ccode>system\u003C\u002Fcode>\u003C\u002Ftd>\n      \u003Ctd>\u003Ccode>x86_64\u003C\u002Fcode> CPU、GPU\u003C\u002Ftd>\n      \u003Ctd>Linux\u003C\u002Ftd>\n    \u003C\u002Ftr>\n    \u003Ctr>\n      \u003Ctd>\u003Ccode>flm\u003C\u002Fcode>\u003C\u002Ftd>\n      \u003Ctd>\u003Ccode>npu\u003C\u002Fcode>\u003C\u002Ftd>\n      \u003Ctd>XDNA2 NPU\u003C\u002Ftd>\n      \u003Ctd>Windows、Linux\u003C\u002Ftd>\n    \u003C\u002Ftr>\n    \u003Ctr>\n      \u003Ctd>\u003Ccode>ryzenai-llm\u003C\u002Fcode>\u003C\u002Ftd>\n      \u003Ctd>\u003Ccode>npu\u003C\u002Fcode>\u003C\u002Ftd>\n      \u003Ctd>XDNA2 NPU\u003C\u002Ftd>\n      \u003Ctd>Windows\u003C\u002Ftd>\n    \u003C\u002Ftr>\n    \u003Ctr>\n      \u003Ctd rowspan=\"3\">\u003Cstrong>语音转文本\u003C\u002Fstrong>\u003C\u002Ftd>\n      \u003Ctd rowspan=\"3\">\u003Ccode>whispercpp\u003C\u002Fcode>\u003C\u002Ftd>\n      \u003Ctd>\u003Ccode>npu\u003C\u002Fcode>\u003C\u002Ftd>\n      \u003Ctd>XDNA2 NPU\u003C\u002Ftd>\n      \u003Ctd>Windows\u003C\u002Ftd>\n    \u003C\u002Ftr>\n    \u003Ctr>\n      \u003Ctd>\u003Ccode>vulkan\u003C\u002Fcode>\u003C\u002Ftd>\n      \u003Ctd>\u003Ccode>x86_64\u003C\u002Fcode> CPU\u003C\u002Ftd>\n      \u003Ctd>Linux\u003C\u002Ftd>\n    \u003C\u002Ftr>\n    \u003Ctr>\n      \u003Ctd>\u003Ccode>cpu\u003C\u002Fcode>\u003C\u002Ftd>\n      \u003Ctd>\u003Ccode>x86_64\u003C\u002Fcode> CPU\u003C\u002Ftd>\n      \u003Ctd>Windows、Linux\u003C\u002Ftd>\n    \u003C\u002Ftr>\n    \u003Ctr>\n      \u003Ctd>\u003Cstrong>文本转语音\u003C\u002Fstrong>\u003C\u002Ftd>\n      \u003Ctd>\u003Ccode>kokoro\u003C\u002Fcode>\u003C\u002Ftd>\n      \u003Ctd>\u003Ccode>cpu\u003C\u002Fcode>\u003C\u002Ftd>\n      \u003Ctd>\u003Ccode>x86_64\u003C\u002Fcode> CPU\u003C\u002Ftd>\n      \u003Ctd>Windows、Linux\u003C\u002Ftd>\n    \u003C\u002Ftr>\n    \u003Ctr>\n      \u003Ctd rowspan=\"2\">\u003Cstrong>图像生成\u003C\u002Fstrong>\u003C\u002Ftd>\n      \u003Ctd rowspan=\"2\">\u003Ccode>sd-cpp\u003C\u002Fcode>\u003C\u002Ftd>\n      \u003Ctd>\u003Ccode>rocm\u003C\u002Fcode>\u003C\u002Ftd>\n      \u003Ctd>支持的 AMD ROCm iGPU\u002FdGPU 系列*\u003C\u002Ftd>\n      \u003Ctd>Windows、Linux\u003C\u002Ftd>\n    \u003C\u002Ftr>\n    \u003Ctr>\n      \u003Ctd>\u003Ccode>cpu\u003C\u002Fcode>\u003C\u002Ftd>\n      \u003Ctd>\u003Ccode>x86_64\u003C\u002Fcode> CPU\u003C\u002Ftd>\n      \u003Ctd>Windows、Linux\u003C\u002Ftd>\n    \u003C\u002Ftr>\n  \u003C\u002Ftbody>\n\u003C\u002Ftable>\n\n要检查您的机器具体支持哪些配方\u002F后端，请运行：\n\n```\nlemonade backends\n```\n\n\u003Cdetails>\n\u003Csummary>\u003Csmall>\u003Ci>* 参见支持的 AMD ROCm 平台\u003C\u002Fi>\u003C\u002Fsmall>\u003C\u002Fsummary>\n\n\u003Cbr>\n\n\u003Ctable>\n  \u003Cthead>\n    \u003Ctr>\n      \u003Cth>架构\u003C\u002Fth>\n      \u003Cth>平台支持\u003C\u002Fth>\n      \u003Cth>GPU 型号\u003C\u002Fth>\n    \u003C\u002Ftr>\n  \u003C\u002Fthead>\n  \u003Ctbody>\n    \u003Ctr>\n      \u003Ctd>\u003Cb>gfx1151\u003C\u002Fb>（STX Halo）\u003C\u002Ftd>\n      \u003Ctd>Windows、Ubuntu\u003C\u002Ftd>\n      \u003Ctd>Ryzen AI MAX+ Pro 395\u003C\u002Ftd>\n    \u003C\u002Ftr>\n    \u003Ctr>\n      \u003Ctd>\u003Cb>gfx120X\u003C\u002Fb>（RDNA4）\u003C\u002Ftd>\n      \u003Ctd>Windows、Ubuntu\u003C\u002Ftd>\n      \u003Ctd>Radeon AI PRO R9700、RX 9070 XT\u002FGRE\u002F9070、RX 9060 XT\u003C\u002Ftd>\n    \u003C\u002Ftr>\n    \u003Ctr>\n      \u003Ctd>\u003Cb>gfx110X\u003C\u002Fb>（RDNA3）\u003C\u002Ftd>\n      \u003Ctd>Windows、Ubuntu\u003C\u002Ftd>\n      \u003Ctd>Radeon PRO W7900\u002FW7800\u002FW7700\u002FV710、RX 7900 XTX\u002FXT\u002FGRE、RX 7800 XT、RX 7700 XT\u003C\u002Ftd>\n    \u003C\u002Ftr>\n  \u003C\u002Ftbody>\n\u003C\u002Ftable>\n\u003C\u002Fdetails>\n\n## 项目路线图\n\n| 正在开发          | 正在考虑         | 最近完成      |\n|---------------------------|-----------------------------|------------------------|\n| 原生多模态工具调用 | vLLM 支持           | 将应用移植到 Tauri      |\n| 更多 whisper.cpp 后端 |                              | 可嵌入式二进制发布 |\n| 更多 SD.cpp 后端      |                              | 图像生成       |\n| MLX 支持               |                              | 语音转文本         |\n|                           |                              | 文本转语音         |\n|                           |                              | 应用市场       |\n\n\n## 在您的应用中集成可嵌入式 Lemonade\n\n可嵌入式 Lemonade 是 Lemonade 的二进制版本，您可以将其打包到自己的应用中，为应用提供一个便携、自动优化的多模态本地 AI 堆栈。这使得用户可以专注于您的应用，而无需安装 Lemonade、品牌宣传或数据收集。\n\n请查看[可嵌入式 Lemonade 指南](docs\u002Fembeddable\u002FREADME.md)。\n\n\n## 将 Lemonade 服务器连接到您的应用程序\n\n您可以通过将任何兼容 OpenAI 的客户端库配置为使用 `http:\u002F\u002Flocalhost:13305\u002Fv1` 作为基础 URL 来使用它。下表列出了不同语言中官方及流行的 OpenAI 客户端。\n\n您可以自由选择您偏好的语言。\n\n\n| Python | C++ | Java | C# | Node.js | Go | Ruby | Rust | PHP |\n|--------|-----|------|----|---------|----|-------|------|-----|\n| [openai-python](https:\u002F\u002Fgithub.com\u002Fopenai\u002Fopenai-python) | [openai-cpp](https:\u002F\u002Fgithub.com\u002Folrea\u002Fopenai-cpp) | [openai-java](https:\u002F\u002Fgithub.com\u002Fopenai\u002Fopenai-java) | [openai-dotnet](https:\u002F\u002Fgithub.com\u002Fopenai\u002Fopenai-dotnet) | [openai-node](https:\u002F\u002Fgithub.com\u002Fopenai\u002Fopenai-node) | [go-openai](https:\u002F\u002Fgithub.com\u002Fsashabaranov\u002Fgo-openai) | [ruby-openai](https:\u002F\u002Fgithub.com\u002Falexrudall\u002Fruby-openai) | [async-openai](https:\u002F\u002Fgithub.com\u002F64bit\u002Fasync-openai) | [openai-php](https:\u002F\u002Fgithub.com\u002Fopenai-php\u002Fclient) |\n\n\n### Python 客户端示例\n```python\nfrom openai import OpenAI\n\n# 初始化客户端以使用 Lemonade 服务器\nclient = OpenAI(\n    base_url=\"http:\u002F\u002Flocalhost:13305\u002Fapi\u002Fv1\",\n    api_key=\"lemonade\"  # 必需但未使用\n)\n\n# 创建聊天补全\ncompletion = client.chat.completions.create(\n    model=\"Gemma-4-E2B-it-GGUF\",  # 或其他可用模型\n    messages=[\n        {\"role\": \"user\", \"content\": \"法国的首都是哪里？\"}\n    ]\n)\n\n# 打印响应\nprint(completion.choices[0].message.content)\n```\n\n有关更详细的集成说明，请参阅[集成指南](.\u002Fdocs\u002Fserver\u002Fserver_integration.md)。\n\n## 常见问题解答\n\n如需阅读我们的常见问题解答，请参阅[FAQ 指南](.\u002Fdocs\u002Ffaq.md)。\n\n## 贡献\n\nLemonade 由本地 AI 社区共同构建！如果您希望为该项目做出贡献，请查看我们的[贡献指南](.\u002Fdocs\u002Fcontribute.md)。\n\n## 维护者\n\n这是一个由 @amd-pworfolk、@bitgamma、@danielholanda、@jeremyfowers、@kenvandine、@Geramy、@ramkrishna2910、@sawansri、@siavashhub、@sofiageo、@superm1、@vgodsoe 维护的社区项目，并由 AMD 赞助。您可以通过提交[issue](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fissues)、发送电子邮件至 [lemonade@amd.com](mailto:lemonade@amd.com) 或加入我们的[Discord](https:\u002F\u002Fdiscord.gg\u002F5xXzkMu8Zk)与我们联系。\n\n## 代码签名政策\n\n由 [SignPath.io](https:\u002F\u002Fsignpath.io) 提供免费代码签名服务，证书由 [SignPath Foundation](https:\u002F\u002Fsignpath.org) 颁发。\n\n- **提交者和评审者**：本仓库的[维护者](#maintainers)\n- **批准者**：[所有者](https:\u002F\u002Fgithub.com\u002Forgs\u002Flemonade-sdk\u002Fpeople?query=role%3Aowner)\n\n**隐私政策**：除非用户或安装\u002F操作人员明确请求，否则本程序不会将任何信息传输到其他联网系统。在用户请求时，Lemonade 会从 [Hugging Face Hub](https:\u002F\u002Fhuggingface.co\u002F) 下载 AI 模型（请参阅其[隐私政策](https:\u002F\u002Fhuggingface.co\u002Fprivacy))。\n\n## 许可与署名\n\n本项目：\n- 使用 C++（服务器端）和 React（应用程序）构建，满怀对开源社区的热爱；\n- 站在众多优秀工具的肩膀之上，这些工具包括：\n  - [ggml\u002Fllama.cpp](https:\u002F\u002Fgithub.com\u002Fggml-org\u002Fllama.cpp)\n  - [ggml\u002Fwhisper.cpp](https:\u002F\u002Fgithub.com\u002Fggerganov\u002Fwhisper.cpp)\n  - [ggml\u002Fstable-diffusion.cpp](https:\u002F\u002Fgithub.com\u002Fleejet\u002Fstable-diffusion.cpp)\n  - [kokoros](https:\u002F\u002Fgithub.com\u002Flucasjinreal\u002FKokoros)\n  - [OnnxRuntime GenAI](https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fonnxruntime-genai)\n  - [Hugging Face Hub](https:\u002F\u002Fgithub.com\u002Fhuggingface\u002Fhuggingface_hub)\n  - [OpenAI API](https:\u002F\u002Fgithub.com\u002Fopenai\u002Fopenai-python)\n  - [IRON\u002FMLIR-AIE](https:\u002F\u002Fgithub.com\u002FXilinx\u002Fmlir-aie)\n  - 以及更多…\n- 根据 [Apache 2.0 许可证](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fblob\u002Fmain\u002FLICENSE) 进行许可。\n  - 项目的部分内容按照 [NOTICE.md](.\u002FNOTICE.md) 中的说明进行许可。\n\n\u003C!--此文件最初根据 Apache 2.0 许可证授权。现已修改。\n修改部分版权 © 2025 AMD-->","# Lemonade 快速上手指南\n\nLemonade 是一款高性能的本地 AI 服务器，旨在提供与云端 API 同等的能力，但完全免费且保护隐私。它支持在本地 NPU 和 GPU 上运行最新的聊天、编程、语音及图像生成模型，并兼容 OpenAI、Anthropic 和 Ollama 标准接口。\n\n## 环境准备\n\n### 系统要求\nLemonade 支持多平台，针对不同硬件进行了优化（特别是 AMD Ryzen AI、Radeon 及 Strix Halo 平台）：\n\n*   **Windows**: Windows 11 (推荐)\n*   **Linux**: Ubuntu 24.04+, Debian Trixie+, Fedora 43, Arch Linux\n*   **macOS**: Apple Silicon (M 系列芯片，Beta 版本)\n*   **容器**: Docker\n\n### 硬件后端支持\n*   **GPU**: AMD iGPU\u002FdGPU (Vulkan\u002FROCm), Apple Silicon (Metal), 通用 x86_64 GPU\n*   **NPU**: AMD XDNA2 NPU (专为 Ryzen AI 优化)\n*   **CPU**: 通用 x86_64 处理器\n\n> **注意**：无需预先安装复杂的深度学习框架（如 PyTorch），Lemonade 安装包已包含所需运行时依赖。\n\n## 安装步骤\n\n请选择适合你操作系统的安装方式：\n\n### 1. Windows 用户\n访问官方下载页面获取 `.msi` 安装包：\n[https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#windows](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#windows)\n下载后双击运行安装向导即可。\n\n### 2. Linux 用户 (以 Ubuntu 为例)\n可以通过 PPA 源安装（推荐）：\n\n```bash\nsudo add-apt-repository ppa:lemonade-sdk\u002Flemonade\nsudo apt update\nsudo apt install lemonade-server\n```\n\n或者使用 Snap 安装：\n```bash\nsudo snap install lemonade-server\n```\n\n其他发行版（Arch, Fedora, Debian）请参考官方文档对应的安装指令。\n\n### 3. macOS 用户 (Beta)\n访问官方下载页面获取 `.pkg` 安装包：\n[https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#macos](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#macos)\n\n### 4. Docker 用户\n拉取并运行容器：\n```bash\ndocker run -d --gpus all -p 8000:8000 --name lemonade ghcr.io\u002Flemonade-sdk\u002Flemonade:latest\n```\n\n## 基本使用\n\n安装完成后，`lemonade` 命令行工具即可使用。以下是核心工作流：\n\n### 1. 查看可用模型\n列出官方支持的模型库：\n```bash\nlemonade list\n```\n\n### 2. 下载模型\n使用 `pull` 命令下载模型到本地（例如下载 Gemma 模型）：\n```bash\nlemonade pull Gemma-4-E2B-it-GGUF\n```\n*提示：你也可以通过内置的图形化 \"Model Manager\" 浏览和下载模型，或导入自定义的 GGUF\u002FONNX 模型。*\n\n### 3. 运行模型\n启动服务并与模型交互：\n\n*   **文本对话 (Chat)**:\n    ```bash\n    lemonade run Gemma-4-E2B-it-GGUF\n    ```\n\n*   **编程辅助 (Coding)**:\n    启动兼容 Claude Code 接口的服务：\n    ```bash\n    lemonade launch claude\n    ```\n\n*   **多模态任务**:\n    ```bash\n    # 图像生成\n    lemonade run SDXL-Turbo\n\n    # 语音生成 (TTS)\n    lemonade run kokoro-v1\n\n    # 语音转录 (STT)\n    lemonade run Whisper-Large-v3-Turbo\n    ```\n\n### 4. 连接第三方应用\nLemonade 启动后会自动监听本地端口，兼容标准 API。你可以将其连接到支持 OpenAI\u002FOllama 协议的应用中，例如：\n*   **Open WebUI**: 配置 API 地址为 `http:\u002F\u002Flocalhost:8000\u002Fv1`\n*   **VS Code (Continue 插件)**: 选择 Ollama 或 OpenAI 提供商，指向本地 Lemonade 服务\n*   **Dify \u002F n8n**: 在集成设置中选择 Lemonade 插件或自定义 API 端点\n\n### 5. 查看后端状态\n检查当前机器可用的推理后端（CPU\u002FGPU\u002FNPU）：\n```bash\nlemonade backends\n```\n\n现在，你已经可以在本地私有环境中自由使用强大的 AI 模型了。更多高级配置和模型列表请访问 [Lemonade 文档中心](https:\u002F\u002Flemonade-server.ai\u002Fdocs\u002F)。","一位拥有高性能游戏本（搭载 AMD Ryzen AI 或 NVIDIA 显卡）的独立开发者，希望在完全离线且零成本的环境下，为本地代码编辑器集成智能编程助手。\n\n### 没有 lemonade 时\n- **高昂的订阅成本**：想要获得媲美 Claude 或 GPT-4 的编程辅助能力，每月需支付昂贵的 API 订阅费，对个人开发者负担较重。\n- **隐私泄露风险**：将未脱敏的公司核心代码或私有算法上传至云端大模型，存在敏感数据外泄的合规隐患。\n- **网络依赖与延迟**：在网络不稳定或无网环境下无法使用 AI 功能，且云端请求往返导致代码补全响应有明显迟滞。\n- **部署配置复杂**：自行在本地部署开源模型（如 Llama 3）需要手动处理量化、显存优化及 API 接口兼容性问题，技术门槛极高。\n\n### 使用 lemonade 后\n- **零成本无限调用**：lemonade 直接利用本地 GPU\u002FNPU 算力运行优化后的顶尖模型，无需支付任何 Token 费用，实现真正的免费无限使用。\n- **100% 数据隐私**：所有代码推理过程均在本地完成，数据不出设备，彻底消除隐私顾虑，满足严格的安全合规要求。\n- **极速离线响应**：依托本地硬件加速，代码生成与对话几乎无延迟，且完全摆脱网络环境限制，随时随地可用。\n- **一键兼容生态**：lemonade 自动优化模型并原生支持 OpenAI\u002FAnthropic 标准接口，可无缝对接 Cursor、VS Code 等主流编辑器，无需繁琐配置。\n\nlemonade 将云端的强大智能转化为本地免费的私有算力，让每位开发者都能安全、低成本地拥有专属的超级编程助手。","https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Flemonade-sdk_lemonade_95107b80.png","lemonade-sdk","https:\u002F\u002Foss.gittoolsai.com\u002Favatars\u002Flemonade-sdk_60a9e38c.png",null,"https:\u002F\u002Fgithub.com\u002Flemonade-sdk",[78,82,86,90,94,98,102,106,110,113],{"name":79,"color":80,"percentage":81},"C++","#f34b7d",50,{"name":83,"color":84,"percentage":85},"TypeScript","#3178c6",19.1,{"name":87,"color":88,"percentage":89},"Python","#3572A5",14.7,{"name":91,"color":92,"percentage":93},"CSS","#663399",6,{"name":95,"color":96,"percentage":97},"CMake","#DA3434",3.9,{"name":99,"color":100,"percentage":101},"Rust","#dea584",2.1,{"name":103,"color":104,"percentage":105},"Shell","#89e051",1.7,{"name":107,"color":108,"percentage":109},"C","#555555",0.6,{"name":111,"color":112,"percentage":109},"Objective-C++","#6866fb",{"name":114,"color":115,"percentage":116},"HTML","#e34c26",0.3,3592,266,"2026-04-18T12:05:43","Apache-2.0","Windows, Linux, macOS (beta)","非必需。支持多种后端：1. Vulkan: x86_64 CPU, AMD iGPU\u002FdGPU; 2. ROCm: 支持的 AMD GPU; 3. Metal: Apple Silicon GPU (macOS); 4. NPU: AMD XDNA2 NPU (Ryzen AI)。未提及 NVIDIA CUDA 需求。","未说明",{"notes":125,"python":123,"dependencies":126},"该项目由社区构建并经过 AMD 工程师优化，特别针对 Ryzen AI、Radeon 和 Strix Halo PC。支持文本生成、语音识别、语音合成和图像生成。提供服务器模式（兼容 OpenAI\u002FAnthropic\u002FOllama API）和可嵌入二进制文件两种形式。模型支持 GGUF、FLM 和 ONNX 格式，可通过内置模型管理器下载或从 Hugging Face 导入自定义模型。",[127,128,129,130,131],"llamacpp","whispercpp","GGUF","FLM","ONNX",[35,45,13,15,14],[134,135,136,137,138,139,140,141,142,143,144,145,146,147,148,149,150,151,152],"amd","llama","llm","llm-inference","local-server","mistral","npu","onnxruntime","qwen","openai-api","mcp","mcp-server","gpu","radeon","ryzen","vulkan","ai","genai","rocm","2026-03-27T02:49:30.150509","2026-04-19T09:38:42.631490",[156,161,166,171,176,181],{"id":157,"question_zh":158,"answer_zh":159,"source_url":160},42229,"在 Linux 上遇到 NPU 固件版本不兼容错误（ERROR: NPU firmware version ... is incompatible）如何解决？","该错误通常是因为发行版自带的固件版本过旧。解决方法是手动下载最新的 NPU 固件文件，并替换系统中的符号链接指向新文件。具体路径通常为 \u002Fvar\u002Ffirmware\u002F 下的相关文件。例如在 Debian Forky 内核 6.19.10+ 环境下，替换后即可正常工作。如果不确定具体是哪个符号链接，可以寻求社区帮助确认文件名。","https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fissues\u002F5",{"id":162,"question_zh":163,"answer_zh":164,"source_url":165},42230,"Lemonade SDK 是否有针对不同架构（CPU\u002FGPU\u002FNPU）的 LLM 基准测试数据？","官方在 v8.0.6 版本中彻底重构了对 llama.cpp 的支持，现在更加自动化（无需手动设置二进制文件或模型），并支持 Vulkan 和 GPU。虽然 Issue 中未直接列出详细的时间到首令牌（Time to first token）数据表，但建议用户升级到最新版本进行实测，新版本在性能和易用性上都有显著提升。","https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fissues\u002F11",{"id":167,"question_zh":168,"answer_zh":169,"source_url":170},42231,"如何在 Arch Linux 上安装 Lemonade Server？","由于 Lemonade 正在迁移到 C++，打包变得更加容易。社区用户已经为 Arch Linux 创建了 AUR 包。你可以直接通过 AUR 安装：访问 https:\u002F\u002Faur.archlinux.org\u002Fpackages\u002Flemonade-server 获取包并使用 yay 或 paru 等助手进行安装。这比在 Ubuntu 上遇到 'no rocm device found' 等模糊错误要方便得多。","https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fissues\u002F144",{"id":172,"question_zh":173,"answer_zh":174,"source_url":175},42232,"在使用 ROCm 加载大型模型（如 gpt-oss-120b）时遇到 'unable to allocate ROCm0 buffer' 错误怎么办？","当显存（VRAM）固定分配导致模型无法加载时，可以尝试启用统一内存模式。设置环境变量 GGML_CUDA_ENABLE_UNIFIED_MEMORY=1 可以解决此问题。该设置允许使用 GTT（图形转换表）内存作为后备，从而成功加载超大模型（如 ~98GB 的 GLM-4.5-Air）。注意：这可能会略微影响性能，但能确保模型运行。","https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fissues\u002F324",{"id":177,"question_zh":178,"answer_zh":179,"source_url":180},42233,"Lemonade Server 在处理长提示词（Long Prompt）时响应中途超时或停止输出如何解决？","这是由于 HTTP 客户端的默认超时设置导致的。需要修改源码 src\u002Fcpp\u002Fserver\u002Futils\u002Fhttp_client.cpp 中的 post 方法。将超时逻辑调整为：如果 timeout_seconds > 0 则设置 CURLOPT_TIMEOUT；否则（表示无限等待），仅设置 CURLOPT_CONNECTTIMEOUT 为 30 秒，并将 CURLOPT_TIMEOUT 设置为 0L（无限）。重新编译后即可解决长文本生成中断的问题。","https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fissues\u002F572",{"id":182,"question_zh":183,"answer_zh":184,"source_url":165},42234,"Lemonade v8.0.6 版本对 llama.cpp 的支持有哪些主要改进？","v8.0.6 版本完全重构了 llama.cpp 的集成方式。主要改进包括：1. 自动化程度更高，不再需要用户手动下载和配置二进制文件或模型文件；2. 新增了对 Vulkan 后端的支持；3. 更好地支持 GPU 加速。这使得在不同硬件上部署 LLM 变得更加简单和直观。",[186,191,196,201,206,211,216,221,226,231,236,241,246,251,256,261,266,271,276,281],{"id":187,"version":188,"summary_zh":189,"released_at":190},334336,"v10.2.0","## 标题\n\n- 可嵌入式 Lemonade 现已发布！通过这个便携式二进制文件，将 Lemonade 的功能打包到您自己的应用中。无需安装 Lemonade 或使用其品牌标识。\n- `lemonade pull CHECKPOINT` 现在会自动为您下载 GGUF 和 RAI 模型。再也不用手动输入检查点、配方和标签了（除非您确实想这么做）。\n- 支持通义千问图像模型。\n- 通过 `lemonade launch opencode` 可以使用 OpenCode 集成。\n- 在 v10.1 春季大扫除版本的基础上，进行了大量修复和改进。\n\n## Lemonade 服务器\n\n| 操作系统 | 下载链接 |\n|----------|----------|\n| **Windows** | [lemonade.msi](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv10.2.0\u002Flemonade.msi)（服务器 + 应用）· [lemonade-server-minimal.msi](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv10.2.0\u002Flemonade-server-minimal.msi)（仅服务器） |\n| **Ubuntu 24.04+** | [Launchpad PPA](https:\u002F\u002Flaunchpad.net\u002F~lemonade-team\u002F+archive\u002Fubuntu\u002Fstable)（服务器）· [lemonade-app-10.2.0-x86_64.AppImage](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv10.2.0\u002Flemonade-app-10.2.0-x86_64.AppImage)（配套桌面应用） |\n| **Fedora 43** | [lemonade-server-10.2.0.x86_64.rpm](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv10.2.0\u002Flemonade-server-10.2.0.x86_64.rpm)（服务器）· [lemonade-app-10.2.0-x86_64.AppImage](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv10.2.0\u002Flemonade-app-10.2.0-x86_64.AppImage)（配套桌面应用） |\n| **macOS（测试版）** | [Lemonade-10.2.0-Darwin.pkg](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv10.2.0\u002FLemonade-10.2.0-Darwin.pkg)（服务器 + 应用） |\n\n> **其他平台？** 请参阅我们的[安装选项](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html)，了解针对[Docker](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#docker)、[Snap](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#ubuntu)、[Arch](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#arch)、[Fedora](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#fedora)、[Debian](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#debian)等的安装方法。\n\n## 可嵌入式 Lemonade\n\n用于打包到您自定义安装程序中的便携式二进制文件。可作为子进程运行 `lemond .\u002F`。\n\n立即开始：https:\u002F\u002Flemonade-server.ai\u002Fdocs\u002Fembeddable\u002F\n\n| 平台 | 下载链接 |\n|------|----------|\n| **Ubuntu x64** | [lemonade-embeddable-10.2.0-ubuntu-x64.tar.gz](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv10.2.0\u002Flemonade-embeddable-10.2.0-ubuntu-x64.tar.gz) |\n| **Windows x64** | [lemonade-embeddable-10.2.0-windows-x64.zip](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv10.2.0\u002Flemonade-embeddable-10.2.0-windows-x64.zip) |\n\n---\n\n## 变更内容\n\n感谢 @bconsolvo、@bitgamma、@ianbmacdonald、@jeremyfowers、@kenvandine、@ramkrishna2910、@sawansri 对本次发布的精彩贡献！\n\n\u003Cdetails>\n\u003Csummary>点击展开变更日志\u003C\u002Fsummary>\n\n* 由 @bitgamma 完成的 LEMONADE_ADMIN_API_KEY 后续工作","2026-04-08T19:30:50",{"id":192,"version":193,"summary_zh":194,"released_at":195},334337,"v10.1.0","## 标题\n\n- 全新的 `lemonade` CLI 是与该服务交互的更便捷方式。\n- `lemonade config` 替代了 Linux 系统上大多数配置文件的使用场景。\n- 通过改进的 `lemonade launch codex|claude`，编码工作得到极大提升。\n- 生成的图像现在支持超分辨率放大功能。\n- 默认端口号已更改为 13305。\n- GPU 上新增对 Gemma 4 模型的支持。\n\n## 重大变更\n\n请参阅此版本的 [迁移指南](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fwiki\u002FMigration#v10x---v101)，以更好地理解本次“春季大扫除”版本中的端口、CLI 和后端变更。\n\n`lemonade-server` CLI 已被弃用，并将于 2026 年 5 月 6 日之后的下一个版本中移除。\n\n## 快速安装\n\n| 操作系统 | 下载链接 |\n|----------|----------|\n| **Windows** | [lemonade.msi](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv10.1.0\u002Flemonade.msi)（服务器 + 应用）· [lemonade-server-minimal.msi](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv10.1.0\u002Flemonade-server-minimal.msi)（仅服务器） |\n| **Ubuntu 24.04+** | [Launchpad PPA](https:\u002F\u002Flaunchpad.net\u002F~lemonade-team\u002F+archive\u002Fubuntu\u002Fstable)（服务器）· [lemonade-app-10.1.0-x86_64.AppImage](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv10.1.0\u002Flemonade-app-10.1.0-x86_64.AppImage)（配套桌面应用） |\n| **Fedora 43** | [lemonade-server-10.1.0.x86_64.rpm](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv10.1.0\u002Flemonade-server-10.1.0.x86_64.rpm)（服务器）· [lemonade-app-10.1.0-x86_64.AppImage](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv10.1.0\u002Flemonade-app-10.1.0-x86_64.AppImage)（配套桌面应用） |\n| **macOS（beta）** | [Lemonade-10.1.0-Darwin.pkg](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv10.1.0\u002FLemonade-10.1.0-Darwin.pkg)（服务器 + 应用） |\n\n> **其他平台？** 请查看我们的 [安装选项](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html)，了解适用于 [Docker](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#docker)、[Snap](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#ubuntu)、[Arch](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#arch)、[Fedora](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#fedora)、[Debian](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#debian) 等的安装方法。\n\n---\n\n## 变更内容\n\n感谢 @Phqen1x、@bconsolvo、@bitgamma、@ckuethe、@github-actions、@jeremyfowers、@kenvandine、@kincl、@kpoineal、@kronenpj、@kurtseebauer、@ramkrishna2910、@ryomo、@sawansri、@superm1 对本次发布的卓越贡献！\n\n\u003Cdetails>\n\u003Csummary>点击展开变更日志\u003C\u002Fsummary>\n\n* @superm1 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1430 中更新了 FLM NPU 的说明\n* @jeremyfowers 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1400 中进行了春季大扫除第 1 步\n* @ramkrishna2910 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1436 中更新了 agents.md 文件\n* @superm1 在 GH 发布中引导用户前往 Launchpad PPA…","2026-04-06T20:48:09",{"id":197,"version":198,"summary_zh":199,"released_at":200},334338,"v10.0.1","## 标题\n\n- Debian 软件包现已通过 PPA 提供，不再使用 .deb 格式\n- 应用程序中从 Hugging Face 搜索和添加 GGUF 的体验更加流畅\n- qwen3.5-4b 现已在 NPU 上通过 FastFlowLM v0.9.36 提供\n- llama.cpp 已升级至 b8460，并进行了显著的 Qwen3.5 优化\n- Linux 上的 FLM 安装流程更加顺畅\n\n## Ubuntu 安装变更\n\nUbuntu 的新安装流程，取代了原有的 .deb 安装程序：\n\n```bash\nsudo add-apt-repository ppa:lemonade-team\u002Fstable\nsudo apt install lemonade-server\n```\n\n## 快速安装\n\n| 操作系统 | 下载链接 |\n|----------|----------|\n| **Windows** | [lemonade.msi](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv10.0.1\u002Flemonade.msi)（服务器 + 应用）· [lemonade-server-minimal.msi](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv10.0.1\u002Flemonade-server-minimal.msi)（仅服务器） |\n| **Fedora 43** | [lemonade-server-10.0.1.x86_64.rpm](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv10.0.1\u002Flemonade-server-10.0.1.x86_64.rpm)（服务器）· [Lemonade-10.0.1-x86_64.AppImage](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv10.0.1\u002FLemonade-10.0.1-x86_64.AppImage)（配套桌面应用） |\n| **macOS（测试版）** | [Lemonade-10.0.1-Darwin.pkg](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv10.0.1\u002FLemonade-10.0.1-Darwin.pkg)（服务器 + 应用） |\n\n> **其他平台？** 请参阅我们的[安装选项](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html)，了解适用于[Docker](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#docker)、[Snap](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#ubuntu)、[Arch](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#arch)、[Fedora](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#fedora)、[Debian](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#debian)等的安装方式。\n\n---\n\n## 变更内容\n\n感谢 @Rebreda、@abn、@bitgamma、@choppu、@de-wim、@elijahsgh、@github-actions、@ianbmacdonald、@jaeiclee、@jeremyfowers、@kenvandine、@kpoineal、@meghsat、@ramkrishna2910、@sawansri、@sofiageo、@superm1、@szkocot、@timothycarambat 对本次发布所做的精彩贡献！\n\n\u003Cdetails>\n\u003Csummary>点击展开更新日志\u003C\u002Fsummary>\n\n* 在 Debian 软件包中推荐使用 ffmpeg 进行 whisper 音频转换，由 @ianbmacdonald 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1325 中提出\n* 当在不安全的窗口环境中运行时禁用麦克风，由 @superm1 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1305 中实现\n* 新特性：添加 whispercpp 自定义参数配置，由 @ianbmacdonald 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1310 中完成\n* 更新 flm_npu_linux.html，由 @de-wim 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1344 中完成\n* AnythingLLM 文档更新，由 @timothycarambat 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1345 中完成\n* 修复：忽略 flm version --json 输出的 stdout，以确保只获取有效的 JSON 数据，由 @kenvandine 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1351 中实现\n* 为 ROCm 后端添加 libatomic1 作为 Docker 运行时依赖，由 @jaeiclee 在 http","2026-03-24T19:55:19",{"id":202,"version":203,"summary_zh":204,"released_at":205},334339,"v10.0.0","\u003Cimg width=\"663\" height=\"402\" alt=\"图片\" src=\"https:\u002F\u002Fgithub.com\u002Fuser-attachments\u002Fassets\u002F6da236ba-2453-4d68-85ff-08f517846507\" \u002F>\n\n\n## 标题\n\n- 通过 FastFlowLM，LLM 和 Whisper 现已支持 Linux NPU\n- 原生集成 Claude Code：`lemonade-server launch claude`\n- 现已在发布中提供了 Fedora .rpm 安装程序\n\n## 快速安装\n\n| 操作系统 | 下载链接 |\n|------------------|-----------|\n| **Windows** | [lemonade.msi](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv10.0.0\u002Flemonade.msi)（服务器 + 应用）· [lemonade-server-minimal.msi](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv10.0.0\u002Flemonade-server-minimal.msi)（仅服务器） |\n| **Ubuntu** | [lemonade-server_10.0.0_amd64.deb](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv10.0.0\u002Flemonade-server_10.0.0_amd64.deb)（服务器）· [Lemonade-10.0.0-x86_64.AppImage](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv10.0.0\u002FLemonade-10.0.0-x86_64.AppImage)（配套桌面应用） |\n| **Fedora** | [lemonade-server-10.0.0.x86_64.rpm](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv10.0.0\u002Flemonade-server-10.0.0.x86_64.rpm)（服务器）· [Lemonade-10.0.0-x86_64.AppImage](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv10.0.0\u002FLemonade-10.0.0-x86_64.AppImage)（配套桌面应用） |\n| **macOS（测试版）** | [Lemonade-10.0.0-Darwin.pkg](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv10.0.0\u002FLemonade-10.0.0-Darwin.pkg)（服务器 + 应用） |\n\n> **其他平台？** 请参阅我们的[安装选项](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html)，了解针对 [Docker](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#docker)、[Snap](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#ubuntu)、[Arch](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#arch)、[Fedora](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#fedora)、[Debian](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#debian) 等的安装方法。\n\n---\n\n## 变更内容\n\n感谢 @Geramy、@Jays-1111、@OmerFarukOruc、@Rebreda、@abn、@bitgamma、@choppu、@james-martinez、@jeremyfowers、@kenvandine、@ramkrishna2910、@sawansri、@sofiageo、@superm1、@szkocot、@vgodsoe 对本次发布的精彩贡献！\n\n\u003Cdetails>\n\u003Csummary>点击展开变更日志\u003C\u002Fsummary>\n\n* @jeremyfowers 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1224 中为更多模型添加工具调用标签\n* @superm1 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1228 中将 FLM NPU 的最低内核版本更新至 6.17\n* @jeremyfowers 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1238 中修复了 NPU Linux 文档中的代码块格式问题\n* @superm1 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1244 中添加了 NPU Linux 测试版标志\n* @superm1 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1243 中启用了 Linux 上的 NPU 支持\n* @abn 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1249 中修复了沙盒化 Linux 环境中的“未运行”状态误报问题\n* 修复了使用 sd_ 的 journald 检测…","2026-03-11T15:41:09",{"id":207,"version":208,"summary_zh":209,"released_at":210},334340,"v9.4.1","## 标题\n\n* 现已支持在 ROCm 和 Vulkan 上运行 Qwen3.5 系列模型！\n* 重新设计了应用程序，使其导航更加便捷，并在应用、命令行界面和 API 端点中提供了完整的后端管理器。\n* 图像生成功能得到极大扩展，新增了图像编辑端点以及自定义模型的 `pull` 功能。\n* Linux 系统现已支持使用 Whisper.cpp 进行转录，同时兼容 Vulkan 和 CPU。\n\n## 快速安装\n\n| 操作系统 | 下载链接 |\n|----------|----------|\n| **Windows** | [lemonade.msi](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv9.4.1\u002Flemonade.msi)（服务器 + 应用程序）· [lemonade-server-minimal.msi](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv9.4.1\u002Flemonade-server-minimal.msi)（仅服务器） |\n| **Ubuntu** | [lemonade-server_9.4.1_amd64.deb](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv9.4.1\u002Flemonade-server_9.4.1_amd64.deb)（服务器）· [Lemonade-9.4.1-x86_64.AppImage](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv9.4.1\u002FLemonade-9.4.1-x86_64.AppImage)（独立应用程序） |\n| **macOS（测试版）** | [Lemonade-9.4.1-Darwin.pkg](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv9.4.1\u002FLemonade-9.4.1-Darwin.pkg)（服务器 + 应用程序） |\n\n> **其他平台？** 请参阅我们的[安装选项](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html)，了解针对 [Docker](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#docker)、[Arch](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#arch)、[Fedora](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#fedora)、[Debian](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#debian) 等系统的安装方法。\n\n---\n\n## 变更内容\n\n感谢 @Geramy、@bitgamma、@iswaryaalex、@jeremyfowers、@ramkrishna2910、@sofiageo 和 @superm1 对本次发布所做的精彩贡献！\n\n\u003Cdetails>\n\u003Csummary>点击展开变更日志\u003C\u002Fsummary>\n\n* @ramkrishna2910 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1174 中更新了 README 文件。\n* @superm1 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1197 中将配置文件路径迁移到 \u002Fetc，而非 \u002Fopt\u002Fetc。\n* @superm1 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1201 中默认启用 clangd。\n* @jeremyfowers 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1195 中重构、修复并优化了应用程序中的推理 UI。\n* @bitgamma 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1202 中移除了未使用的头文件。\n* @jeremyfowers 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1205 中简化了发行说明下载表格的布局。\n* @sofiageo 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1206 中修复了 StatusBar 循环问题，拆分了 useEffect 并更新了依赖项。\n* @jeremyfowers 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1204 中修复了应用程序中的一些加载选项错误。\n* @iswaryaalex 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1118 中为 Whisper.cpp 添加了对 Linux 系统 CPU 和 Vulkan 后端的支持。\n* @superm1 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1177 中为进一步开发 flm\u002Flinux 做了更多基础工作。\n* @bitgamma 在 ht 中实现了如果存在集成显卡则默认禁用 mmap 的功能。","2026-02-27T21:39:15",{"id":212,"version":213,"summary_zh":214,"released_at":215},334341,"v9.4.0","## 标题\n\n* 在 llama.cpp + ROCm 上支持 Qwen3.5 系列和 LFM2-24B-A2B\n* 应用程序布局已重新设计，新增后端管理器\n* 添加了图像编辑端点\n\n## 重大变更\n\n`.deb` 安装方式已更改，请参阅[迁移指南](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fwiki\u002FMigration#v93x---v940)。\n\n> **其他平台？** 请查看我们的[安装选项](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html)，了解 [Docker](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#docker)、[Arch](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#arch)、[Fedora](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#fedora)、[Debian](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#debian) 等更多内容。\n\n## 快速安装\n\n| 操作系统 | 下载链接 |\n|------------------|-----------|\n| **Windows** | [lemonade.msi](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv9.4.0\u002Flemonade.msi)（服务器 + 应用）· [lemonade-server-minimal.msi](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv9.4.0\u002Flemonade-server-minimal.msi)（仅服务器） |\n| **Ubuntu** | [lemonade-server_9.4.0_amd64.deb](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv9.4.0\u002Flemonade-server_9.4.0_amd64.deb)（服务器）· [Lemonade-9.4.0-x86_64.AppImage](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv9.4.0\u002FLemonade-9.4.0-x86_64.AppImage)（独立应用） |\n| **macOS（测试版）** | [Lemonade-9.4.0-Darwin.pkg](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv9.4.0\u002FLemonade-9.4.0-Darwin.pkg)（服务器 + 应用） |\n\n\n---\n\n## 变更内容\n\n感谢 @Geramy、@ZaneNi、@bitgamma、@danielholanda、@ianbmacdonald、@jeremyfowers、@kenvandine、@sawansri、@superm1 对本次发布所做的精彩贡献！\n\n\u003Cdetails>\n\u003Csummary>点击展开变更日志\u003C\u002Fsummary>\n\n* 使用 mDNS 信标发现服务器，而非 `lemonade-server status`，由 @superm1 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1158 中实现\n* 增加对新 AppImage 目标的支持，由 @superm1 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1079 中实现\n* 添加 systemd 迁移脚本，由 @superm1 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1078 中实现\n* 在 CMake 构建过程中更新 build\u002Fresources\u002Fbackend_versions.json 文件，由 @superm1 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1114 中实现\n* 将 Linux 软件包精简为单个包，由 @superm1 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1022 中实现\n* 更新常见问题解答，加入关于 Linux STX Halo GPU 内存分配的指导，由 @jeremyfowers 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1170 中完成\n* 在文档和网站中添加 macOS（测试版）的相关说明，由 @jeremyfowers 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1165 中完成\n* 增加图像模型的拉取功能，由 @bitgamma 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1132 中实现\n* 当在 systemd 下运行时，停止将日志记录到 tmpfs，由 @superm1 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1179 中完成\n* 为 macOS CI 的签名密钥添加未签名的本地构建+测试路径……由 @Geramy 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1 中完成","2026-02-26T01:40:47",{"id":217,"version":218,"summary_zh":219,"released_at":220},334342,"v9.3.4","## 标题\n\n* macOS（测试版）安装程序现已包含在发布中！\n* 文本转语音功能现已通过 Kokoro 配方在 Lemonade 应用中可用。\n* XDNA 2 NPU 检测已全面优化，以提升兼容性。\n\n## 快速安装\n\n| 操作系统 | 服务器 + 应用 | 仅服务器 |\n|----------|---------------|----------|\n| **Windows** | [lemonade.msi](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv9.3.4\u002Flemonade.msi) | [lemonade-server-minimal.msi](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv9.3.4\u002Flemonade-server-minimal.msi) |\n| **Ubuntu** | [lemonade_9.3.4_amd64.deb](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv9.3.4\u002Flemonade_9.3.4_amd64.deb) | [lemonade-server-minimal_9.3.4_amd64.deb](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv9.3.4\u002Flemonade-server-minimal_9.3.4_amd64.deb) |\n| **macOS（测试版）** | [Lemonade-9.3.4-Darwin.pkg](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv9.3.4\u002FLemonade-9.3.4-Darwin.pkg) | -- |\n\n> **其他平台？** 请参阅我们的[安装选项](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html)，了解针对[Docker](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#docker)、[Arch](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#arch)、[Fedora](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#fedora)、[Debian](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#debian)等的安装方法。\n\n---\n\n## 变更内容\n\n感谢 @Geramy、@bitgamma、@jeremyfowers 和 @superm1 对本次发布的精彩贡献！\n\n\u003Cdetails>\n\u003Csummary>点击展开变更日志\u003C\u002Fsummary>\n\n* 添加 macOS CI\u002FCD：构建、签名、公证、测试和发布 .pkg 文件，由 @Geramy 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1081 中完成。\n* 添加对 Linux 上 NPU 检测的支持，由 @superm1 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1091 中完成。\n* 将 TTS 模型类型与音频分开定义，由 @bitgamma 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1131 中完成。\n* 修复：Web 应用无法通过其正常地址访问的问题，由 @jeremyfowers 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1150 中修复。\n* Kokoro UI 集成，由 @jeremyfowers 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1147 中完成。\n* 优化 CI 流程，节省 8 分钟时间，由 @jeremyfowers 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1155 中完成。\n* 使用 PCI 设备 ID 而不是 CPU 名称正则表达式来检测 XDNA2 NPU，由 @jeremyfowers 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1154 中完成。\n\n\u003C\u002Fdetails>\n\n**完整变更日志**：https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fcompare\u002Fv9.3.3...v9.3.4\n\n---\n\n> Windows 安装程序已签名。免费代码签名由 [SignPath.io](https:\u002F\u002Fsignpath.io) 提供，证书由 [SignPath Foundation](https:\u002F\u002Fsignpath.org) 签发。详情请参阅我们的[代码签名政策](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade#code-signing-policy)。","2026-02-18T21:28:15",{"id":222,"version":223,"summary_zh":224,"released_at":225},334343,"v9.3.3","## 标题\n\n* FastFlowLM 升级至 0.9.33，支持 Qwen2.5-VL-3B-Instruct。\n* 应用程序和 \u002Frealtime 端点中启用了流式转录功能。\n* 添加了 Ollama API 支持，以更好地与本地 AI 应用程序原生集成。\n* 支持 Z-Image 和 Flux 图像生成模型（目前仅限 CPU）。\n\n## 快速安装\n\n| 操作系统 | 服务器 + 应用程序 | 仅服务器 |\n|------------------|--------------|-------------|\n| **Windows** | [lemonade.msi](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv9.3.3\u002Flemonade.msi) | [lemonade-server-minimal.msi](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv9.3.3\u002Flemonade-server-minimal.msi) |\n| **Ubuntu** | [lemonade_9.3.3_amd64.deb](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv9.3.3\u002Flemonade_9.3.3_amd64.deb) | [lemonade-server-minimal_9.3.3_amd64.deb](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv9.3.3\u002Flemonade-server-minimal_9.3.3_amd64.deb) |\n\n> **其他平台？** 请参阅我们的[安装选项](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html)，了解[Docker](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#docker)、[Arch](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#arch)、[Fedora](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#fedora)、[Debian](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#debian)等的安装方法。\n\n---\n\n## 变更内容\n\n感谢 @ZaneNi、@bitgamma、@choppu、@jeremyfowers、@makn87amd、@ramkrishna2910、@vugenti 对本次发布的精彩贡献！\n\n\u003Cdetails>\n\u003Csummary>点击展开变更日志\u003C\u002Fsummary>\n\n* @jeremyfowers 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1110 中更新了多模态 README。\n* @ZaneNi 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1109 中将 FLM 版本更新至 v0.9.33。\n* @bitgamma 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1063 中添加了对模型中多个检查点的支持。\n* @makn87amd 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1096 中移除了 api_image_generation_rocm.py。\n* @bitgamma 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1115 中添加了缺失的后端外部二进制变量。\n* @jeremyfowers 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1138 中更新了 README.md 中的维护者列表。\n* @jeremyfowers 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1139 中实现了在模型拉取\u002F下载时尊重 LEMONADE_DISABLE_MODEL_FILTERING 设置。\n* @vugenti 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1120 中解决了 #1082 问题——在托盘应用程序上下文中支持 256K 上下文大小。\n* @jeremyfowers 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1141 中记录了 LEMONADE_MAX_LOADED_MODELS 环境变量。\n* @jeremyfowers 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1142 中修复了 Electron 应用始终跳过端口发现的问题。\n* @jeremyfowers 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1130 中添加了 Ollama API 兼容层。\n* @ramkrishna2910 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F997 中实现了 Whisper 流式音频功能。\n* 将 SD 模型加载超时时间与其他 e","2026-02-18T03:28:27",{"id":227,"version":228,"summary_zh":229,"released_at":230},334344,"v9.3.2","## 标题\n\n* 现在 Windows 和 Linux 上都支持使用 ROCm 进行图像生成\n* `--max-loaded-models N` 已简化，现在可以启用每种类型的 N 个模型\n* 对 9.3.0 版本的更改进行了大量底层优化，以进一步完善\n\n## 快速安装\n\n| 操作系统 | 服务器 + 应用程序 | 仅服务器 |\n|------------------|--------------|-------------|\n| **Windows** | [lemonade.msi](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv9.3.2\u002Flemonade.msi) | [lemonade-server-minimal.msi](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv9.3.2\u002Flemonade-server-minimal.msi) |\n| **Ubuntu** | [lemonade_9.3.2_amd64.deb](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv9.3.2\u002Flemonade_9.3.2_amd64.deb) | [lemonade-server-minimal_9.3.2_amd64.deb](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv9.3.2\u002Flemonade-server-minimal_9.3.2_amd64.deb) |\n\n> **其他平台？** 请参阅我们的[安装选项](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html)，了解关于[Docker](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#docker)、[Arch](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#arch)、[Fedora](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#fedora)、[Debian](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#debian)等的安装方法。\n\n---\n\n## 变更内容\n\n感谢 @bitgamma、@choppu、@jeremyfowers、@makn87amd、@ramkrishna2910、@sofiageo、@superm1、@vgodsoe 为本次发布所做的出色贡献！\n\n\u003Cdetails>\n\u003Csummary>点击展开变更日志\u003C\u002Fsummary>\n\n* @sofiageo 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1067 中更新了 Arch Linux 构建的 systemd 依赖项\n* @sofiageo 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1057 中将 LEMONADE_API_KEY 添加到 secrets 文件中\n* @bitgamma 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1062 中修复了一个导致外部二进制文件查找失败的拼写错误\n* @bitgamma 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1064 中添加了 LEMONADE_MAX_LOADED_MODELS 的环境变量\n* @superm1 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1069 中修复了 \u002Fv1\u002F* 端点返回 HTML 而不是 JSON 的问题，以兼容 OpenAI…\n* @superm1 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1059 中移除了 window.api 模拟中的部分不必要的消息\n* @choppu 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1065 中处理了聊天中的模型启动事件\n* @makn87amd 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F980 中为 stable-diffusion.cpp 添加了 ROCm GPU 后端支持\n* @jeremyfowers 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1086 中重新设计了 --max-loaded-models 参数\n* @vgodsoe 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1080 中添加分页功能，以解决 CI 监控工具无法找到构建产物的问题\n* @superm1 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1088 中更新了 lemonade 服务器的 `LimitMEMLOCK` 值\n* @jeremyfowers 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1099 中重做了整个网站\n* @jeremyfowers 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1100 中进一步更新了网站\n* 1103-CI-","2026-02-12T20:21:01",{"id":232,"version":233,"summary_zh":234,"released_at":235},334345,"v9.3.1","## 标题\n\n* Windows MSI 安装程序现已进行代码签名。感谢 SignPath 基金会！\n* Ryzen AI 软件 1.7 已集成，并完全取代了之前的 Ryzen AI 软件支持。\n* Lemonade 市场现已被纳入应用程序中。\n\n## 破坏性变更\n\n* 请在通过 Lemonade 使用 Ryzen AI 软件 1.7 之前阅读[此内容](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1056#issue-3908678923)，尤其是从旧版本迁移时。\n\n## 快速安装\n\n| 操作系统 | 服务器 + 应用程序 | 仅服务器 |\n|------------------|--------------|-------------|\n| **Windows** | [lemonade.msi](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv9.3.1\u002Flemonade.msi) | [lemonade-server-minimal.msi](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv9.3.1\u002Flemonade-server-minimal.msi) |\n| **Ubuntu** | [lemonade_9.3.1_amd64.deb](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv9.3.1\u002Flemonade_9.3.1_amd64.deb) | [lemonade-server-minimal_9.3.1_amd64.deb](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv9.3.1\u002Flemonade-server-minimal_9.3.1_amd64.deb) |\n\n> **其他平台？** 请参阅我们的[安装选项](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html)，了解 [Docker](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#docker)、[Arch](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#arch)、[Fedora](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#fedora)、[Debian](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#debian) 等更多内容。\n\n---\n\n## 变更内容\n\n感谢 @bitgamma、@danielholanda、@eddierichter-amd、@jeremyfowers、@kenvandine 和 @superm1 对本次发布的精彩贡献！\n\n\u003Cdetails>\n\u003Csummary>点击展开更新日志\u003C\u002Fsummary>\n\n* @jeremyfowers 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1045 中重新设计了 Lemonade 特色应用市场。\n* @danielholanda 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1040 中实现了编辑聊天消息时保持宽度不变的功能。\n* @bitgamma 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1036 中重构了后端。\n* @kenvandine 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1033 中添加了 Snap 商店徽章，以显示稳定版中发布的最新版本。\n* @eddierichter-amd 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1044 中对 llamacpp 的 max_tokens 进行了修补，使其与 OpenAI 服务器的 max_completion_tokens 一致。\n* @superm1 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1050 中修复了 Web 应用的关于对话框。\n* @jeremyfowers 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1056 中升级至 Ryzen AI 软件 1.7。\n* @jeremyfowers 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F909 中启用了通过 SignPath 基金会进行的 MSI 签名功能。\n* @superm1 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1060 中为移动用户添加了指向 Web 应用的重定向。\n* @jeremyfowers 在 https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1061 中优化了应用中心面板。\n\n\u003C\u002Fdetails>\n\n**完整更新日志**: https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fcompare\u002Fv9.3.0...v9.3.1\n\n---\n\n> Windows 安装程序已签名。F","2026-02-07T04:07:04",{"id":237,"version":238,"summary_zh":239,"released_at":240},334346,"v9.3.0","## Headline\r\n\r\n* NPU enabled for Whisper models on the \u002Faudio\u002Ftranscription endpoint (Windows only).\r\n* Kokoro TTS is available on the \u002Faudio\u002Fspeech endpoint.\r\n* Desktop and web apps have backend selection, providing a ROCm option in the GUI for the first time.\r\n* Significant performance uplift on AMD devices using llamacpp Vulkan and FastFlowLM.\r\n* A lot more! This was a huge release.\r\n\r\n## Breaking Changes\r\n\r\n* The .deb now installs as a systemd service. See https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fissues\u002F1006 for details and migration info.\r\n* The `inference_engines` key has been removed from the `\u002Fsystem-info` endpoint response, replaced by a new `recipes` list.\r\n\r\n## Quick Install\r\n\r\n| Operating System | Server + App | Server Only |\r\n|------------------|--------------|-------------|\r\n| **Windows** | [lemonade.msi](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv9.3.0\u002Flemonade.msi) | [lemonade-server-minimal.msi](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv9.3.0\u002Flemonade-server-minimal.msi) |\r\n| **Ubuntu** | [lemonade_9.3.0_amd64.deb](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv9.3.0\u002Flemonade_9.3.0_amd64.deb) | [lemonade-server-minimal_9.3.0_amd64.deb](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv9.3.0\u002Flemonade-server-minimal_9.3.0_amd64.deb) |\r\n\r\n> **Other platforms?** See our [Installation Options](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html) for [Docker](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#docker), [Arch](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#arch), [Fedora](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#fedora), [Debian](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#debian), and more.\r\n\r\n---\r\n\r\n## What's Changed\r\n\r\nThanks @Geramy, @LaurentChardin, @bitgamma, @choppu, @dennemark, @iswaryaalex, @jeremyfowers, @kenvandine, @ramkrishna2910, @sofiageo, @superm1 for your awesome contributions to this release!\r\n\r\n\u003Cdetails>\r\n\u003Csummary>Click to expand changelog\u003C\u002Fsummary>\r\n\r\n* feat: Add status bar with server and system stats by @kenvandine in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F927\r\n* Remove all trailing whitespace and apply black to all python files by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F966\r\n* enable \u002Fresponses endpoint for llamacpp recipes by @bitgamma in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F945\r\n* Add load options menu by @sofiageo in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F880\r\n* Fix link to llm-debate.html in instructions by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F984\r\n* Rename SD label by @ramkrishna2910 in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F986\r\n* fix: Don't attempt to preserve ownership when extracting backends by @kenvandine in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F989\r\n* Add a helper script that uses Ninja build for building  by @superm1 in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F991\r\n* Add a new `\u002Fapi\u002Fv1\u002Fsystem-stats` endpoint and use it by @superm1 in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F970\r\n* Update the Installing Models section of the integration guide by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F993\r\n* Update CMake minimum version to use \u003Cmin>...\u003Cmax> syntax by @superm1 in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F999\r\n* Prevent a rare Windows model load bug by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F979\r\n* llamacpp: also reserve flag aliases\u002Fnegatives by @bitgamma in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F974\r\n* Create and distribute systemd service by @superm1 in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1002\r\n* Add more system information into about modal by @superm1 in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1005\r\n* Windows - fix some issues with buildscripts by @LaurentChardin in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1001\r\n* Add image generation docs openwebui by @dennemark in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F994\r\n* Add connection settings in Electron app by @choppu in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1004\r\n* Re-do the system info code and endpoint by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F992\r\n* do not close the same stream multiple times by @bitgamma in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1014\r\n* Geramy\u002Fannounce to lan by @Geramy in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F988\r\n* feat: Add copy button to code blocks by @kenvandine in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F969\r\n* Fix systemd service installation for non-\u002Fusr prefixes by @superm1 in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1007\r\n* Add Kokoro TTS backend by @bitgamma in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1000\r\n* Show `--help` output if no arguments to `lemonade-server` by @superm1 in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1017\r\n* Desktop app: llamacpp backend dropdown, build improvements by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F1013\r\n* Add","2026-02-05T18:41:00",{"id":242,"version":243,"summary_zh":244,"released_at":245},334347,"v9.2.0","## Headline\r\n\r\n- Introduces the `images\u002Fgenerations` endpoint with stablediffusion.cpp as the first image generation engine.\r\n- Compatibility improvements: Debian now supported; Debian, Arch, and Fedora builds tested in CI.\r\n- `ryzenai-server` and `lemonade-eval` have moved to their own repos under `lemonade-sdk` org.\r\n- AMD GPU device detection on Linux overhauled.\r\n\r\n## Quick Install\r\n\r\n| Operating System | Server + App | Server Only |\r\n|------------------|--------------|-------------|\r\n| **Windows** | [lemonade.msi](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv9.2.0\u002Flemonade.msi) | [lemonade-server-minimal.msi](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv9.2.0\u002Flemonade-server-minimal.msi) |\r\n| **Ubuntu** | [lemonade_9.2.0_amd64.deb](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv9.2.0\u002Flemonade_9.2.0_amd64.deb) | [lemonade-server-minimal_9.2.0_amd64.deb](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv9.2.0\u002Flemonade-server-minimal_9.2.0_amd64.deb) |\r\n\r\n> **Other platforms?** See our [Installation Options](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html) for [Docker](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#docker), [Arch](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#arch), [Fedora](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#fedora), [Debian](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#debian), and more.\r\n\r\n---\r\n\r\n## What's Changed\r\n\r\nThanks @Geramy, @NineBallo, @bitgamma, @jeremyfowers, @ramkrishna2910, @siavashhub, @superm1 for your awesome contributions to this release!\r\n\r\n\u003Cdetails>\r\n\u003Csummary>Click to expand changelog\u003C\u002Fsummary>\r\n\r\n* Improve env var and customization documentation by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F884\r\n* Migrate ryzenai-server into its own repo by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F903\r\n* Reload loaded models if calling \u002Fload explicitly by @bitgamma in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F905\r\n* refactor(backends): extract archive extraction utilities to shared ba… by @Geramy in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F910\r\n* unify CLI parsing between router and server by @bitgamma in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F874\r\n* Use standard `getaddrinfo` instead of `httplib::detail::getaddrinfo_w… by @superm1 in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F911\r\n* Docker always tag latest by @siavashhub in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F906\r\n* Add pre-commit support by @superm1 in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F683\r\n* Detect AMD GPUs without lspci by @superm1 in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F419\r\n* Add mobile app cross links by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F921\r\n* Stable diffusion cpp integration by @ramkrishna2910 in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F828\r\n* Refactor the lemonade dev cli into lemonade-eval by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F904\r\n* Testing overhaul by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F929\r\n* Enable more CLI and endpoint testing by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F935\r\n* Add electron app linking instructions by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F914\r\n* Add AMD GTT detection support by @NineBallo in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F901\r\n* Stable diffusion cpp app integration by @ramkrishna2910 in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F930\r\n* Use system libraries if available by @superm1 in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F913\r\n* Fix CLI connection logic by @bitgamma in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F933\r\n* Add snap installation option for Ubuntu by @Copilot in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F934\r\n* Move lemonade-eval to its own repo by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F938\r\n* Fix some compilation warnings I've seen by @superm1 in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F939\r\n* Rev the version number for release by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F940\r\n* Add arch linux to CI by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F946\r\n* Revert \"Fix some compilation warnings I've seen\" by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F951\r\n* Upgrade arch job to also build fedora and debian by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F950\r\n* reapply API-key related fixes by @bitgamma in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F949\r\n* Generate fancy release notes by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F952\r\n* Auto-generate fancy release notes by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F959\r\n\r\n\u003C\u002Fdetails>\r\n\r\n## New Contributors\r\n* @superm1 made their first contribution in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F911\r\n* @NineBallo made their first contribution in https:\u002F\u002Fgithub.com\u002Flemonade-sdk","2026-01-28T18:18:16",{"id":247,"version":248,"summary_zh":249,"released_at":250},334348,"v9.1.4","## Headline\r\n\r\n* Support GLM-4.7-Flash-GGUF on ROCm and Vulkan\r\n* Support installing for All Users on Windows and Linux\r\n* Allow an absolute path to go into the CLI pull command\r\n* Rev to FastFlowLM 0.9.27 and support new LFM2.5 models\r\n\r\n## Quick Install\r\n\r\n| Operating System | Server + App | Server Only |\r\n|------------------|--------------|-------------|\r\n| **Windows** | [lemonade.msi](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv9.1.4\u002Flemonade.msi) | [lemonade-server-minimal.msi](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv9.1.4\u002Flemonade-server-minimal.msi) |\r\n| **Ubuntu** | [lemonade_9.1.4_amd64.deb](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv9.1.4\u002Flemonade_9.1.4_amd64.deb) | [lemonade-server-minimal_9.1.4_amd64.deb](https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Freleases\u002Fdownload\u002Fv9.1.4\u002Flemonade-server-minimal_9.1.4_amd64.deb) |\r\n\r\n> **Other platforms?** See our [Installation Options](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html) for [Docker](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#docker), [Arch](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#arch), [Fedora](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#fedora), [Debian](https:\u002F\u002Flemonade-server.ai\u002Finstall_options.html#debian), and more.\r\n\r\n---\r\n\r\n## What's Changed\r\n\r\nThanks @ItzCrazyKns, @ZaneNi, @bitgamma, @goodtiding5, @ianbmacdonald, @jeremyfowers, @ramkrishna2910, @siavashhub, @sofiageo, @vgodsoe for your awesome contributions to this release!\r\n\r\n\u003Cdetails>\r\n\u003Csummary>Click to expand changelog\u003C\u002Fsummary>\r\n\r\n* Update Docker image version in README by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F825\r\n* Added Linux install instructions by @sofiageo in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F829\r\n* Raise exceptions on lm-eval failures by @ramkrishna2910 in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F827\r\n* Download llamacpp\u002Fwhisper binaries to cache on linux by @bitgamma in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F833\r\n* Add strix halo dedicated gpu memory to the FAQ by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F842\r\n* Add workflows to test and monitor our runners by @vgodsoe in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F843\r\n* Docs: Add missing POST \u002Fapi\u002Fv1\u002Fdelete to additional endpoints list by @Copilot in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F853\r\n* Replace hybrid model with device-agnostic model in spec by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F845\r\n* Update maintainers list in README.md by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F856\r\n* add libasound2t64 dependency to full deb package by @ianbmacdonald in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F848\r\n* Pack all recipe options into a class by @bitgamma in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F837\r\n* Fix ROCm Detection for Strix Halo on Ubuntu 24.04 OEM Kernel by @goodtiding5 in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F826\r\n* Allow an absolute path to go into the CLI pull command by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F852\r\n* Add: unversioned \u002Flive liveness endpoint & align Docker health check by @siavashhub in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F835\r\n* Doc Docker documentation by @siavashhub in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F854\r\n* Add Perplexica to the apps list by @ItzCrazyKns in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F858\r\n* Add server-based load and bench tools to dev cli by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F850\r\n* remove checkpoint_loaded and context_size from \u002Fhealth and add recipe and options in `all_models_loaded` by @bitgamma in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F857\r\n* Run npm audit fix on the app by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F861\r\n* fix recipe options creation for newly added models by @bitgamma in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F862\r\n* Add stx-test back in for new ci runners by @vgodsoe in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F864\r\n* Rev FLM to 0.9.26 by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F865\r\n* Add Ubuntu version recommendation by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F870\r\n* Add link anchors to install_options.html by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F871\r\n* FLM version updates: New model (breaking change) by @ZaneNi in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F878\r\n* Update the Roadmap section of the README by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F895\r\n* Install for all users on Windows; Rev FLM and llama by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F863\r\n\r\n\u003C\u002Fdetails>\r\n\r\n## New Contributors\r\n* @sofiageo made their first contribution in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F829\r\n* @goodtiding5 made their first contribution in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F826\r\n* @ItzCrazyKns made their first contribution","2026-01-21T15:48:14",{"id":252,"version":253,"summary_zh":254,"released_at":255},334349,"v9.1.3","## Headline\r\n\r\n* Lemonade App can be used remotely over the network\r\n* Lemonade CLI and `\u002Fload` endpoint can save custom load options for each model\r\n* LFM2.5 model enabled via FastFlowLM v0.9.25\r\n* Initial support for publishing Docker images\r\n\r\n## What's Changed\r\n* Overhaul the FAQ by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F811\r\n* Add FLM server models by @ZaneNi in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F806\r\n* implement save_options by @bitgamma in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F804\r\n* Rev flm to v0.9.25 by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F818\r\n* Added ability to build rpm packages for Fedora users by @SidShetye in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F812\r\n* Docker Images & GitHub Actions Workflow for Lemonade Releases by @siavashhub in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F803\r\n* Extend Lemonade CLI to support FastFlow models by @amd-pworfolk in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F616\r\n* remove all state from the llamacpp backend by @bitgamma in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F801\r\n* Enable the app to access a remote lemonade-server by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F814\r\n* fix server detection on Linux by @bitgamma in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F815\r\n\r\n## New Contributors\r\n* @SidShetye made their first contribution in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F812\r\n\r\n**Full Changelog**: https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fcompare\u002Fv9.1.2...v9.1.3","2026-01-09T21:22:54",{"id":257,"version":258,"summary_zh":259,"released_at":260},334350,"v9.1.2","## Headline\r\n\r\n* Create, save, and share custom model recipes: https:\u002F\u002Flemonade-server.ai\u002Fdocs\u002Fserver\u002Fserver_spec\u002F#per-model-options\r\n* Full NPU and ROCm support for the ROG Ally X handheld and RAI Z2 Extreme chip\r\n* Full compatibility with LM Studio's GGUF library using `--extra-models-dir`\r\n* FastFlowLM 0.9.24 support with improved ease-of-use\r\n\r\n## What's Changed\r\n* Update GitHub\u002FWebsite for early 2026 by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F716\r\n* Add nemotron 3 nano model by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F751\r\n* Touch up the documentation by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F753\r\n* Adding instructions on how to build and run Lemonade CPP in a docker container by @siavashhub in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F723\r\n* Fix index.html responsive design by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F755\r\n* Center website subtitle by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F756\r\n* Add Ryzen AI Z2 support and LEMONADE_DISABLE_MODEL_FILTERING env var by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F764\r\n* Upgrade FLM to 0.9.24 by @ramkrishna2910 in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F781\r\n* Steamline the new user experience by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F788\r\n* add support for recipe options by @bitgamma in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F775\r\n* Lemonade API key by @bitgamma in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F774\r\n* Extra models dir models have an extra. prefix by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F793\r\n* Improve the UX when FLM updates invalidate models by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F796\r\n* Fix logprob calculation for hybrid by @ramkrishna2910 in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F777\r\n* Make some llamacpp-server args optional defaults by @bitgamma in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F763\r\n\r\n\r\n**Full Changelog**: https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fcompare\u002Fv9.1.1...v9.1.2","2026-01-07T15:19:48",{"id":262,"version":263,"summary_zh":264,"released_at":265},334351,"v9.1.1","## Headline\r\n\r\n* Add support for transcriptions, reranking, and embeddings in the App\r\n* ROCm support for Strix Point (gfx1150)\r\n* Solve a bunch of community-reported feedback\r\n\r\n## What's Changed\r\n* Revamp README file by @danielholanda in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F668\r\n* Update installer guide by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F708\r\n* Add core Lemonade features to homepage by @vgodsoe in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F702\r\n* Fix site icons not loading by @vgodsoe in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F712\r\n* Update wall of logos on the website by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F714\r\n* Resolve cmake warnings by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F713\r\n* Update Runner Labels by @danielholanda in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F728\r\n* Fix bug that resulted in user-model registrations, Add a Model bugs by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F729\r\n* Improve FLM installation and fix bugs by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F730\r\n* Overhaul the \"not-found\" error message by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F735\r\n* Fix app download progress bugs with 0B files by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F743\r\n* Suppress health request prints by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F742\r\n* Add experiences for Embeddings, Reranking, and Transcription by @danielholanda in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F731\r\n* Add --extra-models-dir option by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F741\r\n* Add ROCm support to STX Point (gfx1150) by @danielholanda in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F740\r\n\r\n\r\n**Full Changelog**: https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fcompare\u002Fv9.1.0...v9.1.1","2025-12-17T17:42:58",{"id":267,"version":268,"summary_zh":269,"released_at":270},334352,"v9.1.0","## Headline\r\n\r\n- The **Lemonade App** is here! Download models, try them out, and discover the Lemonade ecosystem.\r\n- Initial support for ASR with whisper.cpp.\r\n- Fixes: localhost vs. 127.0.0.1 aliasing; FLM-related issues.\r\n\r\n## Breaking Changes\r\n\r\n- The browser-based web UI has been completely removed.\r\n- A new installer, `lemonade.msi` \u002F `.deb` has been introduced, which includes the new Lemonade App.\r\n- The previous `lemonade-server-minimal` installers still exist but are server-only (no app).\r\n\r\n## What's Changed\r\n* Fix debate bug with Jan model name by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F666\r\n* Documentation for Debate Arena, and associated models by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F667\r\n* Whisper.cpp Audio Transcription Support by @ramkrishna2910 in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F645\r\n* Lemonade Manager: Phase 2 by @danielholanda in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F647\r\n* Add multi-model support to UI by @danielholanda in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F675\r\n* Dev Containers - Docker build system implemented and includes cmake p… by @Geramy in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F658\r\n* Improve FLM logic and add LFM2-1.2B-FLM by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F693\r\n* Add clear guidance on UI\u002FUX contributions by @danielholanda in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F679\r\n* Refactor LLM chat code maximize code reuse and show FLM thinking box by @danielholanda in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F686\r\n* Fetch the models list when the user clicks on the dropdown by @danielholanda in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F694\r\n* Allow overriding whisper-server bin path via the environment by @bitgamma in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F673\r\n* Add download manager to UI by @danielholanda in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F676\r\n* Setting server host now resolves to ipv4 instead of being ambiguous by @Geramy in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F661\r\n* Expand Model Manager models by default if only one recipe is available by @danielholanda in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F705\r\n* Fix `lemonade-server run` on Linux by @danielholanda in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F701\r\n* Route index.html to `api\u002Fv1` by @danielholanda in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F699\r\n* Filter available models by size and system ram by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F696\r\n* Add \"Collapse Thinking by Default\" Setting by @danielholanda in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F678\r\n\r\n## New Contributors\r\n* @Geramy made their first contribution in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F658\r\n\r\n**Full Changelog**: https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fcompare\u002Fv9.0.8...v9.1.0","2025-12-10T20:42:43",{"id":272,"version":273,"summary_zh":274,"released_at":275},334353,"v9.0.8","## Headline\r\n\r\n* Debate Arena v2 is available with quick setup instructions!\r\n\r\n## What's Changed\r\n* Set the FLM server host name by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F654\r\n* Allow overriding llama-server bin path through the environment by @bitgamma in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F651\r\n* Adding CPU Backend Support to LlamaCPP Server for Lemonade CPP by @siavashhub in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F627\r\n* Debate Arena v2, and multi-model improvements by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F659\r\n\r\n## New Contributors\r\n* @bitgamma made their first contribution in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F651\r\n\r\n**Full Changelog**: https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fcompare\u002Fv9.0.7...v9.0.8","2025-12-05T12:15:51",{"id":277,"version":278,"summary_zh":279,"released_at":280},334354,"v9.0.7","## Headline\r\n\r\n* Enables the Debate Arena web app and required models such as Ministral-3, SmolLM3, Phi4, and LFM2.\r\n* To try Debate Arena for yourself (on a computer with sufficient VRAM for the 8 models):\r\n    * Install the .msi or .deb from this release on Windows or Linux, respectively\r\n    * Launch Lemonade with `lemonade-server serve --max-loaded-models 8`\r\n    * Download this HTML file and open it in your browser: https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fblob\u002Fmain\u002Fexamples\u002Fdemos\u002Fllm-debate.html\r\n\r\n## What's Changed\r\n* Lemonade Manager: Phase 1 by @danielholanda in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F640\r\n* Fix website publication workflow by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F644\r\n* Use GitHub recommended dependency versions by @danielholanda in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F646\r\n* Add Debate Arena. Enable Ministral-3, add suggested llama3, lfm2, phi4, smollm3 GGUF models. by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F648\r\n* Release v907 by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F652\r\n\r\n\r\n**Full Changelog**: https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fcompare\u002Fv9.0.6...v9.0.7","2025-12-04T12:43:08",{"id":282,"version":283,"summary_zh":284,"released_at":285},334355,"v9.0.6","## Headline\r\n\r\n- Lemonade can now load multiple models at the same time and supports parallel requests.\r\n- You control how many models can be loaded with `--max-loaded-models` (default: 1 LLM, 1 embedding, 1 reranking).\r\n- Demo by opening `examples\\demos\\multi-model-tester.html` in your browser!\r\n\r\n## What's Changed\r\n* Reduce log spam during long model loads on linux by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F634\r\n* Update model docs for v9.0.5 by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F637\r\n* Support for multiple models loaded at once by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F592\r\n* Improve venv test style by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F638\r\n* Add fault tolerance to system-info by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F639\r\n* Fix up the models endpoint code and spec by @jeremyfowers in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F643\r\n* Bug Fix: Allow run command to work when server is already running by @danielholanda in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F642\r\n* Selective tray unloading by @danielholanda in https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fpull\u002F641\r\n\r\n\r\n**Full Changelog**: https:\u002F\u002Fgithub.com\u002Flemonade-sdk\u002Flemonade\u002Fcompare\u002Fv9.0.5...v9.0.6","2025-12-03T16:19:50"]