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// Frameworks & SDKs

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://discord.gg/5xXzkM…

// Frameworks & SDKs[ cli ][ api ][ web ][ mobile ][ claude ]#claude#ai#amd#genai#gpu#llama#llm#llm-inference#frameworksApache-2.0$open-sourceupdated 15 days ago
Actively maintained
100/100
last commit 5 days ago
last release 7 days ago
releases 61
open issues 284
// install
git clone https://github.com/lemonade-sdk/lemonade

🍋 Lemonade: Refreshingly fast local AI

Lemonade Banner

Download | Documentation | Discord

Lemonade 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.

Lemonade comes in two flavors:

  • Lemonade Server installs a service you can connect to hundreds of great apps using standard OpenAI, Anthropic, and Ollama APIs.
  • 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.

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.

Getting Started

  1. Install: Windows · Linux · macOS · Docker · Source
  2. Get Models: Browse and download with the Model Manager
  3. Generate: Try models with the built-in interfaces for chat, image gen, speech gen, and more
  4. Mobile: Take your lemonade to go: iOS · Android · Source
  5. Connect: Use Lemonade with your favorite apps:

Claude Code  Firefox Chatbot  AnythingLLM  Dify  GAIA  GitHub Copilot  Infinity Arcade  n8n  Open WebUI  OpenHands

Want your app featured here? Just submit a marketplace PR!

Supported Platforms

PlatformBuild

Using the CLI

To run and chat with Gemma:

lemonade run Gemma-4-E2B-it-GGUF

To code with Lemonade models:

lemonade launch claude

Multi-modality:

# image gen
lemonade run SDXL-Turbo

# speech gen
lemonade run kokoro-v1

# transcription
lemonade run Whisper-Large-v3-Turbo

To see available models and download them:

lemonade list

lemonade pull Gemma-4-E2B-it-GGUF

To see the backends available on your PC:

lemonade backends

For hybrid setups, Lemonade can also route to any OpenAI-compatible cloud provider (Fireworks, OpenAI, OpenRouter, Together, …) alongside local models — see Cloud Offload. (Experimental.)

Model Library

Model Manager

Lemonade supports a wide variety of LLMs (GGUF, FLM, and ONNX), whisper, stable diffusion, etc. models across CPU, GPU, and NPU.

Use lemonade pull or the built-in Model Manager to download models. You can also import custom GGUF/ONNX models from Hugging Face.

Browse all built-in models →


Supported Configurations

Lemonade supports multiple inference engines for LLM, speech, TTS, and image generation, and each has its own backend and hardware requirements.

ModalityEngineBackendDeviceOS
Text generationllamacppvulkanx86_64 CPU, AMD iGPU, AMD dGPU; ARM64 CPU/GPU (Linux)Windows, Linux
rocmSupported AMD ROCm iGPU/dGPU families*Windows, Linux
cudaNVIDIA GPUs (Turing or newer)**Windows, Linux
cpux86_64 CPU; ARM64 CPU (Linux)Windows, Linux
metalApple Silicon GPUmacOS
systemx86_64/ARM64 CPU, GPULinux
flmnpuXDNA2 NPUWindows, Linux
ryzenai-llmnpuXDNA2 NPUWindows
vllm (experimental)rocmStrix Halo iGPU (gfx1151)Linux
Speech-to-textwhispercppnpuXDNA2 NPUWindows
vulkanx86_64 CPULinux
cpux86_64 CPUWindows, Linux
moonshinecpux86_64/arm64 CPUWindows, Linux, macOS
Text-to-speechkokorocpux86_64 CPUWindows, Linux
Image generationsd-cpprocmSupported AMD ROCm iGPU/dGPU families*Windows, Linux
vulkanVulkan-capable GPUsWindows, Linux
cudaNVIDIA GPUs (Turing or newer)**Linux
cpux86_64 CPUWindows, Linux

To check exactly which recipes/backends are supported on your own machine, run:

lemonade backends
* See supported AMD ROCm platforms
ArchitecturePlatform SupportGPU Models
gfx1151 (STX Halo)Windows, UbuntuRyzen AI MAX+ Pro 395
gfx120X (RDNA4)Windows, UbuntuRadeon AI PRO R9700, RX 9070 XT/GRE/9070, RX 9060 XT
gfx110X (RDNA3)Windows, UbuntuRadeon PRO W7900/W7800/W7700/V710, RX 7900 XTX/XT/GRE, RX 7800 XT, RX 7700 XT
** See supported NVIDIA CUDA platforms
Compute CapabilityArchitectureGPU Models
sm_75TuringRTX 20-series, GTX 16-series, T4
sm_80 / sm_86AmpereRTX 30-series, A100, A40
sm_89Ada LovelaceRTX 40-series, L40, L4
sm_90HopperH100, H200
sm_100 / sm_120BlackwellRTX 50-series, B100, B200

Project Roadmap

Lemonade's roadmap is defined by a set of working groups. Visit the landing page here to learn each group's goal and roadmap.

Integrate Embeddable Lemonade in You Application

Embeddable 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.

Check out the Embeddable Lemonade guide.

Connect Lemonade Server to Your Application

You can use any OpenAI-compatible client library by configuring it to use http://localhost:13305/v1 as the base URL. A table containing official and popular OpenAI clients on different languages is shown below.

Feel free to pick and choose your preferred language.

PythonC++JavaC#Node.jsGoRubyRustPHP
openai-pythonopenai-cppopenai-javaopenai-dotnetopenai-nodego-openairuby-openaiasync-openaiopenai-php

Python Client Example

from openai import OpenAI

# Initialize the client to use Lemonade Server
client = OpenAI(
    base_url="http://localhost:13305/api/v1",
    api_key="lemonade"  # required but unused
)

# Create a chat completion
completion = client.chat.completions.create(
    model="Gemma-4-E2B-it-GGUF",  # or any other available model
    messages=[
        {"role": "user", "content": "What is the capital of France?"}
    ]
)

# Print the response
print(completion.choices[0].message.content)

Click to learn more about the available APIs and how to embed Lemonade in your own application.

FAQ

To read our frequently asked questions, see our FAQ Guide

Contributing

Lemonade is built by the local AI community! If you would like to contribute to this project, please check out our contribution guide.

Maintainers

This 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, emailing [email protected], or joining our Discord.

Code Signing Policy

Free code signing provided by SignPath.io, certificate by SignPath Foundation.

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 (see their privacy policy).

License and Attribution

This project is:

// compatibility

Platformscli, api, web, mobile
Operating systems
AI compatibilityclaude
LicenseApache-2.0
Pricingopen-source
LanguageC++

// faq

What is 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://discord.gg/5xXzkMu8Zk. It is open-source on GitHub.

Is lemonade free to use?

lemonade is open-source under the Apache-2.0 license, so it is free to use.

What category does lemonade belong to?

lemonade is listed under mcp-servers in the Claudeers registry of Claude-compatible tools.

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