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WebLLM is a modular, customizable javascript package that directly brings language model chats directly onto web browsers with hardware acceleration. Everything runs inside the browser with no server support and is accelerated with WebGPU. We can bring a lot of fun opportunities to build AI assistants for everyone and enable privacy while enjoying GPU acceleration. WebLLM offers a minimalist and modular interface to access the chatbot in the browser. The WebLLM package itself does not come with UI, and is designed in a modular way to hook to any of the UI components. The following code snippet demonstrates a simple example that generates a streaming response on a webpage.
Features
- WebLLM comes with API support for WebWorker so you can hook the generation process into a separate worker thread so that the compute in the webworker won't disrupt the UI
- You can find a complete a complete chat app example in examples/simple-chat
- WebLLM works as a companion project of MLC LLM
- It reuses the model artifact and builds flow of MLC LLM
- Build WebLLM Package From Source
- WebLLM package is a web runtime designed for MLC LLM
Project Samples
Categories
Large Language Models (LLM)License
Apache License V2.0Follow WebLLM
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