WebLLM
Shares tags: deploy, self-hosted, browser/webassembly
AI Tool
Unlock the Power of Language in Your Browser
Run Large Language Models Instantly with WebLLM
Experience unmatched privacy and speed with fully in-browser LLM execution.Seamlessly integrate with OpenAI API features, including structured generation and function calling.Easily deploy state-of-the-art models and customize your own with minimal effort.
Tags
DeploySelf-hostedBrowser/WebAssembly
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overview
What is WebLLM?
WebLLM is a cutting-edge MLC project designed to run quantized large language models directly in your browser. With WebGPU and WebAssembly, you can harness the power of LLMs without compromising on privacy or requiring server dependencies.
features
Key Features
WebLLM stands out with its versatile features that cater to developers' needs in building modern applications. From interactive web agents to chatbots, WebLLM provides essential tools and support.
- OpenAI API compatibility with advanced features like streaming and logit-level control.
- Support for a wide array of models, including Llama 3 and Phi 3, plus easy integration of custom models.
- Built-in compatibility with Web Workers and Chrome Extensions for enhanced flexibility.
use_cases
Real-World Applications
Whether you’re developing chatbots, local document Q&A tools, or innovative web agents, WebLLM helps you create privacy-focused applications that engage users effectively.
- Create interactive chatbots that learn from user interactions.
- Build Q&A systems over local documents for quick access to information.
- Develop web agents capable of performing a variety of tasks in-browser.
insights
Future-Proof Your Development
WebLLM is continuously evolving to include broader multimodal capabilities. Upcoming features promise enhanced functionalities, including embedding models and vision-enabled LLMs for a richer user experience.
Frequently Asked Questions
How does WebLLM ensure privacy?
WebLLM runs entirely in the browser, eliminating the need for server access and safeguarding your data from external threats.
What models does WebLLM support?
WebLLM supports many state-of-the-art open-source models such as Llama 3, Phi 3, and Mistral and allows for the integration of custom models in MLC format.
Is WebLLM suitable for non-developers?
While WebLLM is optimized for developers, it offers simple integration options and an intuitive interface that can benefit users with minimal technical expertise.