Geek Out Time: AI in the Browser- Run WebLLM for Powerful, Local LLM Experiences

WebLLM brings Large Language Models (LLMs) directly into your browser , leveraging WebGPU for on-device GPU computation. In this updated guide, we’ll cover everything from local installation to CDN integration , allowing to run WebLLM on a local mac or directly via online platforms like CodePen or JSFiddle .

1. What is WebLLM?

WebLLM is an open-source project from MLC-AI that enables in-browser execution of large language models (LLMs) . It uses WebGPU to harness the power of your GPU, allowing models like LLaMA , Gemma , or Mistral to run efficiently in the browser. Open the page ( https://webgpureport.org/ ) on the browser to see whether WebGPU is supported.

2. Option 1: Local Setup for WebLLM

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