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326•09/15/2026, 18:34•2 min read

Full-fledged AI coding agent launched in browser using 2B parameter model

Executive TL;DR30s read

Developers have released Pi, a coding agent that runs entirely in the browser via WebGPU, powered by the MiniCPM5-2B model.

A full-fledged AI agent for programming has been launched in the browser based on a model with only 2 billion parameters.

Pi runs completely inside the browser using WebGPU technology. The tool is built on the MiniCPM5-2B model, Transformers.js library, and 4-bit ONNX weights.

Previous attempts to create such an agent failed due to insufficient model power, but MiniCPM5 proved to be efficient enough to make the tool suitable for real-world tasks.

The model loads once and takes up about 1.84 GB of memory. After that, the agent can work with your files directly in the browser without requiring a powerful server or local installation.

You can try the tool now on Hugging Face.

Why it matters

Analysis

This highlights the potential of Small Language Models (SLMs) to deliver high-quality coding assistance directly in the browser, reducing infrastructure costs and latency.

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