AI Agent / Computer Automation Model
4.9k 2026-04-17

microsoft/fara

An ultra-compact 7B parameter AI agent designed by Microsoft to automate multi-step computer tasks through visual perception and direct interface interaction.

Core Features

Visually operates on web interfaces (mouse, keyboard actions).
Enables efficient on-device deployment due to its compact 7B parameter size.
Completes tasks efficiently, requiring fewer steps than comparable models.
Automates diverse web tasks including shopping, form filling, and bookings.

Quick Start

pip install -e .

Detailed Introduction

Fara-7B is Microsoft's groundbreaking 7-billion-parameter agentic small language model, specifically engineered for comprehensive computer use. Diverging from traditional text-based models, Fara-7B directly interacts with digital interfaces by visually perceiving content and executing actions like scrolling, typing, and clicking. Its compact architecture supports on-device deployment, ensuring enhanced privacy and reduced latency. Trained using an innovative synthetic data pipeline, Fara-7B excels at automating complex, multi-step web tasks with remarkable efficiency, setting a new standard for performance within its category.

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