# fuyu-8B Projects at AI Tinkerers

> Canonical HTML: https://aitinkerers.org/technologies/fuyu-8b
> Markdown URL: https://aitinkerers.org/technologies/fuyu-8b.md
> Technology record last updated: 2026-02-25T10:15:55Z
> Generated: 2026-09-21T15:52:20Z

Fuyu-8B is an 8-billion parameter, multimodal transformer (text and image) from Adept AI, purpose-built for high-speed, fine-grained visual reasoning in digital agents.

This is Fuyu-8B: an 8B-parameter, open-source, multimodal model from Adept. It is a decoder-only transformer, uniquely engineered for digital agent workflows, not just general vision tasks. The architecture is simplified, eliminating a dedicated image encoder, which allows it to natively support arbitrary image resolutions. This design is key to its performance on agent-specific tasks: it excels at UI-based reasoning, fine-grained localization (bbox_to_text/text_to_bbox), and visual question-answering. Crucially, Fuyu-8B is fast, delivering responses for large images in under 100 milliseconds, a critical metric for real-time agent deployment.

- Official technology site: https://www.adept.ai/blog/fuyu-8b
- Public AI Tinkerers demos and talks: 1
- Result page: 1 of 1

## Recent Public Talks and Demos

### [—headful](https://berlin.aitinkerers.org/talks/rsvp_NAh4Rk2Wi1Y)

—headful („dash dash headful“) Pair a web browser with a multimodal model, i.e. give it eyes and make it „—headful“, the opposite of „chrome —headless“. This will be a browser that detects website UI elements and navigates them.

- Event context: AI Tinkerers Berlin - November 24 — 2023-11-24 — Berlin
- Public talk page: https://berlin.aitinkerers.org/talks/rsvp_NAh4Rk2Wi1Y

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