---
title: README
emoji: 📉
colorFrom: yellow
colorTo: blue
sdk: static
pinned: false
---

# Valen

**Open multimodal decision models for text, images, and video.**

Valen turns inputs and questions into structured decision probabilities. Use it to classify, score, or choose from a set of options—and decide in your application when to automate or ask for review.

## Explore

🤗 **Models (Valen-Decision-1.5):** [Valen-Decision-1.5-27B](https://huggingface.co/Valen-Team/Valen-Decision-1.5-27B) · [Valen-Decision-1.5-9B](https://huggingface.co/Valen-Team/Valen-Decision-1.5-9B) · [Valen-Decision-1.5-4B](https://huggingface.co/Valen-Team/Valen-Decision-1.5-4B) · [Valen-Decision-1.5-2B](https://huggingface.co/Valen-Team/Valen-Decision-1.5-2B) · [Valen-Decision-1.5-0.8B](https://huggingface.co/Valen-Team/Valen-Decision-1.5-0.8B)

🤗 **Models (Valen-Decision-1.0):** [Valen-0.8B](https://huggingface.co/Valen-Team/Valen-0.8B) · [Valen-2B](https://huggingface.co/Valen-Team/Valen-2B) · [Valen-4B](https://huggingface.co/Valen-Team/Valen-4B)

🚀 **Try it:** [Free API Playground](https://huggingface.co/spaces/Valen-Team/Valen-API)

📊 **Evaluate:** [JevalKit Leaderboard](https://huggingface.co/spaces/Valen-Team/JevalKit-Leaderboard) · [VisualDecisionBench](https://huggingface.co/datasets/Valen-Team/VisualDecisionBench)

🛠️ **Build:** [GitHub](https://github.com/Valen-Team/Valen) · [Documentation](https://valen-team.github.io/docs/) · [Website](https://valen-team.github.io/)

*Open weights, training code, and evaluation tools for building with decision models.*