Valen 0.8B, 2B, and 4B — now with vision
We are releasing Valen in three sizes — 0.8B, 2B, and 4B — with support for text, images, and video.
Alongside the models, we are releasing VisualDecisionBench, a benchmark for decisions grounded in images and video.
A structured decision interface
Valen evaluates a shared state against task instructions and returns probabilities over supplied candidates. It supports Choice, Noul, and Score questions, giving software a structured interface to model decisions.
The repository includes model implementation, data processing, inference and evaluation commands, and SFT and experimental RLCD training support.
Models
| Size | Download |
|---|---|
| 0.8B | Valen-0.8B |
| 2B | Valen-2B |
| 4B | Valen-4B |
VisualDecisionBench
The full released evaluation set contains 1,696 shared states and 9,143 questions, split into 2,000 image questions and 7,143 video questions.
Explore the benchmark · Download the dataset
Start building
Run Valen locally or explore the source repository.
Source: Valen release notes.