# Osilly/Vision-R1

<https://repo.masters-masters.com/en/repos/Osilly/Vision-R1>

[Home](https://repo.masters-masters.com/en) › [Osilly](https://repo.masters-masters.com/en/owners/Osilly) › [Vision-R1](https://repo.masters-masters.com/en/repos/Osilly/Vision-R1)

Osilly/Vision-R1 has 1,555 stars on GitHub. Its RepoMasters card: Beta tier. \[ICLR2026\] This is the first paper to explore how to effectively use R1-like RL…

| Field | Value |
| --- | --- |
| Owner | [Osilly](https://repo.masters-masters.com/en/owners/Osilly) |
| Stars | 1,555 |
| Forks | 27 |
| Language | [Python](https://repo.masters-masters.com/en/languages/python) |
| License | None |
| Created | 2025 |
| Tier | [Beta (700 to 1,999 ★)](https://repo.masters-masters.com/en/ranks/box_office) |
| View on GitHub | [Osilly/Vision-R1](https://github.com/Osilly/Vision-R1) |

## Repository

\[ICLR2026\] This is the first paper to explore how to effectively use R1-like RL for MLLMs and introduce Vision-R1, a reasoning MLLM that leverages cold-start initialization and RL training to incentivize reasoning capability.

The tier for repos with 700 to 1,999 ★. Published odds per card pulled: 6%. Rarity: Rare.

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Data: GitHub · Illustration drawn by RepoMasters from the repo’s ID and its language color.