# LynnReal-AI/BiWM

<https://repo.masters-masters.com/en/repos/LynnReal-AI/BiWM>

[Home](https://repo.masters-masters.com/en) › [LynnReal-AI](https://repo.masters-masters.com/en/owners/LynnReal-AI) › [BiWM](https://repo.masters-masters.com/en/repos/LynnReal-AI/BiWM)

LynnReal-AI/BiWM has 177 stars on GitHub. Its RepoMasters card: Prototype tier. The first open-source minimalist training framework for bidirectional…

| Field | Value |
| --- | --- |
| Owner | [LynnReal-AI](https://repo.masters-masters.com/en/owners/LynnReal-AI) |
| Stars | 177 |
| Forks | 23 |
| Language | [Python](https://repo.masters-masters.com/en/languages/python) |
| License | Apache-2.0 |
| Created | 2026 |
| Topics | camera-control, long-video-generation, video-generation, world-models |
| Tier | [Prototype (100 to 249 ★)](https://repo.masters-masters.com/en/ranks/rush) |
| View on GitHub | [LynnReal-AI/BiWM](https://github.com/LynnReal-AI/BiWM) |

## Repository

The first open-source minimalist training framework for bidirectional autoregressive video world models.

The tier for repos with 100 to 249 ★. Published odds per card pulled: 70%. Rarity: Common.

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