README.md

metadata

title: LoomVideo
emoji: 🎬
colorFrom: green
colorTo: pink
sdk: gradio
sdk_version: 6.19.0
app_file: app.py
short_description: Unified multimodal video generation and editing (5B)
python_version: '3.12'
startup_duration_timeout: 1h

LoomVideo: Unifying Multimodal Inputs into Video Generation and Editing

LoomVideo is a compact 5B-parameter unified architecture for both video generation and editing, built on MLLM + DiT. It supports four tasks within a single model:

• Text-to-Video (t2v): Generate a video from a text prompt
• Instruction Editing (edit): Edit a video following text instructions
• Instruction-Image Editing (ref_edit): Edit a video with a reference image
• Multi-Image-to-Video (mi2v): Compose multiple reference images into a video

Paper

LoomVideo: Unifying Multimodal Inputs into Video Generation and Editing

Model

MSALab/LoomVideo