---
license: apache-2.0
pipeline_tag: video-to-video
library_name: diffusers
tags:
- art
base_model:
- ByteDance-Seed/SeedVR2-7B
- ByteDance-Seed/SeedVR2-3B
---
# SeedVR2 Additional Upscale Models
This repository contains additional upscale models for SeedVR2 video upscaling, complementing the main [numz/SeedVR2_comfyUI](https://huggingface.co/numz/SeedVR2_comfyUI) repository.

## 📋 About SeedVR2
SeedVR2 is a high-quality video upscaling model that uses diffusion techniques to enhance video resolution while maintaining temporal consistency. This implementation is optimized for ComfyUI and supports both standalone and multi-GPU operation.

[![SeedVR2 Deep Dive Tutorial](https://img.youtube.com/vi/MBtWYXq_r60/maxresdefault.jpg)](https://youtu.be/MBtWYXq_r60)

[![SeedVR2 Deep Dive Tutorial](https://img.youtube.com/vi/I0sl45GMqNg/maxresdefault.jpg)](https://youtu.be/I0sl45GMqNg)

## 🎯 GGUF Models
The GGUF format models in this repository are sourced from [cmeka/SeedVR2-GGUF](https://huggingface.co/cmeka/SeedVR2-GGUF), where additional GGUF versions and quantizations are available. We acknowledge and appreciate cmeka's work in converting these models to GGUF format.

## 📄 License
The code and model weights are released under the Apache 2.0 License.

## 🙏 Credits
- **Original SeedVR2**: [ByteDance-Seed/SeedVR](https://github.com/ByteDance-Seed/SeedVR) by ByteDance Seed
- **ComfyUI original integration**: [numz/ComfyUI-SeedVR2_VideoUpscaler](https://github.com/numz/ComfyUI-SeedVR2_VideoUpscaler) by [numz](https://github.com/numz)
- **Further integration**: Additional code by [Adrien Toupet](https://github.com/adrientoupet) from [AInVFX](https://www.youtube.com/@AInVFX)
- **Official HuggingFace Models**: [numz/SeedVR2_comfyUI](https://huggingface.co/numz/SeedVR2_comfyUI)
- **GGUF conversions**: [cmeka/SeedVR2-GGUF](https://huggingface.co/cmeka/SeedVR2-GGUF) by [cmeka](https://huggingface.co/cmeka)
- **Tutorial**: [SeedVR2 Deep Dive](https://youtu.be/I0sl45GMqNg) by AInVFX

## 🛠️ Usage Guidelines
When using these additional models:
1. Compare output quality against official models
2. Monitor VRAM usage and performance
3. Test various input resolutions and batch sizes
4. Report issues on the [main repository](https://github.com/numz/ComfyUI-SeedVR2_VideoUpscaler/issues)
   
## 📞 Support
For questions and support:
- Use the [main repository issues](https://github.com/numz/ComfyUI-SeedVR2_VideoUpscaler/issues)
- Check the [comprehensive tutorial](https://youtu.be/I0sl45GMqNg) by AInVFX