

Ruyi
Overview :
Ruyi is a video generation model released by TuSimple, designed to run on consumer-grade graphics cards, providing detailed deployment instructions and ComfyUI workflows for quick user onboarding. With its exceptional performance in inter-frame consistency, motion fluidity, and harmonious natural color presentation, Ruyi opens up new possibilities for visual storytelling. The model has undergone deep learning specifically for anime and game scenes, making it an ideal creative partner for ACG enthusiasts.
Target Users :
The target audience includes AIGC enthusiasts and community members, particularly developers of anime and game content. Ruyi can reduce the development cycle and costs for anime and game content, offering quick-start solutions suitable for creative professionals needing to rapidly generate video content.
Use Cases
1. Use Ruyi to generate dynamic videos of anime characters for social media promotion.
2. Create trailers for in-game characters using Ruyi to enhance game attractiveness.
3. Generate dynamic charts in educational videos with Ruyi to make teaching content more engaging.
Features
- Multi-resolution and duration generation: Supports a minimum resolution of 384x384 to a maximum of 1024x1024, generating videos of up to 120 frames/5 seconds.
- First frame and start/end frame control: Generates videos based on up to 5 starting and 5 ending frames.
- Motion amplitude control: Offers four levels of motion amplitude control, allowing users to manage the extent of changes in the overall scene.
- Camera controls: Provides five types of camera control options: up, down, left, right, and stationary.
- Model architecture: Based on the DiT architecture, comprising Casual VAE modules and Diffusion Transformer, with approximately 7.1 billion parameters.
- Training data and method: The training process consists of four phases using approximately 200 million video clips.
- Input format and generation length/mode: Requires the user to provide an image as input, with options to select output duration and resolution.
How to Use
1. Visit Ruyi's Hugging Face page and download the Ruyi-Mini-7B version.
2. Read and understand the provided deployment instructions and ComfyUI workflow.
3. Prepare an image as input and determine the desired output duration, resolution, and other parameters.
4. Set up the first frame, start and end frames, as well as motion amplitude and camera controls according to Ruyi's user guide.
5. Run the Ruyi model to generate video content.
6. Review the generated video content and make adjustments and optimizations as needed.
7. Use the generated video in the desired contexts, such as social media or game trailers.
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