| Property | Value |
|---|---|
| Base Model | Wan2.1 14B I2V 480p |
| Training Data | 1.5 minutes of hydraulic press crushing footage |
| Model Format | LoRA Safetensors |
| Repository | Hugging Face - Remade-AI/Crush |
What is Crush?
Crush is a specialized LoRA model trained on the Wan2.1 14B I2V 480p base model that enables the generation of realistic crushing animations from static images. The model excels at simulating hydraulic press interactions with various objects, creating fluid and physically plausible deformation sequences.
Implementation Details
The model was trained over 20 epochs using Diffusion Pipe for Training, utilizing 1.5 minutes of video comprised of 20 distinct crushing clips. Each clip was individually captioned to ensure precise learning of the crushing mechanics. The model implements specific technical parameters including a recommended LoRA strength of 1.0, embedded guidance scale of 6.0, and flow shift of 5.0.
- Specialized trigger phrase "c5us4 crushes it" for consistent results
- ComfyUI integration through modified Kijai's Wan Video Wrapper workflow
- 480p resolution output capability
Core Capabilities
- Transforms static images into crushing animation sequences
- Handles diverse object types including vehicles, animals, and household items
- Generates physically coherent deformation animations
- Maintains consistent visual quality across different subject matters
Frequently Asked Questions
Q: What makes this model unique?
This model is specifically designed to generate realistic crushing animations, which is a highly specialized use case in the image-to-video domain. Its careful training on hydraulic press footage enables it to produce convincing deformation sequences across various object types.
Q: What are the recommended use cases?
The model is ideal for creating educational content about material physics, entertainment content featuring crushing scenarios, and technical demonstrations of compression effects. It's particularly useful when you need to visualize how different objects react under pressure.