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This repository provides tools and scripts for training and fine-tuning Lightricks' LTX-Video (LTXV) model. It enables LoRA training, full fine-tuning, and video-to-video transformation workflows on custom datasets.
Examples of LoRA effects and IC-LoRA control models
📖 Documentation
All detailed guides and technical documentation have been moved to the docs/ directory:
08.07.2025: Added support for training IC-LoRAs (In-Context LoRAs) for advanced video-to-video transformations. See the training modes doc for more details.
Pretrained control models: Depth, Pose, Canny.
06.05.2025: Added support for LTXV 13B.
An example training configuration can be found here.
🍰 Example Models
Standard LoRAs
Cakeify LoRA: Transforms videos to make objects appear as if they're made of cake. (Dataset)
These examples demonstrate how you can train specialized video effects and control adapters using this trainer. Use these datasets as references for preparing your own training data.
🤝 Contributing
We welcome contributions from the community! Here's how you can help:
Share Your Work: If you've trained interesting LoRAs or achieved cool results, please share them with the community.
Report Issues: Found a bug or have a suggestion? Open an issue on GitHub.
Submit PRs: Help improve the codebase with bug fixes or general improvements.
Feature Requests: Have ideas for new features? Let us know through GitHub issues.
💬 Join the Community
Have questions, want to share your results, or need real-time help?
