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+# LTX-2 Trainer
+
+This package provides tools and scripts for training and fine-tuning
+Lightricks' **LTX-2** audio-video generation model. It enables LoRA training, full
+fine-tuning, and training of video-to-video transformations (IC-LoRA) on custom datasets.
+
+---
+
+## 📖 Documentation
+
+All detailed guides and technical documentation are in the [docs](./docs/) directory:
+
+- [⚡ Quick Start Guide](docs/quick-start.md)
+- [🎬 Dataset Preparation](docs/dataset-preparation.md)
+- [🛠️ Training Modes](docs/training-modes.md)
+- [⚙️ Configuration Reference](docs/configuration-reference.md)
+- [🚀 Training Guide](docs/training-guide.md)
+- [🧪 Inference Guide](../ltx-pipelines/README.md)
+- [🔧 Utility Scripts](docs/utility-scripts.md)
+- [📚 LTX-Core Documentation](../ltx-core/README.md)
+- [🛡️ Troubleshooting Guide](docs/troubleshooting.md)
+
+---
+
+## 🔧 Requirements
+
+- **LTX-2 Model Checkpoint** - Local `.safetensors` file
+- **Gemma Text Encoder** - Local Gemma model directory (required for LTX-2)
+- **Linux with CUDA** - CUDA 13+ recommended for optimal performance
+- **Nvidia GPU with 80GB+ VRAM** - Is highly recommended; lower VRAM may work with gradient checkpointing and lower
+  resolutions
+
+---
+
+## 🤝 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?
+
+Join our [community Discord server](https://discord.gg/ltxplatform) to connect with other users and the development
+team!
+
+- Get troubleshooting help
+- Share your training results and workflows
+- Collaborate on new ideas and features
+- Stay up to date with announcements and updates
+
+We look forward to seeing you there!
+
+---
+
+Happy training! 🎉