- API Type
- REST API through LTX-2 API for cloud-based generation and inference
- Local Deployment
- Open-source Python inference available via GitHub for self-hosted deployment on consumer GPUs
- SDKs
- Python official trainer and inference library available; integration with ComfyUI for UI-based workflows
- Integration Ecosystem
- Compatible with ComfyUI, Blender (3D scene to video generation pipeline), NVIDIA RTX acceleration stack, and PyTorch
- NVIDIA Optimization
- Native NVFP8 and NVFP4 precision support through PyTorch-CUDA optimizations; up to 3x performance improvement and 60% VRAM reduction
- Input/Output Format
- Accepts text prompts, images, audio files, depth maps, and reference videos; outputs high-quality video and stereo audio
- Video Super Resolution
- RTX Video Super Resolution integration in ComfyUI accelerates 4K video generation post-processing
- Documentation
- Official documentation available on GitHub (Lightricks/LTX-2), blog at ltx.studio, and academic paper on arXiv detailing architecture and implementation
- Workflow Templates
- 6 pre-made workflows included with open-source release; 11 LoRAs available for fine-tuning and stylistic control
- Use Cases
- Text-to-video generation, image-to-video extension, audio-visual synchronization, branded content creation, film production, social media content, VFX integration