README.md

---
license: other
license_name: ltx-2-community-license
license_link: https://www.github.com/Lightricks/LTX-2/LICENSE

tags:
- ltx-video
- image-to-video
- text-to-video
pinned: true
language:
- en
pipeline_tag: text-to-video
base_model:
- Lightricks/LTX-2
---

# LTX-2 19B IC-LoRA Depth Control

This is a Depth control IC-LoRA trained on top of **LTX-2-19b**, enabling geometry-aware and structure-preserving video generation from text and reference frames.

## What is In-Context LoRA (IC LoRA)?

IC LoRA enables conditioning video generation on reference video frames at inference time, allowing fine-grained video-to-video control on top of a text-to-video base model.  
It also enables image-to-video generation and audio-visual output when supported by the pipeline.

## Model Files

`ltx-2-19b-ic-lora-depth-control.safetensors`

## License

See the **LTX-2-community-license** for full terms.

## Model Details

- **Base Model:** LTX-2-19b Video
- **Training Type:** IC LoRA
- **Control Type:** Depth conditioning

### 🔌 Using in ComfyUI
1. Copy the LoRA weights into `models/loras`.
2. Use the official IC-LoRA workflow from the LTX-2 ComfyUI repository.

## Acknowledgments

- Base model by **Lightricks**
- Training infrastructure: **LTX-2 Community Trainer**