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
- Copy the LoRA weights into
models/loras.
- Use the official IC-LoRA workflow from the LTX-2 ComfyUI repository.
Acknowledgments
- Base model by Lightricks
- Training infrastructure: LTX-2 Community Trainer
