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LTX-2-19b-IC-LoRA-Canny-Control

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LTX-2 19B IC-LoRA Canny Control

This is a Canny control IC-LoRA trained on top of LTX-2-19b, enabling 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 allows also the usage of an intial image for image-to-video, and generate audio-visual output.

Model Files

ltx-2-19b-ic-lora-canny-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: Canny edge 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.

Dataset

https://huggingface.co/datasets/Lightricks/Canny-Control-Dataset/

Acknowledgments

  • Base model by Lightricks
  • Training infrastructure: LTX-2 Community Trainer
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Collection including Lightricks/LTX-2-19b-IC-LoRA-Canny-Control