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
Runs of Lightricks LTX-2-19b-IC-LoRA-Depth-Control on huggingface.co
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