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LTX-2-19b-IC-LoRA-Depth-Control
Lightricks/LTX-2-19b-IC-LoRA-Depth-Control
LTX-2-19b-IC-LoRA-Depth-Control is a text-to-video model from Lightricks. Use it when you need video from a text prompt. The card lists the license as other.
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.
Access
Public
Updated Jan 5, 2026
Repo size
654 MB
Likes
25
Public
Repo makeup
Click a slice to open those files.
.safetensors654 MB · 100%
At a glance
- Task
- Text-to-Video
- License
- other
- Access
- Public
- Created
- Jan 5, 2026
- Updated
- Jan 5, 2026
- SHA
- a0cbd621
Base models
Model card
From the Hugging Face model README
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
- Task
- Text-to-Video
- License
- other
- Languages
- en
- Created
- Jan 5, 2026
- Updated
- Jan 5, 2026