Instructions to use Lightricks/LTX-2.3-22b-IC-LoRA-Ingredients with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusion Single File
How to use Lightricks/LTX-2.3-22b-IC-LoRA-Ingredients with Diffusion Single File:
# No code snippets available yet for this library. # To use this model, check the repository files and the library's documentation. # Want to help? PRs adding snippets are welcome at: # https://github.com/huggingface/huggingface.js
- LTX-2
How to use Lightricks/LTX-2.3-22b-IC-LoRA-Ingredients with LTX-2:
# Install the LTX-2 pipelines git clone https://github.com/Lightricks/LTX-2.git cd LTX-2 uv sync --frozen
# Download the weights from this repo, plus the Gemma text encoder hf download Lightricks/LTX-2.3-22b-IC-LoRA-Ingredients --local-dir models/LTX-2.3-22b-IC-LoRA-Ingredients hf download google/gemma-3-12b-it-qat-q4_0-unquantized --local-dir models/gemma-3-12b
# Video-to-video with the IC-LoRA (runs on the distilled base model) uv run python -m ltx_pipelines.ic_lora \ --distilled-checkpoint-path path/to/distilled_checkpoint.safetensors \ --spatial-upsampler-path path/to/spatial_upsampler.safetensors \ --gemma-root models/gemma-3-12b \ --lora models/LTX-2.3-22b-IC-LoRA-Ingredients/<weights>.safetensors 1.0 \ --video-conditioning reference.mp4 1.0 \ --prompt "your prompt here" \ --output-path output.mp4 - Notebooks
- Google Colab
- Kaggle
Multi Reference Workflow?
would be great if someone provide an workflow to combine multi input images as an one sheet ...
You can use 'Stitch Images' node to put several images together, used along with a resize node and a background removal node if needed.
would be great if someone provide an workflow to combine multi input images as an one sheet ...
by design it only takes a single image with all of the reference images combined within it into a grid/cell format as they describe. That said, I still can't get it to work.
I'm still learning how to get this working, too.
I did find these custom nodes, which look promising: https://github.com/gregowahoo/comfyui-ingredients-sheet-builder
I wonder why the examples don't have embedded workflows?
