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Lightricks
/
LTX-2.3-22b-IC-LoRA-Ingredients

Video-to-Video
Diffusion Single File
LTX-2
English
ltx-video
ic-lora
ltx-2.3
reference-sheet
character-consistency
Model card Files Files and versions
xet
Community
14

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
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doesnt work with ltx 2.5

6
#14 opened 3 months ago by
rththr

Ingredients Model Card Information

#13 opened 3 months ago by
benc122

LTX team, can you train a 3D stereo video making lora for VR/XR?

🔥 1
1
#9 opened 4 months ago by
MavenDE

Regarding the creation of reference‑table images, are there any official tools, nodes, or better methods available?

👍 6
1
#7 opened 4 months ago by
RedHn

Crashes with Add Guide (multiple references) workflow.

2
#4 opened 4 months ago by
LLLLMAfficionado

Multiple character references all become invalid.

7
#3 opened 4 months ago by
kylezhan

Multi Reference Workflow?

5
#2 opened 4 months ago by
davoodkharmanzar

Human Interaction LoRA Support for Multi-Person Motion and Social Behaviors

2
#1 opened 4 months ago by
Arun63
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