Instructions to use LiconStudio/LTX-2.5-Multiple-Subject-Reference with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use LiconStudio/LTX-2.5-Multiple-Subject-Reference with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("LiconStudio/LTX-2.5-Multiple-Subject-Reference", dtype=torch.bfloat16, device_map="cuda") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
Demo for this model on Spaces
Hi @LiconStudio π€
I'm Linoy from the open-source team at Hugging Face - congrats on LTX-2.5 Multiple Subject Reference!
We built with an agent an interactive demo app for it on Hugging Face Spaces, running on free ZeroGPU infrastructure: https://huggingface.co/spaces/hugging-apps/ltx25-multi-subject-reference
We would love to transfer this demo over to you or your organization - just let me know here which username or org to transfer to. We hope it can give your work more visibility, discoverability and let folks try it out.
In the future, feel free to already ship models with demos included. You can use this one as a blueprint to build by yourself or with the help of an agent - you can load the huggingface-spaces skill on Claude Code, Codex, Pi, etc.
Cheers,
Linoy
Hi @LiconStudio π€
I'm Linoy from the open-source team at Hugging Face - congrats on LTX-2.5 Multiple Subject Reference!
We built with an agent an interactive demo app for it on Hugging Face Spaces, running on free ZeroGPU infrastructure: https://huggingface.co/spaces/hugging-apps/ltx25-multi-subject-reference
We would love to transfer this demo over to you or your organization - just let me know here which username or org to transfer to. We hope it can give your work more visibility, discoverability and let folks try it out.
In the future, feel free to already ship models with demos included. You can use this one as a blueprint to build by yourself or with the help of an agent - you can load the huggingface-spaces skill on Claude Code, Codex, Pi, etc.
Cheers,
Linoy
Hi Linoy, thanks so much for building this demo! Please transfer it to LiconStudio. I really appreciate your support and help in making the model more accessible!