Image-to-Video
LTX-2
GGUF
comfyui
comfy
ltx-video
ltx-2.5
ltxv
text-to-video
audio-to-video
video-to-video
Instructions to use vdaular/LTX-2.5-Workflows with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- LTX-2
How to use vdaular/LTX-2.5-Workflows with LTX-2:
# Install the LTX-2 pipelines git clone https://github.com/Lightricks/LTX-2.git cd LTX-2 uv sync --extra natten
# Download weights from this repo # Substitute filenames from this repo's "Files and versions" if they differ hf download vdaular/LTX-2.5-Workflows \ diffusion_models/<distilled-transformer>.safetensors \ text_encoders/gemma4-12b-with-proj-ltx-2.5-bf16.safetensors \ vae/<video-vae>.safetensors \ vae/<audio-vae>.safetensors \ latent_upscale_models/<spatial-upsampler>.safetensors \ latent_upscale_models/<temporal-upsampler>.safetensors \ --local-dir models/LTX-2.5-Workflows # DFR requires the detailing IC-LoRA (separate repo; strength is fixed at 0.5) hf download Lightricks/LTX-2.5-22b-IC-LoRA-Pixel-Spatial-Upscaler --local-dir models/LTX-2.5-22b-IC-LoRA-Pixel-Spatial-Upscaler# Distilled LTX-2.5 pipeline (fast) uv run python -m ltx_pipelines.distilled \ --transformer-path models/LTX-2.5-Workflows/diffusion_models/<distilled-transformer>.safetensors \ --text-encoder-path models/LTX-2.5-Workflows/text_encoders/gemma4-12b-with-proj-ltx-2.5-bf16.safetensors \ --video-vae-path models/LTX-2.5-Workflows/vae/<video-vae>.safetensors \ --audio-vae-path models/LTX-2.5-Workflows/vae/<audio-vae>.safetensors \ --spatial-upsampler-path models/LTX-2.5-Workflows/latent_upscale_models/<spatial-upsampler>.safetensors \ --num-frames 121 \ --prompt "A beautiful sunset over the ocean" \ --output-path output.mp4 # For image-to-video, add: --image path/to/image.jpg 0 0.8# DFR pipeline (higher detail fidelity; optional temporal 2x/4x) uv run python -m ltx_pipelines.dfr_pipeline \ --transformer-path models/LTX-2.5-Workflows/diffusion_models/<distilled-transformer>.safetensors \ --text-encoder-path models/LTX-2.5-Workflows/text_encoders/gemma4-12b-with-proj-ltx-2.5-bf16.safetensors \ --video-vae-path models/LTX-2.5-Workflows/vae/<video-vae>.safetensors \ --audio-vae-path models/LTX-2.5-Workflows/vae/<audio-vae>.safetensors \ --spatial-upsampler-path models/LTX-2.5-Workflows/latent_upscale_models/<spatial-upsampler>.safetensors \ --temporal-upsampler-path models/LTX-2.5-Workflows/latent_upscale_models/<temporal-upsampler>.safetensors \ --detailing-lora models/LTX-2.5-22b-IC-LoRA-Pixel-Spatial-Upscaler/ltx-2.5-22b-ic-lora-pixel-spatial-upscaler-x2-1.0.safetensors \ --spatial-upscalings 1 \ --temporal-upscalings 1 \ --height 1088 \ --width 1920 \ --num-frames 121 \ --prompt "A beautiful sunset over the ocean" \ --output-path output.mp4 # For 4K: --spatial-upscalings 2 --width 3840 --height 2176 # For image-to-video, add: --image path/to/image.jpg 0 0.8 - Notebooks
- Google Colab
- Kaggle
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Download README.md from vdaular/LTX-2.5-Workflows: direct link, hf CLI and curl.
- Browser
- Download file 784 Bytes
-
https://huggingface.co/vdaular/LTX-2.5-Workflows/resolve/main/README.md
- Command line
-
hf download hf://vdaular/LTX-2.5-Workflows/README.md
-
curl -L -o README.md https://huggingface.co/vdaular/LTX-2.5-Workflows/resolve/main/README.md
784 Bytes
| tags: | |
| - ltx | |
| - comfyui | |
| - comfy | |
| - gguf | |
| - ltx-video | |
| - ltx-2.5 | |
| - ltxv | |
| - text-to-video | |
| - image-to-video | |
| - audio-to-video | |
| - video-to-video | |
| ----------------------- | |
| <h1>LTX-2.5</h1> | |
| **LTX-2.5:** | |
| All models can be downloaded here: https://huggingface.co/Lightricks/LTX-2.5 | |
| LTX-2-5 is already "split files" from the official source, and they work out of the box with most of the older workflows (just swap out the models). | |
| You can find the 2.3 workflows here: https://huggingface.co/RuneXX/LTX-2.3-Workflows (most all of them should work fine with LTX.2.5 models) | |
| LTX-2.5 also works with most LTX-2.3 loras and is quite backwards compatible. | |
| Dedicated LTX-2.5 workflows are coming asap ;-) (but feel free to use LTX-2.3 workflows with the LTX-2.5 models. Most all should work) | |