Image-to-Video
LTX-2
GGUF
comfyui
comfy
ltx-video
ltx-2.5
ltxv
text-to-video
audio-to-video
video-to-video
# Download weights from this repo
# Substitute filenames from this repo's "Files and versions" if they differ
hf download RuneXX/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 0.8LTX-2.5
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)
- Downloads last month
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# Install the LTX-2 pipelines git clone https://github.com/Lightricks/LTX-2.git cd LTX-2 uv sync --extra natten