Instructions to use hgjc/ltx-ugc-bundle with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- LTX.io
How to use hgjc/ltx-ugc-bundle with LTX.io:
# 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 hgjc/ltx-ugc-bundle --local-dir models/ltx-ugc-bundle hf download google/gemma-3-12b-it-qat-q4_0-unquantized --local-dir models/gemma-3-12b
# Fast pipeline (distilled model, no distilled LoRA needed) uv run python -m ltx_pipelines.distilled \ --distilled-checkpoint-path models/ltx-ugc-bundle/<distilled-checkpoint>.safetensors \ --spatial-upsampler-path models/ltx-ugc-bundle/<spatial-upsampler>.safetensors \ --gemma-root models/gemma-3-12b \ --prompt "A beautiful sunset over the ocean" \ --output-path output.mp4 # For image-to-video, add: --image path/to/image.jpg 0 0.8# HQ pipeline (two-stage, higher quality) uv run python -m ltx_pipelines.ti2vid_two_stages_hq \ --checkpoint-path models/ltx-ugc-bundle/<checkpoint>.safetensors \ --distilled-lora models/ltx-ugc-bundle/<distilled-lora>.safetensors 0.8 \ --spatial-upsampler-path models/ltx-ugc-bundle/<spatial-upsampler>.safetensors \ --gemma-root models/gemma-3-12b \ --prompt "A beautiful sunset over the ocean" \ --output-path output.mp4 # For image-to-video, add: --image path/to/image.jpg 0 0.8 - Notebooks
- Google Colab
- Kaggle
Douravita UGC — LTX 2.3 I2V model bundle
Consolidated set of the 10 models needed to run the LTX 2.3 All-In-One workflow (mode 03 Image-to-Video with native audio). Re-packaged from upstream Hugging Face repos for a single-shot ~42 GB download during Docker builds.
Layout
diffusion_models/ltx-2.3-22b-dev_transformer_only_fp8_scaled.safetensors (Kijai/LTX2.3_comfy)
vae/LTX23_video_vae_bf16.safetensors (Kijai/LTX2.3_comfy)
vae/LTX23_audio_vae_bf16.safetensors (Kijai/LTX2.3_comfy)
vae/taeltx2_3.safetensors (Kijai/LTX2.3_comfy)
text_encoders/gemma_3_12B_it_fp4_mixed.safetensors (Comfy-Org/ltx-2)
text_encoders/ltx-2.3_text_projection_bf16.safetensors (Kijai/LTX2.3_comfy)
latent_upscale_models/ltx-2.3-spatial-upscaler-x2-1.1.safetensors (Lightricks/LTX-2.3)
loras/ltx-2.3-22b-distilled-lora-dynamic_fro09_avg_rank_105_bf16.safetensors (Kijai/LTX2.3_comfy)
loras/ltx-2.3-22b-ic-lora-union-control-ref0.5.safetensors (Lightricks/...)
loras/ltx-2-19b-ic-lora-detailer.safetensors (Lightricks/...)
Usage
hf download DouraVITA/ltx-ugc-bundle --local-dir ./models
All file paths are preserved — drop into ComfyUI/models/ directly.
Licenses
Each model carries its original upstream license. See source repos linked above.
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