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
| .easy-dropdown, .easy-nested-dropdown { | |
| position: relative; | |
| box-sizing: border-box; | |
| background-color: #171717; | |
| box-shadow: 0 4px 4px rgba(255, 255, 255, .25); | |
| padding: 0; | |
| margin: 0; | |
| list-style: none; | |
| z-index: 1000; | |
| overflow: visible; | |
| max-height: fit-content; | |
| max-width: fit-content; | |
| } | |
| .easy-dropdown { | |
| position: absolute; | |
| border-radius: 0; | |
| } | |
| /* Style for final items */ | |
| .easy-dropdown li.item, .easy-nested-dropdown li.item { | |
| font-weight: normal; | |
| min-width: max-content; | |
| } | |
| /* Style for folders (parent items) */ | |
| .easy-dropdown li.folder, .easy-nested-dropdown li.folder { | |
| cursor: default; | |
| position: relative; | |
| border-right: 3px solid cyan; | |
| } | |
| .easy-dropdown li.folder::after, .easy-nested-dropdown li.folder::after { | |
| content: ">"; | |
| position: absolute; | |
| right: 2px; | |
| font-weight: normal; | |
| } | |
| .easy-dropdown li, .easy-nested-dropdown li { | |
| padding: 4px 10px; | |
| cursor: pointer; | |
| font-family: system-ui; | |
| font-size: 0.7rem; | |
| position: relative; | |
| } | |
| /* Style for nested dropdowns */ | |
| .easy-nested-dropdown { | |
| position: absolute; | |
| top: 0; | |
| left: 100%; | |
| margin: 0; | |
| border: none; | |
| display: none; | |
| } | |
| .easy-dropdown li.selected > .easy-nested-dropdown, | |
| .easy-nested-dropdown li.selected > .easy-nested-dropdown { | |
| display: block; | |
| border: none; | |
| } | |
| .easy-dropdown li.selected, | |
| .easy-nested-dropdown li.selected { | |
| background-color: #e5e5e5; | |
| border: none; | |
| } |