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
| :root { | |
| --rgthree-bg-color: rgba(23, 23, 23, 0.9); | |
| --rgthree-on-bg-color: rgba(48, 48, 48, 0.9); | |
| } | |
| html, body { | |
| margin: 0; | |
| padding: 0; | |
| font-family: Arial, sans-serif; | |
| box-sizing: border-body; | |
| background: var(--rgthree-bg-color); | |
| } | |
| *, *::before, *::after { | |
| box-sizing: inherit; | |
| } | |
| [if-is=false] { | |
| display: none; | |
| } | |
| .models-list { | |
| list-style: none; | |
| margin: 0; | |
| padding: 0; | |
| } | |
| .model-item { | |
| display: block; | |
| margin: 8px; | |
| } | |
| rgthree-model-info-card { | |
| background: var(--rgthree-on-bg-color); | |
| margin: 16px; | |
| display: block; | |
| border-radius: 4px; | |
| } | |