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
| name: Publish to Comfy registry | |
| on: | |
| workflow_dispatch: | |
| push: | |
| branches: | |
| - main | |
| paths: | |
| - "pyproject.toml" | |
| permissions: | |
| issues: write | |
| jobs: | |
| publish-node: | |
| name: Publish Custom Node to registry | |
| runs-on: ubuntu-latest | |
| if: ${{ github.repository_owner == 'pythongosssss' }} | |
| steps: | |
| - name: Check out code | |
| uses: actions/checkout@v4 | |
| - name: Publish Custom Node | |
| uses: Comfy-Org/publish-node-action@v1 | |
| with: | |
| ## Add your own personal access token to your Github Repository secrets and reference it here. | |
| personal_access_token: ${{ secrets.REGISTRY_ACCESS_TOKEN }} | |