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
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| margin: 10px 0; | |
| padding: 0; | |
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| .pysssss-model-tag { | |
| background-color: rgb(128, 213, 247); | |
| color: #000; | |
| display: flex; | |
| align-items: center; | |
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| padding: 2px 5px; | |
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| text-align: center; | |
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| padding: 2px; | |
| position: relative; | |
| min-width: 20px; | |
| overflow: hidden; | |
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| .pysssss-model-metadata .comfy-modal-content { | |
| max-width: 100%; | |
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| .pysssss-model-metadata label { | |
| margin-right: 1ch; | |
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| .pysssss-model-metadata span { | |
| color: dodgerblue; | |
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| .pysssss-preview { | |
| max-width: 50%; | |
| margin-left: 10px; | |
| position: relative; | |
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| .pysssss-preview img { | |
| max-height: 300px; | |
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| .pysssss-preview button+button { | |
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| right: 10px; | |
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