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
| #easyuse_groups_map{ | |
| flex-direction: column; | |
| align-items: end; | |
| display:flex;position: absolute; | |
| top: 50px; left: 10px; width: 180px; | |
| border-radius:12px; | |
| min-height:100px; | |
| max-height:400px; | |
| color: var(--descrip-text); | |
| background-color: var(--comfy-menu-bg); | |
| padding: 10px 4px; | |
| border: 1px solid var(--border-color); | |
| z-index: 399; | |
| padding-top: 0; | |
| } | |
| #easyuse_groups_map .icon{ | |
| width: 12px; | |
| height:12px; | |
| } | |
| #easyuse_groups_map .closeBtn{ | |
| float: right; | |
| color: var(--input-text); | |
| border-radius:30px; | |
| background-color: var(--comfy-input-bg); | |
| border: 1px solid var(--border-color); | |
| cursor: pointer; | |
| aspect-ratio: 1 / 1; | |
| display: flex; | |
| justify-content: center; | |
| align-items: center; | |
| } | |
| #easyuse_groups_map .closeBtn:hover{ | |
| filter:brightness(120%); | |
| } |