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-slider{ | |
| width:100%; | |
| height:100%; | |
| display: flex; | |
| flex-direction: row; | |
| justify-content: space-between; | |
| position: relative; | |
| } | |
| .easyuse-slider-item{ | |
| height: inherit; | |
| min-width: 25px; | |
| justify-content: center; | |
| display: flex; | |
| flex-direction: column; | |
| align-items: center; | |
| } | |
| .easyuse-slider-item.positive .easyuse-slider-item-label{ | |
| color: var(--success-color); | |
| } | |
| .easyuse-slider-item.negative .easyuse-slider-item-label{ | |
| color: var(--error-color); | |
| } | |
| .easyuse-slider-item-input{ | |
| height:15px; | |
| font-size: 10px; | |
| color: var(--input-text); | |
| } | |
| .easyuse-slider-item-label{ | |
| height:15px; | |
| border: none; | |
| color: var(--descrip-text); | |
| font-size: 8px; | |
| } | |
| .easyuse-slider-item-scroll { | |
| width: 5px; | |
| height: calc(100% - 30px); | |
| background: var(--comfy-input-bg); | |
| border-radius: 10px; | |
| position: relative; | |
| } | |
| .easyuse-slider-item-bar{ | |
| width: 10px; | |
| height: 10px; | |
| background: linear-gradient(to bottom, var(--input-text), var(--descrip-text)); | |
| border-radius:100%; | |
| box-shadow: 0 2px 10px var(--bg-color); | |
| position: absolute; | |
| top: 0; | |
| left:-2.5px; | |
| cursor: pointer; | |
| z-index:1; | |
| } | |
| .easyuse-slider-item-area{ | |
| width: 100%; | |
| border-radius:20px; | |
| position: absolute; | |
| bottom: 0; | |
| background: var(--input-text); | |
| z-index:0; | |
| } | |
| .easyuse-slider-item.positive .easyuse-slider-item-area{ | |
| background: var(--success-color); | |
| } | |
| .easyuse-slider-item.negative .easyuse-slider-item-area{ | |
| background: var(--error-color); | |
| } | |