Instructions to use qwecja/ltx-ugc-bundle with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- LTX.io
How to use qwecja/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 qwecja/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-toast-container{ | |
| position: fixed; | |
| z-index: 99999; | |
| top: 0; | |
| left: 0; | |
| width: 100%; | |
| height: 0; | |
| display: flex; | |
| flex-direction: column; | |
| align-items: center; | |
| justify-content: start; | |
| padding:10px 0; | |
| } | |
| .easyuse-toast-container > div { | |
| position: relative; | |
| height: fit-content; | |
| padding: 4px; | |
| margin-top: -100px; /* re-set by JS */ | |
| opacity: 0; | |
| transition: all 0.33s ease-in-out; | |
| z-index: 3; | |
| } | |
| .easyuse-toast-container > div:last-child { | |
| z-index: 2; | |
| } | |
| .easyuse-toast-container > div:not(.-show) { | |
| z-index: 1; | |
| } | |
| .easyuse-toast-container > div.-show { | |
| opacity: 1; | |
| margin-top: 0px ; | |
| } | |
| .easyuse-toast-container > div.-show { | |
| opacity: 1; | |
| transform: translateY(0%); | |
| } | |
| .easyuse-toast-container > div > div { | |
| position: relative; | |
| background: var(--comfy-menu-bg); | |
| color: var(--input-text); | |
| display: flex; | |
| flex-direction: row; | |
| align-items: center; | |
| justify-content: center; | |
| height: fit-content; | |
| box-shadow: 0 0 10px rgba(0, 0, 0, 0.88); | |
| padding: 9px 12px; | |
| border-radius: 8px; | |
| font-family: Arial, sans-serif; | |
| font-size: 14px; | |
| pointer-events: all; | |
| } | |
| .easyuse-toast-container > div > div > span { | |
| display: flex; | |
| flex-direction: row; | |
| align-items: center; | |
| justify-content: center; | |
| } | |
| .easyuse-toast-container > div > div > span svg { | |
| width: 16px; | |
| height: auto; | |
| margin-right: 8px; | |
| } | |
| .easyuse-toast-container > div > div > span svg[data-icon=info-circle]{ | |
| fill: var(--theme-color-light); | |
| } | |
| .easyuse-toast-container > div > div > span svg[data-icon=check-circle]{ | |
| fill: var(--success-color); | |
| } | |
| .easyuse-toast-container > div > div > span svg[data-icon=close-circle]{ | |
| fill: var(--error-color); | |
| } | |
| .easyuse-toast-container > div > div > span svg[data-icon=exclamation-circle]{ | |
| fill: var(--warning-color); | |
| } | |
| /*rotate animation*/ | |
| @keyframes rotate { | |
| 0% { | |
| transform: rotate(0deg); | |
| } | |
| 100% { | |
| transform: rotate(360deg); | |
| } | |
| } | |
| .easyuse-toast-container > div > div > span svg[data-icon=loading]{ | |
| fill: var(--theme-color); | |
| animation: rotate 1s linear infinite; | |
| } | |
| .easyuse-toast-container a { | |
| cursor: pointer; | |
| text-decoration: underline; | |
| color: var(--theme-color-light); | |
| margin-left: 4px; | |
| display: inline-block; | |
| line-height: 1; | |
| } | |
| .easyuse-toast-container a:hover { | |
| color: var(--theme-color-light); | |
| text-decoration: none; | |
| } |