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
| import { app } from "../../../scripts/app.js"; | |
| const id = "pysssss.MiddleClickAddDefaultNode"; | |
| const ext = { | |
| name: id, | |
| async setup(app) { | |
| app.ui.settings.addSetting({ | |
| id, | |
| name: "🐍 Middle click slot to add", | |
| defaultValue: "Reroute", | |
| type: "combo", | |
| options: (value) => | |
| [ | |
| ...Object.keys(LiteGraph.registered_node_types) | |
| .filter((k) => k.includes("Reroute")) | |
| .sort((a, b) => { | |
| if (a === "Reroute") return -1; | |
| if (b === "Reroute") return 1; | |
| return a.localeCompare(b); | |
| }), | |
| "[None]", | |
| ].map((m) => ({ | |
| value: m, | |
| text: m, | |
| selected: !value ? m === "[None]" : m === value, | |
| })), | |
| onChange(value) { | |
| const enable = value && value !== "[None]"; | |
| if (value === true) { | |
| value = "Reroute"; | |
| } | |
| LiteGraph.middle_click_slot_add_default_node = enable; | |
| if (enable) { | |
| for (const arr of Object.values(LiteGraph.slot_types_default_in).concat( | |
| Object.values(LiteGraph.slot_types_default_out) | |
| )) { | |
| const idx = arr.indexOf(value); | |
| if (idx !== 0) { | |
| arr.splice(idx, 1); | |
| } | |
| arr.unshift(value); | |
| } | |
| } | |
| }, | |
| }); | |
| }, | |
| }; | |
| app.registerExtension(ext); | |