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"; | |
| import { ComfyWidgets } from "../../../scripts/widgets.js"; | |
| // Displays input text on a node | |
| app.registerExtension({ | |
| name: "pysssss.StringFunction", | |
| async beforeRegisterNodeDef(nodeType, nodeData, app) { | |
| if (nodeData.name === "StringFunction|pysssss") { | |
| const onExecuted = nodeType.prototype.onExecuted; | |
| nodeType.prototype.onExecuted = function (message) { | |
| onExecuted?.apply(this, arguments); | |
| if (this.widgets) { | |
| const pos = this.widgets.findIndex((w) => w.name === "result"); | |
| if (pos !== -1) { | |
| for (let i = pos; i < this.widgets.length; i++) { | |
| this.widgets[i].onRemove?.(); | |
| } | |
| this.widgets.length = pos; | |
| } | |
| } | |
| const w = ComfyWidgets["STRING"](this, "result", ["STRING", { multiline: true }], app).widget; | |
| w.inputEl.readOnly = true; | |
| w.inputEl.style.opacity = 0.6; | |
| w.value = message.text; | |
| this.onResize?.(this.size); | |
| }; | |
| } | |
| }, | |
| }); | |