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Update README.md
jsaunders909 Jan 7, 2026
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Update ltx-pipelines README.md
jsaunders909 Jan 7, 2026
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37 changes: 19 additions & 18 deletions README.md
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Expand Up @@ -31,36 +31,37 @@ source .venv/bin/activate
Download the following models from the [LTX-2 HuggingFace repository](https://huggingface.co/Lightricks/LTX-2):

**LTX-2 Model Checkpoint** (choose and download one of the following)
* [`ltx-2-19b-dev-fp8.safetensors`](https://huggingface.co/Lightricks/LTX-2/blob/main/ltx-2-19b-dev-fp8.safetensors) - [Download](https://huggingface.co/Lightricks/LTX-2/resolve/main/ltx-2-19b-dev-fp8.safetensors)
* [`ltx-2-19b-dev-fp8.safetensors`](https://huggingface.co/Lightricks/LTX-2/blob/main/ltx-2-19b-dev-fp8.safetensors) - [Download](https://huggingface.co/Lightricks/LTX-2/resolve/main/ltx-2-19b-dev-fp8.safetensors) (```hf download Lightricks/LTX-2 ltx-2-19b-dev-fp8.safetensors```)

* [`ltx-2-19b-dev.safetensors`](https://huggingface.co/Lightricks/LTX-2/blob/main/ltx-2-19b-dev.safetensors) - [Download](https://huggingface.co/Lightricks/LTX-2/resolve/main/ltx-2-19b-dev.safetensors)
* [`ltx-2-19b-distilled.safetensors`](https://huggingface.co/Lightricks/LTX-2/blob/main/ltx-2-19b-distilled.safetensors) - [Download](https://huggingface.co/Lightricks/LTX-2/resolve/main/ltx-2-19b-distilled.safetensors)
* [`ltx-2-19b-distilled-fp8.safetensors`](https://huggingface.co/Lightricks/LTX-2/blob/main/ltx-2-19b-distilled-fp8.safetensors) - [Download](https://huggingface.co/Lightricks/LTX-2/resolve/main/ltx-2-19b-distilled-fp8.safetensors)
* [`ltx-2-19b-dev.safetensors`](https://huggingface.co/Lightricks/LTX-2/blob/main/ltx-2-19b-dev.safetensors) - [Download](https://huggingface.co/Lightricks/LTX-2/resolve/main/ltx-2-19b-dev.safetensors) (```hf download Lightricks/LTX-2 ltx-2-19b-dev.safetensors```)
* [`ltx-2-19b-distilled.safetensors`](https://huggingface.co/Lightricks/LTX-2/blob/main/ltx-2-19b-distilled.safetensors) - [Download](https://huggingface.co/Lightricks/LTX-2/resolve/main/ltx-2-19b-distilled.safetensors) (```hf download Lightricks/LTX-2 ltx-2-19b-distilled.safetensors```)
* [`ltx-2-19b-distilled-fp8.safetensors`](https://huggingface.co/Lightricks/LTX-2/blob/main/ltx-2-19b-distilled-fp8.safetensors) - [Download](https://huggingface.co/Lightricks/LTX-2/resolve/main/ltx-2-19b-distilled-fp8.safetensors) (```hf download Lightricks/LTX-2 ltx-2-19b-distilled-fp8.safetensors```)

**Spatial Upscaler** - Required for current two-stage pipeline implementations in this repository
* [`ltx-2-spatial-upscaler-x2-1.0.safetensors`](https://huggingface.co/Lightricks/LTX-2/blob/main/ltx-2-spatial-upscaler-x2-1.0.safetensors) - [Download](https://huggingface.co/Lightricks/LTX-2/resolve/main/ltx-2-spatial-upscaler-x2-1.0.safetensors)
* [`ltx-2-spatial-upscaler-x2-1.0.safetensors`](https://huggingface.co/Lightricks/LTX-2/blob/main/ltx-2-spatial-upscaler-x2-1.0.safetensors) - [Download](https://huggingface.co/Lightricks/LTX-2/resolve/main/ltx-2-spatial-upscaler-x2-1.0.safetensors) (```hf download Lightricks/LTX-2 ltx-2-spatial-upscaler-x2-1.0.safetensors```)

**Temporal Upscaler** - Required for current two-stage pipeline implementations in this repository
* [`ltx-2-temporal-upscaler-x2-1.0.safetensors`](https://huggingface.co/Lightricks/LTX-2/blob/main/ltx-2-temporal-upscaler-x2-1.0.safetensors) - [Download](https://huggingface.co/Lightricks/LTX-2/resolve/main/ltx-2-temporal-upscaler-x2-1.0.safetensors)
* [`ltx-2-temporal-upscaler-x2-1.0.safetensors`](https://huggingface.co/Lightricks/LTX-2/blob/main/ltx-2-temporal-upscaler-x2-1.0.safetensors) - [Download](https://huggingface.co/Lightricks/LTX-2/resolve/main/ltx-2-temporal-upscaler-x2-1.0.safetensors) (```hf download Lightricks/LTX-2 ltx-2-temporal-upscaler-x2-1.0.safetensors```)

**Distilled LoRA** - Required for current two-stage pipeline implementations in this repository (except DistilledPipeline and ICLoraPipeline)
* [`ltx-2-19b-distilled-lora-384.safetensors`](https://huggingface.co/Lightricks/LTX-2/blob/main/ltx-2-19b-distilled-lora-384.safetensors) - [Download](https://huggingface.co/Lightricks/LTX-2/resolve/main/ltx-2-19b-distilled-lora-384.safetensors)
* [`ltx-2-19b-distilled-lora-384.safetensors`](https://huggingface.co/Lightricks/LTX-2/blob/main/ltx-2-19b-distilled-lora-384.safetensors) - [Download](https://huggingface.co/Lightricks/LTX-2/resolve/main/ltx-2-19b-distilled-lora-384.safetensors) (```hf download Lightricks/LTX-2 ltx-2-19b-distilled-lora-384.safetensors```)

**Gemma Text Encoder** (download all assets from the repository)
* [`Gemma 3`](https://huggingface.co/google/gemma-3-12b-it-qat-q4_0-unquantized/tree/main)
* For command line downloads, you need to register an account on Huggingface and accept the T&Cs [here](https://huggingface.co/google/gemma-3-12b-it-qat-q4_0-unquantized). Then run ```hf auth login && hf download google/gemma-3-12b-it-qat-q4_0-unquantized```

**LoRAs**
* [`LTX-2-19b-IC-LoRA-Canny-Control`](https://huggingface.co/Lightricks/LTX-2-19b-IC-LoRA-Canny-Control) - [Download](https://huggingface.co/Lightricks/LTX-2-19b-IC-LoRA-Canny-Control/resolve/main/ltx-2-19b-ic-lora-canny-control.safetensors)
* [`LTX-2-19b-IC-LoRA-Depth-Control`](https://huggingface.co/Lightricks/LTX-2-19b-IC-LoRA-Depth-Control) - [Download](https://huggingface.co/Lightricks/LTX-2-19b-IC-LoRA-Depth-Control/resolve/main/ltx-2-19b-ic-lora-depth-control.safetensors)
* [`LTX-2-19b-IC-LoRA-Detailer`](https://huggingface.co/Lightricks/LTX-2-19b-IC-LoRA-Detailer) - [Download](https://huggingface.co/Lightricks/LTX-2-19b-IC-LoRA-Detailer/resolve/main/ltx-2-19b-ic-lora-detailer.safetensors)
* [`LTX-2-19b-IC-LoRA-Pose-Control`](https://huggingface.co/Lightricks/LTX-2-19b-IC-LoRA-Pose-Control) - [Download](https://huggingface.co/Lightricks/LTX-2-19b-IC-LoRA-Pose-Control/resolve/main/ltx-2-19b-ic-lora-pose-control.safetensors)
* [`LTX-2-19b-LoRA-Camera-Control-Dolly-In`](https://huggingface.co/Lightricks/LTX-2-19b-LoRA-Camera-Control-Dolly-In) - [Download](https://huggingface.co/Lightricks/LTX-2-19b-LoRA-Camera-Control-Dolly-In/resolve/main/ltx-2-19b-lora-camera-control-dolly-in.safetensors)
* [`LTX-2-19b-LoRA-Camera-Control-Dolly-Left`](https://huggingface.co/Lightricks/LTX-2-19b-LoRA-Camera-Control-Dolly-Left) - [Download](https://huggingface.co/Lightricks/LTX-2-19b-LoRA-Camera-Control-Dolly-Left/resolve/main/ltx-2-19b-lora-camera-control-dolly-left.safetensors)
* [`LTX-2-19b-LoRA-Camera-Control-Dolly-Out`](https://huggingface.co/Lightricks/LTX-2-19b-LoRA-Camera-Control-Dolly-Out) - [Download](https://huggingface.co/Lightricks/LTX-2-19b-LoRA-Camera-Control-Dolly-Out/resolve/main/ltx-2-19b-lora-camera-control-dolly-out.safetensors)
* [`LTX-2-19b-LoRA-Camera-Control-Dolly-Right`](https://huggingface.co/Lightricks/LTX-2-19b-LoRA-Camera-Control-Dolly-Right) - [Download](https://huggingface.co/Lightricks/LTX-2-19b-LoRA-Camera-Control-Dolly-Right/resolve/main/ltx-2-19b-lora-camera-control-dolly-right.safetensors)
* [`LTX-2-19b-LoRA-Camera-Control-Jib-Down`](https://huggingface.co/Lightricks/LTX-2-19b-LoRA-Camera-Control-Jib-Down) - [Download](https://huggingface.co/Lightricks/LTX-2-19b-LoRA-Camera-Control-Jib-Down/resolve/main/ltx-2-19b-lora-camera-control-jib-down.safetensors)
* [`LTX-2-19b-LoRA-Camera-Control-Jib-Up`](https://huggingface.co/Lightricks/LTX-2-19b-LoRA-Camera-Control-Jib-Up) - [Download](https://huggingface.co/Lightricks/LTX-2-19b-LoRA-Camera-Control-Jib-Up/resolve/main/ltx-2-19b-lora-camera-control-jib-up.safetensors)
* [`LTX-2-19b-LoRA-Camera-Control-Static`](https://huggingface.co/Lightricks/LTX-2-19b-LoRA-Camera-Control-Static) - [Download](https://huggingface.co/Lightricks/LTX-2-19b-LoRA-Camera-Control-Static/resolve/main/ltx-2-19b-lora-camera-control-static.safetensors)
* [`LTX-2-19b-IC-LoRA-Canny-Control`](https://huggingface.co/Lightricks/LTX-2-19b-IC-LoRA-Canny-Control) - [Download](https://huggingface.co/Lightricks/LTX-2-19b-IC-LoRA-Canny-Control/resolve/main/ltx-2-19b-ic-lora-canny-control.safetensors) (```hf download Lightricks/LTX-2 ltx-2-19b-ic-lora-canny-control.safetensors```)
* [`LTX-2-19b-IC-LoRA-Depth-Control`](https://huggingface.co/Lightricks/LTX-2-19b-IC-LoRA-Depth-Control) - [Download](https://huggingface.co/Lightricks/LTX-2-19b-IC-LoRA-Depth-Control/resolve/main/ltx-2-19b-ic-lora-depth-control.safetensors) (```hf download Lightricks/LTX-2 ltx-2-19b-ic-lora-depth-control.safetensors```)
* [`LTX-2-19b-IC-LoRA-Detailer`](https://huggingface.co/Lightricks/LTX-2-19b-IC-LoRA-Detailer) - [Download](https://huggingface.co/Lightricks/LTX-2-19b-IC-LoRA-Detailer/resolve/main/ltx-2-19b-ic-lora-detailer.safetensors) (```hf download Lightricks/LTX-2 ltx-2-19b-ic-lora-detailer.safetensors```)
* [`LTX-2-19b-IC-LoRA-Pose-Control`](https://huggingface.co/Lightricks/LTX-2-19b-IC-LoRA-Pose-Control) - [Download](https://huggingface.co/Lightricks/LTX-2-19b-IC-LoRA-Pose-Control/resolve/main/ltx-2-19b-ic-lora-pose-control.safetensors) (```hf download Lightricks/LTX-2 ltx-2-19b-ic-lora-pose-control.safetensors```)
* [`LTX-2-19b-LoRA-Camera-Control-Dolly-In`](https://huggingface.co/Lightricks/LTX-2-19b-LoRA-Camera-Control-Dolly-In) - [Download](https://huggingface.co/Lightricks/LTX-2-19b-LoRA-Camera-Control-Dolly-In/resolve/main/ltx-2-19b-lora-camera-control-dolly-in.safetensors) (```hf download Lightricks/LTX-2 ltx-2-19b-lora-camera-control-dolly-in.safetensors```)
* [`LTX-2-19b-LoRA-Camera-Control-Dolly-Left`](https://huggingface.co/Lightricks/LTX-2-19b-LoRA-Camera-Control-Dolly-Left) - [Download](https://huggingface.co/Lightricks/LTX-2-19b-LoRA-Camera-Control-Dolly-Left/resolve/main/ltx-2-19b-lora-camera-control-dolly-left.safetensors) (```hf download Lightricks/LTX-2 ltx-2-19b-lora-camera-control-dolly-left.safetensors```)
* [`LTX-2-19b-LoRA-Camera-Control-Dolly-Out`](https://huggingface.co/Lightricks/LTX-2-19b-LoRA-Camera-Control-Dolly-Out) - [Download](https://huggingface.co/Lightricks/LTX-2-19b-LoRA-Camera-Control-Dolly-Out/resolve/main/ltx-2-19b-lora-camera-control-dolly-out.safetensors) (```hf download Lightricks/LTX-2 ltx-2-19b-lora-camera-control-dolly-out.safetensors```)
* [`LTX-2-19b-LoRA-Camera-Control-Dolly-Right`](https://huggingface.co/Lightricks/LTX-2-19b-LoRA-Camera-Control-Dolly-Right) - [Download](https://huggingface.co/Lightricks/LTX-2-19b-LoRA-Camera-Control-Dolly-Right/resolve/main/ltx-2-19b-lora-camera-control-dolly-right.safetensors) (```hf download Lightricks/LTX-2 ltx-2-19b-lora-camera-control-dolly-right.safetensors```)
* [`LTX-2-19b-LoRA-Camera-Control-Jib-Down`](https://huggingface.co/Lightricks/LTX-2-19b-LoRA-Camera-Control-Jib-Down) - [Download](https://huggingface.co/Lightricks/LTX-2-19b-LoRA-Camera-Control-Jib-Down/resolve/main/ltx-2-19b-lora-camera-control-jib-down.safetensors) (```hf download Lightricks/LTX-2 ltx-2-19b-lora-camera-control-jib-down.safetensors```)
* [`LTX-2-19b-LoRA-Camera-Control-Jib-Up`](https://huggingface.co/Lightricks/LTX-2-19b-LoRA-Camera-Control-Jib-Up) - [Download](https://huggingface.co/Lightricks/LTX-2-19b-LoRA-Camera-Control-Jib-Up/resolve/main/ltx-2-19b-lora-camera-control-jib-up.safetensors) (```hf download Lightricks/LTX-2 ltx-2-19b-lora-camera-control-jib-up.safetensors```)
* [`LTX-2-19b-LoRA-Camera-Control-Static`](https://huggingface.co/Lightricks/LTX-2-19b-LoRA-Camera-Control-Static) - [Download](https://huggingface.co/Lightricks/LTX-2-19b-LoRA-Camera-Control-Static/resolve/main/ltx-2-19b-lora-camera-control-static.safetensors) (```hf download Lightricks/LTX-2 ltx-2-19b-lora-camera-control-static.safetensors```)

### Available Pipelines

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2 changes: 1 addition & 1 deletion packages/ltx-pipelines/README.md
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Expand Up @@ -43,7 +43,7 @@ All pipelines can be run directly from the command line. Each pipeline module is
# Run a pipeline (example: two-stage text-to-video)
python -m ltx_pipelines.ti2vid_two_stages \
--checkpoint-path path/to/checkpoint.safetensors \
--distilled-lora-path path/to/distilled_lora.safetensors \
--distilled-lora path/to/distilled_lora.safetensors \
--spatial-upsampler-path path/to/upsampler.safetensors \
--gemma-root path/to/gemma \
--prompt "A beautiful sunset over the ocean" \
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