# LTX2 Distilled Refine LoRA

This repo contains the distilled LoRA used for LTX-2 two-stage refinement.
FastVideo loads it only when `ltx2_refine_enabled=True` (or the equivalent refine
flags). The base model repo can reference this LoRA via
`fastvideo_refine_lora_path` in `model_index.json`, so users do not need to pass
the LoRA path manually.

## Contents

- `ltx-2-19b-distilled-lora-384.safetensors` — distilled LoRA weights for the
  stage-2 refine denoising pass.

## Usage (FastVideo)

Use a distilled LTX-2 diffusers repo that includes
`fastvideo_refine_lora_path="FastVideo/LTX2-Distilled-LoRA"` in its
`model_index.json`. Then enable refinement:

```python
from fastvideo import VideoGenerator

generator = VideoGenerator.from_pretrained(
    "FastVideo/LTX2-Distilled-Diffusers",
    ltx2_refine_enabled=True,
)
```

FastVideo will download this LoRA repo automatically only when refinement is
enabled.