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README.md

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+# 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.

ltx-2-19b-distilled-lora-384.safetensors

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