Revert README (keep name + card unchanged)

README.md

@@ -11,7 +11,7 @@ pinned: false
 hardware: zero-a10g
 short_description: Sharpen out-of-focus video with an LTX-2.3 IC-LoRA
 models:
-  - Lightricks/LTX-2.3
+  - diffusers/LTX-2.3-Distilled-Diffusers
   - Lightricks/LTX-2.3-22b-IC-LoRA-Deblur
 ---
 
@@ -22,5 +22,5 @@ clip and regenerating it in sharp focus, preserving subject, framing, and geomet
 Spatial defocus only — not motion blur.
 
 Runs the **deblur IC-LoRA** from [`linoyts/LTX-2.3-loras`](https://huggingface.co/linoyts/LTX-2.3-loras)
-on the distilled [`Lightricks/LTX-2.3`](https://huggingface.co/Lightricks/LTX-2.3)
-checkpoint via the native LTX-2 pipeline. 8-step distilled schedule, LoRA scale 1.0 (tunable).
+on the distilled [`diffusers/LTX-2.3-Distilled-Diffusers`](https://huggingface.co/diffusers/LTX-2.3-Distilled-Diffusers)
+checkpoint via `LTX2InContextPipeline`. 8-step distilled schedule, LoRA scale 1.0 (tunable).