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README.md

@@ -24,14 +24,16 @@ tags:
 This repository contains a self-contained MLX-native int8 conversion of
 LongCat AudioDiT 3.5B for local text-to-speech on Apple Silicon.
 
-It is intended for local speech generation with
-[`mlx-speech`](https://github.com/appautomaton/mlx-speech), without a PyTorch
-runtime at inference time.
+> Note
+> This repo is a community mirror of the canonical MLX conversion maintained by
+> [AppAutomaton](https://github.com/appautomaton) at
+> [`appautomaton/longcat-audiodit-3.5b-8bit-mlx`](https://huggingface.co/appautomaton/longcat-audiodit-3.5b-8bit-mlx).
 
 ## Model Details
 
 - Developed by: AppAutomaton
-- Shared by: AppAutomaton on Hugging Face
+- Shared by: `mlx-community`
+- Original MLX repo: [`appautomaton/longcat-audiodit-3.5b-8bit-mlx`](https://huggingface.co/appautomaton/longcat-audiodit-3.5b-8bit-mlx)
 - Upstream model: [`meituan-longcat/LongCat-AudioDiT-3.5B`](https://huggingface.co/meituan-longcat/LongCat-AudioDiT-3.5B)
 - Task: text-to-speech
 - Runtime: MLX on Apple Silicon
@@ -88,10 +90,12 @@ result = generate_longcat_audiodit(
 - The conversion preserves the LongCat AudioDiT diffusion transformer and
   bundled VAE for waveform decode.
 - The current bundle is intended for local MLX runtime use and parity validation.
+- This mirror is a duplicated repo, not an automatically synchronized namespace mirror.
 
 ## Links
 
-- Source code: [mlx-speech](https://github.com/appautomaton/mlx-speech)
+- Canonical MLX repo: [`appautomaton/longcat-audiodit-3.5b-8bit-mlx`](https://huggingface.co/appautomaton/longcat-audiodit-3.5b-8bit-mlx)
+- Source code: [`mlx-speech`](https://github.com/appautomaton/mlx-speech)
 - More examples: [AppAutomaton](https://github.com/appautomaton)
 
 ## License