Update README.md

README.md

@@ -70,15 +70,11 @@ library_name: outetts
 > **Important Sampling Considerations**  
 > 
 > When using OuteTTS version 1.0, it is crucial to use the settings specified in the [Sampling Configuration](#sampling-configuration) section.
-> 
 > The **repetition penalty implementation** is particularly important - this model requires penalization applied to a **64-token recent window**,
 > rather than across the entire context window. Penalizing the entire context will cause the model to produce **broken or low-quality output**.
 > 
-> Currently, **llama.cpp** delivers the most reliable and consistent output quality by default.
-> Both **llama.cpp** and **EXL2** support this windowed sampling approach, while **Transformers** doesn't.
-> 
-> To address this limitation, I've implemented a **windowed repetition penalty** for the **Hugging Face Transformers** backend in the **OuteTTS** library,
-> which significantly improves output quality and resolves sampling issues, providing comparable results to llama.cpp.
+> To address this limitation, all necessary samplers and patches for all backends are set up automatically in the **outetts** library.
+> If using a custom implementation, ensure you correctly implement these requirements.
 
 # OuteTTS Version 1.0