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 ## 2- OmniverseLLMs-2.0 Documentation: 
-- Xllama: [Xllama](https://github.com/Esmail-ibraheem/Xllama) is an advanced language model framework, inspired by the original Llama model but enhanced with additional features such as Grouped Query Attention (GQA), Multi-Head Attention (MHA), and more. This project aims to provide a flexible and extensible platform for experimenting with various attention mechanisms and building state-of-the-art natural language processing models.\
+- Xllama: [Xllama](https://github.com/Esmail-ibraheem/Xllama) is an advanced language model framework, inspired by the original Llama model but enhanced with additional features such as Grouped Query Attention (GQA), Multi-Head Attention (MHA), and more. This project aims to provide a flexible and extensible platform for experimenting with various attention mechanisms and building state-of-the-art natural language processing models.
 
   install the requirements libraries:
     ```