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AST-1 is a state-of-the-art language model that utilizes a novel attention mechanism for text generation and understanding. This project presents the inner workings of AST-1 and provides a detailed overview of its architecture, model parameters, and training process. The primary innovation of AST-1 is the introduction of the RNN attention mechanism, which enables the model to generate highly coherent and contextually relevant text while efficiently handling computational and memory requirements.