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  # Ma-layala-mba
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  Welcome to Ma-layala-mba, a base Indic language model designed to push the boundaries of NLP for Indian languages. It is based on the Mamba series of state space models.
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  ## Model Description
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  Ma-layala-mba is a state-of-the-art S6 SSM model specifically crafted for the South Indian regional and state language of Kerala: Malayalam. It integrates traditional Attention mechanisms with innovative approaches such as MLPs and State Space Models (SSMs) to handle complex linguistic features and achieve high accuracy in language understanding and generation.
 
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  # Ma-layala-mba
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  Welcome to Ma-layala-mba, a base Indic language model designed to push the boundaries of NLP for Indian languages. It is based on the Mamba series of state space models.
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+ ![Thumbnail](thumbnail.jpg)
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  ## Model Description
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  Ma-layala-mba is a state-of-the-art S6 SSM model specifically crafted for the South Indian regional and state language of Kerala: Malayalam. It integrates traditional Attention mechanisms with innovative approaches such as MLPs and State Space Models (SSMs) to handle complex linguistic features and achieve high accuracy in language understanding and generation.