Mamba neural network is a groundbreaking architecture that surpasses Transformers in efficiency and speed, offering a 5x increase in inference speed and state-of-the-art performance in various tasks by utilizing structured state space models and hardware-aware parallel algorithms.
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PrivateGPT: A private and offline project using Large Language Models for document-based queries, featuring a FastAPI-based API with high-level and low-level functionalities for document ingestion, chat, completions, and contextual chunks retrieval. Includes RAG pipeline and extensive documentation for installation, configuration, usage, and deployment, with a GitHub repository for contributions and citation information.
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Perplexity AI is a conversational search engine that uses natural language predictive text to provide answers sourced from the web, including embedded links for reference.
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