Zyphra Hierarchical Attention (ZHA) retrofits pretrained LLMs with a tree indexer, adding 81,920 parameters, nearly matching dense accuracy.
Autonomous Text-to-SQL AI assistant that converts natural language into secure SQLite queries with instant plain-English summaries. Built with LangChain, Groq (Llama-3), and Streamlit, featuring ...
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