Harshit Kumar

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LLM

2 posts

  • Matrix Multiplication in CUDA
    CUDA

    Matrix Multiplication in CUDA

    Matrix multiplication is at the heart of deep learning. In this evolving world of LLMs, the need for fast and efficient matrix multiplications is paramount. Nvidia CUDA allows...

    Jun 07, 2024 · 17 min read
  • Retrieval Augmented Generation (RAG) Chatbot for 10Q Financial Reports
    LLM

    Retrieval Augmented Generation (RAG) Chatbot for 10Q Financial Reports

    While Large Language Models (LLMs) are revolutionary, they sometimes get it wrong—like citing varying figures for something as critical as Tesla’s total assets on a given date. In...

    Apr 26, 2024 · 5 min read
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