Microsoft Research Blog

Research Blog

  1. graphical user interface, application, icon

    Advances to low-bit quantization enable LLMs on edge devices 

    February 5, 2025 | Shijie Cao, Lingxiao Ma, and Ting Cao

    Advances in low-bit quantization techniques enable efficient operation of LLMs on resource-constrained edge devices. Discover how innovations like T-MAC, Ladder, and LUT Tensor Core improve computational efficiency and enhance hardware compatibility.

  2. Research Focus: Week of January 31, 2025

    Research Focus: Week of January 27, 2025 

    January 31, 2025

    In this issue: A new approach to multimodal pretraining for remote sensing; Managed-retention memory for the AI era; Improving detection of macular telangiectasia type 2; Generalizing symbolic automata.

  3. Research Focus: January 17, 2025

    Research Focus: Week of January 13, 2025 

    January 17, 2025

    In this edition: Privacy enhancements for multiparty deep learning; using smaller, open-source models to provide relevance judgments; new tool uses AI, data to automate innovation and development; Yasuyuki Matsushita named IEEE 2025 Computer Society Fellow.