5232 search results found

  • 2024 MIT R&D Conference: Track 5 - AI - Efficient Multi-modal LLM on the Edge

    November 19, 2024Conference Video Duration: 20:30
    Efficient Multi-modal LLM on the Edge
    Song Han
    Associate Professor, MIT Electrical Engineering & Computer Science Department
    This talk presents efficient multi-modal LLM innovations with algorithm and system co-design. I’ll first present VILA, a visual language model deployable on the edge. It is capable of visual in-context learning, multi-image reasoning, video captioning and video QA. Followed by SmoothQuant and AWQ for LLM quantization, which enables VILA deployable on edge devices, bringing new capabilities for mobile vision applications. Second, I’ll present StreamingLLM, a KV cache optimization technique for long conversation and QUEST, leveraging sparsity for KV cache compression.

  • Anthony
    P
    Sharon

    Deputy Executive Vice President
    Primary DLC
    Office of the Executive Vice President and Treasurer

    Contact

    4-204
    (617) 324-7130
    apsharon@mit.edu

  • 2016 MIT Materials Day: Materials for Electrochemical Energy Storage

    Tue, October 18, 2016 Conference
    MIT Campus

  • Sixian
    You

    Alfred Henry (1929) and Jean Morrison Hayes Career Development Assistant Professor of Electrical Engineering
    Primary DLC
    Department of Electrical Engineering and Computer Science

    Contact

    36-393
    (217) 819-2424
    sixian@mit.edu

  • 4.15.21-Energy-Roundtable

    April 15, 2021Conference Video Duration: 87:47
    CJ (Changjie) Guo
    Program Director, MIT Corporate Relations
    Robert Armstrong
    Director, MIT Energy Initiative (MITEI)
    Chevron Professor of Chemical Engineering
    Panelists
    Lene Hviid
    GameChanger, Shell Global Solutions
    Global Manager, Shell Research Alliance
    Zheng Yu
    Business Director, State Grid US Representative Office
    Anne White
    Professor and Head, Nuclear Science and Engineering
    SoE Distinguished Professor of Engineering
    Karthish Manthiram
    Theodore Miller Career Development Chair and Assistant Professor, Chemical Engineering

  • 11.3.20-Digital-Integration-Panel-Discussion-W.Chu-P.Weckesser-K.Ruberg-J.Peng-A.Pentland-J.Williams-A.Sanchez

    November 3, 2020Conference Video Duration: 63:22
    Wilson Chu
    Chairman, Defond Group
    Peter Weckesser
    Chief Digital Officer, Schneider Electric
    Kalev Ruberg
    VP Future & Chief Innovation Officer, Teck Resources Limited
    John Peng
    EVP & Chief Digital Officer, iSoftStone
    Alex Pentland
    Toshiba Professor of Media Arts and Sciences, MIT Media Lab
    John Williams
    Professor of Information Engineering, Civil and Environmental Engineering and Engineering Systems
    Abel Sanchez
    Director, Geospatial Data Center (GDC)

  • A New Wave of Treatment for Alzheimer's

    September 28, 2023MIT Faculty Feature Duration: 21:30

    Li-Huei Tsai
    Picower Professor of Neuroscience, Director of the Picower Institute for Learning and Memory at MIT

  • Deborah
    Burstein

    HST Affiliated Faculty / Lecturer
    Primary DLC
    Harvard-MIT Program in Health Sciences and Technology

    Contact

    BETHISRAEL-HIM148
    (781) 799-9306
    dburstei@bidmc.harvard.edu

  • Deborah
    Burstein

    HST Affiliated Faculty / Lecturer
    Primary DLC
    Institute for Medical Engineering and Science

    Contact

    BETHISRAEL-HIM148
    (781) 799-9306
    dburstei@bidmc.harvard.edu
  • January 13, 1998

    Clinical Decision Making (CDM) Group