Microsoft Research

DataFunTalk

Apr 19, 2025 · Artificial Intelligence

Microsoft Research's Open‑Source Native 1‑Bit LLM BitNet b1.58 2B4T: Design, Performance, and Deployment

Microsoft Research released BitNet b1.58 2B4T, the first open‑source native 1‑bit large language model with 2 billion parameters, 1.58‑bit effective precision and a 0.4 GB footprint, achieving full‑precision performance while enabling efficient CPU and GPU inference for edge AI applications.

1-bit quantizationCPU inferenceLLM

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Microsoft Research's Open‑Source Native 1‑Bit LLM BitNet b1.58 2B4T: Design, Performance, and Deployment

DataFunTalk

Jul 9, 2022 · Artificial Intelligence

Graph Neural Networks Enter the Transformer Era – Seminar by Dr. Zheng Shuxin

The LOGS seminar on July 9, 2022 featured Dr. Zheng Shuxin from Microsoft Research presenting an overview of Transformer models, their success in NLP and CV, recent breakthroughs in applying Transformers to graph data, and future directions for graph processing.

AI SeminarGraph Neural NetworksMicrosoft Research

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Graph Neural Networks Enter the Transformer Era – Seminar by Dr. Zheng Shuxin