Discover an index of datasets, SDKs, APIs and open-source tools developed by Microsoft researchers and shared with the global academic community below. These experimental technologies—available through Azure AI Foundry Labs (opens in new tab)—offer a glimpse into the future of AI innovation.
Lymphoma lesion segmentation and quantitation plays a pivotal role in the diagnosis, treatment planning, and monitoring of lymphoma patients. Accurate segmentation allows for the precise delineation of pathological regions, aiding clinicians in assessing disease extent…
Sarathi-Serve (a research prototype) is a high throughput and low-latency LLM serving framework. This repository contains a benchmark suite for evaluating LLM performance from a systems point of view. It contains various workloads and scheduling…
Vidur is a high-fidelity and extensible LLM inference simulator. It can help you with capacity planning and finding the best deployment configuration for your LLM deployments, test new research ideas like new scheduling algorithms, optimizations…
PyTorch emulation library for Microscaling (MX)-compatible data formats
\psi (Platform for Situated Intelligence) is an open-source, extensible framework that accelerates development and research of multimodal, integrative AI systems. The platform consists of three layers. The Runtime layer provides a parallel programming model centered…
Official code for the paper published at EMNLP 2023 paper: Multilingual Evaluation of Generative AI (MEGA), a framework to evaluate Large Language Models (LLMs) on various multilingual benchmarks
A space simulation platform that caters to individuals with diverse research interests, including networking, AI, computing, and more. Unlike traditional simulators tied to specific research applications, our design allows for seamless integration of various space-related…
With FarmVibes.AI, you can develop rich geospatial insights for agriculture and sustainability. Build models that fuse multiple geospatial and spatiotemporal datasets to obtain insights (e.g. estimate carbon footprint, understand growth rate, detect practices followed) that…
