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Research Tools: code, datasets, & models

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.

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Published Date

Dataset Source Code

Fifty Shades of Bias

This repo contains data and code for EMNLP’23 paper “Fifty Shades of Bias”: Normative Ratings of Gender Bias in GPT Generated English Text

GitHub Publication

Dataset Source Code

Tyger

Tyger is a framework for remote signal processing. It enables reliable transmission of data to remote computational resources, where the data can be processed and transformed as it streams in. It was designed for streaming…

GitHub Video

Dataset Source Code

Skeleton-of-Thought (SoT)

This work aims at decreasing the end-to-end generation latency of large language models (LLMs). One of the major causes of the high generation latency is the sequential decoding approach adopted by almost all state-of-the-art LLMs.…

GitHub

Dataset Source Code

SatCLIP

SatCLIP: Global, General-Purpose Location Embeddings with Satellite Imagery [PyTorch implementation, dataset and pretrained models for the paper “SatCLIP: Global, General-Purpose Location Embeddings with Satellite Imagery”]

GitHub Publication

Dataset Source Code

OPPerTune

OPPerTune is a framework that enables configuration tuning of applications, including those in live deployment. It reduces application interruptions while maximizing the performance of the application as and when the workload or the underlying infrastructure…

GitHub Project Publication

Dataset Source Code

PwR Studio

PwR Studio converts natural language (NL) instructions into robust code. Programming with Representations (PwR, pronounced “power”) is a software development approach that relies on a domain-specific language (DSL), or representation, defined by a developer specializing in…

GitHub Project Publication

Dataset Source Code

Plurality

Root repository for Plurality: The Future of Collaborative Technology and Democracy by E. Glen Weyl, Audrey Tang and the Plurality Community

GitHub

Dataset Source Code

ParrotServe

“Parrot: Efficient Serving of LLM-based Applications with Semantic Variable” Parrot is a distributed serving system for LLM-based Applications. The Parrot API w/ Semantic Variable is served by a centralized cluster manager called ServeCore, which manages…

GitHub Publication

Dataset Source Code

GenAIScript

Scripting environment with convenient tooling for file ingestion, prompt development and structured data extraction.

GitHub

Dataset Source Code

LLMR

This repo contains the code described in LLMR, implementing the Large Language Model for Mixed Reality framework. This package serves as a prototype for “Speaking the world into existence”, which allows the real time creation of…

GitHub