Research Tools: code, datasets, & models

A large-scale egocentric human interaction dataset, where two people collaboratively complete physical manipulation tasks.

Orca 2 is a finetuned version of LLAMA-2. It is built for research purposes only and provides a single turn response in tasks such as reasoning over user given data, reading comprehension, math problem solving…

Orca 2 is a finetuned version of LLAMA-2. It is built for research purposes only and provides a single turn response in tasks such as reasoning over user given data, reading comprehension, math problem solving…

LLF Bench is a benchmark for evaluating learning agents that provides a diverse collection of interactive learning problems where the agent gets language feedback instead of rewards (as in RL) or action feedback (as in…

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

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…

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.…

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”]

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…

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…