Research Tools: code, datasets, & models

LongRoPE is a novel method that extends the context window of pre-trained LLMs to an impressive 2048k tokens by non-uniformly rescaling RoPE positional embeddings. LongRoPE has been integrated into Microsoft Phi-3.

An implementation of data encoding and decoding using DNA Tags and paper tickets. The api directory contains implementations for REST API endpoints to enable a DNA Tagging application. The test directory contains configurations and tests…

UniPrompt provides a unified interface to prompt optimization. We have distilled common functions from different algorithms and provide a plug-n-play API to create new algorithms. It also provides an easy way to benchmark different prompt…

A public framework for time-series forecasting with spiking neural networks (SNNs).

The Intelligence Toolkit is a suite of interactive workflows for creating AI intelligence reports from real-world data sources. The toolkit is designed to help users identify patterns, answers, relationships, and risks within complex datasets, with…

BitBLAS is a library to support mixed-precision matrix multiplications, especially for quantized LLM deployment.

MetaOpt is the first general-purpose and scalable tool that enables users to analyze a broad class of heuristics through easy-to-use abstractions that apply to a broad range of practical heuristics. For more information, checkout MetaOpt’s project webpage and…

VisEval: A NL2VIS Benchmark. VisEval is a benchmark designed to evaluate visualization generation methods. In this repository, we provide both the toolkit to support the benchmarking, as well as the data used for benchmarks.

Microsoft MicroCode is an icon-based programming language and editor for young learners to code with the BBC micro:bit V2. MicroCode allows you to program the micro:bit V2 with only an Arcade shield accessory – no…

A dataset of social artifacts from different Indian geographical subcultures. This repo hosts the code to run experiments on the DOSA dataset.