Repository History
3 repositories tagged with AI Research
EasyInstruct: An Easy-to-Use Instruction Processing Framework for LLMs
EasyInstruct is an open-source Python framework designed to simplify instruction processing for Large Language Models (LLMs). Accepted at ACL 2024, it offers modularized components for instruction generation, selection, and prompting, supporting various LLMs like GPT-4 and LLaMA. This framework is ideal for researchers and developers working on LLM-based experiments and applications.
Feynman: The Open Source AI Research Agent
Feynman is an open-source AI research agent designed to automate and streamline complex research tasks. Built with TypeScript, it leverages multiple agents and tools to conduct in-depth investigations, literature reviews, and even experiment replications, providing source-grounded outputs.
FlashAttention: Fast and Memory-Efficient Exact Attention
FlashAttention is a cutting-edge library from Dao-AILab, designed to provide fast and memory-efficient exact attention for deep learning models. It significantly accelerates transformer training and inference by optimizing memory usage and computational speed. This makes it an essential tool for researchers and developers working with large-scale AI models.