Stars
A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.
Large Language Model (LLM) Systems Paper List
LLM Inference analyzer for different hardware platforms
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and cont…
Introduction to Machine Learning Systems
This repo contains all the vector search baseline experiments for HNSW, NSG, Faiss, GGNN, as well as the index conversion scripts for FPGAs.
Scripts and links to recreate the ELI5 dataset.
A library for efficient similarity search and clustering of dense vectors.
WenqiJiang / hnswlib-eval
Forked from nmslib/hnswlibHeader-only C++/python library for fast approximate nearest neighbors
The JTS Topology Suite is a Java library for creating and manipulating vector geometry.
Software to support people learning OpenMP with our book ... The OpenMP Common Core: Making OpenMP Simple Again
Downloads 2020 English Wikipedia articles as plaintext
A high-throughput and memory-efficient inference and serving engine for LLMs
Official repo to On the Generalization Ability of Retrieval-Enhanced Transformers
Ongoing research training transformer models at scale
GeoMet - Pure Python conversion library for common geospatial data formats
Gluten is a middle layer responsible for offloading JVM-based SQL engines' execution to native engines.
The ChatGPT Retrieval Plugin lets you easily find personal or work documents by asking questions in natural language.
Pytorch implementation of paper "Efficient Nearest Neighbor Language Models" (EMNLP 2021)
Repo for ICML23 "Why do Nearest Neighbor Language Models Work?"
Natural Language Processing Tutorial for Deep Learning Researchers