zmli6

Awesome-Resource-Efficient-LLM-Papers

a curated list of high-quality papers on resource-efficient LLMs 🌱

awesome-automl-papers

A curated list of automated machine learning papers, articles, tutorials, slides and projects

MileCut

The official Github repository for paper "MileCut: A Multi-view Truncation Framework for Legal Case Retrieval"(WWW'24).

RRAG

The official Github repository for paper "R^2AG: Incorporating Retrieval Information into Retrieval Augmented Generation" (EMNLP 2024 Findings).

EconomicGrasp

(ECCV 2024) Official implementation of the Economic 6-DoF Grasp Detection Framework (EconomicGrasp).

AI-System-School

🚀 Awesome System for Machine Learning ⚡️ AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Model), GenAI (Generative AI). 🍻 OSDI, NSDI, SIGCOMM, SoCC, MLSys, etc. 🗃️ Llama3, Mistral, etc. 🧑‍💻 Video Tutorials.

AISystem

AISystem 主要是指AI系统，包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术

NewSP

NewSP: A New Search Process for Continuous Subgraph Matching over Dynamic Graphs[ICDE 24]

bolei_awesome_posters

CVPR and NeurIPS poster examples and templates. May we have in-person poster session soon!

VEQ_S

qlora

QLoRA: Efficient Finetuning of Quantized LLMs

VEQ

SubgraphMatching

In-Memory Subgraph Matching: An In-depth Study by Dr. Shixuan Sun and Prof. Qiong Luo

ContinuousSubgraphMatching

Source code and datasets of "An In-Depth Study of Continuous Subgraph Matching", accepted by VLDB'22 - By Xibo Sun, Dr. Shixuan Sun, Prof. Qiong Luo, and Prof. Bingsheng He

llm.c

LLM training in simple, raw C/CUDA

LLMSys-PaperList

Large Language Model (LLM) Systems Paper List

streaming-llm

[ICLR 2024] Efficient Streaming Language Models with Attention Sinks

flash-attention

Fast and memory-efficient exact attention

llm-action

本项目旨在分享大模型相关技术原理以及实战经验（大模型工程化、大模型应用落地）

Megatron-LM

Ongoing research training transformer models at scale

llama.cpp

LLM inference in C/C++

vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

Literatures-on-GNN-Acceleration

A reading list for deep graph learning acceleration.

VEND

Vertex Encoding for Edge Nonexistence Determination

openrl

Unified Reinforcement Learning Framework

xuance

XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library

ReSTE

(ICCV 2023) Official implementation of Rectified Straight Through Estimator (ReSTE).

graphchi-cpp

GraphChi's C++ version. Big Data - small machine.

optimizing-subgraph-queries-combining-binary-and-worst-case-optimal-joins

Code for the paper titled "Optimizing Subgraph Queries by Combining Binary and Worst-Case Optimal Joins". VLDB'19

TinyML

一个很精简的C++ 机器学习库