Suyeon Lee (sylee0506)

sylee0506

Geek Repo

Company:GeorgiaTech, CS, @GTkernel / @lass-lab

Location:Atlanta, GA, USA

Home Page:https://sites.google.com/view/sylee0506

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Suyeon Lee's starred repositories

bert

TensorFlow code and pre-trained models for BERT

Language:PythonLicense:Apache-2.0Stargazers:37568Issues:997Issues:1142

vllm

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

Language:PythonLicense:Apache-2.0Stargazers:23902Issues:218Issues:3680

linux-network-performance-parameters

Learn where some of the network sysctl variables fit into the Linux/Kernel network flow. Translations: 🇷🇺

pcm

Intel® Performance Counter Monitor (Intel® PCM)

Language:C++License:BSD-3-ClauseStargazers:2685Issues:93Issues:267

evadb

Database system for AI-powered apps

Language:PythonLicense:Apache-2.0Stargazers:2615Issues:27Issues:301

Awesome-LLM-Inference

đź“–A curated list of Awesome LLM Inference Paper with codes, TensorRT-LLM, vLLM, streaming-llm, AWQ, SmoothQuant, WINT8/4, Continuous Batching, FlashAttention, PagedAttention etc.

DeepSpeed-MII

MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.

Language:PythonLicense:Apache-2.0Stargazers:1792Issues:41Issues:290

ebpf-beginners

The beginner's guide to eBPF

Language:PythonLicense:Apache-2.0Stargazers:1587Issues:26Issues:3

ramulator

A Fast and Extensible DRAM Simulator, with built-in support for modeling many different DRAM technologies including DDRx, LPDDRx, GDDRx, WIOx, HBMx, and various academic proposals. Described in the IEEE CAL 2015 paper by Kim et al. at http://users.ece.cmu.edu/~omutlu/pub/ramulator_dram_simulator-ieee-cal15.pdf

Language:C++License:MITStargazers:543Issues:62Issues:98

LLMSys-PaperList

Large Language Model (LLM) Systems Paper List

TheArtofHPC_pdfs

All pdfs of Victor Eijkhout's Art of HPC books and courses

booksim2

BookSim 2.0

Language:C++License:NOASSERTIONStargazers:250Issues:28Issues:28

DistServe

Disaggregated serving system for Large Language Models (LLMs).

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:208Issues:4Issues:15

serverless-store-demo

A web e-commerce demo app showcasing serverless capabilities of Google Cloud Platform.

Language:PythonLicense:Apache-2.0Stargazers:182Issues:15Issues:8

awesome-vector-database

A curated list of awesome works related to high dimensional structure/vector search & database

airavata

A general purpose Distributed Systems Framework

Language:JavaLicense:Apache-2.0Stargazers:108Issues:28Issues:0

DML

Intel® Data Mover Library (Intel® DML)

Language:C++License:MITStargazers:81Issues:13Issues:33

llumnix

Efficient and easy multi-instance LLM serving

Language:PythonLicense:Apache-2.0Stargazers:68Issues:0Issues:0

llm-scheduling-artifact

Artifact of OSDI '24 paper, ”Llumnix: Dynamic Scheduling for Large Language Model Serving“

Language:PythonLicense:Apache-2.0Stargazers:46Issues:4Issues:1

Krill

An efficient concurrent graph processing system

Language:C++License:NOASSERTIONStargazers:46Issues:2Issues:0

traindb

ML model-based approximate query processing engine

Language:JavaLicense:Apache-2.0Stargazers:44Issues:5Issues:31

traindb-model

ML model library for TrainDB

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:38Issues:3Issues:4

OpenFAM

OpenFAM Reference Implementation

Language:C++License:NOASSERTIONStargazers:25Issues:8Issues:119

quantumComputing

Updated and most comprehensive Repository On Quantum Computing Resources. It contains all the material I use for my research on Quantum Computing for Both Theories and Codes - I update it regularly.

Language:Jupyter NotebookStargazers:21Issues:3Issues:0

DTO

A user level library for applications to transparently use Intel DSA.

Language:CLicense:MITStargazers:18Issues:6Issues:4

cache-coherence-protocol-bench

Benchmarking code for evaluating the cost of cache coherence protocols implemented on different platforms

Language:C++License:MITStargazers:13Issues:3Issues:0
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sonuma-vm

Scale-Out NUMA software development platform

Language:CLicense:NOASSERTIONStargazers:4Issues:4Issues:0
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