Ahmed M. A. Sayed's repositories
FedZoo-Bench
FedZoo-Bench: An open source PyTorch libarary for federated learning with implementation of more than 22 algorithms
Awesome-Efficient-LLM
A curated list for Efficient Large Language Models
Awesome-Federated-Learning-on-Graph-and-Tabular-Data
Federated learning on graph and tabular data related papers, frameworks, and datasets.
awesome-large-audio-models
Collection of resources on the applications of Large Language Models (LLMs) in Audio AI.
awesome-sdn
A awesome list about Software Defined Network (SDN)
consul
Consul is a distributed, highly available, and data center aware solution to connect and configure applications across dynamic, distributed infrastructure.
Efficient-LLMs-Survey
Efficient Large Language Models: A Survey
FedCache
This repository is the official Pytorch implementation DEMO of **FedCache**.
fedDCT
FedDCT: A Novel Federated Learning Approach for Training Large Convolutional Neural Networks
FedDebug
FedDebug is a novel testing and debugging technique that localizes faulty clients in Federated Learning.
FederatedGPT-Shepherd
Shepherd: A lightweight, foundational framework enabling federated instruction tuning for large language models
FederatedScope
An easy-to-use federated learning platform
FedNH
Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.
fedstellar
Fedstellar: A Platform for Decentralized Federated Learning
fedzero
Implementation and evaluation of "FedZero: Leveraging Renewable Excess Energy in Federated Learning"
FLASH-RL
FLASH-RL (Federated Learning Addressing System and Static Heterogeneity using Reinforcement Learning) is a novel and effective strategy for client selection in Federated Learning using Reinforcement Learning to address heterogeneity problems.
FlexGen
Running large language models on a single GPU for throughput-oriented scenarios.
frp
Docker Images for Frp. (amd64, arm32v6, arm32v7, arm64v8, i386)
IntroToBigData2023
Materials for the DISCnet Introduction to Big Data Workshop
MultigraphFL
Reducing Training Time in Cross-Silo Federated Learning using Multigraph Topology (ICCV 23)
Pipeleon
An Automated Performance Optimization Framework for P4-Programmable SmartNICs