wizard1203

VHL

ICML2022: Virtual Homogeneity Learning: Defending against Data Heterogeneity in Federated Learning

GossipFL

FedML

(PyTorch > 1.0) A Research-Oriented Federated Learning Library. Supporting distributed computing, mobile/IoT on-device training, and standalone simulation

Good_Transfer

zhtang_web

awesome-decentralized-llm

Collection of LLM resources that can be used to build products you can "own" or to perform reproducible research.

baby-llama2-chinese

用于从头预训练+SFT一个小参数量的中文LLaMa2的仓库；24G单卡即可运行得到一个具备简单中文问答能力的chat-llama2.

BMCook

Model Compression for Big Models

BudgetCL

Code for CVPR paper: Computationally Budgeted Continual Learning: What Does Matter?

cifar10-fast-simple

Train CIFAR10 to 94% accuracy in a few minutes/seconds. Based on https://github.com/davidcpage/cifar10-fast

DenoisingDiffusionProbabilityModel-ddpm-

This may be the simplest implement of DDPM. You can directly run Main.py to train the UNet on CIFAR-10 dataset and see the amazing process of denoising.

dlbench_dvfs

DT-FM

EMP-SSL

This repository contains the implementation for the paper "EMP-SSL: Towards Self-Supervised Learning in One Training Epoch."

FederatedScope

An easy-to-use federated learning platform

FedImpro

FedScale

FedScale is a scalable and extensible open-source federated learning (FL) platform.

flower

Flower - A Friendly Federated Learning Framework

GBLM-Pruner

Are gradient information useful for pruning of LLMs?

gpt-fast

Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

hlb-CIFAR10

Train to 94% on CIFAR-10 in less than 10 seconds on a single A100, the current world record. Or ~95.77% in ~188 seconds.

LLM-RLHF-Tuning

LLM Tuning with PEFT (SFT+RM+PPO with LoRA)

LotteryFL

LotteryFL: Empower Edge Intelligence with Personalized and Communication-Efficient Federated Learning (2021 IEEE/ACM Symposium on Edge Computing)

MiniGPT-4

Open-sourced codes for MiniGPT-4 and MiniGPT-v2

msrflute

Federated Learning Utilities and Tools for Experimentation

Robust_FL

rome

Locating and editing factual associations in GPT (NeurIPS 2022)

SciencePlots

Matplotlib styles for scientific plotting

Time-Series-Library

A Library for Advanced Deep Time Series Models.

wizard1203.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes