pengyuzhang97 Goto Github PK

accident-query-system

adalora

AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning (ICLR 2023).

aijack

Machine Learning is not safe! Let's hijack Artificial Intelligence!

auencoder-and-qmi

autograd-hacks

awesome-pruning

A curated list of neural network pruning resources.

baffle

The official implement of paper "Does Federated Learning Really Need Backpropagation?"

bcd-for-dnns-pytorch

Code for Global Convergence of Block Coordinate Descent in Deep Learning (ICML 2019)

billm

BiLLM: Pushing the Limit of Post-Training Quantization for LLMs

comparison-between-cnn-and-mlp-application-on-fashion-mnist

continual-learning-ogdplus

Code for "Generalisation Guarantees for Continual Learning with Orthogonal Gradient Descent" (ICML 2020 - Lifelong Learning Workshop)

dispfl

[ICML 2022] "DisPFL: Towards Communication-Efficient Personalized Federated learning via Decentralized Sparse Training"

dlg

[NeurIPS 2019] Deep Leakage From Gradients

dynafed

fairdarts

Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search

fastchat

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

fcn.berkeleyvision.org

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.

fed-multimodal

FedMultimodal

fedala

AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning

fedcor

Codes for the paper FedCor: Correlation-Based Active Client Selection Strategy for Heterogeneous Federated Learning

feddc

An implementation for "Federated Learning with Non-IID Data via Local Drift Decoupling and Correction"

feddst

Federated Dynamic Sparse Training

feddyn

fedentropy

federated-learning

A PyTorch Implementation of Federated Learning http://doi.org/10.5281/zenodo.4321561

federatedgpt-shepherd

Shepherd: A lightweight, foundational framework enabling federated instruction tuning for large language models

fedgen

Code and data accompanying the FedGen paper

fedlab

A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.

fednas

FedNAS: Federated Deep Learning via Neural Architecture Search

fedpetuning