treble-water

treble-water's Stars

• stanleylsx/llms_tool

  一个基于HuggingFace开发的大语言模型训练、测试工具。支持各模型的webui、终端预测，低参数量及全参数模型训练(预训练、SFT、RM、PPO、DPO)和融合、量化。

  Language:Python20018

• git-cloner/llama2-lora-fine-tuning

  llama2 finetuning with deepspeed and lora

  Language:Python16214

• liamnguyen97/deepspeed_llama2

  Language:Python8

• hiyouga/LLaMA-Factory

  Efficiently Fine-Tune 100+ LLMs in WebUI (ACL 2024)

  Language:Python31.9k3.9k

• liguodongiot/llm-action

  本项目旨在分享大模型相关技术原理以及实战经验。

  Language:HTML9.4k920

• datawhalechina/self-llm

  《开源大模型食用指南》基于Linux环境快速部署开源大模型，更适合**宝宝的部署教程

  Language:Jupyter Notebook8.2k986

• PKU-Alignment/safe-rlhf

  Safe RLHF: Constrained Value Alignment via Safe Reinforcement Learning from Human Feedback

  Language:Python1.3k119

• openai/moderation-api-release

  11423

• dayu11/dp_finetuning_of_llms

  Language:Python5

• ninehills/blog

  Language:Python76770

• RUCAIBox/LLMSurvey

  The official GitHub page for the survey paper "A Survey of Large Language Models".

  Language:Python10.1k798

• data61/python-paillier

  A library for Partially Homomorphic Encryption in Python

  Language:Python599134

• Ye-D/PPML-Resource

  Materials about Privacy-Preserving Machine Learning

  22551

• JLRaisaro/PDCi2b2

  Language:Go81

• Guyanqi/Awesome-Privacy

  Repository for collection of research papers on privacy.

  33555

• kynehc/clone_anonymous_github

  clone/download repositories from https://anonymous.4open.science/

  Language:Python8521

• hharcolezi/ldp-protocols-mobility-cdrs

  Implementation of local differential privacy mechanisms in Python language.

  Language:Jupyter Notebook276

• wenzhu23333/Differential-Privacy-Based-Federated-Learning

  Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shakespeare, mnist, cifar-10 and fashion-mnist. )

  Language:Python33154

• haiphanNJIT/PrivateDeepLearning

  Differential Privacy Preservation in Deep Learning under Model Attacks

  Language:Python13150

• trusthlt/dp-bart-private-rewriting

  DP-BART for Privatized Text Rewriting under Local Differential Privacy

  Language:Python135

• Shubha23/Laplace-and-Exponential-mechanisms-for-privacy

  Applying Laplace and exponential mechanisms to add random noise to data for differential privacy. Plotting MSE vs. epsilon.

  Language:Python2715

• JeffffffFu/Awesome-Differential-Privacy-and-Meachine-Learning

  机器学习和差分隐私的论文笔记和代码仓

  Language:Python29730

• menisadi/awesome-differential-privacy

  list of differential-privacy related resources

  28143

• K-miran/HEAR

  Language:C++285

• oneapi-src/oneDNN

  oneAPI Deep Neural Network Library (oneDNN)

  Language:C++3.6k990

• pytorch/opacus

  Training PyTorch models with differential privacy

  Language:Jupyter Notebook1.7k338

• forestneo/sunPytools

  Useful tools for differential privacy

  Language:Python21453

• zhustrong/pigstrong

  Language:Python3

• uvm-plaid/programming-dp

  Language:Jupyter Notebook28582

• ACH87/HomomorphicEncryptionAndNeuralNetworks

  Final Year project on using homomorphic encryption and neural networks to classify image

  Language:Python2