OpenChat: Advancing Open-source Language Models with Imperfect Data

Fine-tune mistral-7B on 3090s, a100s, h100s

MNBVC(Massive Never-ending BT Vast Chinese corpus)超大规模中文语料集。对标chatGPT训练的40T数据。MNBVC数据集不但包括主流文化，也包括各个小众文化甚至火星文的数据。MNBVC数据集包括新闻、作文、小说、书籍、杂志、论文、台词、帖子、wiki、古诗、歌词、商品介绍、笑话、糗事、聊天记录等一切形式的纯文本中文数据。

BELLE: Be Everyone's Large Language model Engine（开源中文对话大模型）

Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）

Google Research

PyTorch implementation of Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy

[VLDB'22] Anomaly Detection using Transformers, self-conditioning and adversarial training.

An index of algorithms for learning causality with data

A collection of datasets of ML problem solving

盘点近年来的数据泄露、供应链污染事件

Trusted side of the TEE

State of the Art Natural Language Processing

Apache Teaclave (incubating) is an open source universal secure computing platform, making computation on privacy-sensitive data safe and simple.

A fast, portable, and easy to use Oblivious Transfer Library

An encrypted data analytics platform

2key-ratchet is an implementation of a Double Ratchet protocol and X3DH in TypeScript utilizing WebCrypto.

Repository of yara rules

Repository for the SCALE-MAMBA MPC system

FedGroup, A Clustered Federated Learning framework based on Tensorflow

Secure CNN Inference for Malicious Clients

Fedlearn支持前沿算法研发的Python工具库 | Fedlearn algorithm toolkit for researchers

Relational query compiler for MPC

JavaScript library for building web-based applications that employ secure multi-party computation (MPC).

DSARF: Deep Switching Auto-Regressive Factorization: Application to Time Series Forecasting (AAAI2021)

Metis is a learnware platform in the field of AIOps.

Code for the paper: Separate but TOGETHER: UNSUPERVISED FEDERATED LEARNING FOR SPEECH ENHANCEMENT FROM NON-IID DATA