FedML-AI/FedNLP

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Created almost 4 years ago
Updated over 2 years ago

FedML-AI

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FedNLP: An Industry and Research Integrated Platform for Federated Learning in Natural Language Processing, Backed by FedML, Inc. The Previous Research Version is Accepted to NAACL 2022

FedNLP has been migrated to https://github.com/FedML-AI/FedML/tree/master/python/app/fednlp

FedML

FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, TensorOpera AI (https://TensorOpera.ai) is your generative AI platform at scale.

Python

4,162

FedGraphNN

FedGraphNN: A Federated Learning Platform for Graph Neural Networks with MLOps Support. The previous research version is accepted to ICLR'2021 - DPML and MLSys'21 - GNNSys workshops.

178

FedCV

FedCV: An Industrial-grade Federated Learning Framework for Diverse Computer Vision Tasks

FedIoT

Federated Learning for Internet of Things: A Federated Learning Framework for On-device Anomaly Data Detection, backed by FedML, Inc.

SpreadGNN

SpreadGNN: Serverless Multi-Task Learning Framework for Graph Neural Networks. Accepted to AAAI22.

Python

FedML-IoT

FedML-IoT: Federated Learning on IoT Devices (supported by FedML framework)

Python

FedML-Mobile

FedML-Mobile: Federated Learning Research Library for Android and iOS Smartphones (supported by FedML framework)

Java

FedML-docs

Documentation of FedML.

HTML

FedML-Server

FedML-Server: Federated Learning Server for FedML-IoT and FedML-Mobile

Python

fedml-ai.github.io

Homepage of FedML: http://fedml.ai

HTML

FedML_Quick_Start

Python

llm-finetune

Python

fedml_edge_deployment

Shell

LightSecAgg

Python

FedML-AI/FedNLP

FedML-AI

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