TensorOpera (Formerly FEDML)

TensorOpera (Formerly FEDML)'s repositories

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.

Language:PythonApache-2.04228 118 327

FedNLP

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

224 12 35

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.

180 10 14

FedCV

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

66 5 7

SpreadGNN

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

Language:Python45 6 2

FedIoT

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

44 8 4

FedML-Mobile

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

Language:Java23 5 4

FedML_Quick_Start

Language:Python4 20

llm-finetune

Language:PythonApache-2.02 40

lorax

Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs

Language:PythonApache-2.01 10

MNN

MNN customized version for federated learning, developed and maintained by FedML, Inc. (https://fedml.ai); MNN is a blazing fast, lightweight deep learning framework, battle-tested

Language:C++1 10