Repositories list

• FedML

  Public
  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.

  machine-learningdeep-learninginference-engine+ 8model-deploymentmodel-servingdistributed-trainingfederated-learningmlopsedge-aiai-agent+ 1

  Python

  •

  Apache License 2.0

  •788•4.2k•119•22•Updated Nov 11, 2024Nov 11, 2024

• doc.fedml.ai

  Public
  Shell

  •4•0•4•3•Updated Oct 10, 2024Oct 10, 2024

• openai_trtllm

  Public
  OpenAI compatible API for TensorRT LLM triton backend

  Rust

  •

  MIT License

  •25•0•0•0•Updated Jul 24, 2024Jul 24, 2024

• FedCV

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

  computer-visionmedical-imagingimage-segmentation+ 3federated-learningimage-classifiationobject-detection

  23•66•6•2•Updated Jun 25, 2024Jun 25, 2024

• lorax

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

  Python

  •

  Apache License 2.0

  •143•1•0•0•Updated Jun 15, 2024Jun 15, 2024

• Model-Card-Example

  Public
  Python

  •0•0•0•0•Updated Jun 7, 2024Jun 7, 2024

• .github

  Public
  0•0•0•0•Updated May 10, 2024May 10, 2024

• llm-finetune

  Public archive
  Python

  •

  Apache License 2.0

  •0•2•0•0•Updated Dec 29, 2023Dec 29, 2023

• FedGraphNN

  Public
  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.

  deep-learningtensorflowpytorch+ 7gnnsfederated-learningdistributed-learningfederated-learning-frameworkfedmlmachine-learninggraph-neural-networks

  42•180•6•1•Updated Dec 19, 2023Dec 19, 2023

• MindAlpha

  Public
  C++

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  Apache License 2.0

  •9•0•0•0•Updated Dec 16, 2023Dec 16, 2023

• FedML-Doc

  Public
  JavaScript

  •0•0•0•0•Updated Jun 21, 2023Jun 21, 2023

• FedML_Quick_Start

  Public
  Python

  •1•4•0•1•Updated Nov 27, 2022Nov 27, 2022

• SpreadGNN

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

  Python

  •8•44•2•0•Updated Aug 24, 2022Aug 24, 2022

• FedIoT

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

  raspberry-piiotcybersecurity+ 6autoencoderiot-applicationmachine-learningpytorchanomaly-detectionfederated-learning

  16•45•2•0•Updated Aug 1, 2022Aug 1, 2022

• FedNLP

  Public
  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

  federated-learningnlpmachine-learning+ 1natural-language-processing

  46•224•15•1•Updated Aug 1, 2022Aug 1, 2022

• MNN

  Public
  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

  C++

  •1.7k•1•0•0•Updated Jul 11, 2022Jul 11, 2022

• pytorch

  Public
  FedML customizes PyTorch to support on-device training (e.g., Android, iOS, IoTs)

  C++

  •

  Other

  •23k•0•0•0•Updated Jul 7, 2022Jul 7, 2022

• FedML-Mobile

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

  Java

  •8•22•4•0•Updated Jul 2, 2022Jul 2, 2022

• Shadow

  Public
  Android Plugin Framework

  Java

  •

  BSD 3-Clause "New" or "Revised" License

  •1.3k•0•0•0•Updated May 22, 2022May 22, 2022