TensorOpera (Formerly FEDML)

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19 repositories

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-learning deep-learning inference-engine model-deployment model-serving distributed-training federated-learning mlops edge-ai ai-agent
Python
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Apache License 2.0
•790•3.8k•119•25•Updated Jan 15, 2025Jan 15, 2025
doc.fedml.ai
Public
Shell
•4•0•5•3•Updated Jan 3, 2025Jan 3, 2025
openai_trtllm
Public
OpenAI compatible API for TensorRT LLM triton backend
Rust
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MIT License
•27•0•0•0•Updated Jul 24, 2024Jul 24, 2024
FedCV
Public
FedCV: An Industrial-grade Federated Learning Framework for Diverse Computer Vision Tasks
computer-vision medical-imaging image-segmentation federated-learning image-classifiation object-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
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Apache License 2.0
•149•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
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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-learning tensorflow pytorch gnns federated-learning distributed-learning federated-learning-framework fedml machine-learning graph-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•45•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-pi iot cybersecurity autoencoder iot-application machine-learning pytorch anomaly-detection federated-learning
16•44•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-learning nlp machine-learning natural-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++
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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•23•4•0•Updated Jul 2, 2022Jul 2, 2022
Shadow
Public
Android Plugin Framework
Java
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BSD 3-Clause "New" or "Revised" License
•1.3k•0•0•0•Updated May 22, 2022May 22, 2022