TensorOpera (Formerly FEDML)
TensorOpera - Your Generative AI Platform at Scale
United States of America
Pinned Repositories
FedCV
FedCV: An Industrial-grade Federated Learning Framework for Diverse Computer Vision Tasks
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.
FedIoT
Federated Learning for Internet of Things: A Federated Learning Framework for On-device Anomaly Data Detection, backed by FedML, Inc.
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.
FedML-Mobile
FedML-Mobile: Federated Learning Research Library for Android and iOS Smartphones (supported by FedML framework)
FedML_Quick_Start
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
llm-finetune
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
SpreadGNN
SpreadGNN: Serverless Multi-Task Learning Framework for Graph Neural Networks. Accepted to AAAI22.
TensorOpera (Formerly FEDML)'s Repositories
FedML-AI/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.
FedML-AI/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
FedML-AI/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.
FedML-AI/FedCV
FedCV: An Industrial-grade Federated Learning Framework for Diverse Computer Vision Tasks
FedML-AI/SpreadGNN
SpreadGNN: Serverless Multi-Task Learning Framework for Graph Neural Networks. Accepted to AAAI22.
FedML-AI/FedIoT
Federated Learning for Internet of Things: A Federated Learning Framework for On-device Anomaly Data Detection, backed by FedML, Inc.
FedML-AI/FedML-Mobile
FedML-Mobile: Federated Learning Research Library for Android and iOS Smartphones (supported by FedML framework)
FedML-AI/FedML_Quick_Start
FedML-AI/llm-finetune
FedML-AI/lorax
Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs
FedML-AI/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
FedML-AI/.github
FedML-AI/doc.fedml.ai
FedML-AI/Shadow
Android Plugin Framework
FedML-AI/FedML-Doc
FedML-AI/MindAlpha
FedML-AI/Model-Card-Example
FedML-AI/openai_trtllm
OpenAI compatible API for TensorRT LLM triton backend
FedML-AI/pytorch
FedML customizes PyTorch to support on-device training (e.g., Android, iOS, IoTs)