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.
Supports heterogeneous training across decentralized GPUs, multi-cloud, edge servers, and mobile devices through a unified compute abstraction layer. Built-in federated learning primitives enable on-device training on smartphones while coordinating with cloud clusters. Integrates with popular foundational models and LLMs, providing end-to-end orchestration from data preparation through model serving via TensorOpera Deploy.
4,010 stars and 3,550 monthly downloads. Available on PyPI.
Stars
4,010
Forks
764
Language
Python
License
Apache-2.0
Category
Last pushed
Oct 28, 2025
Monthly downloads
3,550
Commits (30d)
0
Dependencies
50
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