Open Source
FedML
FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning.
Our verdict
We have not reviewed FedML yet
No one at Enterprise DNA has checked this listing against its sources. The description comes from public listings gathered automatically. Any fact below shows where it came from and when it was last checked.
From the listing
About FedML
FedML is an open-source Python library for large-scale distributed training, model serving, and federated learning. It includes FedML Launch, a cross-cloud scheduler that runs AI jobs across GPU clouds or on-premise clusters. The library forms the foundation of the commercial TensorOpera AI platform.
Best for
ML engineers and researchers who need a unified framework for distributed training, serving, or federated learning across multiple cloud and on-premises environments
Use cases
- Distributing training of large neural networks across multiple GPUs or nodes
- Deploying models with low-latency serving across cloud and edge infrastructure
- Running federated learning experiments with data distributed across silos
Notes
4,045 stars on GitHub. Last updated 2025-10-28. Licensed Apache-2.0.
Pros
- Covers a broad range of ML workloads (training, serving, federated learning) in one library
- Cross-cloud scheduler reduces vendor lock-in for infrastructure
- Active open-source community with over 4,000 GitHub stars
Cons
- Steep learning curve due to the complexity of distributed and federated setups
- Documentation and examples may lag behind the rapid pace of development
- Some advanced features require the commercial TensorOpera platform
Key facts
What we have checked
- Latest version
- 0.8.9 (released 28 Oct 2023)
- GitHub stars
- 4,064
Each value shows when we last confirmed it and where it came from. Values we have not confirmed are left out, never guessed.
Stars and usage
How FedML is growing
4,045 to 4,064
Sources
Where this comes from
- GitHubOfficial
- github api via nightly crawl, recovered from git history 20e874270887c1008f860ee0198e461a23c9e438Registry
A source shows what was published when we checked it. It does not certify security, performance or a working installation. Read our method.
Changelog
What changed
Released 0.8.9
Released 0.8.7
Released 0.8.4
Released 0.8.3
Released 0.8.2
Released 0.8.0
Released fedml_v0.6_before_fundraising
Pairs with
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