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 a
- Stars
- 4.1k
- Forks
- 770
- Open issues
- 122
- Last push
- 11mo ago
About FedML
FedML is a free, open-source AI inference tool by FedML-AI, written mainly in Python. 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 a. It has 4.1k GitHub stars and 770 forks, and was last updated 11mo ago. It's released under the Apache-2.0 license, a standard open-source license.
- License
- Apache-2.0
- Language
- Python
- Stars
- 4,069
- Last update
- 11mo ago
- Runs on Mac
- Not stated
- GPU
- Not stated
- Paid API key
- Not stated
- Self-hostable
- Not stated
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FedML FAQ
Is FedML free?
Yes. FedML is open source and free to use. It's released under the Apache-2.0 license, a standard open-source license.
Does FedML run on a Mac?
The project doesn't say. Check its installation guide before you start.
Does FedML need a GPU?
The project doesn't state hardware needs. AI models generally run much faster with a GPU.
Is FedML still maintained?
It was last updated 11mo ago. Check recent issues on GitHub to judge how active it is.
What are alternatives to FedML?
Similar free, open-source tools include ray, Made-With-ML, ColossalAI, DeepSpeed.