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FedML: github.com/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.
https://github.com/FedML-AI/FedML

• Overview
• Issues and Pull Requests 1,356
• Releases 20
• Commits 5,001
• Packages 7
• Advisories 0

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Commit Stats

ai-agent deep-learning distributed-training edge-ai federated-learning inference-engine machine-learning mlops model-deployment model-serving on-device-training

Last synced: 4 days ago
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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.

• Host: GitHub
• URL: https://github.com/FedML-AI/FedML
• Owner: FedML-AI
• License: apache-2.0
• Created: 2020-07-21T22:41:25.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2024-10-24T01:09:43.000Z (3 months ago)
• Last Synced: 2024-10-29T15:04:53.979Z (2 months ago)
• Topics: ai-agent, deep-learning, distributed-training, edge-ai, federated-learning, inference-engine, machine-learning, mlops, model-deployment, model-serving, on-device-training
• Language: Python
• Homepage: https://TensorOpera.ai
• Size: 892 MB
• Stars: 4,170
• Watchers: 118
• Forks: 785
• Open Issues: 140
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md
  • Funding: .github/FUNDING.yml
  • License: LICENSE
  • Code of conduct: CODE_OF_CONDUCT.md
• Funding:
  • Open collective: fedml

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