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Control plane vs workload plane in model serving infrastructure

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Colin McGrath

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Control plane vs workload plane

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Transcription
Large language models
Image generation
Compound AI
Embeddings
Text-to-speech

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Platform

Model management
Model performance
Cloud-native infrastructure
Forward deployed engineering

Products

Dedicated deployments
Model APIs
Training

Resources

Blog
Guides
Webinars
Events
Careers
Changelog

Solutions

Transcription
Large language models
Image generation
Compound AI
Embeddings
Text-to-speech

Deployment Options

Baseten Cloud
Self-hosted
Hybrid

Model library

Explore all

Legal

Terms and Conditions
Privacy Policy
Service Level Agreement

all systems normal

© 2025 Baseten

Colin McGrath | Baseten Author

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