Okteto AI provides specialized support for AI model training and testing:
- Provides dynamic GPU allocation, specifying GPU requirements in okteto.yml automatically allocates resources.
- Support for running multiple agents in parallel to test model variants with different hyperparameters
- Automate unit, integration and end-to-end testing to quickly find potential errors
- Provide a test environment that is consistent with the production environment to ensure reliable test results
For example, when training a Transformer model, the platform automatically allocates GPU resources to optimize performance, while multiple model variants can be tested in parallel, significantly improving model development efficiency.
This answer comes from the articleOkteto AI: A Cloud Development Platform for Running Trusted AI AgentsThe
May not be reproduced without permission:AI productivity tools " How does Okteto AI support the training and testing of AI models?
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