Generally Available: Model fine-tuning support for Kubernetes AI Toolchain Operator (KAITO)

Azure Updates

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Published

Aug 1, 2024

Status

Launched

Timeline

  • August 2024
    General Availability

Product

Azure Kubernetes Service (AKS)

Tag

Open Source

Category

Compute
Containers

Description

With parameter-efficient fine-tuning (PEFT) support, you can now customize pre-trained models from the KAITO repository to your data and use cases directly in your cluster, while maintaining the data compliance rules for your organization. 

Simply choose a target model, select one of the various tuning methods, point to retraining data and where to store fine-tuning results in your KAITO tuning workspace. This allows you to serve your “smarter” model and simplify ML lifecycle management directly from the AKS cluster.

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