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ssiegel95 authored Jan 16, 2025
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# TSFM Inference Services
# TSFM Finetuning Image

The TSFM Finetuning Services component provides a runtime for finetuning existing models.
The TSFM Finetuning image provides a runtime for finetuning existing models.
At present we do not support direct service endpoints, the assumption is that
the main `ftmain.py` will serve as the entry point for orchestrated finetuning
workflows initiated from 3rd-party frameworks. The current implementation includes
an example of using the kubeflow training operator and its API for performing
workflows initiated from 3rd-party frameworks.
The current implementation includes an example of using the [kubeflow
training operator (KFTO)](https://github.com/kubeflow/training-operator) and its API for performing
a finetuneing job on a kubernetes-based system.

## Prerequisites:
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