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Document Understanding User Guide for Modern Experience
Last updated Feb 22, 2024

4. (Optional) Auto-update ML Skills

If you want to automatically deploy the latest version of the ML package which is produced by the automatically scheduled Training Pipelines, you can enable the Auto-update feature on the ML Skill.

Note:

The ML Skill is automatically updated regardless of whether the accuracy score improved over the previous training, so please use this feature with care.

In some cases, it is possible that the overall score improves even if a specific field might regress a little bit. However, that field might be critical for your business process, so auto-updating and auto-retraining, in general, requires careful monitoring in order to be successful.



The Auto-Fine-tuning loop is complete. Now you can automatically retrain your ML Models using data from Validation Station.

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