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

The Maintenance Phase

In this second phase, you try to maintain the high-performance level you achieved in the build phase, preventing regressions.

Auto-Fine-tuning (and Validation Station data in general) pertains strictly to the maintenance phase. The objective of Auto-Fine-tuning is mainly to prevent the ML Model from regressing as data flowing through the process changes.

Important: Data fed back from the human validation using Validation Station should not be used to build a model from scratch. Building a model should be done by preparing training and evaluation datasets in Document Manager.

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