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Update docs/source/training_guide.rst
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davebulaval authored Oct 6, 2023
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Expand Up @@ -55,7 +55,7 @@ However, there are a couple of points to consider in order to obtain favourable
- **Use a GPU**: this is not required for retraining but it is highly recommended to use a GPU if your device has one in order to speed up the
training process. This can be specified in the :class:`~deepparse.parser.AddressParser` constructor.

Do not forget!
Do Not Forget!
**************

As mentionned above, catastrophic forgetting can happen when fine-tuning machine learning models. This is because the models' internal parameters are
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