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Add splits_words

Update style_encoder_train.py

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updated train with sampling

Merge branch 'main' of https://github.com/koninik/DiffusionPen

updated train with sampling

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Add style encoder training file

Add files via upload

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Update word_dataset.py

Update iam_dataset.py