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  # PsychBERT
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  This domain adapted language model is pretrained from the `bert-base-cased` checkpoint on masked language modeling, using a dataset of ~40,000 PubMed papers in the domain of psychology, psychiatry, mental health, and behavioral health; as well as a dastaset of roughly 200,000 social media conversations about mental health. This work is submitted as an entry for BIBM 2021.
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- **Note**: the widget to the right does not work with Flax models. In order to use the model, please pull it into a Python session as follows:
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  ```
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  from transformers import FlaxAutoModelForMaskedLM, AutoModelForMaskedLM
 
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  # PsychBERT
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  This domain adapted language model is pretrained from the `bert-base-cased` checkpoint on masked language modeling, using a dataset of ~40,000 PubMed papers in the domain of psychology, psychiatry, mental health, and behavioral health; as well as a dastaset of roughly 200,000 social media conversations about mental health. This work is submitted as an entry for BIBM 2021.
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+ **Note**: the token-prediction widget on this page does not work with Flax models. In order to use the model, please pull it into a Python session as follows:
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  ```
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  from transformers import FlaxAutoModelForMaskedLM, AutoModelForMaskedLM