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mentalbert-multilabel-mental-health
dogancbn/mentalbert-multilabel-mental-health
mentalbert-multilabel-mental-health is a text classification model from dogancbn. Use it when you need a label for a piece of text. The card lists the license as apache-2.0.
This model is a fine-tuned version of mental/mental-bert-base-uncased for multi-label mental health risk detection.
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At a glance
- Task
- Text Classification
- License
- apache-2.0
- Model type
- bert
- Access
- Public
- Created
- Dec 14, 2025
- Updated
- Dec 17, 2025
- SHA
- 8f00bc7a
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Model card
From the Hugging Face model README
MentalBERT Multi-label Mental Health Classifier
This model is a fine-tuned version of mental/mental-bert-base-uncased
for multi-label mental health risk detection.
Labels
- Depression
- Anxiety
- Suicide Risk
Training
- Multi-label classification
- Focal Loss + LLRD
- Max sequence length: 512
Test Metrics
- Micro F1: 0.806
- Macro F1: 0.786
- Subset Accuracy: 0.707
- Hamming Accuracy: 0.87
- Task
- Text Classification
- Type
- bert
- License
- apache-2.0
- Languages
- en
- Created
- Dec 14, 2025
- Updated
- Dec 17, 2025