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phq9-free-text-scoring
youssef1232/phq9-free-text-scoring
phq9-free-text-scoring is a text classification model from youssef1232. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as mit.
A BERT-based model that predicts PHQ-9 depression severity from free-text responses.
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- mit
- Model type
- bert
- Access
- Public
- Created
- Jul 22, 2026
- Updated
- Jul 22, 2026
- SHA
- 56b2ee86
Try a prompt
Model card
From the Hugging Face model README
PHQ-9 Free Text Scoring
A BERT-based model that predicts PHQ-9 depression severity from free-text responses.
Model Details
- Architecture: BERT
- Task: Text Classification
- Framework: Transformers
- Classes:
- 0: Minimal
- 1: Mild
- 2: Moderate
- 3: Moderately Severe
- 4: Severe
Usage
from transformers import pipeline
classifier = pipeline(
"text-classification",
model="youssef1232/phq9-free-text-scoring"
)
result = classifier("I feel hopeless and have lost interest in everything")
print(result)
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- License
- mit
- Languages
- en
- Created
- Jul 22, 2026
- Updated
- Jul 22, 2026