youssef1232/phq9-free-text-scoring

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)