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stress-detection-distilbert
TheBgGirl/stress-detection-distilbert
stress-detection-distilbert is a text classification model from TheBgGirl. Use it when you need a label for a piece of text. It is set up for transformers.
Binary text classifier for stress detection.
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486
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67M
2.1 GB on disk
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Repo makeup
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.safetensors268 MB · 100%
At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- distilbert
- Access
- Public
- Created
- Mar 12, 2026
- Updated
- Apr 24, 2026
- SHA
- d8b92e7d
Try a prompt
Model card
From the Hugging Face model README
TheBgGirl/stress-detection-distilbert
Binary text classifier for stress detection.
Labels
0:not_stressed1:stressed
Evaluation
- accuracy: 0.9987
- f1: 0.9974
- macro_f1: 0.9983
- macro_precision: 0.9988
- macro_recall: 0.9977
- precision: 0.9991
- recall: 0.9957
- roc_auc: 1.0000
Usage
from transformers import pipeline
classifier = pipeline("text-classification", model="TheBgGirl/stress-detection-distilbert")
classifier("i feel overwhelmed and anxious all the time")
- Task
- Text Classification
- Library
- transformers
- Type
- distilbert
- Created
- Mar 12, 2026
- Updated
- Apr 24, 2026