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PHQ8-prototype
sasasassaszzd/PHQ8-prototype
PHQ8-prototype is a feature extraction model from sasasassaszzd. Use it when you need embeddings to search or compare text. It is set up for transformers.
This is a custom BERT-based model with an MLP head for PHQ-8 score prediction.
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At a glance
- Task
- Feature Extraction
- Library
- transformers
- Model type
- embedder_with_mlp
- Access
- Public
- Created
- Sep 16, 2025
- Updated
- Sep 25, 2025
- SHA
- 42c6c297
Model card
From the Hugging Face model README
PHQ8 Prototype Model
This is a custom BERT-based model with an MLP head for PHQ-8 score prediction.
How to use
from transformers import AutoTokenizer, AutoModel
tokenizer = AutoTokenizer.from_pretrained("username/PHQ8-prototype")
model = AutoModel.from_pretrained("username/PHQ8-prototype", trust_remote_code=True)
inputs = tokenizer("I feel tired and down.", return_tensors="pt")
outputs = model.inference(**inputs)
print(outputs)
- Task
- Feature Extraction
- Library
- transformers
- Type
- embedder_with_mlp
- Created
- Sep 16, 2025
- Updated
- Sep 25, 2025