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biobert-study-purpose-20250221
STRIDE-lab/biobert-study-purpose-20250221
biobert-study-purpose-20250221 is a text classification model from STRIDE-lab. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as apache-2.0.
Fine-tuned model from the PsyNamic project.
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433 MB on disk
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- bert
- Access
- Public
- Created
- May 30, 2026
- Updated
- Jul 1, 2026
- SHA
- 5d9f0190
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Base models
Model card
From the Hugging Face model README
biobert_study_purpose_20250221
Fine-tuned model from the PsyNamic project.
Base Model
dmis-lab/biobert-v1.1
Task
Study Purpose
Training Parameters
{
"mode": "train",
"data": "<private_dataset>",
"task": "Study Purpose",
"model": "biobert",
"cross_val": false,
"batch_size": 8,
"learning_rate": 5e-05,
"weight_decay": 0.01,
"lr_scheduler": "linear",
"warmup_ratio": 0.1,
"epochs": 30,
"dropout": 0.1,
"early_stopping_patience": 5,
"gradient_clipping": 0.1,
"device": "cuda",
"load": null,
"max_length": 512,
"is_multilabel": true
}
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- License
- apache-2.0
- Languages
- en
- Created
- May 30, 2026
- Updated
- Jul 1, 2026