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STRIDE-lab/scibert-study-conclusion-20251005
scibert-study-conclusion-20251005 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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From the Hugging Face model README
Fine-tuned model from the PsyNamic project.
allenai/scibert_scivocab_uncased
Study Conclusion
{
"mode": "train",
"data": "<private_dataset>",
"task": "Study Conclusion",
"model": "scibert",
"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",
"max_length": 512,
"load": null,
"outfile": null,
"threshold": 0.5,
"is_multilabel": false
}