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RE-SciBERT-finetuned-chemProt
rima-imane/RE-SciBERT-finetuned-chemProt
RE-SciBERT-finetuned-chemProt is a text classification model from rima-imane. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as cc-by-4.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- cc-by-4.0
- Model type
- bert
- Access
- Public
- Created
- Jun 24, 2024
- Updated
- Jun 28, 2024
- SHA
- deccff2a
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Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
RE-SciBERT-finetuned-chemProt
This model is a fine-tuned version of allenai/scibert_scivocab_uncased on an CHEMPROT dataset.
Intended Use
This model is designed for relation extraction tasks within the biomedical domain, particularly focusing on chemical-protein interactions.
Usage
Ideal for text classification and extraction in biomedical research and applications involving chemical and protein interactions.
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 2e-05
- train_batch_size: 3
- eval_batch_size: 3
- weight_decay: 0.01
- num_epochs: 2
Framework versions
Transformers 4.46.0
Tokenizers 1.0.0
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- License
- cc-by-4.0
- Created
- Jun 24, 2024
- Updated
- Jun 28, 2024