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fine_tune_bert_crf
jacky20484096/fine_tune_bert_crf
fine_tune_bert_crf is a machine learning model from jacky20484096. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as mit.
This model is a fine-tuned version of bert-base-cased on the conll2003 dataset with a additional CRF. It achieves the following results on the evaluation set: F1: 0.95 Precision: 0.95 Recall: 0.95
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At a glance
- Library
- transformers
- License
- mit
- Model type
- bert
- Access
- Public
- Created
- Apr 23, 2025
- Updated
- Apr 23, 2025
- SHA
- 399eddc8
Base models
Datasets
Model card
From the Hugging Face model README
This model is a fine-tuned version of bert-base-cased on the conll2003 dataset with a additional CRF. It achieves the following results on the evaluation set:
- F1: 0.95
- Precision: 0.95
- Recall: 0.95
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 2e-05
- train_batch_size: 8
- eval_batch_size: 8
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 5
- Library
- transformers
- Type
- bert
- License
- mit
- Languages
- en
- Created
- Apr 23, 2025
- Updated
- Apr 23, 2025