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bert-finetuned-finance_ner
shrimp1106/bert-finetuned-finance_ner
bert-finetuned-finance_ner is a machine learning model from shrimp1106. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
This model is a fine-tuned version of shrimp1106/bert-finetuned-ner-accelerate on a custom financial NER dataset with the following labels: ['O', 'B-PER', 'I-PER', 'B-LOC', 'I-LOC', 'B-ORG', 'I-ORG', 'B-MISC', 'I-MISC']
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At a glance
- Model type
- bert
- Access
- Public
- Created
- Jun 3, 2025
- Updated
- Jun 3, 2025
- SHA
- 38e39ae5
Model card
From the Hugging Face model README
Model Card
Model Description
This model is a fine-tuned version of shrimp1106/bert-finetuned-ner-accelerate on a custom financial NER dataset with the following labels:
['O', 'B-PER', 'I-PER', 'B-LOC', 'I-LOC', 'B-ORG', 'I-ORG', 'B-MISC', 'I-MISC']
Intended Use
This model is intended for Named Entity Recognition (NER) tasks.
Training
- Base model:
shrimp1106/bert-finetuned-ner-accelerate - Epochs: 3
- Batch size: 8
- Optimizer: AdamW
- Learning rate scheduler: linear
Metrics on test set
- Precision: 0.8543
- Recall: 0.7631
- F1 score: 0.8061
- Accuracy: 0.9768
License
CC-BY-4.0 or same as base model (shrimp1106/bert-finetuned-ner-accelerate)
- Type
- bert
- Created
- Jun 3, 2025
- Updated
- Jun 3, 2025