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BERT-Banking77-OpenIntentClassification
KaiquanMah/BERT-Banking77-OpenIntentClassification
BERT-Banking77-OpenIntentClassification is a machine learning model from KaiquanMah. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
This is a BERT model finetuned on the PolyAI/banking77 dataset.
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At a glance
- License
- mit
- Model type
- bert
- Access
- Public
- Created
- Aug 10, 2025
- Updated
- Aug 11, 2025
- SHA
- daadcabb
Base models
Datasets
Model card
From the Hugging Face model README
BERT finetuned on Banking 77 Open Intent Classification Dataset
This is a BERT model finetuned on the PolyAI/banking77 dataset.
Training Configuration
- PRETRAINED_MODEL_NAME = "bert-base-uncased"
- BATCH_SIZE = 128
- LR_PRETRAIN = 2e-5
- EPOCHS_PRETRAIN = 20
- DEVICE = torch.device("cuda:0" if torch.cuda.is_available() else "cpu")
- MAX_LEN = 128, to truncate long sequences down to 128 tokens, or pad short sequences up to 128 tokens
- Type
- bert
- License
- mit
- Languages
- en
- Created
- Aug 10, 2025
- Updated
- Aug 11, 2025