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bert-dnd-intents
neurae/bert-dnd-intents
bert-dnd-intents is a text classification model from neurae. 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.
This is bert base tuned with optimal lr, lr scheduler and weight decay on dnd-style-intents dataset.
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From the Hugging Face model README
This is bert base tuned with optimal lr, lr scheduler and weight decay on dnd-style-intents dataset.
| parametrs | value |
|---|---|
| learning rate | 1.3e-4 |
| lr scheduler | constant |
| weight decay | 7e-2 |
Model has next metrics on test data from dataset
| metric | value |
|---|---|
| accuracy | 0.978 |
| Macro F1 | 0.977 |
| Micro F1 | 0.978 |
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- License
- apache-2.0
- Languages
- en
- Created
- May 16, 2023
- Updated
- Jul 22, 2023