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electra-dnd-intents
neurae/electra-dnd-intents
electra-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 electra base tuned with optimal lr, lr scheduler and weight decay on dnd-style-intents dataset.
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- electra
- Access
- Public
- Created
- May 16, 2023
- Updated
- Jul 16, 2023
- SHA
- 76244ff1
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Datasets
Model card
From the Hugging Face model README
This is electra base tuned with optimal lr, lr scheduler and weight decay on dnd-style-intents dataset.
| parametrs | value |
|---|---|
| learning rate | 6.6e-5 |
| lr scheduler | cosine with restarts |
| weight decay | 0 |
Model has next metrics on test data from dataset
| metric | value |
|---|---|
| accuracy | 0.978 |
| Macro F1 | 0.976 |
| Micro F1 | 0.978 |
- Task
- Text Classification
- Library
- transformers
- Type
- electra
- License
- apache-2.0
- Languages
- en
- Created
- May 16, 2023
- Updated
- Jul 16, 2023