---
datasets:
- neurae/dnd_style_intents
language:
- en
pipeline_tag: text-classification
license: apache-2.0
metrics:
- accuracy
- f1
---

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 |