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

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 |