File size: 605 Bytes
eb31222
 
 
 
 
 
b191b8c
 
 
 
eb31222
 
95a2873
 
 
 
 
 
 
 
 
 
edf30b0
95a2873
d0cfcfe
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
---
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 | 5e-5                 |
| lr scheduler  | linear               |
| weight decay  | 0                    |

Model has next metrics on test data from dataset

| metric   | value |
|----------|-------|
| accuracy | 0.985 |
| Macro F1 | 0.983 |
| Micro F1 | 0.985 |