kaantureyyen
commited on
Create README.md
Browse files
README.md
ADDED
@@ -0,0 +1,23 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
datasets:
|
3 |
+
- benayas/snips
|
4 |
+
language:
|
5 |
+
- en
|
6 |
+
base_model:
|
7 |
+
- microsoft/deberta-v3-small
|
8 |
+
pipeline_tag: text-classification
|
9 |
+
---
|
10 |
+
DeBERTaV3 (small) finetuned on the SNIPS dataset for intent classification with 5 epochs:
|
11 |
+
|
12 |
+
```json
|
13 |
+
{
|
14 |
+
"epoch": 5.0,
|
15 |
+
"eval_accuracy": 0.9299145299145299,
|
16 |
+
"eval_f1": 0.9300746034490112,
|
17 |
+
"eval_loss": 0.3602432310581207,
|
18 |
+
"eval_runtime": 41.4693,
|
19 |
+
"eval_samples_per_second": 14.107,
|
20 |
+
"eval_steps_per_second": 3.545,
|
21 |
+
"step": 430
|
22 |
+
}
|
23 |
+
```
|