update model card README.md
Browse files
README.md
CHANGED
@@ -22,7 +22,7 @@ model-index:
|
|
22 |
metrics:
|
23 |
- name: Accuracy
|
24 |
type: accuracy
|
25 |
-
value: 0.
|
26 |
---
|
27 |
|
28 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
@@ -32,8 +32,8 @@ should probably proofread and complete it, then remove this comment. -->
|
|
32 |
|
33 |
This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the clinc_oos dataset.
|
34 |
It achieves the following results on the evaluation set:
|
35 |
-
- Loss:
|
36 |
-
- Accuracy: 0.
|
37 |
|
38 |
## Model description
|
39 |
|
@@ -65,10 +65,10 @@ The following hyperparameters were used during training:
|
|
65 |
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|
66 |
|:-------------:|:-----:|:----:|:---------------:|:--------:|
|
67 |
| 4.2879 | 1.0 | 318 | 3.2751 | 0.7248 |
|
68 |
-
| 2.
|
69 |
-
| 1.
|
70 |
-
|
|
71 |
-
| 0.
|
72 |
|
73 |
|
74 |
### Framework versions
|
|
|
22 |
metrics:
|
23 |
- name: Accuracy
|
24 |
type: accuracy
|
25 |
+
value: 0.9174193548387096
|
26 |
---
|
27 |
|
28 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
|
|
32 |
|
33 |
This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the clinc_oos dataset.
|
34 |
It achieves the following results on the evaluation set:
|
35 |
+
- Loss: 0.7668
|
36 |
+
- Accuracy: 0.9174
|
37 |
|
38 |
## Model description
|
39 |
|
|
|
65 |
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|
66 |
|:-------------:|:-----:|:----:|:---------------:|:--------:|
|
67 |
| 4.2879 | 1.0 | 318 | 3.2751 | 0.7248 |
|
68 |
+
| 2.6115 | 2.0 | 636 | 1.8613 | 0.8374 |
|
69 |
+
| 1.5334 | 3.0 | 954 | 1.1454 | 0.8981 |
|
70 |
+
| 0.9992 | 4.0 | 1272 | 0.8480 | 0.9132 |
|
71 |
+
| 0.7856 | 5.0 | 1590 | 0.7668 | 0.9174 |
|
72 |
|
73 |
|
74 |
### Framework versions
|