Commit
•
32dec42
1
Parent(s):
e2de6f0
update model card README.md
Browse files
README.md
CHANGED
@@ -16,9 +16,9 @@ should probably proofread and complete it, then remove this comment. -->
|
|
16 |
|
17 |
This model is a fine-tuned version of [indolem/indobert-base-uncased](https://huggingface.co/indolem/indobert-base-uncased) on the None dataset.
|
18 |
It achieves the following results on the evaluation set:
|
19 |
-
- Loss: 1.
|
20 |
-
- Exact Match: 64.
|
21 |
-
- F1:
|
22 |
|
23 |
## Model description
|
24 |
|
@@ -51,26 +51,26 @@ The following hyperparameters were used during training:
|
|
51 |
|
52 |
| Training Loss | Epoch | Step | Validation Loss | Exact Match | F1 |
|
53 |
|:-------------:|:-----:|:----:|:---------------:|:-----------:|:-------:|
|
54 |
-
| 6.
|
55 |
-
| 3.
|
56 |
-
| 2.
|
57 |
-
| 2.
|
58 |
-
|
|
59 |
-
| 1.
|
60 |
-
| 1.
|
61 |
-
| 1.
|
62 |
-
| 1.
|
63 |
-
| 1.
|
64 |
-
| 1.
|
65 |
-
| 1.
|
66 |
-
| 1.
|
67 |
-
| 1.
|
68 |
-
| 1.
|
69 |
-
| 1.
|
70 |
-
|
|
71 |
-
|
|
72 |
-
| 0.
|
73 |
-
| 0.
|
74 |
|
75 |
|
76 |
### Framework versions
|
|
|
16 |
|
17 |
This model is a fine-tuned version of [indolem/indobert-base-uncased](https://huggingface.co/indolem/indobert-base-uncased) on the None dataset.
|
18 |
It achieves the following results on the evaluation set:
|
19 |
+
- Loss: 1.0942
|
20 |
+
- Exact Match: 64.3979
|
21 |
+
- F1: 69.8535
|
22 |
|
23 |
## Model description
|
24 |
|
|
|
51 |
|
52 |
| Training Loss | Epoch | Step | Validation Loss | Exact Match | F1 |
|
53 |
|:-------------:|:-----:|:----:|:---------------:|:-----------:|:-------:|
|
54 |
+
| 6.1478 | 0.49 | 36 | 2.4099 | 49.8691 | 49.8691 |
|
55 |
+
| 3.581 | 0.98 | 72 | 1.9550 | 49.8691 | 49.8691 |
|
56 |
+
| 2.195 | 1.48 | 108 | 1.8446 | 49.3455 | 49.8564 |
|
57 |
+
| 2.195 | 1.97 | 144 | 1.7512 | 49.4764 | 51.2613 |
|
58 |
+
| 2.0071 | 2.46 | 180 | 1.6324 | 49.6073 | 52.3994 |
|
59 |
+
| 1.8105 | 2.95 | 216 | 1.5278 | 52.7487 | 55.8533 |
|
60 |
+
| 1.6668 | 3.45 | 252 | 1.3938 | 56.6754 | 60.5142 |
|
61 |
+
| 1.6668 | 3.94 | 288 | 1.3243 | 56.9372 | 62.8755 |
|
62 |
+
| 1.4715 | 4.44 | 324 | 1.2475 | 60.6021 | 66.5376 |
|
63 |
+
| 1.3112 | 4.93 | 360 | 1.2257 | 59.4241 | 65.0059 |
|
64 |
+
| 1.3112 | 5.42 | 396 | 1.1793 | 60.9948 | 66.2895 |
|
65 |
+
| 1.2443 | 5.91 | 432 | 1.1485 | 63.4817 | 69.0854 |
|
66 |
+
| 1.1586 | 6.41 | 468 | 1.1178 | 64.1361 | 69.5844 |
|
67 |
+
| 1.0895 | 6.9 | 504 | 1.1404 | 63.0890 | 68.6016 |
|
68 |
+
| 1.0895 | 7.4 | 540 | 1.0862 | 65.7068 | 70.8093 |
|
69 |
+
| 1.054 | 7.89 | 576 | 1.0959 | 64.7906 | 70.2001 |
|
70 |
+
| 1.0231 | 8.38 | 612 | 1.1036 | 64.3979 | 69.7053 |
|
71 |
+
| 1.0231 | 8.87 | 648 | 1.0698 | 65.8377 | 71.1488 |
|
72 |
+
| 0.9985 | 9.37 | 684 | 1.0777 | 66.0995 | 71.3149 |
|
73 |
+
| 0.9736 | 9.86 | 720 | 1.0942 | 64.3979 | 69.8535 |
|
74 |
|
75 |
|
76 |
### Framework versions
|