update model card README.md
Browse files
README.md
CHANGED
@@ -17,8 +17,8 @@ should probably proofread and complete it, then remove this comment. -->
|
|
17 |
|
18 |
This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on an unknown dataset.
|
19 |
It achieves the following results on the evaluation set:
|
20 |
-
- Loss: 0.
|
21 |
-
- Accuracy: 0.
|
22 |
|
23 |
## Model description
|
24 |
|
@@ -50,36 +50,36 @@ The following hyperparameters were used during training:
|
|
50 |
|
51 |
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|
52 |
|:-------------:|:-----:|:----:|:---------------:|:--------:|
|
53 |
-
| No log | 1.0 | 2 | 0.
|
54 |
-
| No log | 2.0 | 4 | 0.
|
55 |
-
| No log | 3.0 | 6 | 0.
|
56 |
-
| No log | 4.0 | 8 | 0.
|
57 |
-
| 0.
|
58 |
-
| 0.
|
59 |
-
| 0.
|
60 |
-
| 0.
|
61 |
-
| 0.
|
62 |
-
| 0.
|
63 |
-
| 0.
|
64 |
-
| 0.
|
65 |
-
| 0.
|
66 |
-
| 0.
|
67 |
-
| 0.
|
68 |
-
| 0.
|
69 |
-
| 0.
|
70 |
-
| 0.
|
71 |
-
| 0.
|
72 |
-
| 0.
|
73 |
-
| 0.
|
74 |
-
| 0.
|
75 |
-
| 0.
|
76 |
-
| 0.
|
77 |
-
| 0.
|
78 |
-
| 0.
|
79 |
-
| 0.
|
80 |
-
| 0.
|
81 |
-
| 0.
|
82 |
-
| 0.
|
83 |
|
84 |
|
85 |
### Framework versions
|
|
|
17 |
|
18 |
This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on an unknown dataset.
|
19 |
It achieves the following results on the evaluation set:
|
20 |
+
- Loss: 0.5572
|
21 |
+
- Accuracy: 0.75
|
22 |
|
23 |
## Model description
|
24 |
|
|
|
50 |
|
51 |
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|
52 |
|:-------------:|:-----:|:----:|:---------------:|:--------:|
|
53 |
+
| No log | 1.0 | 2 | 0.6997 | 0.4375 |
|
54 |
+
| No log | 2.0 | 4 | 0.6973 | 0.4375 |
|
55 |
+
| No log | 3.0 | 6 | 0.6912 | 0.5781 |
|
56 |
+
| No log | 4.0 | 8 | 0.6876 | 0.5 |
|
57 |
+
| 0.6783 | 5.0 | 10 | 0.6843 | 0.5312 |
|
58 |
+
| 0.6783 | 6.0 | 12 | 0.6800 | 0.5781 |
|
59 |
+
| 0.6783 | 7.0 | 14 | 0.6738 | 0.5938 |
|
60 |
+
| 0.6783 | 8.0 | 16 | 0.6662 | 0.6562 |
|
61 |
+
| 0.6783 | 9.0 | 18 | 0.6573 | 0.6562 |
|
62 |
+
| 0.5945 | 10.0 | 20 | 0.6496 | 0.7031 |
|
63 |
+
| 0.5945 | 11.0 | 22 | 0.6427 | 0.7188 |
|
64 |
+
| 0.5945 | 12.0 | 24 | 0.6343 | 0.7188 |
|
65 |
+
| 0.5945 | 13.0 | 26 | 0.6270 | 0.7031 |
|
66 |
+
| 0.5945 | 14.0 | 28 | 0.6218 | 0.6875 |
|
67 |
+
| 0.4805 | 15.0 | 30 | 0.6166 | 0.6875 |
|
68 |
+
| 0.4805 | 16.0 | 32 | 0.6110 | 0.7188 |
|
69 |
+
| 0.4805 | 17.0 | 34 | 0.6046 | 0.7344 |
|
70 |
+
| 0.4805 | 18.0 | 36 | 0.5972 | 0.7344 |
|
71 |
+
| 0.4805 | 19.0 | 38 | 0.5895 | 0.7344 |
|
72 |
+
| 0.3522 | 20.0 | 40 | 0.5823 | 0.75 |
|
73 |
+
| 0.3522 | 21.0 | 42 | 0.5767 | 0.7344 |
|
74 |
+
| 0.3522 | 22.0 | 44 | 0.5708 | 0.7344 |
|
75 |
+
| 0.3522 | 23.0 | 46 | 0.5667 | 0.7344 |
|
76 |
+
| 0.3522 | 24.0 | 48 | 0.5637 | 0.7344 |
|
77 |
+
| 0.2697 | 25.0 | 50 | 0.5616 | 0.7344 |
|
78 |
+
| 0.2697 | 26.0 | 52 | 0.5603 | 0.7344 |
|
79 |
+
| 0.2697 | 27.0 | 54 | 0.5592 | 0.7344 |
|
80 |
+
| 0.2697 | 28.0 | 56 | 0.5582 | 0.75 |
|
81 |
+
| 0.2697 | 29.0 | 58 | 0.5574 | 0.75 |
|
82 |
+
| 0.2363 | 30.0 | 60 | 0.5572 | 0.75 |
|
83 |
|
84 |
|
85 |
### Framework versions
|