Commit
·
a2f7296
1
Parent(s):
60c843f
Training in progress epoch 15
Browse files- README.md +13 -4
- tf_model.h5 +1 -1
README.md
CHANGED
@@ -15,10 +15,10 @@ probably proofread and complete it, then remove this comment. -->
|
|
15 |
|
16 |
This model is a fine-tuned version of [bert-large-uncased](https://huggingface.co/bert-large-uncased) on an unknown dataset.
|
17 |
It achieves the following results on the evaluation set:
|
18 |
-
- Train Loss:
|
19 |
-
- Validation Loss:
|
20 |
-
- Train Accuracy: 0.
|
21 |
-
- Epoch:
|
22 |
|
23 |
## Model description
|
24 |
|
@@ -51,6 +51,15 @@ The following hyperparameters were used during training:
|
|
51 |
| 2.7864 | 2.5536 | 0.79 | 4 |
|
52 |
| 2.2796 | 2.0981 | 0.8367 | 5 |
|
53 |
| 1.8568 | 1.7481 | 0.8533 | 6 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
54 |
|
55 |
|
56 |
### Framework versions
|
|
|
15 |
|
16 |
This model is a fine-tuned version of [bert-large-uncased](https://huggingface.co/bert-large-uncased) on an unknown dataset.
|
17 |
It achieves the following results on the evaluation set:
|
18 |
+
- Train Loss: 0.3148
|
19 |
+
- Validation Loss: 0.5851
|
20 |
+
- Train Accuracy: 0.9033
|
21 |
+
- Epoch: 15
|
22 |
|
23 |
## Model description
|
24 |
|
|
|
51 |
| 2.7864 | 2.5536 | 0.79 | 4 |
|
52 |
| 2.2796 | 2.0981 | 0.8367 | 5 |
|
53 |
| 1.8568 | 1.7481 | 0.8533 | 6 |
|
54 |
+
| 1.5020 | 1.4506 | 0.86 | 7 |
|
55 |
+
| 1.1984 | 1.2295 | 0.8667 | 8 |
|
56 |
+
| 0.9634 | 1.0538 | 0.8767 | 9 |
|
57 |
+
| 0.7803 | 0.9225 | 0.8833 | 10 |
|
58 |
+
| 0.6313 | 0.8097 | 0.9 | 11 |
|
59 |
+
| 0.5202 | 0.7329 | 0.89 | 12 |
|
60 |
+
| 0.4409 | 0.6714 | 0.8933 | 13 |
|
61 |
+
| 0.3708 | 0.6185 | 0.8933 | 14 |
|
62 |
+
| 0.3148 | 0.5851 | 0.9033 | 15 |
|
63 |
|
64 |
|
65 |
### Framework versions
|
tf_model.h5
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 1341734528
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:b999605c086477344967063999bd41931da96abc16935208d896b1e11273d6ce
|
3 |
size 1341734528
|