Commit
•
30ac505
1
Parent(s):
f0d103d
End of training
Browse files
README.md
CHANGED
@@ -14,9 +14,9 @@ probably proofread and complete it, then remove this comment. -->
|
|
14 |
|
15 |
This model is a fine-tuned version of [bert-base-cased](https://huggingface.co/bert-base-cased) on an unknown dataset.
|
16 |
It achieves the following results on the evaluation set:
|
17 |
-
- Train Loss:
|
18 |
-
- Validation Loss:
|
19 |
-
- Epoch:
|
20 |
|
21 |
## Model description
|
22 |
|
@@ -43,6 +43,55 @@ The following hyperparameters were used during training:
|
|
43 |
| Train Loss | Validation Loss | Epoch |
|
44 |
|:----------:|:---------------:|:-----:|
|
45 |
| 8.2068 | 7.6525 | 0 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
46 |
|
47 |
|
48 |
### Framework versions
|
|
|
14 |
|
15 |
This model is a fine-tuned version of [bert-base-cased](https://huggingface.co/bert-base-cased) on an unknown dataset.
|
16 |
It achieves the following results on the evaluation set:
|
17 |
+
- Train Loss: 3.9493
|
18 |
+
- Validation Loss: 4.7051
|
19 |
+
- Epoch: 49
|
20 |
|
21 |
## Model description
|
22 |
|
|
|
43 |
| Train Loss | Validation Loss | Epoch |
|
44 |
|:----------:|:---------------:|:-----:|
|
45 |
| 8.2068 | 7.6525 | 0 |
|
46 |
+
| 6.6638 | 6.6271 | 1 |
|
47 |
+
| 5.8170 | 6.1477 | 2 |
|
48 |
+
| 5.3501 | 5.3407 | 3 |
|
49 |
+
| 5.0362 | 5.4742 | 4 |
|
50 |
+
| 4.8317 | 5.1391 | 5 |
|
51 |
+
| 4.7290 | 5.4559 | 6 |
|
52 |
+
| 4.6790 | 5.0211 | 7 |
|
53 |
+
| 4.5944 | 5.2506 | 8 |
|
54 |
+
| 4.5684 | 4.8315 | 9 |
|
55 |
+
| 4.4865 | 5.1707 | 10 |
|
56 |
+
| 4.4708 | 4.8314 | 11 |
|
57 |
+
| 4.3995 | 5.3617 | 12 |
|
58 |
+
| 4.3861 | 5.2180 | 13 |
|
59 |
+
| 4.3372 | 4.7870 | 14 |
|
60 |
+
| 4.3451 | 5.3501 | 15 |
|
61 |
+
| 4.3038 | 4.8667 | 16 |
|
62 |
+
| 4.2838 | 5.2157 | 17 |
|
63 |
+
| 4.2933 | 5.2800 | 18 |
|
64 |
+
| 4.2698 | 5.2693 | 19 |
|
65 |
+
| 4.2178 | 5.1873 | 20 |
|
66 |
+
| 4.2222 | 5.0830 | 21 |
|
67 |
+
| 4.2031 | 4.5132 | 22 |
|
68 |
+
| 4.1933 | 5.3241 | 23 |
|
69 |
+
| 4.2139 | 4.7762 | 24 |
|
70 |
+
| 4.1444 | 4.7879 | 25 |
|
71 |
+
| 4.1353 | 5.0958 | 26 |
|
72 |
+
| 4.1227 | 5.2084 | 27 |
|
73 |
+
| 4.1253 | 4.8306 | 28 |
|
74 |
+
| 4.1134 | 5.2234 | 29 |
|
75 |
+
| 4.1084 | 4.9941 | 30 |
|
76 |
+
| 4.1097 | 4.9499 | 31 |
|
77 |
+
| 4.1208 | 4.9498 | 32 |
|
78 |
+
| 4.0924 | 5.0711 | 33 |
|
79 |
+
| 4.0825 | 4.9263 | 34 |
|
80 |
+
| 4.0774 | 4.8652 | 35 |
|
81 |
+
| 4.0702 | 4.8445 | 36 |
|
82 |
+
| 4.0816 | 4.2916 | 37 |
|
83 |
+
| 4.0420 | 4.7277 | 38 |
|
84 |
+
| 4.0456 | 4.9395 | 39 |
|
85 |
+
| 4.0873 | 4.9632 | 40 |
|
86 |
+
| 4.0295 | 4.6388 | 41 |
|
87 |
+
| 4.0228 | 4.8170 | 42 |
|
88 |
+
| 4.0393 | 4.4831 | 43 |
|
89 |
+
| 4.0249 | 4.8268 | 44 |
|
90 |
+
| 3.9565 | 4.7934 | 45 |
|
91 |
+
| 3.9567 | 4.5622 | 46 |
|
92 |
+
| 4.0054 | 4.8992 | 47 |
|
93 |
+
| 3.9582 | 4.8162 | 48 |
|
94 |
+
| 3.9493 | 4.7051 | 49 |
|
95 |
|
96 |
|
97 |
### Framework versions
|
logs/train/events.out.tfevents.1652899881.33b5d2325e4c.72.0.v2
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
-
size
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ca5d41322e9955de7210c2d36d74839172522cb220246c73c57de0cf9648f2ef
|
3 |
+
size 2890106
|
logs/validation/events.out.tfevents.1652899934.33b5d2325e4c.72.1.v2
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
-
size
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:baae8ddbd9a0a04b2bb18ec23338e230607a38aa7ad9f334d6c7be8a0efd4b8c
|
3 |
+
size 7837
|
tf_model.h5
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 524305832
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:afde3df0c908067929a4f987df8d392dd83763e46083ff0f243b85c6583a9e9c
|
3 |
size 524305832
|