Model save
Browse files
README.md
CHANGED
@@ -1,6 +1,4 @@
|
|
1 |
---
|
2 |
-
language:
|
3 |
-
- id
|
4 |
license: mit
|
5 |
base_model: indolem/indobert-base-uncased
|
6 |
tags:
|
@@ -22,11 +20,11 @@ should probably proofread and complete it, then remove this comment. -->
|
|
22 |
|
23 |
This model is a fine-tuned version of [indolem/indobert-base-uncased](https://huggingface.co/indolem/indobert-base-uncased) on an unknown dataset.
|
24 |
It achieves the following results on the evaluation set:
|
25 |
-
- Loss: 0.
|
26 |
-
- Accuracy: 0.
|
27 |
-
- Precision: 0.
|
28 |
-
- Recall: 0.
|
29 |
-
- F1: 0.
|
30 |
|
31 |
## Model description
|
32 |
|
@@ -57,26 +55,26 @@ The following hyperparameters were used during training:
|
|
57 |
|
58 |
| Training Loss | Epoch | Step | Validation Loss | Accuracy | Precision | Recall | F1 |
|
59 |
|:-------------:|:-----:|:----:|:---------------:|:--------:|:---------:|:------:|:------:|
|
60 |
-
| 0.5417 | 1.0 | 122 | 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 |
|
81 |
|
82 |
### Framework versions
|
|
|
1 |
---
|
|
|
|
|
2 |
license: mit
|
3 |
base_model: indolem/indobert-base-uncased
|
4 |
tags:
|
|
|
20 |
|
21 |
This model is a fine-tuned version of [indolem/indobert-base-uncased](https://huggingface.co/indolem/indobert-base-uncased) on an unknown dataset.
|
22 |
It achieves the following results on the evaluation set:
|
23 |
+
- Loss: 0.2882
|
24 |
+
- Accuracy: 0.9073
|
25 |
+
- Precision: 0.8875
|
26 |
+
- Recall: 0.8894
|
27 |
+
- F1: 0.8884
|
28 |
|
29 |
## Model description
|
30 |
|
|
|
55 |
|
56 |
| Training Loss | Epoch | Step | Validation Loss | Accuracy | Precision | Recall | F1 |
|
57 |
|:-------------:|:-----:|:----:|:---------------:|:--------:|:---------:|:------:|:------:|
|
58 |
+
| 0.5417 | 1.0 | 122 | 0.4732 | 0.7544 | 0.7028 | 0.6612 | 0.6731 |
|
59 |
+
| 0.4395 | 2.0 | 244 | 0.4128 | 0.7920 | 0.7613 | 0.8028 | 0.7705 |
|
60 |
+
| 0.3319 | 3.0 | 366 | 0.3230 | 0.8647 | 0.8439 | 0.8217 | 0.8315 |
|
61 |
+
| 0.2873 | 4.0 | 488 | 0.3222 | 0.8521 | 0.8201 | 0.8279 | 0.8238 |
|
62 |
+
| 0.2571 | 5.0 | 610 | 0.2968 | 0.8722 | 0.8431 | 0.8546 | 0.8484 |
|
63 |
+
| 0.2443 | 6.0 | 732 | 0.2918 | 0.8672 | 0.8353 | 0.8635 | 0.8466 |
|
64 |
+
| 0.2256 | 7.0 | 854 | 0.2982 | 0.8647 | 0.8325 | 0.8642 | 0.8447 |
|
65 |
+
| 0.2172 | 8.0 | 976 | 0.2722 | 0.8922 | 0.8826 | 0.8512 | 0.8647 |
|
66 |
+
| 0.2049 | 9.0 | 1098 | 0.2648 | 0.8947 | 0.8698 | 0.8805 | 0.8749 |
|
67 |
+
| 0.1914 | 10.0 | 1220 | 0.2680 | 0.9073 | 0.8977 | 0.8744 | 0.8849 |
|
68 |
+
| 0.1724 | 11.0 | 1342 | 0.2645 | 0.8997 | 0.8757 | 0.8866 | 0.8808 |
|
69 |
+
| 0.1689 | 12.0 | 1464 | 0.2746 | 0.8997 | 0.8740 | 0.8916 | 0.8819 |
|
70 |
+
| 0.1473 | 13.0 | 1586 | 0.2837 | 0.9048 | 0.9002 | 0.8651 | 0.8801 |
|
71 |
+
| 0.1577 | 14.0 | 1708 | 0.2892 | 0.9023 | 0.8773 | 0.8933 | 0.8846 |
|
72 |
+
| 0.1468 | 15.0 | 1830 | 0.2789 | 0.9023 | 0.8802 | 0.8858 | 0.8830 |
|
73 |
+
| 0.1473 | 16.0 | 1952 | 0.2852 | 0.8972 | 0.8732 | 0.8823 | 0.8776 |
|
74 |
+
| 0.1274 | 17.0 | 2074 | 0.2858 | 0.9048 | 0.8838 | 0.8876 | 0.8857 |
|
75 |
+
| 0.1318 | 18.0 | 2196 | 0.2927 | 0.8997 | 0.8767 | 0.8841 | 0.8803 |
|
76 |
+
| 0.1355 | 19.0 | 2318 | 0.2884 | 0.9073 | 0.8875 | 0.8894 | 0.8884 |
|
77 |
+
| 0.1367 | 20.0 | 2440 | 0.2882 | 0.9073 | 0.8875 | 0.8894 | 0.8884 |
|
78 |
|
79 |
|
80 |
### Framework versions
|
runs/Jun03_13-00-03_a358b85c7679/events.out.tfevents.1717419612.a358b85c7679.93606.0
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 sha256:8bddcbab774bf0371d4b57b721ee1ad50996f5217d03358fda213f732b232912
|
3 |
+
size 19401
|
sentiment-pt/pytorch_adapter.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 39473236
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:89b7642468a6fe424000c1351ccd4dc0bd9d324ec291af80f6e5063061c0b743
|
3 |
size 39473236
|
sentiment/pytorch_model_head.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 2370664
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:714eca58104b58b7a0b8d692c1f15212acf964a810c1d1ccab00cff1f31b4e94
|
3 |
size 2370664
|