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.
|
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: 0.3026
|
24 |
+
- Accuracy: 0.8822
|
25 |
+
- Precision: 0.8624
|
26 |
+
- Recall: 0.8492
|
27 |
+
- F1: 0.8553
|
28 |
|
29 |
## Model description
|
30 |
|
|
|
55 |
|
56 |
| Training Loss | Epoch | Step | Validation Loss | Accuracy | Precision | Recall | F1 |
|
57 |
|:-------------:|:-----:|:----:|:---------------:|:--------:|:---------:|:------:|:------:|
|
58 |
+
| 0.5514 | 1.0 | 122 | 0.5084 | 0.7218 | 0.6601 | 0.6507 | 0.6546 |
|
59 |
+
| 0.4753 | 2.0 | 244 | 0.4007 | 0.8170 | 0.7870 | 0.7530 | 0.7662 |
|
60 |
+
| 0.3834 | 3.0 | 366 | 0.3542 | 0.8396 | 0.8449 | 0.7540 | 0.7805 |
|
61 |
+
| 0.3188 | 4.0 | 488 | 0.3214 | 0.8622 | 0.8342 | 0.8325 | 0.8333 |
|
62 |
+
| 0.2981 | 5.0 | 610 | 0.2984 | 0.8822 | 0.8624 | 0.8492 | 0.8553 |
|
63 |
+
| 0.2835 | 6.0 | 732 | 0.2810 | 0.8697 | 0.8520 | 0.8253 | 0.8368 |
|
64 |
+
| 0.2517 | 7.0 | 854 | 0.2866 | 0.8872 | 0.8672 | 0.8577 | 0.8622 |
|
65 |
+
| 0.2374 | 8.0 | 976 | 0.2997 | 0.8797 | 0.8671 | 0.8349 | 0.8485 |
|
66 |
+
| 0.2293 | 9.0 | 1098 | 0.2909 | 0.8797 | 0.8600 | 0.8449 | 0.8518 |
|
67 |
+
| 0.2091 | 10.0 | 1220 | 0.2928 | 0.8822 | 0.8564 | 0.8617 | 0.8590 |
|
68 |
+
| 0.198 | 11.0 | 1342 | 0.2847 | 0.8797 | 0.8522 | 0.8624 | 0.8570 |
|
69 |
+
| 0.1906 | 12.0 | 1464 | 0.3120 | 0.8747 | 0.8586 | 0.8313 | 0.8431 |
|
70 |
+
| 0.1818 | 13.0 | 1586 | 0.2906 | 0.8772 | 0.8535 | 0.8481 | 0.8507 |
|
71 |
+
| 0.1756 | 14.0 | 1708 | 0.2810 | 0.8772 | 0.8524 | 0.8506 | 0.8515 |
|
72 |
+
| 0.174 | 15.0 | 1830 | 0.2829 | 0.8847 | 0.8634 | 0.8559 | 0.8595 |
|
73 |
+
| 0.1705 | 16.0 | 1952 | 0.2922 | 0.8822 | 0.8624 | 0.8492 | 0.8553 |
|
74 |
+
| 0.1509 | 17.0 | 2074 | 0.2991 | 0.8822 | 0.8596 | 0.8542 | 0.8568 |
|
75 |
+
| 0.1549 | 18.0 | 2196 | 0.3000 | 0.8822 | 0.8624 | 0.8492 | 0.8553 |
|
76 |
+
| 0.1469 | 19.0 | 2318 | 0.2943 | 0.8847 | 0.8609 | 0.8609 | 0.8609 |
|
77 |
+
| 0.1493 | 20.0 | 2440 | 0.3026 | 0.8822 | 0.8624 | 0.8492 | 0.8553 |
|
78 |
|
79 |
|
80 |
### Framework versions
|
runs/Jun03_15-01-46_a358b85c7679/events.out.tfevents.1717426916.a358b85c7679.158543.0
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 sha256:03570cc294948af885ffce9fc00fd89e600c2773fc0a17ba9d3a8e8894940e01
|
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 39442516
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:efed332cd3095e6af52f2d52bd18e96cf2ab74da75ad15ce1c5cc5a54185dec2
|
3 |
size 39442516
|
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:fe9c28320af92014bfa7d36da53805c4bb46179f102109a4cc99e90409290858
|
3 |
size 2370664
|