ayameRushia
commited on
Commit
•
922c2a8
1
Parent(s):
e905df1
Update README.md
Browse files
README.md
CHANGED
@@ -2,7 +2,7 @@
|
|
2 |
tags:
|
3 |
- generated_from_trainer
|
4 |
datasets:
|
5 |
-
- indonlu
|
6 |
metrics:
|
7 |
- accuracy
|
8 |
model-index:
|
@@ -19,6 +19,8 @@ model-index:
|
|
19 |
- name: Accuracy
|
20 |
type: accuracy
|
21 |
value: 0.9261904761904762
|
|
|
|
|
22 |
---
|
23 |
|
24 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
@@ -31,20 +33,6 @@ It achieves the following results on the evaluation set:
|
|
31 |
- Loss: 0.4294
|
32 |
- Accuracy: 0.9262
|
33 |
|
34 |
-
## Model description
|
35 |
-
|
36 |
-
More information needed
|
37 |
-
|
38 |
-
## Intended uses & limitations
|
39 |
-
|
40 |
-
More information needed
|
41 |
-
|
42 |
-
## Training and evaluation data
|
43 |
-
|
44 |
-
More information needed
|
45 |
-
|
46 |
-
## Training procedure
|
47 |
-
|
48 |
### Training hyperparameters
|
49 |
|
50 |
The following hyperparameters were used during training:
|
@@ -73,9 +61,20 @@ The following hyperparameters were used during training:
|
|
73 |
| 0.004 | 10.0 | 6880 | 0.5800 | 0.9175 |
|
74 |
|
75 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
76 |
### Framework versions
|
77 |
|
78 |
- Transformers 4.14.1
|
79 |
- Pytorch 1.10.0+cu111
|
80 |
- Datasets 1.16.1
|
81 |
-
- Tokenizers 0.10.3
|
|
|
2 |
tags:
|
3 |
- generated_from_trainer
|
4 |
datasets:
|
5 |
+
- indonlp/indonlu
|
6 |
metrics:
|
7 |
- accuracy
|
8 |
model-index:
|
|
|
19 |
- name: Accuracy
|
20 |
type: accuracy
|
21 |
value: 0.9261904761904762
|
22 |
+
language:
|
23 |
+
- id
|
24 |
---
|
25 |
|
26 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
|
|
33 |
- Loss: 0.4294
|
34 |
- Accuracy: 0.9262
|
35 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
36 |
### Training hyperparameters
|
37 |
|
38 |
The following hyperparameters were used during training:
|
|
|
61 |
| 0.004 | 10.0 | 6880 | 0.5800 | 0.9175 |
|
62 |
|
63 |
|
64 |
+
### How to use this model in Transformers Library
|
65 |
+
|
66 |
+
```python
|
67 |
+
from transformers import pipeline
|
68 |
+
|
69 |
+
pipe = pipeline("text-classification", model="ayameRushia/roberta-base-indonesian-1.5G-sentiment-analysis-smsa")
|
70 |
+
|
71 |
+
pipe("Terima kasih atas bantuannya ya!")
|
72 |
+
|
73 |
+
```
|
74 |
+
|
75 |
### Framework versions
|
76 |
|
77 |
- Transformers 4.14.1
|
78 |
- Pytorch 1.10.0+cu111
|
79 |
- Datasets 1.16.1
|
80 |
+
- Tokenizers 0.10.3
|