Commit
•
dcbaef9
1
Parent(s):
10b9c01
update model card README.md
Browse files
README.md
CHANGED
@@ -16,13 +16,13 @@ should probably proofread and complete it, then remove this comment. -->
|
|
16 |
|
17 |
# bert-base-dutch-cased-finetuned-NER
|
18 |
|
19 |
-
This model is a fine-tuned version of [GroNLP/bert-base-dutch-cased](https://huggingface.co/GroNLP/bert-base-dutch-cased) on
|
20 |
It achieves the following results on the evaluation set:
|
21 |
-
- Loss: 0.
|
22 |
-
- Precision: 0.
|
23 |
-
- Recall: 0.
|
24 |
-
- F1: 0.
|
25 |
-
- Accuracy: 0.
|
26 |
|
27 |
## Model description
|
28 |
|
@@ -53,12 +53,13 @@ The following hyperparameters were used during training:
|
|
53 |
|
54 |
| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
|
55 |
|:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
|
56 |
-
|
|
57 |
-
| 0.
|
58 |
|
59 |
|
60 |
### Framework versions
|
61 |
|
62 |
-
- Transformers 4.12.
|
63 |
- Pytorch 1.10.0+cu111
|
|
|
64 |
- Tokenizers 0.10.3
|
|
|
16 |
|
17 |
# bert-base-dutch-cased-finetuned-NER
|
18 |
|
19 |
+
This model is a fine-tuned version of [GroNLP/bert-base-dutch-cased](https://huggingface.co/GroNLP/bert-base-dutch-cased) on the None dataset.
|
20 |
It achieves the following results on the evaluation set:
|
21 |
+
- Loss: 0.1078
|
22 |
+
- Precision: 0.6129
|
23 |
+
- Recall: 0.6639
|
24 |
+
- F1: 0.6374
|
25 |
+
- Accuracy: 0.9688
|
26 |
|
27 |
## Model description
|
28 |
|
|
|
53 |
|
54 |
| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
|
55 |
|:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
|
56 |
+
| No log | 1.0 | 267 | 0.1131 | 0.6090 | 0.6264 | 0.6176 | 0.9678 |
|
57 |
+
| 0.1495 | 2.0 | 534 | 0.1078 | 0.6129 | 0.6639 | 0.6374 | 0.9688 |
|
58 |
|
59 |
|
60 |
### Framework versions
|
61 |
|
62 |
+
- Transformers 4.12.5
|
63 |
- Pytorch 1.10.0+cu111
|
64 |
+
- Datasets 1.16.1
|
65 |
- Tokenizers 0.10.3
|