update model card README.md
Browse files
README.md
CHANGED
@@ -2,11 +2,6 @@
|
|
2 |
license: apache-2.0
|
3 |
tags:
|
4 |
- generated_from_trainer
|
5 |
-
metrics:
|
6 |
-
- precision
|
7 |
-
- recall
|
8 |
-
- f1
|
9 |
-
- accuracy
|
10 |
model-index:
|
11 |
- name: bert-finetuned-ner
|
12 |
results: []
|
@@ -18,12 +13,6 @@ should probably proofread and complete it, then remove this comment. -->
|
|
18 |
# bert-finetuned-ner
|
19 |
|
20 |
This model is a fine-tuned version of [bert-base-cased](https://huggingface.co/bert-base-cased) on an unknown dataset.
|
21 |
-
It achieves the following results on the evaluation set:
|
22 |
-
- Loss: 0.2683
|
23 |
-
- Precision: 0.0
|
24 |
-
- Recall: 0.0
|
25 |
-
- F1: 0.0
|
26 |
-
- Accuracy: 0.9493
|
27 |
|
28 |
## Model description
|
29 |
|
@@ -48,19 +37,11 @@ The following hyperparameters were used during training:
|
|
48 |
- seed: 42
|
49 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
50 |
- lr_scheduler_type: linear
|
51 |
-
- num_epochs:
|
52 |
-
|
53 |
-
### Training results
|
54 |
-
|
55 |
-
| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
|
56 |
-
|:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:---:|:--------:|
|
57 |
-
| No log | 1.0 | 42 | 0.2696 | 0.0 | 0.0 | 0.0 | 0.9493 |
|
58 |
-
| No log | 2.0 | 84 | 0.2683 | 0.0 | 0.0 | 0.0 | 0.9493 |
|
59 |
-
|
60 |
|
61 |
### Framework versions
|
62 |
|
63 |
- Transformers 4.26.1
|
64 |
- Pytorch 1.13.1+cu116
|
65 |
-
- Datasets 2.
|
66 |
- Tokenizers 0.13.2
|
|
|
2 |
license: apache-2.0
|
3 |
tags:
|
4 |
- generated_from_trainer
|
|
|
|
|
|
|
|
|
|
|
5 |
model-index:
|
6 |
- name: bert-finetuned-ner
|
7 |
results: []
|
|
|
13 |
# bert-finetuned-ner
|
14 |
|
15 |
This model is a fine-tuned version of [bert-base-cased](https://huggingface.co/bert-base-cased) on an unknown dataset.
|
|
|
|
|
|
|
|
|
|
|
|
|
16 |
|
17 |
## Model description
|
18 |
|
|
|
37 |
- seed: 42
|
38 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
39 |
- lr_scheduler_type: linear
|
40 |
+
- num_epochs: 5
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
41 |
|
42 |
### Framework versions
|
43 |
|
44 |
- Transformers 4.26.1
|
45 |
- Pytorch 1.13.1+cu116
|
46 |
+
- Datasets 2.10.0
|
47 |
- Tokenizers 0.13.2
|