MinhMinh09
commited on
Commit
•
478e39c
1
Parent(s):
331d3e5
Model save
Browse files
README.md
CHANGED
@@ -3,6 +3,11 @@ license: mit
|
|
3 |
base_model: roberta-base
|
4 |
tags:
|
5 |
- generated_from_trainer
|
|
|
|
|
|
|
|
|
|
|
6 |
model-index:
|
7 |
- name: roberta-base-finetuned-ner
|
8 |
results: []
|
@@ -14,6 +19,12 @@ should probably proofread and complete it, then remove this comment. -->
|
|
14 |
# roberta-base-finetuned-ner
|
15 |
|
16 |
This model is a fine-tuned version of [roberta-base](https://huggingface.co/roberta-base) on an unknown dataset.
|
|
|
|
|
|
|
|
|
|
|
|
|
17 |
|
18 |
## Model description
|
19 |
|
@@ -40,6 +51,10 @@ The following hyperparameters were used during training:
|
|
40 |
- lr_scheduler_type: linear
|
41 |
- num_epochs: 6
|
42 |
|
|
|
|
|
|
|
|
|
43 |
### Framework versions
|
44 |
|
45 |
- Transformers 4.35.2
|
|
|
3 |
base_model: roberta-base
|
4 |
tags:
|
5 |
- generated_from_trainer
|
6 |
+
metrics:
|
7 |
+
- precision
|
8 |
+
- recall
|
9 |
+
- f1
|
10 |
+
- accuracy
|
11 |
model-index:
|
12 |
- name: roberta-base-finetuned-ner
|
13 |
results: []
|
|
|
19 |
# roberta-base-finetuned-ner
|
20 |
|
21 |
This model is a fine-tuned version of [roberta-base](https://huggingface.co/roberta-base) on an unknown dataset.
|
22 |
+
It achieves the following results on the evaluation set:
|
23 |
+
- Loss: 0.1286
|
24 |
+
- Precision: 0.9710
|
25 |
+
- Recall: 0.9645
|
26 |
+
- F1: 0.9677
|
27 |
+
- Accuracy: 0.9630
|
28 |
|
29 |
## Model description
|
30 |
|
|
|
51 |
- lr_scheduler_type: linear
|
52 |
- num_epochs: 6
|
53 |
|
54 |
+
### Training results
|
55 |
+
|
56 |
+
|
57 |
+
|
58 |
### Framework versions
|
59 |
|
60 |
- Transformers 4.35.2
|