Update README.md
Browse files
README.md
CHANGED
@@ -15,7 +15,7 @@ should probably proofread and complete it, then remove this comment. -->
|
|
15 |
|
16 |
# distilBERT-finetuned-resumes-sections
|
17 |
|
18 |
-
This model is a fine-tuned version of [Geotrend/distilbert-base-en-fr-cased](https://huggingface.co/Geotrend/distilbert-base-en-fr-cased) on
|
19 |
It achieves the following results on the evaluation set:
|
20 |
- Loss: 0.0487
|
21 |
- F1: 0.9512
|
@@ -23,18 +23,21 @@ It achieves the following results on the evaluation set:
|
|
23 |
- Accuracy: 0.9482
|
24 |
|
25 |
## Model description
|
26 |
-
|
27 |
-
|
28 |
-
|
29 |
-
|
30 |
-
|
31 |
-
|
32 |
-
|
33 |
-
|
34 |
-
|
35 |
-
|
36 |
-
|
37 |
-
|
|
|
|
|
|
|
38 |
|
39 |
### Training hyperparameters
|
40 |
|
|
|
15 |
|
16 |
# distilBERT-finetuned-resumes-sections
|
17 |
|
18 |
+
This model is a fine-tuned version of [Geotrend/distilbert-base-en-fr-cased](https://huggingface.co/Geotrend/distilbert-base-en-fr-cased) on a private resume sections dataset.
|
19 |
It achieves the following results on the evaluation set:
|
20 |
- Loss: 0.0487
|
21 |
- F1: 0.9512
|
|
|
23 |
- Accuracy: 0.9482
|
24 |
|
25 |
## Model description
|
26 |
+
This model classifies a resume section into 12 classes.
|
27 |
+
|
28 |
+
### Possible classes for a resume section
|
29 |
+
```awards```
|
30 |
+
```certificates```
|
31 |
+
```contact/name/title```
|
32 |
+
```education```
|
33 |
+
```interests```
|
34 |
+
```languages```
|
35 |
+
```para```
|
36 |
+
```professional_experiences```
|
37 |
+
```projects```
|
38 |
+
```skills```
|
39 |
+
```soft_skills```
|
40 |
+
```summary```
|
41 |
|
42 |
### Training hyperparameters
|
43 |
|