Update README.md
Browse files
README.md
CHANGED
|
@@ -24,12 +24,6 @@ should probably proofread and complete it, then remove this comment. -->
|
|
| 24 |
# camembert-base-finetuned-ner
|
| 25 |
|
| 26 |
This model is a fine-tuned version of [camembert/camembert-base](https://huggingface.co/camembert/camembert-base) on the Wikiner Dataset (enriched with new entities: date, postal adress) dataset.
|
| 27 |
-
It achieves the following results on the evaluation set:
|
| 28 |
-
- Loss: 0.0280
|
| 29 |
-
- Precision: 0.9642
|
| 30 |
-
- Recall: 0.9675
|
| 31 |
-
- F1: 0.9658
|
| 32 |
-
- Accuracy: 0.9921
|
| 33 |
|
| 34 |
## Model description
|
| 35 |
|
|
@@ -56,15 +50,6 @@ The following hyperparameters were used during training:
|
|
| 56 |
- lr_scheduler_type: linear
|
| 57 |
- num_epochs: 3
|
| 58 |
|
| 59 |
-
### Training results
|
| 60 |
-
|
| 61 |
-
| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
|
| 62 |
-
|:-------------:|:-----:|:-----:|:---------------:|:---------:|:------:|:------:|:--------:|
|
| 63 |
-
| 0.0316 | 1.0 | 15205 | 0.0300 | 0.9555 | 0.9609 | 0.9582 | 0.9906 |
|
| 64 |
-
| 0.0214 | 2.0 | 30410 | 0.0276 | 0.9624 | 0.9668 | 0.9646 | 0.9918 |
|
| 65 |
-
| 0.0156 | 3.0 | 45615 | 0.0280 | 0.9642 | 0.9675 | 0.9658 | 0.9921 |
|
| 66 |
-
|
| 67 |
-
|
| 68 |
### Framework versions
|
| 69 |
|
| 70 |
- Transformers 4.33.0.dev0
|
|
|
|
| 24 |
# camembert-base-finetuned-ner
|
| 25 |
|
| 26 |
This model is a fine-tuned version of [camembert/camembert-base](https://huggingface.co/camembert/camembert-base) on the Wikiner Dataset (enriched with new entities: date, postal adress) dataset.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 27 |
|
| 28 |
## Model description
|
| 29 |
|
|
|
|
| 50 |
- lr_scheduler_type: linear
|
| 51 |
- num_epochs: 3
|
| 52 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 53 |
### Framework versions
|
| 54 |
|
| 55 |
- Transformers 4.33.0.dev0
|