suthanhcong
commited on
Commit
•
d56a63b
1
Parent(s):
c0a87ec
End of training
Browse files
README.md
CHANGED
@@ -3,6 +3,8 @@ license: cc-by-4.0
|
|
3 |
base_model: deepset/roberta-base-squad2
|
4 |
tags:
|
5 |
- generated_from_trainer
|
|
|
|
|
6 |
model-index:
|
7 |
- name: roberta-base-squad2-finetuned-DouRC_squad
|
8 |
results: []
|
@@ -13,7 +15,11 @@ should probably proofread and complete it, then remove this comment. -->
|
|
13 |
|
14 |
# roberta-base-squad2-finetuned-DouRC_squad
|
15 |
|
16 |
-
This model is a fine-tuned version of [deepset/roberta-base-squad2](https://huggingface.co/deepset/roberta-base-squad2) on
|
|
|
|
|
|
|
|
|
17 |
|
18 |
## Model description
|
19 |
|
@@ -41,6 +47,17 @@ The following hyperparameters were used during training:
|
|
41 |
- num_epochs: 5
|
42 |
- mixed_precision_training: Native AMP
|
43 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
44 |
### Framework versions
|
45 |
|
46 |
- Transformers 4.41.2
|
|
|
3 |
base_model: deepset/roberta-base-squad2
|
4 |
tags:
|
5 |
- generated_from_trainer
|
6 |
+
metrics:
|
7 |
+
- f1
|
8 |
model-index:
|
9 |
- name: roberta-base-squad2-finetuned-DouRC_squad
|
10 |
results: []
|
|
|
15 |
|
16 |
# roberta-base-squad2-finetuned-DouRC_squad
|
17 |
|
18 |
+
This model is a fine-tuned version of [deepset/roberta-base-squad2](https://huggingface.co/deepset/roberta-base-squad2) on the None dataset.
|
19 |
+
It achieves the following results on the evaluation set:
|
20 |
+
- Loss: 1.3122
|
21 |
+
- Exact Match: 0.665
|
22 |
+
- F1: 0.5188
|
23 |
|
24 |
## Model description
|
25 |
|
|
|
47 |
- num_epochs: 5
|
48 |
- mixed_precision_training: Native AMP
|
49 |
|
50 |
+
### Training results
|
51 |
+
|
52 |
+
| Training Loss | Epoch | Step | Validation Loss | Exact Match | F1 |
|
53 |
+
|:-------------:|:-----:|:----:|:---------------:|:-----------:|:------:|
|
54 |
+
| 1.0639 | 1.0 | 536 | 1.1383 | 0.69 | 0.5419 |
|
55 |
+
| 0.8267 | 2.0 | 1072 | 1.1227 | 0.685 | 0.5475 |
|
56 |
+
| 0.683 | 3.0 | 1608 | 1.1890 | 0.685 | 0.5436 |
|
57 |
+
| 0.5774 | 4.0 | 2144 | 1.2262 | 0.695 | 0.5595 |
|
58 |
+
| 0.4885 | 5.0 | 2680 | 1.3122 | 0.665 | 0.5188 |
|
59 |
+
|
60 |
+
|
61 |
### Framework versions
|
62 |
|
63 |
- Transformers 4.41.2
|