suthanhcong commited on
Commit
dfc2e49
verified
1 Parent(s): ba22e3d

Model save

Browse files
Files changed (1) hide show
  1. README.md +18 -1
README.md CHANGED
@@ -2,6 +2,8 @@
2
  base_model: Alexander-Learn/bert-finetuned-squad
3
  tags:
4
  - generated_from_trainer
 
 
5
  model-index:
6
  - name: bert-finetuned-squad-finetuned-DouRC_squad
7
  results: []
@@ -12,7 +14,11 @@ should probably proofread and complete it, then remove this comment. -->
12
 
13
  # bert-finetuned-squad-finetuned-DouRC_squad
14
 
15
- This model is a fine-tuned version of [Alexander-Learn/bert-finetuned-squad](https://huggingface.co/Alexander-Learn/bert-finetuned-squad) on an unknown dataset.
 
 
 
 
16
 
17
  ## Model description
18
 
@@ -40,6 +46,17 @@ The following hyperparameters were used during training:
40
  - num_epochs: 5
41
  - mixed_precision_training: Native AMP
42
 
 
 
 
 
 
 
 
 
 
 
 
43
  ### Framework versions
44
 
45
  - Transformers 4.41.2
 
2
  base_model: Alexander-Learn/bert-finetuned-squad
3
  tags:
4
  - generated_from_trainer
5
+ metrics:
6
+ - f1
7
  model-index:
8
  - name: bert-finetuned-squad-finetuned-DouRC_squad
9
  results: []
 
14
 
15
  # bert-finetuned-squad-finetuned-DouRC_squad
16
 
17
+ This model is a fine-tuned version of [Alexander-Learn/bert-finetuned-squad](https://huggingface.co/Alexander-Learn/bert-finetuned-squad) on the None dataset.
18
+ It achieves the following results on the evaluation set:
19
+ - Loss: 1.2794
20
+ - Exact Match: 0.725
21
+ - F1: 0.5962
22
 
23
  ## Model description
24
 
 
46
  - num_epochs: 5
47
  - mixed_precision_training: Native AMP
48
 
49
+ ### Training results
50
+
51
+ | Training Loss | Epoch | Step | Validation Loss | Exact Match | F1 |
52
+ |:-------------:|:-----:|:----:|:---------------:|:-----------:|:------:|
53
+ | 1.1781 | 1.0 | 828 | 1.1097 | 0.72 | 0.6202 |
54
+ | 0.9177 | 2.0 | 1656 | 1.1056 | 0.715 | 0.5938 |
55
+ | 0.7366 | 3.0 | 2484 | 1.1415 | 0.715 | 0.5756 |
56
+ | 0.6056 | 4.0 | 3312 | 1.2132 | 0.71 | 0.5830 |
57
+ | 0.5191 | 5.0 | 4140 | 1.2794 | 0.725 | 0.5962 |
58
+
59
+
60
  ### Framework versions
61
 
62
  - Transformers 4.41.2