suthanhcong
commited on
Commit
•
fd2651c
1
Parent(s):
899f661
End of training
Browse files
README.md
CHANGED
@@ -3,6 +3,8 @@ license: apache-2.0
|
|
3 |
base_model: distilbert-base-uncased
|
4 |
tags:
|
5 |
- generated_from_trainer
|
|
|
|
|
6 |
model-index:
|
7 |
- name: distilbert-base-uncased-finetuned-DouRC_squad
|
8 |
results: []
|
@@ -13,7 +15,11 @@ should probably proofread and complete it, then remove this comment. -->
|
|
13 |
|
14 |
# distilbert-base-uncased-finetuned-DouRC_squad
|
15 |
|
16 |
-
This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on
|
|
|
|
|
|
|
|
|
17 |
|
18 |
## Model description
|
19 |
|
@@ -40,6 +46,17 @@ The following hyperparameters were used during training:
|
|
40 |
- lr_scheduler_type: linear
|
41 |
- num_epochs: 5
|
42 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
43 |
### Framework versions
|
44 |
|
45 |
- Transformers 4.41.2
|
|
|
3 |
base_model: distilbert-base-uncased
|
4 |
tags:
|
5 |
- generated_from_trainer
|
6 |
+
metrics:
|
7 |
+
- f1
|
8 |
model-index:
|
9 |
- name: distilbert-base-uncased-finetuned-DouRC_squad
|
10 |
results: []
|
|
|
15 |
|
16 |
# distilbert-base-uncased-finetuned-DouRC_squad
|
17 |
|
18 |
+
This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the None dataset.
|
19 |
+
It achieves the following results on the evaluation set:
|
20 |
+
- Loss: 1.3446
|
21 |
+
- Exact Match: 0.595
|
22 |
+
- F1: 0.4606
|
23 |
|
24 |
## Model description
|
25 |
|
|
|
46 |
- lr_scheduler_type: linear
|
47 |
- num_epochs: 5
|
48 |
|
49 |
+
### Training results
|
50 |
+
|
51 |
+
| Training Loss | Epoch | Step | Validation Loss | Exact Match | F1 |
|
52 |
+
|:-------------:|:-----:|:----:|:---------------:|:-----------:|:------:|
|
53 |
+
| 2.4681 | 1.0 | 536 | 1.6016 | 0.565 | 0.4282 |
|
54 |
+
| 1.6197 | 2.0 | 1072 | 1.3800 | 0.57 | 0.4348 |
|
55 |
+
| 1.3323 | 3.0 | 1608 | 1.3422 | 0.595 | 0.4619 |
|
56 |
+
| 1.1524 | 4.0 | 2144 | 1.3187 | 0.61 | 0.4775 |
|
57 |
+
| 1.0458 | 5.0 | 2680 | 1.3446 | 0.595 | 0.4606 |
|
58 |
+
|
59 |
+
|
60 |
### Framework versions
|
61 |
|
62 |
- Transformers 4.41.2
|