harrisr-smu
commited on
Commit
•
dd7e972
1
Parent(s):
dc9a185
End of training
Browse files
README.md
CHANGED
@@ -17,8 +17,8 @@ should probably proofread and complete it, then remove this comment. -->
|
|
17 |
|
18 |
This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
|
19 |
It achieves the following results on the evaluation set:
|
20 |
-
- Loss: 0.
|
21 |
-
- Matthews Correlation: 0.
|
22 |
|
23 |
## Model description
|
24 |
|
@@ -49,16 +49,16 @@ The following hyperparameters were used during training:
|
|
49 |
|
50 |
| Training Loss | Epoch | Step | Validation Loss | Matthews Correlation |
|
51 |
|:-------------:|:-----:|:----:|:---------------:|:--------------------:|
|
52 |
-
| 0.
|
53 |
-
| 0.
|
54 |
-
| 0.2423 | 3.0 | 1605 | 0.
|
55 |
-
| 0.
|
56 |
-
| 0.
|
57 |
|
58 |
|
59 |
### Framework versions
|
60 |
|
61 |
-
- Transformers 4.
|
62 |
- Pytorch 2.2.1+cu121
|
63 |
- Datasets 2.19.0
|
64 |
-
- Tokenizers 0.
|
|
|
17 |
|
18 |
This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
|
19 |
It achieves the following results on the evaluation set:
|
20 |
+
- Loss: 0.8517
|
21 |
+
- Matthews Correlation: 0.5189
|
22 |
|
23 |
## Model description
|
24 |
|
|
|
49 |
|
50 |
| Training Loss | Epoch | Step | Validation Loss | Matthews Correlation |
|
51 |
|:-------------:|:-----:|:----:|:---------------:|:--------------------:|
|
52 |
+
| 0.5209 | 1.0 | 535 | 0.4660 | 0.4528 |
|
53 |
+
| 0.3483 | 2.0 | 1070 | 0.4798 | 0.4913 |
|
54 |
+
| 0.2423 | 3.0 | 1605 | 0.6401 | 0.5126 |
|
55 |
+
| 0.1747 | 4.0 | 2140 | 0.7881 | 0.5065 |
|
56 |
+
| 0.1326 | 5.0 | 2675 | 0.8517 | 0.5189 |
|
57 |
|
58 |
|
59 |
### Framework versions
|
60 |
|
61 |
+
- Transformers 4.40.0
|
62 |
- Pytorch 2.2.1+cu121
|
63 |
- Datasets 2.19.0
|
64 |
+
- Tokenizers 0.19.1
|
runs/Apr22_22-19-38_2e24b0ee9d48/events.out.tfevents.1713831192.2e24b0ee9d48.936.1
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:9e3c0695a6e4fb7233b927ef5c2e1938c90161f98e152faacda3e9d68064c58d
|
3 |
+
size 423
|