Commit
·
c2f19d5
1
Parent(s):
06c1f64
End of training
Browse files
README.md
CHANGED
@@ -16,8 +16,8 @@ should probably proofread and complete it, then remove this comment. -->
|
|
16 |
|
17 |
This model is a fine-tuned version of [cardiffnlp/twitter-roberta-base](https://huggingface.co/cardiffnlp/twitter-roberta-base) on an unknown dataset.
|
18 |
It achieves the following results on the evaluation set:
|
19 |
-
- Loss: 0.
|
20 |
-
- Accuracy: 0.
|
21 |
|
22 |
## Model description
|
23 |
|
@@ -48,16 +48,16 @@ The following hyperparameters were used during training:
|
|
48 |
|
49 |
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|
50 |
|:-------------:|:-----:|:----:|:---------------:|:--------:|
|
51 |
-
| 0.
|
52 |
-
| 0.
|
53 |
-
| 0.
|
54 |
-
| 0.
|
55 |
-
| 0.
|
56 |
|
57 |
|
58 |
### Framework versions
|
59 |
|
60 |
-
- Transformers 4.
|
61 |
-
- Pytorch 2.1.0+
|
62 |
-
- Datasets 2.
|
63 |
- Tokenizers 0.15.0
|
|
|
16 |
|
17 |
This model is a fine-tuned version of [cardiffnlp/twitter-roberta-base](https://huggingface.co/cardiffnlp/twitter-roberta-base) on an unknown dataset.
|
18 |
It achieves the following results on the evaluation set:
|
19 |
+
- Loss: 0.9390
|
20 |
+
- Accuracy: 0.8431
|
21 |
|
22 |
## Model description
|
23 |
|
|
|
48 |
|
49 |
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|
50 |
|:-------------:|:-----:|:----:|:---------------:|:--------:|
|
51 |
+
| 0.4989 | 1.0 | 1135 | 0.6014 | 0.8109 |
|
52 |
+
| 0.3582 | 2.0 | 2270 | 0.4748 | 0.8352 |
|
53 |
+
| 0.2795 | 3.0 | 3405 | 0.7906 | 0.8427 |
|
54 |
+
| 0.156 | 4.0 | 4540 | 0.8115 | 0.8400 |
|
55 |
+
| 0.0785 | 5.0 | 5675 | 0.9390 | 0.8431 |
|
56 |
|
57 |
|
58 |
### Framework versions
|
59 |
|
60 |
+
- Transformers 4.36.2
|
61 |
+
- Pytorch 2.1.0+cu121
|
62 |
+
- Datasets 2.16.1
|
63 |
- Tokenizers 0.15.0
|
model.safetensors
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 498615900
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:86402261c2e8b01907db246e7dbb05b6c7f4fb4ab67a1a8ae6119cbb637fdc5e
|
3 |
size 498615900
|
runs/Jan07_10-51-27_87475eb06e1e/events.out.tfevents.1704624690.87475eb06e1e.2903.0
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
-
size
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:32b2abcf0e868b58febbba10b458a558767885a8a391bfc702e53336b641ca95
|
3 |
+
size 8259
|