End of training
Browse files- README.md +13 -12
- adapter_model.safetensors +1 -1
README.md
CHANGED
@@ -18,8 +18,8 @@ should probably proofread and complete it, then remove this comment. -->
|
|
18 |
|
19 |
This model is a fine-tuned version of [nlptown/bert-base-multilingual-uncased-sentiment](https://huggingface.co/nlptown/bert-base-multilingual-uncased-sentiment) on an unknown dataset.
|
20 |
It achieves the following results on the evaluation set:
|
21 |
-
- Loss:
|
22 |
-
- Accuracy: 0.
|
23 |
|
24 |
## Model description
|
25 |
|
@@ -45,21 +45,22 @@ The following hyperparameters were used during training:
|
|
45 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
46 |
- lr_scheduler_type: linear
|
47 |
- num_epochs: 10
|
|
|
48 |
|
49 |
### Training results
|
50 |
|
51 |
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|
52 |
|:-------------:|:-----:|:-----:|:---------------:|:--------:|
|
53 |
-
| 0.
|
54 |
-
| 0.
|
55 |
-
| 0.
|
56 |
-
| 0.
|
57 |
-
| 0.
|
58 |
-
| 0.
|
59 |
-
| 0.
|
60 |
-
| 0.
|
61 |
-
| 0.
|
62 |
-
| 0.
|
63 |
|
64 |
|
65 |
### Framework versions
|
|
|
18 |
|
19 |
This model is a fine-tuned version of [nlptown/bert-base-multilingual-uncased-sentiment](https://huggingface.co/nlptown/bert-base-multilingual-uncased-sentiment) on an unknown dataset.
|
20 |
It achieves the following results on the evaluation set:
|
21 |
+
- Loss: 0.2116
|
22 |
+
- Accuracy: 0.9224
|
23 |
|
24 |
## Model description
|
25 |
|
|
|
45 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
46 |
- lr_scheduler_type: linear
|
47 |
- num_epochs: 10
|
48 |
+
- mixed_precision_training: Native AMP
|
49 |
|
50 |
### Training results
|
51 |
|
52 |
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|
53 |
|:-------------:|:-----:|:-----:|:---------------:|:--------:|
|
54 |
+
| 0.2559 | 1.0 | 1563 | 0.2355 | 0.9088 |
|
55 |
+
| 0.2406 | 2.0 | 3126 | 0.2285 | 0.9134 |
|
56 |
+
| 0.2322 | 3.0 | 4689 | 0.2185 | 0.9173 |
|
57 |
+
| 0.2291 | 4.0 | 6252 | 0.2174 | 0.9193 |
|
58 |
+
| 0.2177 | 5.0 | 7815 | 0.2171 | 0.9186 |
|
59 |
+
| 0.2218 | 6.0 | 9378 | 0.2154 | 0.9202 |
|
60 |
+
| 0.2116 | 7.0 | 10941 | 0.2127 | 0.9221 |
|
61 |
+
| 0.2133 | 8.0 | 12504 | 0.2101 | 0.9225 |
|
62 |
+
| 0.2076 | 9.0 | 14067 | 0.2125 | 0.9221 |
|
63 |
+
| 0.2029 | 10.0 | 15630 | 0.2116 | 0.9224 |
|
64 |
|
65 |
|
66 |
### Framework versions
|
adapter_model.safetensors
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 1201900
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:64ef2998e1c37d419a18d3df3f87b8fdf238ffd7a0d4c91b3c7feea200ecd397
|
3 |
size 1201900
|