Commit
·
07500c6
1
Parent(s):
8ded6f6
Upload TFDistilBertForSequenceClassification
Browse files- README.md +9 -7
- tf_model.h5 +1 -1
README.md
CHANGED
|
@@ -14,10 +14,10 @@ probably proofread and complete it, then remove this comment. -->
|
|
| 14 |
|
| 15 |
This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
|
| 16 |
It achieves the following results on the evaluation set:
|
| 17 |
-
- Train Loss: 0.
|
| 18 |
-
- Validation Loss: 0.
|
| 19 |
-
- Train Accuracy: 0.
|
| 20 |
-
- Epoch:
|
| 21 |
|
| 22 |
## Model description
|
| 23 |
|
|
@@ -43,9 +43,11 @@ The following hyperparameters were used during training:
|
|
| 43 |
|
| 44 |
| Train Loss | Validation Loss | Train Accuracy | Epoch |
|
| 45 |
|:----------:|:---------------:|:--------------:|:-----:|
|
| 46 |
-
| 1.
|
| 47 |
-
|
|
| 48 |
-
| 0.
|
|
|
|
|
|
|
| 49 |
|
| 50 |
|
| 51 |
### Framework versions
|
|
|
|
| 14 |
|
| 15 |
This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
|
| 16 |
It achieves the following results on the evaluation set:
|
| 17 |
+
- Train Loss: 0.5381
|
| 18 |
+
- Validation Loss: 0.6318
|
| 19 |
+
- Train Accuracy: 0.7436
|
| 20 |
+
- Epoch: 4
|
| 21 |
|
| 22 |
## Model description
|
| 23 |
|
|
|
|
| 43 |
|
| 44 |
| Train Loss | Validation Loss | Train Accuracy | Epoch |
|
| 45 |
|:----------:|:---------------:|:--------------:|:-----:|
|
| 46 |
+
| 1.2425 | 1.0278 | 0.6410 | 0 |
|
| 47 |
+
| 0.9409 | 0.8109 | 0.6923 | 1 |
|
| 48 |
+
| 0.7370 | 0.6991 | 0.7436 | 2 |
|
| 49 |
+
| 0.6080 | 0.6474 | 0.7436 | 3 |
|
| 50 |
+
| 0.5381 | 0.6318 | 0.7436 | 4 |
|
| 51 |
|
| 52 |
|
| 53 |
### Framework versions
|
tf_model.h5
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 267957952
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:45518e6e803ab2c9954f8821b0b18b81518290b3db18cf94db2b26d5dee3f767
|
| 3 |
size 267957952
|