End of training
Browse files- README.md +10 -11
- config.json +2 -12
- model.safetensors +2 -2
README.md
CHANGED
@@ -21,11 +21,11 @@ should probably proofread and complete it, then remove this comment. -->
|
|
21 |
|
22 |
This model is a fine-tuned version of [VRLLab/TurkishBERTweet](https://huggingface.co/VRLLab/TurkishBERTweet) on the None dataset.
|
23 |
It achieves the following results on the evaluation set:
|
24 |
-
- Loss: 0.
|
25 |
-
- Precision: 0.
|
26 |
-
- Recall: 0.
|
27 |
-
- F1: 0.
|
28 |
-
- Accuracy: 0.
|
29 |
|
30 |
## Model description
|
31 |
|
@@ -56,12 +56,11 @@ The following hyperparameters were used during training:
|
|
56 |
|
57 |
| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
|
58 |
|:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
|
59 |
-
| 0.
|
60 |
-
| 0.
|
61 |
-
| 0.
|
62 |
-
| 0.
|
63 |
-
| 0.
|
64 |
-
| 0.046 | 6.0 | 1788 | 0.2881 | 0.4045 | 0.2493 | 0.3085 | 0.9543 |
|
65 |
|
66 |
|
67 |
### Framework versions
|
|
|
21 |
|
22 |
This model is a fine-tuned version of [VRLLab/TurkishBERTweet](https://huggingface.co/VRLLab/TurkishBERTweet) on the None dataset.
|
23 |
It achieves the following results on the evaluation set:
|
24 |
+
- Loss: 0.1992
|
25 |
+
- Precision: 0.3091
|
26 |
+
- Recall: 0.2099
|
27 |
+
- F1: 0.2500
|
28 |
+
- Accuracy: 0.9544
|
29 |
|
30 |
## Model description
|
31 |
|
|
|
56 |
|
57 |
| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
|
58 |
|:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
|
59 |
+
| 0.2517 | 1.0 | 298 | 0.2328 | 0.3333 | 0.0476 | 0.0833 | 0.9433 |
|
60 |
+
| 0.1733 | 2.0 | 596 | 0.2277 | 0.3228 | 0.1709 | 0.2234 | 0.9523 |
|
61 |
+
| 0.1189 | 3.0 | 894 | 0.2875 | 0.4898 | 0.1345 | 0.2110 | 0.9554 |
|
62 |
+
| 0.0775 | 4.0 | 1192 | 0.2896 | 0.4024 | 0.2773 | 0.3284 | 0.9518 |
|
63 |
+
| 0.0514 | 5.0 | 1490 | 0.2886 | 0.3469 | 0.2857 | 0.3134 | 0.9510 |
|
|
|
64 |
|
65 |
|
66 |
### Framework versions
|
config.json
CHANGED
@@ -16,27 +16,17 @@
|
|
16 |
"2": "LABEL_2",
|
17 |
"3": "LABEL_3",
|
18 |
"4": "LABEL_4",
|
19 |
-
"5": "LABEL_5"
|
20 |
-
"6": "LABEL_6",
|
21 |
-
"7": "LABEL_7",
|
22 |
-
"8": "LABEL_8",
|
23 |
-
"9": "LABEL_9",
|
24 |
-
"10": "LABEL_10"
|
25 |
},
|
26 |
"initializer_range": 0.02,
|
27 |
"intermediate_size": 3072,
|
28 |
"label2id": {
|
29 |
"LABEL_0": 0,
|
30 |
"LABEL_1": 1,
|
31 |
-
"LABEL_10": 10,
|
32 |
"LABEL_2": 2,
|
33 |
"LABEL_3": 3,
|
34 |
"LABEL_4": 4,
|
35 |
-
"LABEL_5": 5
|
36 |
-
"LABEL_6": 6,
|
37 |
-
"LABEL_7": 7,
|
38 |
-
"LABEL_8": 8,
|
39 |
-
"LABEL_9": 9
|
40 |
},
|
41 |
"layer_norm_eps": 1e-05,
|
42 |
"max_position_embeddings": 514,
|
|
|
16 |
"2": "LABEL_2",
|
17 |
"3": "LABEL_3",
|
18 |
"4": "LABEL_4",
|
19 |
+
"5": "LABEL_5"
|
|
|
|
|
|
|
|
|
|
|
20 |
},
|
21 |
"initializer_range": 0.02,
|
22 |
"intermediate_size": 3072,
|
23 |
"label2id": {
|
24 |
"LABEL_0": 0,
|
25 |
"LABEL_1": 1,
|
|
|
26 |
"LABEL_2": 2,
|
27 |
"LABEL_3": 3,
|
28 |
"LABEL_4": 4,
|
29 |
+
"LABEL_5": 5
|
|
|
|
|
|
|
|
|
30 |
},
|
31 |
"layer_norm_eps": 1e-05,
|
32 |
"max_position_embeddings": 514,
|
model.safetensors
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 sha256:687feed8ac76fd1cd440958d81be98ce4835723960870a2936ff402a20b589b8
|
3 |
+
size 649048464
|