End of training
Browse files- README.md +14 -14
- config.json +1 -1
- pytorch_model.bin +2 -2
- tokenizer_config.json +42 -0
- training_args.bin +2 -2
README.md
CHANGED
@@ -20,11 +20,11 @@ should probably proofread and complete it, then remove this comment. -->
|
|
20 |
|
21 |
This model is a fine-tuned version of [distilbert-base-multilingual-cased](https://huggingface.co/distilbert-base-multilingual-cased) on an unknown dataset.
|
22 |
It achieves the following results on the evaluation set:
|
23 |
-
- Loss: 0.
|
24 |
-
- Precision: 0.
|
25 |
-
- Recall: 0.
|
26 |
-
- F1: 0.
|
27 |
-
- Accuracy: 0.
|
28 |
|
29 |
## Model description
|
30 |
|
@@ -43,7 +43,7 @@ More information needed
|
|
43 |
### Training hyperparameters
|
44 |
|
45 |
The following hyperparameters were used during training:
|
46 |
-
- learning_rate:
|
47 |
- train_batch_size: 8
|
48 |
- eval_batch_size: 8
|
49 |
- seed: 42
|
@@ -53,16 +53,16 @@ The following hyperparameters were used during training:
|
|
53 |
|
54 |
### Training results
|
55 |
|
56 |
-
| Training Loss | Epoch | Step
|
57 |
-
|
58 |
-
| 0.
|
59 |
-
| 0.
|
60 |
-
| 0.
|
61 |
|
62 |
|
63 |
### Framework versions
|
64 |
|
65 |
-
- Transformers 4.
|
66 |
-
- Pytorch 2.
|
67 |
- Datasets 2.14.5
|
68 |
-
- Tokenizers 0.
|
|
|
20 |
|
21 |
This model is a fine-tuned version of [distilbert-base-multilingual-cased](https://huggingface.co/distilbert-base-multilingual-cased) on an unknown dataset.
|
22 |
It achieves the following results on the evaluation set:
|
23 |
+
- Loss: 0.0287
|
24 |
+
- Precision: 0.8882
|
25 |
+
- Recall: 0.9279
|
26 |
+
- F1: 0.9076
|
27 |
+
- Accuracy: 0.9934
|
28 |
|
29 |
## Model description
|
30 |
|
|
|
43 |
### Training hyperparameters
|
44 |
|
45 |
The following hyperparameters were used during training:
|
46 |
+
- learning_rate: 1e-05
|
47 |
- train_batch_size: 8
|
48 |
- eval_batch_size: 8
|
49 |
- seed: 42
|
|
|
53 |
|
54 |
### Training results
|
55 |
|
56 |
+
| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
|
57 |
+
|:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
|
58 |
+
| 0.3007 | 1.0 | 882 | 0.0731 | 0.7217 | 0.7906 | 0.7546 | 0.9807 |
|
59 |
+
| 0.0541 | 2.0 | 1764 | 0.0392 | 0.8475 | 0.9088 | 0.8771 | 0.9905 |
|
60 |
+
| 0.0274 | 3.0 | 2646 | 0.0287 | 0.8882 | 0.9279 | 0.9076 | 0.9934 |
|
61 |
|
62 |
|
63 |
### Framework versions
|
64 |
|
65 |
+
- Transformers 4.34.1
|
66 |
+
- Pytorch 2.1.0+cu118
|
67 |
- Datasets 2.14.5
|
68 |
+
- Tokenizers 0.14.1
|
config.json
CHANGED
@@ -48,6 +48,6 @@
|
|
48 |
"sinusoidal_pos_embds": false,
|
49 |
"tie_weights_": true,
|
50 |
"torch_dtype": "float32",
|
51 |
-
"transformers_version": "4.
|
52 |
"vocab_size": 119547
|
53 |
}
|
|
|
48 |
"sinusoidal_pos_embds": false,
|
49 |
"tie_weights_": true,
|
50 |
"torch_dtype": "float32",
|
51 |
+
"transformers_version": "4.34.1",
|
52 |
"vocab_size": 119547
|
53 |
}
|
pytorch_model.bin
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:b0b556f81f9f1293a76d88dfd5c3a29e6a5b9cf5969c59bb36daeb4fe7b26138
|
3 |
+
size 539008546
|
tokenizer_config.json
CHANGED
@@ -1,4 +1,46 @@
|
|
1 |
{
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
2 |
"clean_up_tokenization_spaces": true,
|
3 |
"cls_token": "[CLS]",
|
4 |
"do_lower_case": false,
|
|
|
1 |
{
|
2 |
+
"added_tokens_decoder": {
|
3 |
+
"0": {
|
4 |
+
"content": "[PAD]",
|
5 |
+
"lstrip": false,
|
6 |
+
"normalized": false,
|
7 |
+
"rstrip": false,
|
8 |
+
"single_word": false,
|
9 |
+
"special": true
|
10 |
+
},
|
11 |
+
"100": {
|
12 |
+
"content": "[UNK]",
|
13 |
+
"lstrip": false,
|
14 |
+
"normalized": false,
|
15 |
+
"rstrip": false,
|
16 |
+
"single_word": false,
|
17 |
+
"special": true
|
18 |
+
},
|
19 |
+
"101": {
|
20 |
+
"content": "[CLS]",
|
21 |
+
"lstrip": false,
|
22 |
+
"normalized": false,
|
23 |
+
"rstrip": false,
|
24 |
+
"single_word": false,
|
25 |
+
"special": true
|
26 |
+
},
|
27 |
+
"102": {
|
28 |
+
"content": "[SEP]",
|
29 |
+
"lstrip": false,
|
30 |
+
"normalized": false,
|
31 |
+
"rstrip": false,
|
32 |
+
"single_word": false,
|
33 |
+
"special": true
|
34 |
+
},
|
35 |
+
"103": {
|
36 |
+
"content": "[MASK]",
|
37 |
+
"lstrip": false,
|
38 |
+
"normalized": false,
|
39 |
+
"rstrip": false,
|
40 |
+
"single_word": false,
|
41 |
+
"special": true
|
42 |
+
}
|
43 |
+
},
|
44 |
"clean_up_tokenization_spaces": true,
|
45 |
"cls_token": "[CLS]",
|
46 |
"do_lower_case": false,
|
training_args.bin
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 sha256:0a786ece5d73cb8872a9a37a1086b96dcb88bc17970b2fe387c29f98a5798690
|
3 |
+
size 4536
|