Hugging Face's logo

adriansanz
/
FS_25_05

Text Classification
Transformers
TensorBoard
Safetensors
roberta
Generated from Trainer
Model card Files Metrics Community
adriansanz commited on
Commit
8b8ce55
·
verified ·
1 Parent(s): dd63d8d

End of training

Browse files
Files changed (9) hide show
  1. README.md +11 -11
  2. logs/events.out.tfevents.1716289051.7ec673f72dad.530.11 +3 -0
  3. logs/events.out.tfevents.1716289657.7ec673f72dad.530.12 +3 -0
  4. merges.txt +0 -0
  5. model.safetensors +1 -1
  6. special_tokens_map.json +51 -0
  7. tokenizer.json +0 -0
  8. tokenizer_config.json +58 -0
  9. vocab.json +0 -0
README.md CHANGED
@@ -20,12 +20,12 @@ should probably proofread and complete it, then remove this comment. -->
20
 
21
  This model is a fine-tuned version of [projecte-aina/roberta-base-ca-v2](https://huggingface.co/projecte-aina/roberta-base-ca-v2) on the None dataset.
22
  It achieves the following results on the evaluation set:
23
- - Loss: 0.1830
24
- - Accuracy: 0.9608
25
- - Precision: 0.9618
26
- - Recall: 0.9606
27
- - F1: 0.9603
28
- - Ratio: 0.0510
29
 
30
  ## Model description
31
 
@@ -57,11 +57,11 @@ The following hyperparameters were used during training:
57
 
58
  | Training Loss | Epoch | Step | Validation Loss | Accuracy | Precision | Recall | F1 | Ratio |
59
  |:-------------:|:-----:|:----:|:---------------:|:--------:|:---------:|:------:|:------:|:------:|
60
- | 1.7701 | 1.0 | 362 | 1.6423 | 0.8980 | 0.9086 | 0.8982 | 0.8983 | 0.0549 |
61
- | 0.3762 | 2.0 | 724 | 0.3326 | 0.9451 | 0.9466 | 0.9449 | 0.9446 | 0.0529 |
62
- | 0.1056 | 3.0 | 1086 | 0.1995 | 0.9608 | 0.9617 | 0.9608 | 0.9605 | 0.0510 |
63
- | 0.0238 | 4.0 | 1448 | 0.1830 | 0.9608 | 0.9618 | 0.9606 | 0.9603 | 0.0510 |
64
- | 0.1092 | 5.0 | 1810 | 0.1919 | 0.9627 | 0.9641 | 0.9627 | 0.9626 | 0.0510 |
65
 
66
 
67
  ### Framework versions
 
20
 
21
  This model is a fine-tuned version of [projecte-aina/roberta-base-ca-v2](https://huggingface.co/projecte-aina/roberta-base-ca-v2) on the None dataset.
22
  It achieves the following results on the evaluation set:
23
+ - Loss: 0.1403
24
+ - Accuracy: 0.9745
25
+ - Precision: 0.9751
26
+ - Recall: 0.9743
27
+ - F1: 0.9744
28
+ - Ratio: 0.0529
29
 
30
  ## Model description
31
 
 
57
 
58
  | Training Loss | Epoch | Step | Validation Loss | Accuracy | Precision | Recall | F1 | Ratio |
59
  |:-------------:|:-----:|:----:|:---------------:|:--------:|:---------:|:------:|:------:|:------:|
60
+ | 1.7313 | 1.0 | 362 | 1.5891 | 0.9137 | 0.9237 | 0.9138 | 0.9148 | 0.0569 |
61
+ | 0.3284 | 2.0 | 724 | 0.2812 | 0.9529 | 0.9560 | 0.9528 | 0.9533 | 0.0490 |
62
+ | 0.103 | 3.0 | 1086 | 0.1580 | 0.9667 | 0.9681 | 0.9665 | 0.9663 | 0.0510 |
63
+ | 0.1073 | 4.0 | 1448 | 0.1532 | 0.9686 | 0.9693 | 0.9685 | 0.9686 | 0.0529 |
64
+ | 0.1295 | 5.0 | 1810 | 0.1403 | 0.9745 | 0.9751 | 0.9743 | 0.9744 | 0.0529 |
65
 
66
 
67
  ### Framework versions
logs/events.out.tfevents.1716289051.7ec673f72dad.530.11 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:415d592a23b7c605d79c665e3253218e1809bcd1b798eb9d29373c752b90e749
3
+ size 46411
logs/events.out.tfevents.1716289657.7ec673f72dad.530.12 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d7a225838a52081e6d2039573a5f12e9f52286dfdc8a0ad4f1e56fd363d88353
3
+ size 609
merges.txt ADDED
The diff for this file is too large to render. See raw diff
 
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:17f9a01009c3e1185efce3db1584ef1561978c6c5137cfa238e3711ec04dab5f
3
  size 498658976
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:71dd7d46a1b448abadd707903555af40ada5233935e51492ae5df6effeee8edf
3
  size 498658976
special_tokens_map.json ADDED
@@ -0,0 +1,51 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token": {
3
+ "content": "<s>",
4
+ "lstrip": false,
5
+ "normalized": true,
6
+ "rstrip": false,
7
+ "single_word": false
8
+ },
9
+ "cls_token": {
10
+ "content": "<s>",
11
+ "lstrip": false,
12
+ "normalized": true,
13
+ "rstrip": false,
14
+ "single_word": false
15
+ },
16
+ "eos_token": {
17
+ "content": "</s>",
18
+ "lstrip": false,
19
+ "normalized": true,
20
+ "rstrip": false,
21
+ "single_word": false
22
+ },
23
+ "mask_token": {
24
+ "content": "<mask>",
25
+ "lstrip": true,
26
+ "normalized": true,
27
+ "rstrip": false,
28
+ "single_word": false
29
+ },
30
+ "pad_token": {
31
+ "content": "<pad>",
32
+ "lstrip": false,
33
+ "normalized": true,
34
+ "rstrip": false,
35
+ "single_word": false
36
+ },
37
+ "sep_token": {
38
+ "content": "</s>",
39
+ "lstrip": false,
40
+ "normalized": true,
41
+ "rstrip": false,
42
+ "single_word": false
43
+ },
44
+ "unk_token": {
45
+ "content": "<unk>",
46
+ "lstrip": false,
47
+ "normalized": true,
48
+ "rstrip": false,
49
+ "single_word": false
50
+ }
51
+ }
tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
tokenizer_config.json ADDED
@@ -0,0 +1,58 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "add_prefix_space": true,
3
+ "added_tokens_decoder": {
4
+ "0": {
5
+ "content": "<s>",
6
+ "lstrip": false,
7
+ "normalized": true,
8
+ "rstrip": false,
9
+ "single_word": false,
10
+ "special": true
11
+ },
12
+ "1": {
13
+ "content": "<pad>",
14
+ "lstrip": false,
15
+ "normalized": true,
16
+ "rstrip": false,
17
+ "single_word": false,
18
+ "special": true
19
+ },
20
+ "2": {
21
+ "content": "</s>",
22
+ "lstrip": false,
23
+ "normalized": true,
24
+ "rstrip": false,
25
+ "single_word": false,
26
+ "special": true
27
+ },
28
+ "3": {
29
+ "content": "<unk>",
30
+ "lstrip": false,
31
+ "normalized": true,
32
+ "rstrip": false,
33
+ "single_word": false,
34
+ "special": true
35
+ },
36
+ "4": {
37
+ "content": "<mask>",
38
+ "lstrip": true,
39
+ "normalized": true,
40
+ "rstrip": false,
41
+ "single_word": false,
42
+ "special": true
43
+ }
44
+ },
45
+ "bos_token": "<s>",
46
+ "clean_up_tokenization_spaces": true,
47
+ "cls_token": "<s>",
48
+ "eos_token": "</s>",
49
+ "errors": "replace",
50
+ "mask_token": "<mask>",
51
+ "max_len": 512,
52
+ "model_max_length": 512,
53
+ "pad_token": "<pad>",
54
+ "sep_token": "</s>",
55
+ "tokenizer_class": "RobertaTokenizer",
56
+ "trim_offsets": true,
57
+ "unk_token": "<unk>"
58
+ }
vocab.json ADDED
The diff for this file is too large to render. See raw diff