Hugging Face's logo

CVR123
/
output

Text Classification
Transformers
TensorBoard
Safetensors
bert
Generated from Trainer
Model card Files
xet
Metrics Community
CVR123 commited on
Commit
26a8d33
·
verified ·
1 Parent(s): 0a4dff2

MuRIL_for_TeluguQC

Browse files
Files changed (7) hide show
  1. README.md +17 -16
  2. config.json +1 -1
  3. model.safetensors +1 -1
  4. runs/Apr09_09-25-00_d477a7e83fd3/events.out.tfevents.1712654711.d477a7e83fd3.893.0 +3 -0
  5. runs/Apr09_09-32-10_d477a7e83fd3/events.out.tfevents.1712655194.d477a7e83fd3.893.1 +3 -0
  6. special_tokens_map.json +5 -35
  7. training_args.bin +1 -1
README.md CHANGED
@@ -1,6 +1,6 @@
1
  ---
2
- license: cc-by-4.0
3
- base_model: l3cube-pune/telugu-bert
4
  tags:
5
  - generated_from_trainer
6
  metrics:
@@ -17,13 +17,13 @@ should probably proofread and complete it, then remove this comment. -->
17
 
18
  # output
19
 
20
- This model is a fine-tuned version of [l3cube-pune/telugu-bert](https://huggingface.co/l3cube-pune/telugu-bert) on an unknown dataset.
21
  It achieves the following results on the evaluation set:
22
- - Loss: 1.6017
23
- - Precision: 0.7825
24
- - Recall: 0.7870
25
- - Accuracy: 0.7870
26
- - F1-score: 0.7809
27
 
28
  ## Model description
29
 
@@ -48,19 +48,20 @@ The following hyperparameters were used during training:
48
  - seed: 42
49
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
50
  - lr_scheduler_type: linear
51
- - num_epochs: 7
52
 
53
  ### Training results
54
 
55
  | Training Loss | Epoch | Step | Validation Loss | Precision | Recall | Accuracy | F1-score |
56
  |:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:--------:|:--------:|
57
- | 1.7849 | 1.0 | 32 | 1.7769 | 0.0454 | 0.2130 | 0.2130 | 0.0748 |
58
- | 1.7491 | 2.0 | 64 | 1.7436 | 0.1414 | 0.3306 | 0.3306 | 0.1933 |
59
- | 1.7032 | 3.0 | 96 | 1.7059 | 0.2918 | 0.3043 | 0.3043 | 0.2076 |
60
- | 1.6498 | 4.0 | 128 | 1.6571 | 0.7274 | 0.6572 | 0.6572 | 0.6571 |
61
- | 1.6029 | 5.0 | 160 | 1.6236 | 0.7687 | 0.7627 | 0.7627 | 0.7576 |
62
- | 1.5724 | 6.0 | 192 | 1.6049 | 0.7894 | 0.7951 | 0.7951 | 0.7893 |
63
- | 1.556 | 7.0 | 224 | 1.6017 | 0.7825 | 0.7870 | 0.7870 | 0.7809 |
 
64
 
65
 
66
  ### Framework versions
 
1
  ---
2
+ license: apache-2.0
3
+ base_model: google/muril-base-cased
4
  tags:
5
  - generated_from_trainer
6
  metrics:
 
17
 
18
  # output
19
 
20
+ This model is a fine-tuned version of [google/muril-base-cased](https://huggingface.co/google/muril-base-cased) on an unknown dataset.
21
  It achieves the following results on the evaluation set:
22
+ - Loss: 1.6250
23
+ - Precision: 0.7716
24
+ - Recall: 0.7647
25
+ - Accuracy: 0.7647
26
+ - F1-score: 0.7587
27
 
28
  ## Model description
29
 
 
48
  - seed: 42
49
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
50
  - lr_scheduler_type: linear
51
+ - num_epochs: 8
52
 
53
  ### Training results
54
 
55
  | Training Loss | Epoch | Step | Validation Loss | Precision | Recall | Accuracy | F1-score |
56
  |:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:--------:|:--------:|
57
+ | 1.7858 | 1.0 | 32 | 1.7821 | 0.0454 | 0.2130 | 0.2130 | 0.0748 |
58
+ | 1.7526 | 2.0 | 64 | 1.7539 | 0.1754 | 0.2860 | 0.2860 | 0.1866 |
59
+ | 1.7112 | 3.0 | 96 | 1.7232 | 0.3352 | 0.3043 | 0.3043 | 0.2168 |
60
+ | 1.6655 | 4.0 | 128 | 1.6832 | 0.7122 | 0.6166 | 0.6166 | 0.6194 |
61
+ | 1.6217 | 5.0 | 160 | 1.6496 | 0.7708 | 0.7688 | 0.7688 | 0.7629 |
62
+ | 1.5898 | 6.0 | 192 | 1.6431 | 0.7618 | 0.7424 | 0.7424 | 0.7379 |
63
+ | 1.5678 | 7.0 | 224 | 1.6285 | 0.7697 | 0.7627 | 0.7627 | 0.7565 |
64
+ | 1.5572 | 8.0 | 256 | 1.6250 | 0.7716 | 0.7647 | 0.7647 | 0.7587 |
65
 
66
 
67
  ### Framework versions
config.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "_name_or_path": "l3cube-pune/telugu-bert",
3
  "architectures": [
4
  "BertForSequenceClassification"
5
  ],
 
1
  {
2
+ "_name_or_path": "google/muril-base-cased",
3
  "architectures": [
4
  "BertForSequenceClassification"
5
  ],
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:aab7a751f02eea3422dd153d9de73285a746a4c7df81a6f7f561c7dd835eeb38
3
  size 950266896
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9b85ca71ae55461247b0c3c451f9fbcd3af094e027628ec1b6c8397e8880713a
3
  size 950266896
runs/Apr09_09-25-00_d477a7e83fd3/events.out.tfevents.1712654711.d477a7e83fd3.893.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8c0a15a358e8c0080017692792a2c3ad02edab0013f3719c5fc15534b0057191
3
+ size 9944
runs/Apr09_09-32-10_d477a7e83fd3/events.out.tfevents.1712655194.d477a7e83fd3.893.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b0dae25e691bcb7f7c08eb347fcb2e35cf4a2b33c0466174a7a0454411e77f1e
3
+ size 10630
special_tokens_map.json CHANGED
@@ -1,37 +1,7 @@
1
  {
2
- "cls_token": {
3
- "content": "[CLS]",
4
- "lstrip": false,
5
- "normalized": false,
6
- "rstrip": false,
7
- "single_word": false
8
- },
9
- "mask_token": {
10
- "content": "[MASK]",
11
- "lstrip": false,
12
- "normalized": false,
13
- "rstrip": false,
14
- "single_word": false
15
- },
16
- "pad_token": {
17
- "content": "[PAD]",
18
- "lstrip": false,
19
- "normalized": false,
20
- "rstrip": false,
21
- "single_word": false
22
- },
23
- "sep_token": {
24
- "content": "[SEP]",
25
- "lstrip": false,
26
- "normalized": false,
27
- "rstrip": false,
28
- "single_word": false
29
- },
30
- "unk_token": {
31
- "content": "[UNK]",
32
- "lstrip": false,
33
- "normalized": false,
34
- "rstrip": false,
35
- "single_word": false
36
- }
37
  }
 
1
  {
2
+ "cls_token": "[CLS]",
3
+ "mask_token": "[MASK]",
4
+ "pad_token": "[PAD]",
5
+ "sep_token": "[SEP]",
6
+ "unk_token": "[UNK]"
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
7
  }
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:bca09a3f3f95451faf3e17d022867f8113ccd6ab0ca2e5d2d6e73464c3890360
3
  size 4856
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:cec6a56dc671964ef5b5a1c936de270b653e2169a37e8282e74d5fb914107522
3
  size 4856