JRHuy commited on
Commit
f65ee34
1 Parent(s): 6082645

update model card README.md

Browse files
Files changed (1) hide show
  1. README.md +65 -0
README.md ADDED
@@ -0,0 +1,65 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: apache-2.0
3
+ base_model: duytran3112/whisper-sm-vivos
4
+ tags:
5
+ - generated_from_trainer
6
+ metrics:
7
+ - wer
8
+ model-index:
9
+ - name: whisper-vietnamese
10
+ results: []
11
+ ---
12
+
13
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
14
+ should probably proofread and complete it, then remove this comment. -->
15
+
16
+ # whisper-vietnamese
17
+
18
+ This model is a fine-tuned version of [duytran3112/whisper-sm-vivos](https://huggingface.co/duytran3112/whisper-sm-vivos) on the None dataset.
19
+ It achieves the following results on the evaluation set:
20
+ - Loss: 0.5065
21
+ - Wer: 143.8155
22
+ - Cer: 157.5871
23
+
24
+ ## Model description
25
+
26
+ More information needed
27
+
28
+ ## Intended uses & limitations
29
+
30
+ More information needed
31
+
32
+ ## Training and evaluation data
33
+
34
+ More information needed
35
+
36
+ ## Training procedure
37
+
38
+ ### Training hyperparameters
39
+
40
+ The following hyperparameters were used during training:
41
+ - learning_rate: 1e-05
42
+ - train_batch_size: 16
43
+ - eval_batch_size: 8
44
+ - seed: 42
45
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
46
+ - lr_scheduler_type: linear
47
+ - lr_scheduler_warmup_steps: 500
48
+ - training_steps: 4000
49
+
50
+ ### Training results
51
+
52
+ | Training Loss | Epoch | Step | Validation Loss | Wer | Cer |
53
+ |:-------------:|:-----:|:----:|:---------------:|:--------:|:--------:|
54
+ | 0.0953 | 3.07 | 1000 | 0.4070 | 131.4363 | 111.3538 |
55
+ | 0.0089 | 6.13 | 2000 | 0.4713 | 159.9544 | 148.2014 |
56
+ | 0.003 | 9.2 | 3000 | 0.4932 | 139.2248 | 152.0525 |
57
+ | 0.0015 | 12.27 | 4000 | 0.5065 | 143.8155 | 157.5871 |
58
+
59
+
60
+ ### Framework versions
61
+
62
+ - Transformers 4.31.0
63
+ - Pytorch 2.0.0
64
+ - Datasets 2.14.4
65
+ - Tokenizers 0.13.3