arturslogins commited on
Commit
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End of training

Browse files
Files changed (3) hide show
  1. README.md +58 -86
  2. generation_config.json +249 -249
  3. training_log.txt +2 -2
README.md CHANGED
@@ -1,86 +1,58 @@
1
- ---
2
- language:
3
- - lv
4
- license: apache-2.0
5
- base_model: arturslogins/whisper-medium-lv
6
- tags:
7
- - hf-asr-leaderboard
8
- - generated_from_trainer
9
- datasets:
10
- - ta-dataset/training
11
- metrics:
12
- - wer
13
- model-index:
14
- - name: Whisper medium LV - Arturs Logins
15
- results:
16
- - task:
17
- name: Automatic Speech Recognition
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- type: automatic-speech-recognition
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- dataset:
20
- name: Recorded Voice
21
- type: ta-dataset/training
22
- config: lv
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- split: test
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- args: 'config: lv, split: test'
25
- metrics:
26
- - name: Wer
27
- type: wer
28
- value: 31.294536817102138
29
- ---
30
-
31
- <!-- This model card has been generated automatically according to the information the Trainer had access to. You
32
- should probably proofread and complete it, then remove this comment. -->
33
-
34
- # Whisper medium LV - Arturs Logins
35
-
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- This model is a fine-tuned version of [arturslogins/whisper-medium-lv](https://huggingface.co/arturslogins/whisper-medium-lv) on the Recorded Voice dataset.
37
- It achieves the following results on the evaluation set:
38
- - Loss: 0.4217
39
- - Wer: 31.2945
40
-
41
- ## Model description
42
-
43
- More information needed
44
-
45
- ## Intended uses & limitations
46
-
47
- More information needed
48
-
49
- ## Training and evaluation data
50
-
51
- More information needed
52
-
53
- ## Training procedure
54
-
55
- ### Training hyperparameters
56
-
57
- The following hyperparameters were used during training:
58
- - learning_rate: 1e-05
59
- - train_batch_size: 16
60
- - eval_batch_size: 12
61
- - seed: 42
62
- - gradient_accumulation_steps: 2
63
- - total_train_batch_size: 32
64
- - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
65
- - lr_scheduler_type: linear
66
- - lr_scheduler_warmup_steps: 500
67
- - training_steps: 5000
68
- - mixed_precision_training: Native AMP
69
-
70
- ### Training results
71
-
72
- | Training Loss | Epoch | Step | Validation Loss | Wer |
73
- |:-------------:|:------:|:----:|:---------------:|:-------:|
74
- | 0.1818 | 0.1867 | 1000 | 0.5788 | 36.5321 |
75
- | 0.1331 | 0.3734 | 2000 | 0.5003 | 33.9311 |
76
- | 0.097 | 0.5601 | 3000 | 0.4944 | 36.2470 |
77
- | 0.0809 | 0.7468 | 4000 | 0.4433 | 32.3515 |
78
- | 0.1434 | 0.9334 | 5000 | 0.4217 | 31.2945 |
79
-
80
-
81
- ### Framework versions
82
-
83
- - Transformers 4.41.0.dev0
84
- - Pytorch 2.0.1
85
- - Datasets 2.19.1
86
- - Tokenizers 0.19.1
 
1
+ ---
2
+ language:
3
+ - lv
4
+ license: apache-2.0
5
+ base_model: openai/whisper-medium
6
+ tags:
7
+ - hf-asr-leaderboard
8
+ - generated_from_trainer
9
+ datasets:
10
+ - mozilla-foundation/common_voice_16_1
11
+ model-index:
12
+ - name: Whisper medium LV - Arturs Logins
13
+ results: []
14
+ ---
15
+
16
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
17
+ should probably proofread and complete it, then remove this comment. -->
18
+
19
+ # Whisper medium LV - Arturs Logins
20
+
21
+ This model is a fine-tuned version of [openai/whisper-medium](https://huggingface.co/openai/whisper-medium) on the Common Voice 16.1 dataset.
22
+
23
+ ## Model description
24
+
25
+ More information needed
26
+
27
+ ## Intended uses & limitations
28
+
29
+ More information needed
30
+
31
+ ## Training and evaluation data
32
+
33
+ More information needed
34
+
35
+ ## Training procedure
36
+
37
+ ### Training hyperparameters
38
+
39
+ The following hyperparameters were used during training:
40
+ - learning_rate: 5e-06
41
+ - train_batch_size: 4
42
+ - eval_batch_size: 16
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+ - seed: 42
44
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
45
+ - lr_scheduler_type: linear
46
+ - lr_scheduler_warmup_steps: 500
47
+ - training_steps: 1
48
+
49
+ ### Training results
50
+
51
+
52
+
53
+ ### Framework versions
54
+
55
+ - Transformers 4.43.0.dev0
56
+ - Pytorch 2.2.2+cpu
57
+ - Datasets 2.18.0
58
+ - Tokenizers 0.19.1
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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