Hugging Face's logo

xbilek25
/
whisper-medium-en-cv-4.3

Automatic Speech Recognition
Transformers
TensorBoard
Safetensors
English
whisper
Generated from Trainer
Eval Results
Model card Files Metrics Community
xbilek25 commited on
Commit
0095528
·
verified ·
1 Parent(s): 7a6d819

End of training

Browse files
Files changed (3) hide show
  1. README.md +80 -0
  2. generation_config.json +183 -0
  3. model.safetensors +1 -1
README.md ADDED
@@ -0,0 +1,80 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ library_name: transformers
3
+ language:
4
+ - en
5
+ license: apache-2.0
6
+ base_model: openai/whisper-medium.en
7
+ tags:
8
+ - generated_from_trainer
9
+ datasets:
10
+ - mozilla-foundation/common_voice_17_0
11
+ metrics:
12
+ - wer
13
+ model-index:
14
+ - name: whisper-medium-en-cv-4.3
15
+ results:
16
+ - task:
17
+ name: Automatic Speech Recognition
18
+ type: automatic-speech-recognition
19
+ dataset:
20
+ name: Common Voice 17.0
21
+ type: mozilla-foundation/common_voice_17_0
22
+ config: en
23
+ split: test
24
+ args: 'config: en, split: test'
25
+ metrics:
26
+ - name: Wer
27
+ type: wer
28
+ value: 13.528336380255942
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-en-cv-4.3
35
+
36
+ This model is a fine-tuned version of [openai/whisper-medium.en](https://huggingface.co/openai/whisper-medium.en) on the Common Voice 17.0 dataset.
37
+ It achieves the following results on the evaluation set:
38
+ - Loss: 0.3982
39
+ - Wer: 13.5283
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: 9e-06
59
+ - train_batch_size: 32
60
+ - eval_batch_size: 4
61
+ - seed: 42
62
+ - optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
63
+ - lr_scheduler_type: linear
64
+ - lr_scheduler_warmup_steps: 150
65
+ - training_steps: 1125
66
+ - mixed_precision_training: Native AMP
67
+
68
+ ### Training results
69
+
70
+ | Training Loss | Epoch | Step | Validation Loss | Wer |
71
+ |:-------------:|:-----:|:----:|:---------------:|:-------:|
72
+ | 0.3019 | 0.6 | 675 | 0.3982 | 13.5283 |
73
+
74
+
75
+ ### Framework versions
76
+
77
+ - Transformers 4.51.3
78
+ - Pytorch 2.6.0+cu124
79
+ - Datasets 3.5.1
80
+ - Tokenizers 0.21.1
generation_config.json ADDED
@@ -0,0 +1,183 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "alignment_heads": [
3
+ [
4
+ 11,
5
+ 4
6
+ ],
7
+ [
8
+ 14,
9
+ 1
10
+ ],
11
+ [
12
+ 14,
13
+ 12
14
+ ],
15
+ [
16
+ 14,
17
+ 14
18
+ ],
19
+ [
20
+ 15,
21
+ 4
22
+ ],
23
+ [
24
+ 16,
25
+ 0
26
+ ],
27
+ [
28
+ 16,
29
+ 4
30
+ ],
31
+ [
32
+ 16,
33
+ 9
34
+ ],
35
+ [
36
+ 17,
37
+ 12
38
+ ],
39
+ [
40
+ 17,
41
+ 14
42
+ ],
43
+ [
44
+ 18,
45
+ 7
46
+ ],
47
+ [
48
+ 18,
49
+ 10
50
+ ],
51
+ [
52
+ 18,
53
+ 15
54
+ ],
55
+ [
56
+ 20,
57
+ 0
58
+ ],
59
+ [
60
+ 20,
61
+ 3
62
+ ],
63
+ [
64
+ 20,
65
+ 9
66
+ ],
67
+ [
68
+ 20,
69
+ 14
70
+ ],
71
+ [
72
+ 21,
73
+ 12
74
+ ]
75
+ ],
76
+ "begin_suppress_tokens": [
77
+ 220,
78
+ 50256
79
+ ],
80
+ "bos_token_id": 50257,
81
+ "decoder_start_token_id": 50257,
82
+ "eos_token_id": 50256,
83
+ "is_multilingual": false,
84
+ "max_initial_timestamp_index": 50,
85
+ "max_length": 448,
86
+ "no_timestamps_token_id": 50362,
87
+ "pad_token_id": 50256,
88
+ "prev_sot_token_id": 50360,
89
+ "return_timestamps": false,
90
+ "suppress_tokens": [
91
+ 1,
92
+ 2,
93
+ 7,
94
+ 8,
95
+ 9,
96
+ 10,
97
+ 14,
98
+ 25,
99
+ 26,
100
+ 27,
101
+ 28,
102
+ 29,
103
+ 31,
104
+ 58,
105
+ 59,
106
+ 60,
107
+ 61,
108
+ 62,
109
+ 63,
110
+ 90,
111
+ 91,
112
+ 92,
113
+ 93,
114
+ 357,
115
+ 366,
116
+ 438,
117
+ 532,
118
+ 685,
119
+ 705,
120
+ 796,
121
+ 930,
122
+ 1058,
123
+ 1220,
124
+ 1267,
125
+ 1279,
126
+ 1303,
127
+ 1343,
128
+ 1377,
129
+ 1391,
130
+ 1635,
131
+ 1782,
132
+ 1875,
133
+ 2162,
134
+ 2361,
135
+ 2488,
136
+ 3467,
137
+ 4008,
138
+ 4211,
139
+ 4600,
140
+ 4808,
141
+ 5299,
142
+ 5855,
143
+ 6329,
144
+ 7203,
145
+ 9609,
146
+ 9959,
147
+ 10563,
148
+ 10786,
149
+ 11420,
150
+ 11709,
151
+ 11907,
152
+ 13163,
153
+ 13697,
154
+ 13700,
155
+ 14808,
156
+ 15306,
157
+ 16410,
158
+ 16791,
159
+ 17992,
160
+ 19203,
161
+ 19510,
162
+ 20724,
163
+ 22305,
164
+ 22935,
165
+ 27007,
166
+ 30109,
167
+ 30420,
168
+ 33409,
169
+ 34949,
170
+ 40283,
171
+ 40493,
172
+ 40549,
173
+ 47282,
174
+ 49146,
175
+ 50257,
176
+ 50357,
177
+ 50358,
178
+ 50359,
179
+ 50360,
180
+ 50361
181
+ ],
182
+ "transformers_version": "4.51.3"
183
+ }
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:ff5fce7731a1b4da047882f0e0f560c333554e5b3a8eb7988c234b9d8870797e
3
  size 3055540208
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9c665c10ae1256875495dbc20be0e73e6efe91603a18c91e99345360affd4f01
3
  size 3055540208