Alex2575 commited on
Commit
47761fc
1 Parent(s): d17b9ea

End of training

Browse files
Files changed (2) hide show
  1. README.md +79 -0
  2. generation_config.json +261 -0
README.md ADDED
@@ -0,0 +1,79 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ language:
3
+ - he
4
+ license: apache-2.0
5
+ base_model: openai/whisper-base
6
+ tags:
7
+ - generated_from_trainer
8
+ datasets:
9
+ - Alex2575/heb_anna
10
+ metrics:
11
+ - wer
12
+ model-index:
13
+ - name: aleksis_heb_base
14
+ results:
15
+ - task:
16
+ name: Automatic Speech Recognition
17
+ type: automatic-speech-recognition
18
+ dataset:
19
+ name: heb_anna
20
+ type: Alex2575/heb_anna
21
+ metrics:
22
+ - name: Wer
23
+ type: wer
24
+ value: 8.770548282311251
25
+ ---
26
+
27
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
28
+ should probably proofread and complete it, then remove this comment. -->
29
+
30
+ # aleksis_heb_base
31
+
32
+ This model is a fine-tuned version of [openai/whisper-base](https://huggingface.co/openai/whisper-base) on the heb_anna dataset.
33
+ It achieves the following results on the evaluation set:
34
+ - Loss: 0.1006
35
+ - Wer Ortho: 8.7616
36
+ - Wer: 8.7705
37
+
38
+ ## Model description
39
+
40
+ More information needed
41
+
42
+ ## Intended uses & limitations
43
+
44
+ More information needed
45
+
46
+ ## Training and evaluation data
47
+
48
+ More information needed
49
+
50
+ ## Training procedure
51
+
52
+ ### Training hyperparameters
53
+
54
+ The following hyperparameters were used during training:
55
+ - learning_rate: 1e-05
56
+ - train_batch_size: 1
57
+ - eval_batch_size: 16
58
+ - seed: 42
59
+ - gradient_accumulation_steps: 16
60
+ - total_train_batch_size: 16
61
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
62
+ - lr_scheduler_type: constant_with_warmup
63
+ - lr_scheduler_warmup_steps: 50
64
+ - training_steps: 500
65
+ - mixed_precision_training: Native AMP
66
+
67
+ ### Training results
68
+
69
+ | Training Loss | Epoch | Step | Validation Loss | Wer Ortho | Wer |
70
+ |:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|
71
+ | 0.0584 | 4.24 | 500 | 0.1006 | 8.7616 | 8.7705 |
72
+
73
+
74
+ ### Framework versions
75
+
76
+ - Transformers 4.35.0.dev0
77
+ - Pytorch 2.0.1+cu118
78
+ - Datasets 2.14.5
79
+ - Tokenizers 0.14.1
generation_config.json ADDED
@@ -0,0 +1,261 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "alignment_heads": [
3
+ [
4
+ 3,
5
+ 1
6
+ ],
7
+ [
8
+ 4,
9
+ 2
10
+ ],
11
+ [
12
+ 4,
13
+ 3
14
+ ],
15
+ [
16
+ 4,
17
+ 7
18
+ ],
19
+ [
20
+ 5,
21
+ 1
22
+ ],
23
+ [
24
+ 5,
25
+ 2
26
+ ],
27
+ [
28
+ 5,
29
+ 4
30
+ ],
31
+ [
32
+ 5,
33
+ 6
34
+ ]
35
+ ],
36
+ "begin_suppress_tokens": [
37
+ 220,
38
+ 50257
39
+ ],
40
+ "bos_token_id": 50257,
41
+ "decoder_start_token_id": 50258,
42
+ "eos_token_id": 50257,
43
+ "forced_decoder_ids": [
44
+ [
45
+ 1,
46
+ 50279
47
+ ],
48
+ [
49
+ 2,
50
+ 50359
51
+ ],
52
+ [
53
+ 3,
54
+ 50363
55
+ ]
56
+ ],
57
+ "is_multilingual": true,
58
+ "lang_to_id": {
59
+ "<|af|>": 50327,
60
+ "<|am|>": 50334,
61
+ "<|ar|>": 50272,
62
+ "<|as|>": 50350,
63
+ "<|az|>": 50304,
64
+ "<|ba|>": 50355,
65
+ "<|be|>": 50330,
66
+ "<|bg|>": 50292,
67
+ "<|bn|>": 50302,
68
+ "<|bo|>": 50347,
69
+ "<|br|>": 50309,
70
+ "<|bs|>": 50315,
71
+ "<|ca|>": 50270,
72
+ "<|cs|>": 50283,
73
+ "<|cy|>": 50297,
74
+ "<|da|>": 50285,
75
+ "<|de|>": 50261,
76
+ "<|el|>": 50281,
77
+ "<|en|>": 50259,
78
+ "<|es|>": 50262,
79
+ "<|et|>": 50307,
80
+ "<|eu|>": 50310,
81
+ "<|fa|>": 50300,
82
+ "<|fi|>": 50277,
83
+ "<|fo|>": 50338,
84
+ "<|fr|>": 50265,
85
+ "<|gl|>": 50319,
86
+ "<|gu|>": 50333,
87
+ "<|haw|>": 50352,
88
+ "<|ha|>": 50354,
89
+ "<|he|>": 50279,
90
+ "<|hi|>": 50276,
91
+ "<|hr|>": 50291,
92
+ "<|ht|>": 50339,
93
+ "<|hu|>": 50286,
94
+ "<|hy|>": 50312,
95
+ "<|id|>": 50275,
96
+ "<|is|>": 50311,
97
+ "<|it|>": 50274,
98
+ "<|ja|>": 50266,
99
+ "<|jw|>": 50356,
100
+ "<|ka|>": 50329,
101
+ "<|kk|>": 50316,
102
+ "<|km|>": 50323,
103
+ "<|kn|>": 50306,
104
+ "<|ko|>": 50264,
105
+ "<|la|>": 50294,
106
+ "<|lb|>": 50345,
107
+ "<|ln|>": 50353,
108
+ "<|lo|>": 50336,
109
+ "<|lt|>": 50293,
110
+ "<|lv|>": 50301,
111
+ "<|mg|>": 50349,
112
+ "<|mi|>": 50295,
113
+ "<|mk|>": 50308,
114
+ "<|ml|>": 50296,
115
+ "<|mn|>": 50314,
116
+ "<|mr|>": 50320,
117
+ "<|ms|>": 50282,
118
+ "<|mt|>": 50343,
119
+ "<|my|>": 50346,
120
+ "<|ne|>": 50313,
121
+ "<|nl|>": 50271,
122
+ "<|nn|>": 50342,
123
+ "<|no|>": 50288,
124
+ "<|oc|>": 50328,
125
+ "<|pa|>": 50321,
126
+ "<|pl|>": 50269,
127
+ "<|ps|>": 50340,
128
+ "<|pt|>": 50267,
129
+ "<|ro|>": 50284,
130
+ "<|ru|>": 50263,
131
+ "<|sa|>": 50344,
132
+ "<|sd|>": 50332,
133
+ "<|si|>": 50322,
134
+ "<|sk|>": 50298,
135
+ "<|sl|>": 50305,
136
+ "<|sn|>": 50324,
137
+ "<|so|>": 50326,
138
+ "<|sq|>": 50317,
139
+ "<|sr|>": 50303,
140
+ "<|su|>": 50357,
141
+ "<|sv|>": 50273,
142
+ "<|sw|>": 50318,
143
+ "<|ta|>": 50287,
144
+ "<|te|>": 50299,
145
+ "<|tg|>": 50331,
146
+ "<|th|>": 50289,
147
+ "<|tk|>": 50341,
148
+ "<|tl|>": 50348,
149
+ "<|tr|>": 50268,
150
+ "<|tt|>": 50351,
151
+ "<|uk|>": 50280,
152
+ "<|ur|>": 50290,
153
+ "<|uz|>": 50337,
154
+ "<|vi|>": 50278,
155
+ "<|yi|>": 50335,
156
+ "<|yo|>": 50325,
157
+ "<|zh|>": 50260
158
+ },
159
+ "language": "hebrew",
160
+ "max_initial_timestamp_index": 1,
161
+ "max_length": 448,
162
+ "no_timestamps_token_id": 50363,
163
+ "pad_token_id": 50257,
164
+ "return_timestamps": false,
165
+ "suppress_tokens": [
166
+ 1,
167
+ 2,
168
+ 7,
169
+ 8,
170
+ 9,
171
+ 10,
172
+ 14,
173
+ 25,
174
+ 26,
175
+ 27,
176
+ 28,
177
+ 29,
178
+ 31,
179
+ 58,
180
+ 59,
181
+ 60,
182
+ 61,
183
+ 62,
184
+ 63,
185
+ 90,
186
+ 91,
187
+ 92,
188
+ 93,
189
+ 359,
190
+ 503,
191
+ 522,
192
+ 542,
193
+ 873,
194
+ 893,
195
+ 902,
196
+ 918,
197
+ 922,
198
+ 931,
199
+ 1350,
200
+ 1853,
201
+ 1982,
202
+ 2460,
203
+ 2627,
204
+ 3246,
205
+ 3253,
206
+ 3268,
207
+ 3536,
208
+ 3846,
209
+ 3961,
210
+ 4183,
211
+ 4667,
212
+ 6585,
213
+ 6647,
214
+ 7273,
215
+ 9061,
216
+ 9383,
217
+ 10428,
218
+ 10929,
219
+ 11938,
220
+ 12033,
221
+ 12331,
222
+ 12562,
223
+ 13793,
224
+ 14157,
225
+ 14635,
226
+ 15265,
227
+ 15618,
228
+ 16553,
229
+ 16604,
230
+ 18362,
231
+ 18956,
232
+ 20075,
233
+ 21675,
234
+ 22520,
235
+ 26130,
236
+ 26161,
237
+ 26435,
238
+ 28279,
239
+ 29464,
240
+ 31650,
241
+ 32302,
242
+ 32470,
243
+ 36865,
244
+ 42863,
245
+ 47425,
246
+ 49870,
247
+ 50254,
248
+ 50258,
249
+ 50358,
250
+ 50359,
251
+ 50360,
252
+ 50361,
253
+ 50362
254
+ ],
255
+ "task": "transcribe",
256
+ "task_to_id": {
257
+ "transcribe": 50359,
258
+ "translate": 50358
259
+ },
260
+ "transformers_version": "4.35.0.dev0"
261
+ }