ahishamm commited on
Commit
22cc86b
1 Parent(s): b2f74ed

End of training

Browse files
README.md ADDED
@@ -0,0 +1,87 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ language:
3
+ - ar
4
+ license: apache-2.0
5
+ base_model: openai/whisper-large-v3
6
+ tags:
7
+ - hf-asr-leaderboard
8
+ - generated_from_trainer
9
+ datasets:
10
+ - ahishamm/QURANICWhisperDataset
11
+ metrics:
12
+ - wer
13
+ model-index:
14
+ - name: QURANIC Whisper Large V3 - full
15
+ results:
16
+ - task:
17
+ name: Automatic Speech Recognition
18
+ type: automatic-speech-recognition
19
+ dataset:
20
+ name: QURANICWhisperDataset
21
+ type: ahishamm/QURANICWhisperDataset
22
+ args: 'config: ar, split: train'
23
+ metrics:
24
+ - name: Wer
25
+ type: wer
26
+ value: 121.00549461448435
27
+ ---
28
+
29
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
30
+ should probably proofread and complete it, then remove this comment. -->
31
+
32
+ # QURANIC Whisper Large V3 - full
33
+
34
+ This model is a fine-tuned version of [openai/whisper-large-v3](https://huggingface.co/openai/whisper-large-v3) on the QURANICWhisperDataset dataset.
35
+ It achieves the following results on the evaluation set:
36
+ - Loss: 0.0375
37
+ - Wer: 121.0055
38
+
39
+ ## Model description
40
+
41
+ More information needed
42
+
43
+ ## Intended uses & limitations
44
+
45
+ More information needed
46
+
47
+ ## Training and evaluation data
48
+
49
+ More information needed
50
+
51
+ ## Training procedure
52
+
53
+ ### Training hyperparameters
54
+
55
+ The following hyperparameters were used during training:
56
+ - learning_rate: 1e-05
57
+ - train_batch_size: 4
58
+ - eval_batch_size: 4
59
+ - seed: 42
60
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
61
+ - lr_scheduler_type: linear
62
+ - lr_scheduler_warmup_steps: 500
63
+ - training_steps: 10000
64
+ - mixed_precision_training: Native AMP
65
+
66
+ ### Training results
67
+
68
+ | Training Loss | Epoch | Step | Validation Loss | Wer |
69
+ |:-------------:|:-----:|:-----:|:---------------:|:--------:|
70
+ | 0.1349 | 0.2 | 1000 | 0.1227 | 256.8256 |
71
+ | 0.1098 | 0.4 | 2000 | 0.0918 | 438.2193 |
72
+ | 0.1071 | 0.6 | 3000 | 0.0839 | 286.1663 |
73
+ | 0.0837 | 0.8 | 4000 | 0.0737 | 295.5091 |
74
+ | 0.0672 | 1.0 | 5000 | 0.0611 | 293.6147 |
75
+ | 0.03 | 1.2 | 6000 | 0.0559 | 204.9680 |
76
+ | 0.0104 | 1.4 | 7000 | 0.0485 | 189.5761 |
77
+ | 0.0245 | 1.6 | 8000 | 0.0456 | 141.0698 |
78
+ | 0.0446 | 1.8 | 9000 | 0.0398 | 134.5774 |
79
+ | 0.0231 | 2.0 | 10000 | 0.0375 | 121.0055 |
80
+
81
+
82
+ ### Framework versions
83
+
84
+ - Transformers 4.39.2
85
+ - Pytorch 2.2.0
86
+ - Datasets 2.18.0
87
+ - Tokenizers 0.15.1
generation_config.json ADDED
@@ -0,0 +1,266 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "alignment_heads": [
3
+ [
4
+ 7,
5
+ 0
6
+ ],
7
+ [
8
+ 10,
9
+ 17
10
+ ],
11
+ [
12
+ 12,
13
+ 18
14
+ ],
15
+ [
16
+ 13,
17
+ 12
18
+ ],
19
+ [
20
+ 16,
21
+ 1
22
+ ],
23
+ [
24
+ 17,
25
+ 14
26
+ ],
27
+ [
28
+ 19,
29
+ 11
30
+ ],
31
+ [
32
+ 21,
33
+ 4
34
+ ],
35
+ [
36
+ 24,
37
+ 1
38
+ ],
39
+ [
40
+ 25,
41
+ 6
42
+ ]
43
+ ],
44
+ "begin_suppress_tokens": [
45
+ 220,
46
+ 50257
47
+ ],
48
+ "bos_token_id": 50257,
49
+ "decoder_start_token_id": 50258,
50
+ "eos_token_id": 50257,
51
+ "forced_decoder_ids": [
52
+ [
53
+ 1,
54
+ null
55
+ ],
56
+ [
57
+ 2,
58
+ 50360
59
+ ]
60
+ ],
61
+ "is_multilingual": true,
62
+ "lang_to_id": {
63
+ "<|af|>": 50327,
64
+ "<|am|>": 50334,
65
+ "<|ar|>": 50272,
66
+ "<|as|>": 50350,
67
+ "<|az|>": 50304,
68
+ "<|ba|>": 50355,
69
+ "<|be|>": 50330,
70
+ "<|bg|>": 50292,
71
+ "<|bn|>": 50302,
72
+ "<|bo|>": 50347,
73
+ "<|br|>": 50309,
74
+ "<|bs|>": 50315,
75
+ "<|ca|>": 50270,
76
+ "<|cs|>": 50283,
77
+ "<|cy|>": 50297,
78
+ "<|da|>": 50285,
79
+ "<|de|>": 50261,
80
+ "<|el|>": 50281,
81
+ "<|en|>": 50259,
82
+ "<|es|>": 50262,
83
+ "<|et|>": 50307,
84
+ "<|eu|>": 50310,
85
+ "<|fa|>": 50300,
86
+ "<|fi|>": 50277,
87
+ "<|fo|>": 50338,
88
+ "<|fr|>": 50265,
89
+ "<|gl|>": 50319,
90
+ "<|gu|>": 50333,
91
+ "<|haw|>": 50352,
92
+ "<|ha|>": 50354,
93
+ "<|he|>": 50279,
94
+ "<|hi|>": 50276,
95
+ "<|hr|>": 50291,
96
+ "<|ht|>": 50339,
97
+ "<|hu|>": 50286,
98
+ "<|hy|>": 50312,
99
+ "<|id|>": 50275,
100
+ "<|is|>": 50311,
101
+ "<|it|>": 50274,
102
+ "<|ja|>": 50266,
103
+ "<|jw|>": 50356,
104
+ "<|ka|>": 50329,
105
+ "<|kk|>": 50316,
106
+ "<|km|>": 50323,
107
+ "<|kn|>": 50306,
108
+ "<|ko|>": 50264,
109
+ "<|la|>": 50294,
110
+ "<|lb|>": 50345,
111
+ "<|ln|>": 50353,
112
+ "<|lo|>": 50336,
113
+ "<|lt|>": 50293,
114
+ "<|lv|>": 50301,
115
+ "<|mg|>": 50349,
116
+ "<|mi|>": 50295,
117
+ "<|mk|>": 50308,
118
+ "<|ml|>": 50296,
119
+ "<|mn|>": 50314,
120
+ "<|mr|>": 50320,
121
+ "<|ms|>": 50282,
122
+ "<|mt|>": 50343,
123
+ "<|my|>": 50346,
124
+ "<|ne|>": 50313,
125
+ "<|nl|>": 50271,
126
+ "<|nn|>": 50342,
127
+ "<|no|>": 50288,
128
+ "<|oc|>": 50328,
129
+ "<|pa|>": 50321,
130
+ "<|pl|>": 50269,
131
+ "<|ps|>": 50340,
132
+ "<|pt|>": 50267,
133
+ "<|ro|>": 50284,
134
+ "<|ru|>": 50263,
135
+ "<|sa|>": 50344,
136
+ "<|sd|>": 50332,
137
+ "<|si|>": 50322,
138
+ "<|sk|>": 50298,
139
+ "<|sl|>": 50305,
140
+ "<|sn|>": 50324,
141
+ "<|so|>": 50326,
142
+ "<|sq|>": 50317,
143
+ "<|sr|>": 50303,
144
+ "<|su|>": 50357,
145
+ "<|sv|>": 50273,
146
+ "<|sw|>": 50318,
147
+ "<|ta|>": 50287,
148
+ "<|te|>": 50299,
149
+ "<|tg|>": 50331,
150
+ "<|th|>": 50289,
151
+ "<|tk|>": 50341,
152
+ "<|tl|>": 50348,
153
+ "<|tr|>": 50268,
154
+ "<|tt|>": 50351,
155
+ "<|uk|>": 50280,
156
+ "<|ur|>": 50290,
157
+ "<|uz|>": 50337,
158
+ "<|vi|>": 50278,
159
+ "<|yi|>": 50335,
160
+ "<|yo|>": 50325,
161
+ "<|yue|>": 50358,
162
+ "<|zh|>": 50260
163
+ },
164
+ "language": "ar",
165
+ "max_initial_timestamp_index": 50,
166
+ "max_length": 448,
167
+ "no_timestamps_token_id": 50364,
168
+ "pad_token_id": 50257,
169
+ "prev_sot_token_id": 50362,
170
+ "return_timestamps": false,
171
+ "suppress_tokens": [
172
+ 1,
173
+ 2,
174
+ 7,
175
+ 8,
176
+ 9,
177
+ 10,
178
+ 14,
179
+ 25,
180
+ 26,
181
+ 27,
182
+ 28,
183
+ 29,
184
+ 31,
185
+ 58,
186
+ 59,
187
+ 60,
188
+ 61,
189
+ 62,
190
+ 63,
191
+ 90,
192
+ 91,
193
+ 92,
194
+ 93,
195
+ 359,
196
+ 503,
197
+ 522,
198
+ 542,
199
+ 873,
200
+ 893,
201
+ 902,
202
+ 918,
203
+ 922,
204
+ 931,
205
+ 1350,
206
+ 1853,
207
+ 1982,
208
+ 2460,
209
+ 2627,
210
+ 3246,
211
+ 3253,
212
+ 3268,
213
+ 3536,
214
+ 3846,
215
+ 3961,
216
+ 4183,
217
+ 4667,
218
+ 6585,
219
+ 6647,
220
+ 7273,
221
+ 9061,
222
+ 9383,
223
+ 10428,
224
+ 10929,
225
+ 11938,
226
+ 12033,
227
+ 12331,
228
+ 12562,
229
+ 13793,
230
+ 14157,
231
+ 14635,
232
+ 15265,
233
+ 15618,
234
+ 16553,
235
+ 16604,
236
+ 18362,
237
+ 18956,
238
+ 20075,
239
+ 21675,
240
+ 22520,
241
+ 26130,
242
+ 26161,
243
+ 26435,
244
+ 28279,
245
+ 29464,
246
+ 31650,
247
+ 32302,
248
+ 32470,
249
+ 36865,
250
+ 42863,
251
+ 47425,
252
+ 49870,
253
+ 50254,
254
+ 50258,
255
+ 50359,
256
+ 50360,
257
+ 50361,
258
+ 50362,
259
+ 50363
260
+ ],
261
+ "task_to_id": {
262
+ "transcribe": 50360,
263
+ "translate": 50359
264
+ },
265
+ "transformers_version": "4.39.2"
266
+ }
model-00001-of-00002.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f14f6dc52358ee195fcaaf8b9febbac18c51c4746a43aaa633055150340bfa30
3
+ size 4993448880
model-00002-of-00002.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2de06c05bf7a19c5bd9e26796b0049ed666d88610a0442a0a5932f4179101b7f
3
+ size 1180663192
model.safetensors.index.json ADDED
The diff for this file is too large to render. See raw diff