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End of training

Browse files
README.md CHANGED
@@ -20,8 +20,8 @@ should probably proofread and complete it, then remove this comment. -->
20
 
21
  This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.2513
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- - Wer: 10.4412
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  ## Model description
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@@ -40,7 +40,7 @@ More information needed
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  ### Training hyperparameters
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  The following hyperparameters were used during training:
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- - learning_rate: 0.0001
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  - train_batch_size: 16
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  - eval_batch_size: 16
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  - seed: 42
@@ -54,26 +54,11 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Wer |
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  |:-------------:|:------:|:----:|:---------------:|:-------:|
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- | 1.636 | 0.0951 | 25 | 1.2455 | 56.5336 |
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- | 0.8957 | 0.1901 | 50 | 0.5763 | 24.4538 |
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- | 0.4546 | 0.2852 | 75 | 0.4787 | 19.0546 |
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- | 0.3928 | 0.3802 | 100 | 0.4392 | 17.4160 |
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- | 0.4101 | 0.4753 | 125 | 0.4097 | 16.3235 |
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- | 0.4399 | 0.5703 | 150 | 0.3845 | 15.4412 |
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- | 0.3424 | 0.6654 | 175 | 0.3661 | 14.7269 |
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- | 0.3177 | 0.7605 | 200 | 0.3415 | 13.8025 |
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- | 0.3077 | 0.8555 | 225 | 0.3235 | 13.2353 |
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- | 0.3005 | 0.9506 | 250 | 0.3117 | 12.9412 |
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- | 0.2649 | 1.0456 | 275 | 0.2991 | 12.8151 |
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- | 0.2077 | 1.1407 | 300 | 0.2917 | 12.5 |
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- | 0.2169 | 1.2357 | 325 | 0.2843 | 11.5336 |
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- | 0.1961 | 1.3308 | 350 | 0.2765 | 11.7437 |
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- | 0.1921 | 1.4259 | 375 | 0.2706 | 11.4286 |
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- | 0.2124 | 1.5209 | 400 | 0.2626 | 11.3235 |
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- | 0.2071 | 1.6160 | 425 | 0.2583 | 10.9454 |
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- | 0.1786 | 1.7110 | 450 | 0.2546 | 10.6092 |
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- | 0.182 | 1.8061 | 475 | 0.2525 | 10.3361 |
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- | 0.1832 | 1.9011 | 500 | 0.2513 | 10.4412 |
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  ### Framework versions
 
20
 
21
  This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the None dataset.
22
  It achieves the following results on the evaluation set:
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+ - Loss: 0.3612
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+ - Wer: 12.4283
25
 
26
  ## Model description
27
 
 
40
  ### Training hyperparameters
41
 
42
  The following hyperparameters were used during training:
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+ - learning_rate: 0.00025
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  - train_batch_size: 16
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  - eval_batch_size: 16
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  - seed: 42
 
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  | Training Loss | Epoch | Step | Validation Loss | Wer |
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  |:-------------:|:------:|:----:|:---------------:|:-------:|
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+ | 0.806 | 0.3802 | 100 | 0.7674 | 22.7887 |
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+ | 0.6965 | 0.7605 | 200 | 0.6955 | 20.0655 |
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+ | 0.42 | 1.1407 | 300 | 0.5785 | 17.7723 |
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+ | 0.402 | 1.5209 | 400 | 0.4303 | 14.3939 |
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+ | 0.3231 | 1.9011 | 500 | 0.3612 | 12.4283 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ### Framework versions
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12909
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12910
+ "content": "tapao",
12911
  "lstrip": false,
12912
  "normalized": true,
12913
  "rstrip": false,
 
12915
  "special": false
12916
  },
12917
  "51868": {
12918
+ "content": "aiyah",
12919
  "lstrip": false,
12920
  "normalized": true,
12921
  "rstrip": false,
 
12923
  "special": false
12924
  },
12925
  "51869": {
12926
+ "content": "wah lau",
12927
  "lstrip": false,
12928
  "normalized": true,
12929
  "rstrip": false,
 
12931
  "special": false
12932
  },
12933
  "51870": {
12934
+ "content": "Kiasi",
12935
  "lstrip": false,
12936
  "normalized": true,
12937
  "rstrip": false,
 
12939
  "special": false
12940
  },
12941
  "51871": {
12942
+ "content": "Yaya papaya",
12943
  "lstrip": false,
12944
  "normalized": true,
12945
  "rstrip": false,
 
12947
  "special": false
12948
  },
12949
  "51872": {
12950
+ "content": "yaya papaya",
12951
  "lstrip": false,
12952
  "normalized": true,
12953
  "rstrip": false,
 
12955
  "special": false
12956
  },
12957
  "51873": {
12958
+ "content": "cheem",
12959
  "lstrip": false,
12960
  "normalized": true,
12961
  "rstrip": false,
 
12963
  "special": false
12964
  },
12965
  "51874": {
12966
+ "content": "die die must try",
12967
  "lstrip": false,
12968
  "normalized": true,
12969
  "rstrip": false,
 
12971
  "special": false
12972
  },
12973
  "51875": {
12974
+ "content": "bochap",
12975
  "lstrip": false,
12976
  "normalized": true,
12977
  "rstrip": false,
 
12979
  "special": false
12980
  },
12981
  "51876": {
12982
+ "content": "kiasi",
12983
  "lstrip": false,
12984
  "normalized": true,
12985
  "rstrip": false,
 
12987
  "special": false
12988
  },
12989
  "51877": {
12990
+ "content": "catch no ball",
12991
  "lstrip": false,
12992
  "normalized": true,
12993
  "rstrip": false,
 
12995
  "special": false
12996
  },
12997
  "51878": {
12998
+ "content": "Cheem",
12999
  "lstrip": false,
13000
  "normalized": true,
13001
  "rstrip": false,
 
13003
  "special": false
13004
  },
13005
  "51879": {
13006
+ "content": "Die die must try",
13007
  "lstrip": false,
13008
  "normalized": true,
13009
  "rstrip": false,
 
13011
  "special": false
13012
  },
13013
  "51880": {
13014
+ "content": "Tapao",
13015
  "lstrip": false,
13016
  "normalized": true,
13017
  "rstrip": false,
 
13019
  "special": false
13020
  },
13021
  "51881": {
13022
+ "content": "alamak",
13023
  "lstrip": false,
13024
  "normalized": true,
13025
  "rstrip": false,
 
13027
  "special": false
13028
  },
13029
  "51882": {
13030
+ "content": "blur",
13031
  "lstrip": false,
13032
  "normalized": true,
13033
  "rstrip": false,
 
13035
  "special": false
13036
  },
13037
  "51883": {
13038
+ "content": "Shiok",
13039
  "lstrip": false,
13040
  "normalized": true,
13041
  "rstrip": false,
 
13043
  "special": false
13044
  },
13045
  "51884": {
13046
+ "content": "Lor",
13047
  "lstrip": false,
13048
  "normalized": true,
13049
  "rstrip": false,
 
13051
  "special": false
13052
  },
13053
  "51885": {
13054
+ "content": "Catch no ball",
13055
  "lstrip": false,
13056
  "normalized": true,
13057
  "rstrip": false,
 
13059
  "special": false
13060
  },
13061
  "51886": {
13062
+ "content": "can lah",
13063
  "lstrip": false,
13064
  "normalized": true,
13065
  "rstrip": false,
 
13067
  "special": false
13068
  },
13069
  "51887": {
13070
+ "content": "sabo",
13071
  "lstrip": false,
13072
  "normalized": true,
13073
  "rstrip": false,
 
13075
  "special": false
13076
  },
13077
  "51888": {
13078
+ "content": "ah beng",
13079
  "lstrip": false,
13080
  "normalized": true,
13081
  "rstrip": false,
 
13083
  "special": false
13084
  },
13085
  "51889": {
13086
+ "content": "Hantam",
13087
  "lstrip": false,
13088
  "normalized": true,
13089
  "rstrip": false,
 
13091
  "special": false
13092
  },
13093
  "51890": {
13094
+ "content": "Alamak",
13095
  "lstrip": false,
13096
  "normalized": true,
13097
  "rstrip": false,
 
13107
  "special": false
13108
  },
13109
  "51892": {
13110
+ "content": "Aiyah",
13111
  "lstrip": false,
13112
  "normalized": true,
13113
  "rstrip": false,
 
13115
  "special": false
13116
  },
13117
  "51893": {
13118
+ "content": "Ah beng",
13119
  "lstrip": false,
13120
  "normalized": true,
13121
  "rstrip": false,
 
13123
  "special": false
13124
  },
13125
  "51894": {
13126
+ "content": "shiok",
13127
  "lstrip": false,
13128
  "normalized": true,
13129
  "rstrip": false,
 
13131
  "special": false
13132
  },
13133
  "51895": {
13134
+ "content": "Sabo",
13135
  "lstrip": false,
13136
  "normalized": true,
13137
  "rstrip": false,
 
13139
  "special": false
13140
  },
13141
  "51896": {
13142
+ "content": "Aiyoh",
13143
  "lstrip": false,
13144
  "normalized": true,
13145
  "rstrip": false,
 
13147
  "special": false
13148
  },
13149
  "51897": {
13150
+ "content": "hantam",
13151
  "lstrip": false,
13152
  "normalized": true,
13153
  "rstrip": false,
 
13155
  "special": false
13156
  },
13157
  "51898": {
13158
+ "content": "Leh",
13159
  "lstrip": false,
13160
  "normalized": true,
13161
  "rstrip": false,
 
13163
  "special": false
13164
  },
13165
  "51899": {
13166
+ "content": "Paiseh",
13167
  "lstrip": false,
13168
  "normalized": true,
13169
  "rstrip": false,
 
13171
  "special": false
13172
  },
13173
  "51900": {
13174
+ "content": "Sian",
13175
  "lstrip": false,
13176
  "normalized": true,
13177
  "rstrip": false,
 
13179
  "special": false
13180
  },
13181
  "51901": {
13182
+ "content": "Blur",
13183
  "lstrip": false,
13184
  "normalized": true,
13185
  "rstrip": false,
 
13187
  "special": false
13188
  },
13189
  "51902": {
13190
+ "content": "Can lah",
13191
  "lstrip": false,
13192
  "normalized": true,
13193
  "rstrip": false,
 
13195
  "special": false
13196
  },
13197
  "51903": {
13198
+ "content": "paiseh",
13199
  "lstrip": false,
13200
  "normalized": true,
13201
  "rstrip": false,
 
13203
  "special": false
13204
  },
13205
  "51904": {
13206
+ "content": "Kiasu",
13207
  "lstrip": false,
13208
  "normalized": true,
13209
  "rstrip": false,
 
13211
  "special": false
13212
  },
13213
  "51905": {
13214
+ "content": "aiyoh",
13215
  "lstrip": false,
13216
  "normalized": true,
13217
  "rstrip": false,
 
13219
  "special": false
13220
  },
13221
  "51906": {
13222
+ "content": "Bochap",
13223
  "lstrip": false,
13224
  "normalized": true,
13225
  "rstrip": false,
 
13227
  "special": false
13228
  },
13229
  "51907": {
13230
+ "content": "liddat",
13231
  "lstrip": false,
13232
  "normalized": true,
13233
  "rstrip": false,
 
13235
  "special": false
13236
  },
13237
  "51908": {
13238
+ "content": "Ah Beng",
13239
  "lstrip": false,
13240
  "normalized": true,
13241
  "rstrip": false,
 
13243
  "special": false
13244
  },
13245
  "51909": {
13246
+ "content": "Liddat",
13247
  "lstrip": false,
13248
  "normalized": true,
13249
  "rstrip": false,
 
13251
  "special": false
13252
  },
13253
  "51910": {
13254
+ "content": "Wah lau",
13255
  "lstrip": false,
13256
  "normalized": true,
13257
  "rstrip": false,
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