Add model
Browse files- config.json +249 -0
- model.safetensors +3 -0
- preprocessor_config.json +14 -0
config.json
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| 1 |
+
{
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| 2 |
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"_name_or_path": "openai/whisper-base",
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| 3 |
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"activation_dropout": 0.0,
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| 4 |
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"activation_function": "gelu",
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| 5 |
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"apply_spec_augment": false,
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| 6 |
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"architectures": [
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| 7 |
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"WhisperForAudioClassification"
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| 8 |
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],
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| 9 |
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"attention_dropout": 0.0,
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| 10 |
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"begin_suppress_tokens": [
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| 11 |
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220,
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| 12 |
+
50257
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| 13 |
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],
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| 14 |
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"bos_token_id": 50257,
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| 15 |
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"classifier_proj_size": 256,
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| 16 |
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"d_model": 512,
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| 17 |
+
"decoder_attention_heads": 8,
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| 18 |
+
"decoder_ffn_dim": 2048,
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| 19 |
+
"decoder_layerdrop": 0.0,
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| 20 |
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"decoder_layers": 6,
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| 21 |
+
"decoder_start_token_id": 50258,
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| 22 |
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"dropout": 0.0,
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| 23 |
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"encoder_attention_heads": 8,
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| 24 |
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"encoder_ffn_dim": 2048,
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| 25 |
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"encoder_layerdrop": 0.0,
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| 26 |
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"encoder_layers": 6,
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| 27 |
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"eos_token_id": 50257,
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| 28 |
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"finetuning_task": "audio-classification",
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| 29 |
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"forced_decoder_ids": [
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| 30 |
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[
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| 31 |
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1,
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| 32 |
+
50259
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| 33 |
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],
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| 34 |
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[
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| 35 |
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2,
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| 36 |
+
50359
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| 37 |
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],
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| 38 |
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[
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| 39 |
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3,
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| 40 |
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50363
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| 41 |
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]
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| 42 |
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],
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| 43 |
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"id2label": {
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| 44 |
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"0": "Arabic",
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| 45 |
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"1": "Basque",
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| 46 |
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"10": "Dutch",
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| 47 |
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"11": "English",
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| 48 |
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"12": "Esperanto",
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| 49 |
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"13": "Estonian",
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| 50 |
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"14": "French",
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| 51 |
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"15": "Frisian",
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| 52 |
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"16": "Georgian",
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| 53 |
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"17": "German",
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| 54 |
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"18": "Greek",
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| 55 |
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"19": "Hakha_Chin",
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| 56 |
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"2": "Breton",
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| 57 |
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"20": "Indonesian",
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| 58 |
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"21": "Interlingua",
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| 59 |
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"22": "Italian",
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| 60 |
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"23": "Japanese",
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| 61 |
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"24": "Kabyle",
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| 62 |
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"25": "Kinyarwanda",
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| 63 |
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"26": "Kyrgyz",
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| 64 |
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"27": "Latvian",
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| 65 |
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"28": "Maltese",
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| 66 |
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"29": "Mangolian",
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| 67 |
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"3": "Catalan",
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| 68 |
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"30": "Persian",
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| 69 |
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"31": "Polish",
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| 70 |
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"32": "Portuguese",
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| 71 |
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"33": "Romanian",
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| 72 |
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"34": "Romansh_Sursilvan",
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| 73 |
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"35": "Russian",
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| 74 |
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"36": "Sakha",
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| 75 |
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"37": "Slovenian",
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| 76 |
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"38": "Spanish",
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| 77 |
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"39": "Swedish",
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| 78 |
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"4": "Chinese_China",
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| 79 |
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"40": "Tamil",
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| 80 |
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"41": "Tatar",
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| 81 |
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"42": "Turkish",
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| 82 |
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"43": "Ukranian",
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| 83 |
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"44": "Welsh",
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| 84 |
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"5": "Chinese_Hongkong",
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| 85 |
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"6": "Chinese_Taiwan",
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| 86 |
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"7": "Chuvash",
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| 87 |
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"8": "Czech",
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| 88 |
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"9": "Dhivehi"
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| 89 |
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},
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| 90 |
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"init_std": 0.02,
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| 91 |
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"is_encoder_decoder": true,
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| 92 |
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"label2id": {
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| 93 |
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"Arabic": "0",
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| 94 |
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"Basque": "1",
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| 95 |
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"Breton": "2",
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| 96 |
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"Catalan": "3",
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| 97 |
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"Chinese_China": "4",
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| 98 |
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"Chinese_Hongkong": "5",
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| 99 |
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"Chinese_Taiwan": "6",
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| 100 |
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"Chuvash": "7",
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| 101 |
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"Czech": "8",
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| 102 |
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"Dhivehi": "9",
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| 103 |
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"Dutch": "10",
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| 104 |
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"English": "11",
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| 105 |
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"Esperanto": "12",
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| 106 |
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"Estonian": "13",
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| 107 |
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"French": "14",
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| 108 |
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"Frisian": "15",
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| 109 |
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"Georgian": "16",
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| 110 |
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"German": "17",
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| 111 |
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"Greek": "18",
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| 112 |
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"Hakha_Chin": "19",
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| 113 |
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"Indonesian": "20",
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| 114 |
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"Interlingua": "21",
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| 115 |
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"Italian": "22",
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| 116 |
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"Japanese": "23",
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| 117 |
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"Kabyle": "24",
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| 118 |
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"Kinyarwanda": "25",
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| 119 |
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"Kyrgyz": "26",
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| 120 |
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"Latvian": "27",
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| 121 |
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"Maltese": "28",
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| 122 |
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"Mangolian": "29",
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| 123 |
+
"Persian": "30",
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| 124 |
+
"Polish": "31",
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| 125 |
+
"Portuguese": "32",
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| 126 |
+
"Romanian": "33",
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| 127 |
+
"Romansh_Sursilvan": "34",
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| 128 |
+
"Russian": "35",
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| 129 |
+
"Sakha": "36",
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| 130 |
+
"Slovenian": "37",
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| 131 |
+
"Spanish": "38",
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| 132 |
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"Swedish": "39",
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| 133 |
+
"Tamil": "40",
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| 134 |
+
"Tatar": "41",
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| 135 |
+
"Turkish": "42",
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| 136 |
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"Ukranian": "43",
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| 137 |
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"Welsh": "44"
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| 138 |
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},
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| 139 |
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"mask_feature_length": 10,
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| 140 |
+
"mask_feature_min_masks": 0,
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| 141 |
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"mask_feature_prob": 0.0,
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| 142 |
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"mask_time_length": 10,
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| 143 |
+
"mask_time_min_masks": 2,
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| 144 |
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"mask_time_prob": 0.05,
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| 145 |
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"max_length": 448,
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| 146 |
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"max_source_positions": 1500,
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| 147 |
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"max_target_positions": 448,
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| 148 |
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"median_filter_width": 7,
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| 149 |
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"model_type": "whisper",
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| 150 |
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"num_hidden_layers": 6,
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| 151 |
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"num_mel_bins": 80,
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| 152 |
+
"pad_token_id": 50257,
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| 153 |
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"scale_embedding": false,
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| 154 |
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"suppress_tokens": [
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| 155 |
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1,
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| 156 |
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2,
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| 157 |
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| 158 |
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| 161 |
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| 182 |
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| 183 |
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| 184 |
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| 185 |
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| 186 |
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| 188 |
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| 190 |
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| 240 |
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50360,
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| 241 |
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50361,
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| 242 |
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50362
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| 243 |
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],
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| 244 |
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"torch_dtype": "float32",
|
| 245 |
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"transformers_version": "4.40.0",
|
| 246 |
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"use_cache": true,
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| 247 |
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"use_weighted_layer_sum": false,
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| 248 |
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"vocab_size": 51865
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| 249 |
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}
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model.safetensors
ADDED
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@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:c0035a86b25fabfc9af9ab671b21a9e12ccaa4acb3cadf4eac6822fc7ae46ed7
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size 82944484
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preprocessor_config.json
ADDED
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{
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"chunk_length": 30,
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| 3 |
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"feature_extractor_type": "WhisperFeatureExtractor",
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| 4 |
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"feature_size": 80,
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| 5 |
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"hop_length": 160,
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| 6 |
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"n_fft": 400,
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| 7 |
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"n_samples": 480000,
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| 8 |
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"nb_max_frames": 3000,
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| 9 |
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"padding_side": "right",
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| 10 |
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"padding_value": 0.0,
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| 11 |
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"processor_class": "WhisperProcessor",
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| 12 |
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"return_attention_mask": false,
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| 13 |
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"sampling_rate": 16000
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| 14 |
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}
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