End of training
Browse files
    	
        README.md
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| 1 | 
         
            +
            ---
         
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            +
            language:
         
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            - ko
         
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            license: apache-2.0
         
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            base_model: openai/whisper-large-v3
         
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            tags:
         
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            - hf-asr-leaderboard
         
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            - generated_from_trainer
         
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            metrics:
         
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            - wer
         
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            model-index:
         
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            - name: whisper_finetune
         
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              results: []
         
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| 14 | 
         
            +
            ---
         
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            +
             
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| 16 | 
         
            +
            <!-- This model card has been generated automatically according to the information the Trainer had access to. You
         
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            should probably proofread and complete it, then remove this comment. -->
         
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            # whisper_finetune
         
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            This model is a fine-tuned version of [openai/whisper-large-v3](https://huggingface.co/openai/whisper-large-v3) on the aihub_100000 dataset.
         
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            It achieves the following results on the evaluation set:
         
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            - Loss: 0.4970
         
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            - Cer: 5.4843
         
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            - Wer: 22.9248
         
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            ## Model description
         
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            More information needed
         
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            ## Intended uses & limitations
         
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            +
            More information needed
         
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            ## Training and evaluation data
         
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            +
             
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            +
            More information needed
         
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            ## Training procedure
         
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            ### Training hyperparameters
         
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            The following hyperparameters were used during training:
         
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            - learning_rate: 1e-08
         
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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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            - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
         
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            - lr_scheduler_type: linear
         
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            - lr_scheduler_warmup_steps: 500
         
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            - training_steps: 2000
         
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            - mixed_precision_training: Native AMP
         
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            ### Training results
         
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| 56 | 
         
            +
            | Training Loss | Epoch | Step | Validation Loss | Cer    | Wer     |
         
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            +
            |:-------------:|:-----:|:----:|:---------------:|:------:|:-------:|
         
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            | 0.9923        | 0.9   | 1000 | 0.5893          | 6.0827 | 25.3866 |
         
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            | 0.9389        | 1.79  | 2000 | 0.4970          | 5.4843 | 22.9248 |
         
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            ### Framework versions
         
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            +
            - Transformers 4.39.0.dev0
         
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            - Pytorch 1.14.0a0+410ce96
         
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            - Datasets 2.17.1
         
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            - Tokenizers 0.15.2
         
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        generation_config.json
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| 1 | 
         
            +
            {
         
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| 2 | 
         
            +
              "alignment_heads": [
         
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| 3 | 
         
            +
                [
         
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| 4 | 
         
            +
                  7,
         
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| 5 | 
         
            +
                  0
         
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| 6 | 
         
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                ],
         
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| 7 | 
         
            +
                [
         
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| 8 | 
         
            +
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| 9 | 
         
            +
                  17
         
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| 10 | 
         
            +
                ],
         
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| 11 | 
         
            +
                [
         
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| 12 | 
         
            +
                  12,
         
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| 13 | 
         
            +
                  18
         
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| 14 | 
         
            +
                ],
         
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| 15 | 
         
            +
                [
         
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| 16 | 
         
            +
                  13,
         
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| 17 | 
         
            +
                  12
         
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| 18 | 
         
            +
                ],
         
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| 19 | 
         
            +
                [
         
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| 20 | 
         
            +
                  16,
         
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| 21 | 
         
            +
                  1
         
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| 22 | 
         
            +
                ],
         
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| 23 | 
         
            +
                [
         
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| 24 | 
         
            +
                  17,
         
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| 25 | 
         
            +
                  14
         
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| 26 | 
         
            +
                ],
         
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| 27 | 
         
            +
                [
         
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| 28 | 
         
            +
                  19,
         
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| 29 | 
         
            +
                  11
         
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| 30 | 
         
            +
                ],
         
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| 31 | 
         
            +
                [
         
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| 32 | 
         
            +
                  21,
         
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| 33 | 
         
            +
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| 34 | 
         
            +
                ],
         
     | 
| 35 | 
         
            +
                [
         
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| 36 | 
         
            +
                  24,
         
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| 37 | 
         
            +
                  1
         
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| 38 | 
         
            +
                ],
         
     | 
| 39 | 
         
            +
                [
         
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| 40 | 
         
            +
                  25,
         
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| 41 | 
         
            +
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| 42 | 
         
            +
                ]
         
     | 
| 43 | 
         
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              ],
         
     | 
| 44 | 
         
            +
              "begin_suppress_tokens": [
         
     | 
| 45 | 
         
            +
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     | 
| 46 | 
         
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     | 
| 47 | 
         
            +
              ],
         
     | 
| 48 | 
         
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              "bos_token_id": 50257,
         
     | 
| 49 | 
         
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              "decoder_start_token_id": 50258,
         
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| 50 | 
         
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              "eos_token_id": 50257,
         
     | 
| 51 | 
         
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              "forced_decoder_ids": [
         
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| 52 | 
         
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| 54 | 
         
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     | 
| 55 | 
         
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| 56 | 
         
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     | 
| 57 | 
         
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| 58 | 
         
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| 59 | 
         
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| 60 | 
         
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| 61 | 
         
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| 62 | 
         
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| 63 | 
         
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| 64 | 
         
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| 65 | 
         
            +
              "is_multilingual": true,
         
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| 66 | 
         
            +
              "lang_to_id": {
         
     | 
| 67 | 
         
            +
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     | 
| 68 | 
         
            +
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     | 
| 69 | 
         
            +
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     | 
| 70 | 
         
            +
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     | 
| 71 | 
         
            +
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     | 
| 72 | 
         
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| 73 | 
         
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| 74 | 
         
            +
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| 75 | 
         
            +
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     | 
| 76 | 
         
            +
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| 77 | 
         
            +
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| 78 | 
         
            +
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| 79 | 
         
            +
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     | 
| 80 | 
         
            +
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     | 
| 81 | 
         
            +
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     | 
| 82 | 
         
            +
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     | 
| 83 | 
         
            +
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| 84 | 
         
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| 85 | 
         
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     | 
| 86 | 
         
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     | 
| 87 | 
         
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     | 
| 88 | 
         
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     | 
| 89 | 
         
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     | 
| 90 | 
         
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     | 
| 91 | 
         
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| 92 | 
         
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     | 
| 93 | 
         
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     | 
| 94 | 
         
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     | 
| 95 | 
         
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     | 
| 96 | 
         
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     | 
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     | 
| 98 | 
         
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     | 
| 99 | 
         
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     | 
| 100 | 
         
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     | 
| 101 | 
         
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     | 
| 102 | 
         
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     | 
| 103 | 
         
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     | 
| 104 | 
         
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     | 
| 105 | 
         
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     | 
| 106 | 
         
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     | 
| 107 | 
         
            +
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     | 
| 108 | 
         
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     | 
| 109 | 
         
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     | 
| 110 | 
         
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     | 
| 111 | 
         
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     | 
| 112 | 
         
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     | 
| 113 | 
         
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     | 
| 114 | 
         
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     | 
| 115 | 
         
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     | 
| 116 | 
         
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     | 
| 117 | 
         
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     | 
| 118 | 
         
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     | 
| 119 | 
         
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     | 
| 120 | 
         
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     | 
| 121 | 
         
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     | 
| 122 | 
         
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     | 
| 123 | 
         
            +
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     | 
| 124 | 
         
            +
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     | 
| 125 | 
         
            +
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     | 
| 126 | 
         
            +
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     | 
| 127 | 
         
            +
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     | 
| 128 | 
         
            +
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     | 
| 129 | 
         
            +
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     | 
| 130 | 
         
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     | 
| 131 | 
         
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     | 
| 132 | 
         
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     | 
| 133 | 
         
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     | 
| 134 | 
         
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     | 
| 135 | 
         
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     | 
| 136 | 
         
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     | 
| 137 | 
         
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     | 
| 138 | 
         
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     | 
| 139 | 
         
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     | 
| 140 | 
         
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     | 
| 141 | 
         
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     | 
| 142 | 
         
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     | 
| 143 | 
         
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     | 
| 144 | 
         
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     | 
| 145 | 
         
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     | 
| 146 | 
         
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     | 
| 147 | 
         
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     | 
| 148 | 
         
            +
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     | 
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