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update model card README.md

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@@ -14,6 +14,9 @@ should probably proofread and complete it, then remove this comment. -->
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  #
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  This model was trained from scratch on the librispeech_asr dataset.
 
 
 
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  ## Model description
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  ### Training hyperparameters
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  The following hyperparameters were used during training:
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- - learning_rate: 1e-05
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- - train_batch_size: 12
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- - eval_batch_size: 12
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  - seed: 42
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- - gradient_accumulation_steps: 8
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- - total_train_batch_size: 96
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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 results
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  ### Framework versions
 
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  #
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  This model was trained from scratch on the librispeech_asr dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 4.1930
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+ - Wer: 1.8951
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  ## Model description
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  ### Training hyperparameters
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  The following hyperparameters were used during training:
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+ - learning_rate: 3e-05
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+ - train_batch_size: 8
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+ - eval_batch_size: 8
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  - seed: 42
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+ - gradient_accumulation_steps: 2
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+ - total_train_batch_size: 16
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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 results
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+ | Training Loss | Epoch | Step | Validation Loss | Wer |
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+ |:-------------:|:-----:|:----:|:---------------:|:------:|
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+ | 4.1429 | 0.28 | 500 | 4.3255 | 1.9596 |
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+ | 4.4493 | 0.56 | 1000 | 4.2641 | 1.9047 |
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+ | 4.2715 | 0.84 | 1500 | 4.1930 | 1.8951 |
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  ### Framework versions