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Update README.md

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@@ -51,8 +51,17 @@ The following hyperparameters were used during training:
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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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  | 0.2991 | 1.44 | 1000 | 0.4414 | 42.2993 |
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  | 0.1776 | 2.89 | 2000 | 0.3818 | 36.7573 |
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  | 0.0916 | 4.33 | 3000 | 0.3774 | 35.6080 |
 
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  ### Training results
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+
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+ BASE-CS baseline performance:
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+ {'eval_loss': 2.514087438583374,
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+ 'eval_wer': 82.45662504144104,
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+ 'eval_runtime': 2620.0407,
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+ 'eval_samples_per_second': 2.944,
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+ 'eval_steps_per_second': 0.368}
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+
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  | Training Loss | Epoch | Step | Validation Loss | Wer |
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  |:-------------:|:-----:|:----:|:---------------:|:-------:|
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+ | ------ | 0.00 | 0000 | 2.5141 | 82.4566 |
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  | 0.2991 | 1.44 | 1000 | 0.4414 | 42.2993 |
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  | 0.1776 | 2.89 | 2000 | 0.3818 | 36.7573 |
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  | 0.0916 | 4.33 | 3000 | 0.3774 | 35.6080 |