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Update README.md

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@@ -75,6 +75,7 @@ Whilst it would be beneficial to add the noise on the fly during training, to en
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  <details>
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  <summary> Hyperparameters </summary>
 
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  - learning_rate: 1e-05
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  - train_batch_size: 8
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  - eval_batch_size: 8
@@ -84,6 +85,7 @@ Whilst it would be beneficial to add the noise on the fly during training, to en
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  - lr_scheduler_warmup_steps: 500
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  - training_steps: 10000
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  - mixed_precision_training: Native AMP
 
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  </details>
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  ### Training results
 
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  <details>
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  <summary> Hyperparameters </summary>
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+ ```txt
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  - learning_rate: 1e-05
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  - train_batch_size: 8
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  - eval_batch_size: 8
 
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  - lr_scheduler_warmup_steps: 500
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  - training_steps: 10000
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  - mixed_precision_training: Native AMP
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+ ```
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  </details>
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  ### Training results