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Update README.md

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@@ -41,11 +41,10 @@ Trained using NVIDIA Tesla T40 24 GB.
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  ```
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- n_epochs = 3,
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- n_checkpoints = 3,
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- batch_size = 12,
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- learning_rate = 1e-5,
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-
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  ```
 
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  ```
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+ n_epochs = 4, # increased from 3
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+ n_checkpoints = 2,
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+ batch_size = 6, # decreased from 20
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+ learning_rate = 1e-5,
 
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  ```