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Update README.md

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@@ -46,6 +46,8 @@ We tested the performance of the model on 1000 held-out test data and observed a
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  ## Usage
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  ```python
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  # torch packages
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  import torch
@@ -80,6 +82,9 @@ if __name__ == "__main__":
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  print(model)
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  ```
 
 
 
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  ## Resources
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  ## Usage
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+ Make sure to clone the repo and use the following code snippet to load the transformer model
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+
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  ```python
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  # torch packages
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  import torch
 
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  print(model)
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  ```
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+ ### Source code
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+
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+ Source code used to train the model is linked in this [github](https://github.com/m-np/pytorch-transformer)
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  ## Resources
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