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  1. README.md +5 -4
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@@ -257,11 +257,12 @@ model-index:
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  ---
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- # Usage - Basics
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- - it is recommended to use `encoder_no_repeat_ngram_size=3` when calling the pipeline object to improve summary quality.
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- - this param forces the model to use new vocabulary and create an abstractive summary, otherwise it may compile the best _extractive_ summary from the input provided.
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- - create the pipeline object:
 
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  ```python
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  import torch
 
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  ---
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+ # Usage - Basic
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+ - use `encoder_no_repeat_ngram_size=3` when calling the pipeline object to improve summary quality.
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+ - this forces the model to use new vocabulary and create an abstractive summary, otherwise it may compile the best _extractive_ summary from the input provided.
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+
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+ Load the model into a pipeline object:
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  ```python
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  import torch