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peterszemraj@gmail.com

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@@ -79,8 +79,8 @@ inference:
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  # Usage - Basics
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- - from testing, it is highly recommended to use the parameter `encoder_no_repeat_ngram_size=3` when calling the pipeline object.
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- - this forces the model to use new vocabulary and create an abstractive summary, as at times it will compile the best _extractive_ summary from the input provided.
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  - create the pipeline object:
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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 l compile the best _extractive_ summary from the input provided.
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  - create the pipeline object:
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  ```