readme: **Usage HuggingFace Transformers for question generation task**
  ``` 
  from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
  model = AutoModelForSeq2SeqLM.from_pretrained("AlekseyKulnevich/Pegasus-QuestionGeneration")
  tokenizer = PegasusTokenizer.from_pretrained('google/pegasus-large')
  input_text # your text 
  input_ = tokenizer.batch_encode_plus([input_text], max_length=1024, pad_to_max_length=True, 
                  truncation=True, padding='longest', return_tensors='pt')
  input_ids = input_['input_ids'] 
  input_mask = input_['attention_mask']
  questions = model.generate(input_ids=input_ids, 
                           attention_mask=input_mask, 
                           num_beams=32, 
                           no_repeat_ngram_size=2, 
                           early_stopping=True, 
                           num_return_sequences=10)
  
  questions = tokenizer.batch_decode(questions, skip_special_tokens=True)
  ```
  
  **Decoder configuration examples:**  
  
  [**Input text you can see here**](https://www.bbc.com/news/science-environment-59775105)  
  ```
  questions = model.generate(input_ids=input_ids, 
                           attention_mask=input_mask, 
                           num_beams=32, 
                           no_repeat_ngram_size=2, 
                           early_stopping=True, 
                           num_return_sequences=10)
  
  tokenizer.batch_decode(questions, skip_special_tokens=True)
  ```
  output: 
  1. *What is the impact of human induced climate change on tropical cyclones?*
  2. *What is the impact of climate change on tropical cyclones?*
  3. *What is the impact of human induced climate change on tropical cyclone formation?*
  4. *How many tropical cyclones will occur in the mid-latitudes?*
  5. *What is the impact of climate change on the formation of tropical cyclones?*
  6. *Is it possible for a tropical cyclone to form in the middle latitudes?*
  7. *How many tropical cyclones will be formed in the mid-latitudes?*
  8. *How many tropical cyclones will there be in the mid-latitudes?*
  9. *How many tropical cyclones will form in the mid-latitudes?*
  10. *What is the impact of global warming on tropical cyclones?*
  11. *How long does it take for a tropical cyclone to form?*
  12. 'What are the impacts of climate change on tropical cyclones?*
  13. *What are the effects of climate change on tropical cyclones?*
  14. *How many tropical cyclones will be able to form in the middle latitudes?*
  15. *What is the impact of climate change on tropical cyclone formation?*
  16. *What is the effect of climate change on tropical cyclones?*
  17. *How long does it take for a tropical cyclone to form in the middle latitude?*
  18. *How many tropical cyclones will occur in the middle latitudes?*
  19. *How many tropical cyclones are likely to form in the midlatitudes?*
  20. *How many tropical cyclones are likely to form in the middle latitudes?*
  21. *How many tropical cyclones are expected to form in the midlatitudes?*
  22. *How many tropical cyclones will be formed in the middle latitudes?*
  23. *How many tropical cyclones will there be in the middle latitudes?*
  24. *How long will it take for a tropical cyclone to form in the middle latitude?*
  25. *What is the impact of global warming on tropical cyclone formation?*
  26. *How many tropical cyclones will form in the middle latitudes?*
  27. *How many tropical cyclones can we expect to form in the middle latitudes?*
  28. *Is it possible for a tropical cyclone to form in the middle latitude?*
  29. *What is the effect of climate change on tropical cyclone formation?*
  30. *What are the effects of climate change on tropical cyclone formation?*
  
  Also you can play with the following parameters in generate method:   
  -top_k  
  -top_p  
  
  [**Meaning of parameters to generate text you can see here**](https://huggingface.co/blog/how-to-generate)