gpt_2_summerization.py

>>> from summarizer import TransformerSummarizer
>>> import re
>>> GPT2_model = TransformerSummarizer(transformer_type="GPT2",transformer_model_key="gpt2-medium")
>>> text = " ".join(tweet_data)
>>> TEXT_CLEANING_RE = "@\S+|https?:\S+|http?:\S|[^A-Za-z0-9]+"
>>> text = re.sub(TEXT_CLEANING_RE, ' ', str(text).lower()).strip()
>>> summerize = ''.join(GPT2_model(text, min_length=60, max_length=120))
>>> summerize
'Overnight show with me and a host of brilliant guests on both sides of the at trump s defeat will expose narendramodi to international censure change in the white house likely to force the in   in a choice between a clown and a gaffe prone plagiarist tarred by his son s alleged corruption trump deserves th   see a detailed map of'