| from transformers import pipeline | |
| def test(text): | |
| model_name = 'shorecode/t5-efficient-tiny-nh8-summarizer' | |
| summarizer = pipeline( | |
| "summarization", | |
| model=model_name, | |
| tokenizer=model_name, | |
| clean_up_tokenization_spaces=True, | |
| ) | |
| max_length = 500 | |
| summary = summarizer(text, max_length=max_length, min_length=40, no_repeat_ngram_size=2) | |
| return summary | |
| from pprint import pprint as pp | |
| pp(test(''' Shorecode is a leading professional software development and IT service provider. | |
| Our objective is to provide our clients with valuable tools to improve workflows with AI, automation or other techniques. We create impressive state-of-the-art data manipulation and automation tools. At your request, your software solution interface will be implemented as a GUI (Graphical User Interface), webpage, as a chat-bot (Telegram, Discord, etc.) or any other interface requirements you have. For those that are at ease with using a command line interface, we can skip the bells and whistles. | |
| When you choose to enlist our services, we will meet the expectation that your request will be completed with regular progress updates. We take pride in developing turn-key solutions that are intuitive. | |
| The code that we write will always be maintainable and well documented according to industry standards. Any bugs arising from defects in our workmanship are covered under warranty. We strive to provide a solution with long-term value to our clients.''')) |