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flan-t5-base-summarization
marianna13/flan-t5-base-summarization
flan-t5-base-summarization is a summarization model from marianna13. Use it when you need a shorter version of a longer text. It is set up for transformers.
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At a glance
- Task
- Summarization
- Library
- transformers
- Model type
- t5
- Access
- Public
- Created
- Jul 15, 2023
- Updated
- Jul 15, 2023
- SHA
- 85b418bd
Try a prompt
Model card
From the Hugging Face model README
Usage
from transformers import pipeline
max_length = 50
min_length = 10
model_id = "marianna13/flan-t5-base-summarization"
summarizer = pipeline("summarization", model=model_id, max_length=max_length, min_length=min_length)
text = ''' For I am convinced that neither death nor life, neither angels nor demons, neither the present nor the future, nor any powers, neither height nor depth, nor anything else in all creation, will be able to separate us from the love of God that is in Christ Jesus our Lord.'''
print(text)
print('##### Summary:')
print(summarizer(text)[0]['summary_text'])
# For I am convinced that neither death nor life, neither angels nor demons, neither the present nor the future, nor any powers, neither height nor depth, nor anything else in all creation, will be able to separate us from the love of God that is in Christ Jesus our Lord.
# ##### Summary:
# "I am convinced that neither death, life, angels, demons, present, future, powers, height, depth, or anything else in all creation can separate us from the love of God that is in Christ Jesus our Lord."
- Task
- Summarization
- Library
- transformers
- Type
- t5
- Languages
- en
- Created
- Jul 15, 2023
- Updated
- Jul 15, 2023