Please add proper usage example and optimal hyper parameters and their detailed description

#5
by MonsterMMORPG - opened

e.g. example code

import torch
from transformers import pipeline

summarizer = pipeline(
"summarization",
"allenai/led-large-16384-arxiv",
device=0 if torch.cuda.is_available() else -1,
)

result = summarizer(wall_of_text,min_length=500,max_length=16384,no_repeat_ngram_size=3,
encoder_no_repeat_ngram_size =3,
repetition_penalty=3.5,
num_beams=4,
early_stopping=True)
with open('allenai-led-large-16384-arxiv.txt', 'w') as f:
f.write(result[0]['summary_text'])

pcuenq changed discussion status to closed

@pcuenq I still don't see any information regarding how to use

MonsterMMORPG changed discussion status to open

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