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uk-summarizer
ukr-models/uk-summarizer
uk-summarizer is a machine learning model from ukr-models. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as mit.
Fine-tuning of uk-mt5-base model on summarization dataset.
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At a glance
- Library
- transformers
- License
- mit
- Model type
- t5
- Access
- Public
- Created
- Aug 29, 2022
- Updated
- Aug 31, 2023
- SHA
- 24ca3b84
Model card
From the Hugging Face model README
Model Description
Fine-tuning of uk-mt5-base model on summarization dataset.
How to Use
from transformers import AutoTokenizer, T5ForConditionalGeneration, pipeline
tokenizer = AutoTokenizer.from_pretrained('ukr-models/uk-summarizer')
model = T5ForConditionalGeneration.from_pretrained('ukr-models/uk-summarizer')
ppln = pipeline("summarization", model=model, tokenizer=tokenizer, device=0, max_length=128, num_beams=4, no_repeat_ngram_size=2, clean_up_tokenization_spaces=True)
text = "..."
ppln(text)
- Library
- transformers
- Type
- t5
- License
- mit
- Languages
- uk
- Created
- Aug 29, 2022
- Updated
- Aug 31, 2023