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google
/
pegasus-large

Summarization
Transformers
PyTorch
google-tensorflow TensorFlow
JAX
English
pegasus
text2text-generation
Model card Files Files and versions
xet
Community
10

Instructions to use google/pegasus-large with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use google/pegasus-large with Transformers:

    # Use a pipeline as a high-level helper
    # Warning: Pipeline type "summarization" is no longer supported in transformers v5.
    # You must load the model directly (see below) or downgrade to v4.x with:
    # 'pip install "transformers<5.0.0'
    from transformers import pipeline
    
    pipe = pipeline("summarization", model="google/pegasus-large")
    # Load model directly
    from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
    
    tokenizer = AutoTokenizer.from_pretrained("google/pegasus-large")
    model = AutoModelForSeq2SeqLM.from_pretrained("google/pegasus-large")
  • Inference
  • Notebooks
  • Google Colab
  • Kaggle
New discussion
Resources
  • PR & discussions documentation
  • Code of Conduct
  • Hub documentation

Adding `safetensors` variant of this model

#10 opened over 2 years ago by
lcahill

Add evaluation results on the 3.0.0 config and test split of cnn_dailymail

#9 opened over 2 years ago by
autoevaluator

Add evaluation results on the samsum config and test split of samsum

#8 opened over 2 years ago by
autoevaluator

Update README.md

1
#7 opened over 2 years ago by
DANNARAM

Adding `safetensors` variant of this model

#6 opened almost 3 years ago by
SFconvertbot

Add evaluation results on the default config of xsum

#5 opened over 3 years ago by
autoevaluator

Add evaluation results on the default config of xsum

#4 opened over 3 years ago by
autoevaluator

Add evaluation results on the default config of xsum

#3 opened over 3 years ago by
autoevaluator

Add evaluation results on the 1.0.0 config of pn_summary

#2 opened almost 4 years ago by
autoevaluator

Add evaluation results on samsum dataset

#1 opened almost 4 years ago by
autoevaluator
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