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lityops
/
Abstractive-Style-Summarizer

Summarization
PEFT
Safetensors
Transformers
English
lora
abstractive-summarization
Generated from Trainer
Model card Files Files and versions
xet
Community

Instructions to use lityops/Abstractive-Style-Summarizer with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • PEFT

    How to use lityops/Abstractive-Style-Summarizer with PEFT:

    from peft import PeftModel
    from transformers import AutoModelForSeq2SeqLM
    
    base_model = AutoModelForSeq2SeqLM.from_pretrained("google/flan-t5-base")
    model = PeftModel.from_pretrained(base_model, "lityops/Abstractive-Style-Summarizer")
  • Transformers

    How to use lityops/Abstractive-Style-Summarizer 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="lityops/Abstractive-Style-Summarizer")
    # Load model directly
    from transformers import AutoModel
    model = AutoModel.from_pretrained("lityops/Abstractive-Style-Summarizer", device_map="auto")
  • Notebooks
  • Google Colab
  • Kaggle
Abstractive-Style-Summarizer
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  • 1 contributor
History: 1 commit
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lityops
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1535433 verified 7 months ago
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  • README.md
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    initial commit 7 months ago