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nathanx
/
CS685-text-summarizer

Summarization
Transformers
PyTorch
TensorBoard
bart
text2text-generation
Generated from Trainer
Model card Files Files and versions
xet
Metrics Training metrics Community

Instructions to use nathanx/CS685-text-summarizer with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use nathanx/CS685-text-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="nathanx/CS685-text-summarizer")
    # pip install -U transformers accelerate
    # Load model directly
    from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
    
    tokenizer = AutoTokenizer.from_pretrained("nathanx/CS685-text-summarizer")
    model = AutoModelForSeq2SeqLM.from_pretrained("nathanx/CS685-text-summarizer", device_map="auto")
  • Notebooks
  • Google Colab
  • Kaggle

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  • Apr24_22-13-07_ca54d43c3ac9
    Training in progress, step 500 over 3 years ago
  • Apr24_22-14-46_ca54d43c3ac9
    Training in progress, step 500 over 3 years ago
  • Apr24_22-15-54_ca54d43c3ac9
    Training in progress, step 500 over 3 years ago
  • Apr24_22-35-15_ca54d43c3ac9
    Training in progress, step 500 over 3 years ago
  • Apr24_23-08-07_ca54d43c3ac9
    Training complete over 3 years ago
  • Apr25_02-52-26_40840dec5084
    Training in progress, step 6500 over 3 years ago
  • Apr25_04-09-16_40840dec5084
    Training in progress, step 500 over 3 years ago
  • Apr25_04-17-45_40840dec5084
    Training in progress, step 500 over 3 years ago
  • Apr25_04-56-23_40840dec5084
    Training in progress, step 500 over 3 years ago
  • Apr25_05-00-45_40840dec5084
    Training in progress, step 2000 over 3 years ago