readme: ---
  language: en
  tags:
  - bart
  - seq2seq
  - summarization
  license: apache-2.0
  datasets:
  - samsum
  widget:
  - text: "Hannah: Hey, do you have Betty's number?\nAmanda: Lemme check\nAmanda: Sorry,\
      \ can't find it.\nAmanda: Ask Larry\nAmanda: He called her last time we were at\
      \ the park together\nHannah: I don't know him well\nAmanda: Don't be shy, he's\
      \ very nice\nHannah: If you say so..\nHannah: I'd rather you texted him\nAmanda:\
      \ Just text him \U0001F642\nHannah: Urgh.. Alright\nHannah: Bye\nAmanda: Bye bye\n"
  model-index:
  - name: bart-large-xsum-samsum
    results:
    - task:
        name: Abstractive Text Summarization
        type: abstractive-text-summarization
      dataset:
        name: 'SAMSum Corpus: A Human-annotated Dialogue Dataset for Abstractive Summarization'
        type: samsum
      metrics:
      - name: Validation ROUGE-1
        type: rouge-1
        value: 54.3921
      - name: Validation ROUGE-2
        type: rouge-2
        value: 29.8078
      - name: Validation ROUGE-L
        type: rouge-l
        value: 45.1543
      - name: Test ROUGE-1
        type: rouge-1
        value: 53.3059
      - name: Test ROUGE-2
        type: rouge-2
        value: 28.355
      - name: Test ROUGE-L
        type: rouge-l
        value: 44.0953
    - task:
        type: summarization
        name: Summarization
      dataset:
        name: samsum
        type: samsum
        config: samsum
        split: train
      metrics:
      - name: ROUGE-1
        type: rouge
        value: 46.2492
        verified: true
      - name: ROUGE-2
        type: rouge
        value: 21.346
        verified: true
      - name: ROUGE-L
        type: rouge
        value: 37.2787
        verified: true
      - name: ROUGE-LSUM
        type: rouge
        value: 42.1317
        verified: true
      - name: loss
        type: loss
        value: 1.6859958171844482
        verified: true
      - name: gen_len
        type: gen_len
        value: 23.7103
        verified: true
  ---
  ## `bart-large-xsum-samsum`
  This model was obtained by fine-tuning `facebook/bart-large-xsum` on [Samsum](https://huggingface.co/datasets/samsum) dataset.
  ## Usage
  ```python
  from transformers import pipeline
  summarizer = pipeline("summarization", model="knkarthick/bart-large-xsum-samsum")
  conversation = '''Hannah: Hey, do you have Betty's number?
  Amanda: Lemme check
  Amanda: Sorry, can't find it.
  Amanda: Ask Larry
  Amanda: He called her last time we were at the park together
  Hannah: I don't know him well
  Amanda: Don't be shy, he's very nice
  Hannah: If you say so..
  Hannah: I'd rather you texted him
  Amanda: Just text him 🙂
  Hannah: Urgh.. Alright
  Hannah: Bye
  Amanda: Bye bye                                       
  '''
  summarizer(conversation)
  ```