README.md

---
language:
- en
license: mit
tags:
- summarization
model-index:
- name: facebook/bart-large-xsum
  results:
  - task:
      type: summarization
      name: Summarization
    dataset:
      name: cnn_dailymail
      type: cnn_dailymail
      config: 3.0.0
      split: test
    metrics:
    - type: rouge
      value: 25.2697
      name: ROUGE-1
      verified: true
    - type: rouge
      value: 7.6638
      name: ROUGE-2
      verified: true
    - type: rouge
      value: 17.1808
      name: ROUGE-L
      verified: true
    - type: rouge
      value: 21.7933
      name: ROUGE-LSUM
      verified: true
    - type: loss
      value: 3.5042972564697266
      name: loss
      verified: true
    - type: gen_len
      value: 27.4462
      name: gen_len
      verified: true
  - task:
      type: summarization
      name: Summarization
    dataset:
      name: xsum
      type: xsum
      config: default
      split: test
    metrics:
    - type: rouge
      value: 45.4525
      name: ROUGE-1
      verified: true
    - type: rouge
      value: 22.3455
      name: ROUGE-2
      verified: true
    - type: rouge
      value: 37.2302
      name: ROUGE-L
      verified: true
    - type: rouge
      value: 37.2323
      name: ROUGE-LSUM
      verified: true
    - type: loss
      value: 2.3128726482391357
      name: loss
      verified: true
    - type: gen_len
      value: 25.5435
      name: gen_len
      verified: true
  - task:
      type: summarization
      name: Summarization
    dataset:
      name: samsum
      type: samsum
      config: samsum
      split: train
    metrics:
    - type: rouge
      value: 24.7852
      name: ROUGE-1
      verified: true
    - type: rouge
      value: 5.2533
      name: ROUGE-2
      verified: true
    - type: rouge
      value: 18.6792
      name: ROUGE-L
      verified: true
    - type: rouge
      value: 20.629
      name: ROUGE-LSUM
      verified: true
    - type: loss
      value: 3.746837854385376
      name: loss
      verified: true
    - type: gen_len
      value: 23.1206
      name: gen_len
      verified: true
  - task:
      type: summarization
      name: Summarization
    dataset:
      name: samsum
      type: samsum
      config: samsum
      split: test
    metrics:
    - type: rouge
      value: 24.9158
      name: ROUGE-1
      verified: true
    - type: rouge
      value: 5.5837
      name: ROUGE-2
      verified: true
    - type: rouge
      value: 18.8935
      name: ROUGE-L
      verified: true
    - type: rouge
      value: 20.76
      name: ROUGE-LSUM
      verified: true
    - type: loss
      value: 3.775235891342163
      name: loss
      verified: true
    - type: gen_len
      value: 23.0928
      name: gen_len
      verified: true
  - task:
      type: summarization
      name: Summarization
    dataset:
      name: gigaword
      type: gigaword
      config: default
      split: test
    metrics:
    - type: rouge
      value: 16.579
      name: ROUGE-1
      verified: true
      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMDFkOTg5ZTM4MDk3NGY4NTcxYzgyY2IxMzlkYmQ0OGUxNzM2YzBhMTI3YjZhMjAzMzZjM2FlZTJmOGM0NmNhMCIsInZlcnNpb24iOjF9.v29vzy3WA75dWDALKoo_pnByEd1kJUQb1TICtczTMvpFmmZBUj1JMbEAX9DMwQa8gq30hbIAvnXa7B0w33oKDQ
    - type: rouge
      value: 3.7036
      name: ROUGE-2
      verified: true
      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYjMxYjM2MGUwZTI4OGJiZTMzMzY2OWNhNGIyM2NkOTk5ODI3OGRhZGRmMjIyZGNkMzg2MTI3OTg0NjgzMWRkNCIsInZlcnNpb24iOjF9.QWCiactfiS4V_rdnjpt3MJUciVpT7VlMRzGmFJ2PxioadewS2kApbYqu6CCilqC9hfVfsLg-VxrH-Os16Xp2Cg
    - type: rouge
      value: 14.3642
      name: ROUGE-L
      verified: true
      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNjJjNDgxOTYwOGVmMWYxN2U5ZmM3MDg4NmYwMDllMjgzNjI2OTUxZDQyMzQ5NmY5ZWIwMjlkODdhZDcyNjIzMCIsInZlcnNpb24iOjF9.HbWvD3wc7PRAyT87I-5do9GU0cCXQuEIBDAVSDdGEKXfY-LQ_HBI87vl46z7okCPB7xqAQ-jBsLFmjekw-DSAA
    - type: rouge
      value: 14.3846
      name: ROUGE-LSUM
      verified: true
      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMzBmNjNhZmMyNDY0N2Y4OTJmYTk0NWEwYjJjZDJiODMzMmUwNzhmMjVlYzkxMTg1YWYyZThlODY4MjE4NTAwYSIsInZlcnNpb24iOjF9.EZkXXT058YsPzxr-_k-asvYgBaf5IjJyuUzn_IrMEvqW6khWxq8MnnWeGkVPqhVq7hunVvrEYGo2N5ZJbCYOCQ
    - type: loss
      value: 6.708169460296631
      name: loss
      verified: true
      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZGM3NmJjNmE4MWM3MGFjM2YzMDRjNGY1MzhjYWI0ZWVhNDQ2ZDA3ODVhZTVhZjRjZjFmMDMzNjZjMDRmMmQxNyIsInZlcnNpb24iOjF9.0IiFBEZWGIkz6FUNbxFwDsPivj0Vdzd0txS_5u0zraLxiML-rnitSWOip-WYbNRO9Gmllu3nRzeKBFFjkOj3DQ
    - type: gen_len
      value: 23.694
      name: gen_len
      verified: true
      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYTc2MzlmNjE5ZmVkYTVmZGM5NzFhNDNkODcwOGUyNTFkOTkyOTNmMDNlNjU0YTlmYWMyNzljMDFhZTQzZmZiNSIsInZlcnNpb24iOjF9.MbmvTN8XJuMVhd4JJQdKpnijOKaS2OA2_cjO53777newl0EOHJtTF0CMS3sOjIVt7lrJUEr2JcfY7n8BPxDaAg
---
### Bart model finetuned on xsum

docs: https://huggingface.co/transformers/model_doc/bart.html

finetuning: examples/seq2seq/ (as of Aug 20, 2020)

Metrics: ROUGE > 22 on xsum.

variants: search for distilbart

paper: https://arxiv.org/abs/1910.13461