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: 45.4419
      name: ROUGE-1
      verified: true
      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNzkzZTM0ZTQ3OTJhODgxOGJhNWE0Y2QxMjcwMjBiODdlMzY3Yjk1MjQ1MDJlODQwZjNlZWUyMTEwNmYyYjUzYiIsInZlcnNpb24iOjF9.3_JITjNVx36poltYC02qpeuMiAyYu2AOrfMpCACYdX2_FTtSxxWeYkUJHEbBnuJQKgERHmJncLcQxbh4IlvXBA
    - type: rouge
      value: 22.3723
      name: ROUGE-2
      verified: true
      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZDQzZTkxMWM4ZDgyOTcyYmI1MDgyNTk1YmExNTJmNDAxYjViNjlmZjUzNjQ3ZDQwNzQ5ZWQ0ZDU1YTFjYTdlYiIsInZlcnNpb24iOjF9.sDIZfKrHyHDcuYxKNYcvrl-1eMrnwMtm8cA-xDxNP4hX7eEhNoQSAo_CLiPibibcHNMOjZX9fPCMULiGb0qnBw
    - type: rouge
      value: 37.2229
      name: ROUGE-L
      verified: true
      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiOWM2MThmY2Y1YmY4OTEwYTZjZjRiNTYxMTY4NDVmMzBhOGM3YTlkZmExMDZmOGU0ZmM1MjMwM2RjOWU1YWQxNyIsInZlcnNpb24iOjF9.TNMvdtMB-5DHUth3HeMc9IilhlciZgPI8AW8RLWl5fWTDko8X0JRk-gTMW6b6cNcRUe2lmfZ9I_ZSd-ZvnjEBA
    - type: rouge
      value: 37.2239
      name: ROUGE-LSUM
      verified: true
      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYzZlMGI2NmRmMTEwMWFhNzAxOTRlMWQyNzA0YjI1ODE3ZjVjYmE1ODMzZTE1M2Y3MTk2YTcxZDYwN2U2NGI4NiIsInZlcnNpb24iOjF9.tcsUnGTDhbrOi1ZNusrI8Do4kt8BuNLD91fhbJwOsr9EvP6NlAAWnfoG1iBSNYKByMcC9Y31lwZlUOUBvnUdDQ
    - type: loss
      value: 2.3128323554992676
      name: loss
      verified: true
      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNzQ3ODBjNWY2ODdhZTAwODUxY2ViMjBmNDY3N2EwMTUzYzdjOGJlZjZlMTI0ZjhkM2I0MGRjNjM5OWNhZDU3NSIsInZlcnNpb24iOjF9.IleOf5Dq60z64kqp6w5dyc6azb1egIARnnKch-x-hpKdQUdTMyPmUO34SpWzuhMt9bJQXRG5qNxb0mpr2-ZMCg
    - type: gen_len
      value: 25.5435
      name: gen_len
      verified: true
      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZTE3ODlkZDhhMTEwNTlhNzVjMWMxMGQyZDc0OTc0NWY0MDBlMzUzNGI3MGQwNmJmNzQ3NTQ5MjhhNDhiYTM5YSIsInZlcnNpb24iOjF9.e7nHzg3OH3zkWiCj3iZVAAQG6Zy0E16_MJzBEEyGTlSVuPGMziNfcjRvLD6WeY_6lXUonEwc9lur0X-qUvB7Aw
  - 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
---
### 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