README.md

metadata

tags:
  - autotrain
  - summarization
language:
  - en
widget:
  - text: Biomedical paper of choice 🤗
datasets:
  - Blaise-g/autotrain-data-SumPubmed
  - Blaise-g/SumPubmed
co2_eq_emissions:
  emissions: 1027.9
model-index:
  - name: Blaise-g/led_pubmed_sumpubmed_1
    results:
      - task:
          type: summarization
          name: Summarization
        dataset:
          name: Blaise-g/SumPubmed
          type: Blaise-g/SumPubmed
          config: Blaise-g--SumPubmed
          split: test
        metrics:
          - name: ROUGE-1
            type: rouge
            value: 41.2523
            verified: true
          - name: ROUGE-2
            type: rouge
            value: 11.1291
            verified: true
          - name: ROUGE-L
            type: rouge
            value: 20.2531
            verified: true
          - name: ROUGE-LSUM
            type: rouge
            value: 37.1502
            verified: true
          - name: loss
            type: loss
            value: 6.371099948883057
            verified: true
          - name: gen_len
            type: gen_len
            value: 193.3744
            verified: true

Validation Metrics

• Loss: 2.133
• Rouge1: 45.861
• Rouge2: 14.179
• RougeL: 23.565
• RougeLsum: 40.908
• Gen Len: 195.334