Model: google/bigbird-pegasus-large-arxiv
Author: google
Pipeline: summarization
Library: transformers
Tags: transformers, pytorch, bigbird_pegasus, text2text-generation, summarization, en, dataset:scientific_papers, arxiv:2007.14062, license:apache-2.0, model-index, endpoints_compatible, deploy:azure, region:us
Card metadata: language: en
license: apache-2.0
datasets: scientific_papers
tags: summarization
model-index: name: google/bigbird-pegasus-large-arxiv
results: task: type: summarization
name: Summarization
dataset: name: scientific_papers
type: scientific_papers
config: pubmed
split: test
metrics: name: ROUGE-1
type: rouge
value: 36.0276
verified: no, name: ROUGE-2
type: rouge
value: 13.4166
verified: no, name: ROUGE-L
type: rouge
value: 21.9612
verified: no, name: ROUGE-LSUM
type: rouge
value: 29.648
verified: no, name: loss
type: loss
value: 2.774355173110962
verified: no, name: meteor
type: meteor
value: 0.2824
verified: no, name: gen_len
type: gen_len
value: 209.2537
verified: no, task: type: summarization
name: Summarization
dataset: name: cnn_dailymail
type: cnn_dailymail
config: 3.0.0
split: test
metrics: name: ROUGE-1
type: rouge
value: 9.0885
verified: no, name: ROUGE-2
type: rouge
value: 1.0325
verified: no, name: ROUGE-L
type: rouge
value: 7.3182
verified: no, name: ROUGE-LSUM
type: rouge
value: 8.1455
verified: no, name: loss
type: loss
verified: no, name: gen_len
type: gen_len
value: 210.4762
verified: no, task: type: summarization
name: Summarization
dataset: name: xsum
type: xsum
config: default
split: test
metrics: name: ROUGE-1
type: rouge
value: 4.9787
verified: no, name: ROUGE-2
type: rouge
value: 0.3527
verified: no, name: ROUGE-L
type: rouge
value: 4.3679
verified: no, name: ROUGE-LSUM
type: rouge
value: 4.1723
verified: no, name: loss
type: loss
verified: no, name: gen_len
type: gen_len
value: 230.4886
verified: no, task: type: summarization
name: Summarization
dataset: name: scientific_papers
type: scientific_papers
config: arxiv
split: test
metrics: name: ROUGE-1
type: rouge
value: 43.4702
verified: no, name: ROUGE-2
type: rouge
value: 17.4297
verified: no, name: ROUGE-L
type: rouge
value: 26.2587
verified: no, name: ROUGE-LSUM
type: rouge
value: 35.5587
verified: no, name: loss
type: loss
value: 2.1113228797912598
verified: no, name: gen_len
type: gen_len
value: 183.3702
verified: no, task: type: summarization
name: Summarization
dataset: name: samsum
type: samsum
config: samsum
split: test
metrics: name: ROUGE-1
type: rouge
value: 3.621
verified: no, name: ROUGE-2
type: rouge
value: 0.1699
verified: no, name: ROUGE-L
type: rouge
value: 3.2016
verified: no, name: ROUGE-LSUM
type: rouge
value: 3.3269
verified: no, name: loss
type: loss
value: 7.664482116699219
verified: no, name: gen_len
type: gen_len
value: 233.8107
verified: no
Likes: 64 | All-time downloads: 648159
Created: 2022-03-02 23:29:05