Model: pszemraj/long-t5-tglobal-large-pubmed-3k-booksum-16384-WIP
Author: pszemraj
Pipeline: summarization
Library: transformers
Tags: transformers, pytorch, safetensors, longt5, text2text-generation, summarization, summary, booksum, long-document, long-form, dataset:kmfoda/booksum, license:apache-2.0, model-index, region:us
Card metadata: license: apache-2.0
tags: summarization, summary, booksum, long-document, long-form
datasets: kmfoda/booksum
metrics: rouge
inference: no
model-index: name: pszemraj/long-t5-tglobal-large-pubmed-3k-booksum-16384-WIP
results: task: type: summarization
name: Summarization
dataset: name: kmfoda/booksum
type: kmfoda/booksum
config: kmfoda--booksum
split: test
metrics: type: rouge
value: 35.9969
name: ROUGE-1
verified: yes
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value: 5.9272
name: ROUGE-2
verified: yes
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value: 16.0136
name: ROUGE-L
verified: yes
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value: 32.941
name: ROUGE-LSUM
verified: yes
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value: 2.9339466094970703
name: loss
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNDU3NzY4MzJkY2ZmNDc4MDQxZjcyMzE5NTAyMTNlOTczNjBiYjhmODNkMTMwYWZhMjQxM2YzZjhiNGEzODlmZSIsInZlcnNpb24iOjF9.ubsp9ODlTUI6XD9pE310OHswKKd2qCEWacgzXT4P0exypXfqTeKaL9CRCMT9GZf_f8Yg1Zl6FNvSgJoa1T8hCw, type: gen_len
value: 283.7198
name: gen_len
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNDFlZGZjNWYwYzk3M2E1OGViZWQ1YWY3MDU3MTA0NjI3OWRhZTljMjQ1MjVhYjM3ZGQ2NjFlMzgxZTIzMmViZSIsInZlcnNpb24iOjF9.np0apB8dlENyCSnLtDRYAuo7R5mu7wELjvjeUQPhhT30yUOGCJ1MOt-uE7l0kPqf6v3JYD3KLYB6o-NwnfCHBQ, task: type: summarization
name: Summarization
dataset: name: samsum
type: samsum
config: samsum
split: test
metrics: type: rouge
value: 26.2412
name: ROUGE-1
verified: yes
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value: 5.9791
name: ROUGE-2
verified: yes
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value: 18.7467
name: ROUGE-L
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNTU1NmFmZTUxNmFhYTc3OTU3MTk1NTVjOWI2NzAyMTJhZTQ0ZDI0NjhjNzFkZjk3NmNlOTNhMzNlNGM1ZTBlZCIsInZlcnNpb24iOjF9.JDwUXyolkzkUjW52heUuBvfmniToRUwJamq3HXUBPt4eM4RwJCkt9gEqEFwI8enZsHSZV-OrkeYNBBPIGbkHAQ, type: rouge
value: 22.5566
name: ROUGE-LSUM
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiOTFjMWU1YmY5ZDM5OTM0YTliNWE5ZjMyMDk2YTI3MGUyNGFhNGJjZDJhMzA2OTZlODVhODkxYTViZGVjZjk0NiIsInZlcnNpb24iOjF9.UjXKQOz6_4WUM_keDjpZ2JqLk2I_6Qz5sDPn40gTGoShqs-1MdlN2ZD556lg4sASvFhPOgehlocXtkhoVNeDAw, type: loss
value: 2.877626895904541
name: loss
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNTE1MGE5N2E4MjM4ZjU1NzdkNzVjMzQ2ZTMwZGExZmY2M2NkZmExOGRjN2M0MzNmY2QyMTMxZTA2YWEwZWJlOCIsInZlcnNpb24iOjF9.emXgdp6oFaWXSM_IwWe5f2AuML5q_AF9Fn1uVaLV6oQPQLUUn9kHuJjvhen8rpps3uwV5hlg_FQi1yA0ptg9Bw, type: gen_len
value: 47.6532
name: gen_len
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiOGYwYTA5NjBiMjQ4OTQyZjRjMjAzYWRjYThlZjRiOTAxYTY4YzFmZTY0NzFlZjA4MDY2YzE3M2VjODU3OWNjYyIsInZlcnNpb24iOjF9.VD34TzxOsg5dSxp3o8feeNS_i0jOShKyIgCco6gaI6CV2U2iADzOJRYvTk__il_mnTI8_Q3n5krTq5VBWIrnBg, task: type: summarization
name: Summarization
dataset: name: xsum
type: xsum
config: default
split: test
metrics: type: rouge
value: 19.3209
name: ROUGE-1
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYTYwOGVmZDZhNmJlMTk3ZmEzMThjMmJmNDVhMzMyZGYzM2NhMzc5ZDhiY2I0ZGMxZjYzZDBjMmQ0ZTYyZGM3YyIsInZlcnNpb24iOjF9.2CcwX9HsunSocmuXzYeGgUttbxSTJeI3Rd_z8ahVMOVKBU3gy_SFTz4jRAQ-reNpKXcHS-pXBnkrBKF1c909Ag, type: rouge
value: 2.7978
name: ROUGE-2
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZDRiZjQ5ODRmNDVhNWMwMjBmZjUwNTkwZDU1OGVlZjlhNTIwZTQ1NDkyOTlhMTMwOGU2YjAwYjZjMTM5M2EyZSIsInZlcnNpb24iOjF9.th3dNtUmR9BK_1CErYVLkvp9pjbDEPrYouR_sfTOyHcsiUEnvXWAaHt8VfAjCvZa5GVExIUJ1mU5juWHGgqmCA, type: rouge
value: 12.5816
name: ROUGE-L
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMTgwNmI1NzRhYzg2MDk2ZmJmYjE4YTNhMjk4OWZiOThjMTBlNmUxMGFjYjYwZjgzNWMwZThlZDIyMjJjZDEzMyIsInZlcnNpb24iOjF9.Px6A7iX1WEX0LkAtRYbgH3bG4ZhR7Qpm0j61SOtCU6tfwIhWjlfndXOB_1f4OM52P38WX17ug3Dbv_fopc4pDw, type: rouge
value: 15.0239
name: ROUGE-LSUM
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNjhmOWJkNWY0MzkxMDI1NDlkMzhmMzEzOWM1OTE5ZjgwMDhmOGQyOWJkYzI5ODg1NTUzMmNlZDUyZjYyYzEyNyIsInZlcnNpb24iOjF9.wft3QMXCx8d6MLSE6NA4OxJ1Z6BVvpIw-BTtwJR8HZBPEVTrysG9tl3OwJ0oMV3ZvtzozW5WOGJ7sAxTXIqdAA, type: loss
value: 4.483709335327148
name: loss
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiODYwMDc4MTFmZGRmMjljNzNiN2QxNDNiZWJhZDE3ODcyNDExOTQ1MzhhZTk5MzQ4ZmM1NTUxN2QyMDFkYjZhYiIsInZlcnNpb24iOjF9.NMGHLvhHJwFOKi1aojjHzwslAB-D_TUQmNN1iLpBokcNZjrbgw3qqO2HY2xQn7QEQFZpAy-UD7ptIJ5zpJhSDw, type: gen_len
value: 82.729
name: gen_len
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMjkzYmI1YWE2MmVkODdjNzU4Y2U3NTgwZjdjYjMxZTBkYmIyODVkNzA0NzEyZjlmOGQ4ODg1ZWE2Mzc1ZDE2MiIsInZlcnNpb24iOjF9.1vDZt_Ujy6kM_VjgA7ZenMjg5UJUI_mXUueB3I1WYhsTOzq_Dib8cjlHejkFuLHbHoKzg4x5WEu90ncEpptIAg, task: type: summarization
name: Summarization
dataset: name: billsum
type: billsum
config: default
split: test
metrics: type: rouge
value: 36.5688
name: ROUGE-1
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMDA2MjFkZThjMTk3NGNjNzk3MzdlMjgyMDJkYzA1MGMwYjdkZTZjMzE2NGE1MjM5OTFiOTU3YmVmZTNiNGIzYiIsInZlcnNpb24iOjF9.-1cYB1OAdxdq6bJb1c1xavlHNQxtYcNvf1ro7a5U5zksCBsfufG-B7AWkgxlyfxMMb373bwq4QqbRkk8omiqAw, type: rouge
value: 12.5849
name: ROUGE-2
verified: yes
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value: 22.2461
name: ROUGE-L
verified: yes
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value: 30.6507
name: ROUGE-LSUM
verified: yes
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value: 2.6456267833709717
name: loss
verified: yes
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value: 139.0398
name: gen_len
verified: yes
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name: Summarization
dataset: name: launch/gov_report
type: launch/gov_report
config: plain_text
split: test
metrics: type: rouge
value: 37.0248
name: ROUGE-1
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYTdmYTU0OWRiNTRlMjFmMzI3N2FjMDIyZmE3ZTMyZDEzZmIzNzRkOWVkZTc5YTg4NTc3ZWIyMDVjY2NlZDhlMSIsInZlcnNpb24iOjF9.-c5dYiAJ7mGXTrP2Q4rzXf3to_gLSicvE2et6NrLIhr4LfdhMWHl1KgOe1nSwkL_rI8pBMDLQ73_LhfjrnWfDQ, type: rouge
value: 9.0446
name: ROUGE-2
verified: yes
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value: 18.0521
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value: 33.4723
name: ROUGE-LSUM
verified: yes
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value: 3.381495237350464
name: loss
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMmI0Y2ZmZmVmNDU1MGZlYTZlMDQ5YzY0ZmY1NjNlYzdmN2NmY2ZmZWI5NWJmNjQzNmJiZDUwOWU4YjYzYjFjMCIsInZlcnNpb24iOjF9.CkCmAGRz3s2YXbpqRDJ7bjfEpCllU-AS5QJo1ZznvTkKN4iv7aLHgiXKIkPKSfeO2qWj1zVL_P9NMG0IxBvXBA, type: gen_len
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verified: yes
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Likes: 1 | All-time downloads: 1421
Created: 2022-06-25 20:47:58