Model: pszemraj/long-t5-tglobal-xl-16384-book-summary
Author: pszemraj
Pipeline: summarization
Library: transformers
Tags: transformers, pytorch, safetensors, longt5, text2text-generation, summarization, summary, booksum, long-document, long-form, tglobal-xl, XL, dataset:kmfoda/booksum, arxiv:2112.07916, arxiv:2105.08209, license:apache-2.0, license:bsd-3-clause, model-index, region:us
Card metadata: license: apache-2.0, bsd-3-clause
tags: summarization, summary, booksum, long-document, long-form, tglobal-xl, XL
datasets: kmfoda/booksum
metrics: rouge
inference: no
model-index: name: pszemraj/long-t5-tglobal-xl-16384-book-summary
results: task: type: summarization
name: Summarization
dataset: name: multi_news
type: multi_news
config: default
split: test
metrics: type: rouge
value: 36.2043
name: ROUGE-1
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYzRmMmUyOTVjMmJmZTRiZDcyYzY3MTQ1MmUyNDA5NjVhYzEzYzBiNzcxYTRhMDQ3OTlhMGZjYmJlNDM1M2NjYyIsInZlcnNpb24iOjF9._uArOQ1_0znXDPXMq7unA1OHB-XbgqzzKRbFRcVUzTUJdWk26LiSa2pEEVNNmJPg6Uo7CAvONmhpEswLvl9TAg, type: rouge
value: 8.424
name: ROUGE-2
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNzg0MzljYjVjYWQ3MmRkZDBlOGI5M2RiMGU0M2UwZGUzMDg2NTU0NjcwMTNiN2ZmODEzNTQ0MmEwNDA3NDA5MSIsInZlcnNpb24iOjF9.Dzj85ld6TjosQ8KyUdoadzicMLedEFrICC6Q-08O3qx28d9B9Uke1zw-VWabiuesPEDTRGbWuBgPA5vxYWUZAw, type: rouge
value: 17.3721
name: ROUGE-L
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNDA3ZjZmODAwMTNlM2RlZmJlMDI5MGVkMGRkMTBjMTYzNDk5ZjFiNTY5MWE1MDUwNWI2MDE4ZDA2YWMwMmI2NCIsInZlcnNpb24iOjF9.MOV_nId0XAK1eMQssG5GN9DsitZaTrxl4jdCJnOg9EZ0-vAw227ln599YV5YfZ1OPJnWwek6rneqqyONiHn9AQ, type: rouge
value: 32.3994
name: ROUGE-LSUM
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZmY3MDMwOTZjNWI0YTk1MDgwMzJkYTFiN2U5YWU0Mzc0MWRiMzc1NzZlMDhjMWUwMmY2ODI2MjI5ODBkYWUxOSIsInZlcnNpb24iOjF9._BwGIZbcA4pUBkEAL0cW-JPPta0KSoGug4Z7vogHacUz-AEhIOI5ICUldZh0pt9OK67MpUSzpShJOu3rSt5YDQ, type: loss
value: 2.0843334197998047
name: loss
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiOWFhMmE5ZjA3ODM4YmVjMDMyMjk5YjNlMjA1MGMzOWY0NTRlYzk1YjZiMzQxMDMxOTMwMjFkNTdmNjM1NDcyMyIsInZlcnNpb24iOjF9.3wbXV4CIIgnfXAnnRztdOR12PwsWsEfiglQQ09K-C1EgW4gai4x9l-wTE2OZ7CTWkuk_tr4tL_uqOCXLZRMtCQ, type: gen_len
value: 248.3572
name: gen_len
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMWZhOGMwMDJjNGU2MzA2YzI1OWU1ZDY5N2NjZmM1YTA5NDg1MzUwNmU1YTBhNjQyNWYwYzA3OGNmODFjMmE2NSIsInZlcnNpb24iOjF9.Rc9u89zCdbFnjsnmq65l_JvCtUwOX_ZWapKJpTZ-rC8HxcUVfi2Ash2QfvvvxHH_YWhwklxxdnNa0HCm46qLAA, task: type: summarization
name: Summarization
dataset: name: billsum
type: billsum
config: default
split: test
metrics: name: ROUGE-1
type: rouge
value: 41.3645
verified: no, name: ROUGE-2
type: rouge
value: 16.144
verified: no, name: ROUGE-L
type: rouge
value: 24.2981
verified: no, name: ROUGE-LSUM
type: rouge
value: 35.3234
verified: no, name: loss
type: loss
value: 1.282260775566101
verified: no, name: gen_len
type: gen_len
value: 291.8158
verified: no, task: type: summarization
name: Summarization
dataset: name: ccdv/arxiv-summarization
type: ccdv/arxiv-summarization
config: document
split: test
metrics: name: ROUGE-1
type: rouge
value: 36.3225
verified: no, name: ROUGE-2
type: rouge
value: 9.3743
verified: no, name: ROUGE-L
type: rouge
value: 19.8396
verified: no, name: ROUGE-LSUM
type: rouge
value: 32.2532
verified: no, name: loss
type: loss
value: 2.146871566772461
verified: no, name: gen_len
type: gen_len
value: 186.2966
verified: no
Likes: 19 | All-time downloads: 21769
Created: 2022-11-27 03:14:49