README - long-t5-tglobal-base-16384-booksum-V11-big_patent-V2
- this README was added because there wasn't one
- created 2022-07-31_12-14-50
about
An experiment testing some transfer learning with pszemraj/long-t5-tglobal-base-16384-book-summary to evaluate the ability to learn some technical documentation through the big_patent dataset on huggingface.
This checkpoint has been trained on dataset subsection y of big_patent for approx 400 steps of functional batch size 128.
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Datasets used to train pszemraj/long-t5-tglobal-base-16384-booksum-V11-big_patent-V2
Space using pszemraj/long-t5-tglobal-base-16384-booksum-V11-big_patent-V2 1
Evaluation results
- ROUGE-1 on kmfoda/booksumtest set verified23.144
- ROUGE-2 on kmfoda/booksumtest set verified3.239
- ROUGE-L on kmfoda/booksumtest set verified12.704
- ROUGE-LSUM on kmfoda/booksumtest set verified19.810
- loss on kmfoda/booksumtest set verified2.766
- gen_len on kmfoda/booksumtest set verified63.449
- ROUGE-1 on samsumtest set verified26.803
- ROUGE-2 on samsumtest set verified6.066
- ROUGE-L on samsumtest set verified20.010
- ROUGE-LSUM on samsumtest set verified21.912