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Co-authored-by: Daniel Furman <dryanfurman@gmail.com>

Co-authored-by: lewtun <lewis.c.tunstall@gmail.com>

Bumping CITATION.bib to match re-adding the citation in readme. 

cc @StellaAthena

It looks like Google Scholar has [already noticed](https://scholar.google.com/scholar?hl=en&as_sdt=0%2C9&authuser=2&q=%22A+framework+for+few-shot+language+model+evaluation%2C+12+2023%22&btnG=) the updated citation block so let's add it back in.

* rewor documentation for explaining local dataset

* fix typo

* Update new_task_guide.md

* add WIP device_map overrides

* update handling outside of accelerate launcher

* change .to(device) log to debug level

* run linter

* benchmark yamls allow minor edits of already registered tasks

* add documentation

* removed print

* Make parallelize=True distinction clearer in documentation.

* run linter

* Add: kobest config file

* Add: kobest utils

* Add: README

* Update utils.py

* fix incorrect lookback protections

* bump generate_until task versions

* multimedqa

* Update medqa.yaml

* move to benchmarks folder

* add README.md

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Co-authored-by: Lintang Sutawika <lintang@sutawika.com>

* Refine scoring logic for multiple_target "exact_match" metric

* skip old tests from master

* skip old tests from master

* delete tests from master