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Add Open Arabic LLM Leaderboard Benchmarks (Full and Light Version) (#2232)

* arabic leaferboard yaml file is added

* arabic toxigen is implemented

* Dataset library is imported

* arabic sciq is added

* util file of arabic toxigen is updated

* arabic race is added

* arabic piqa is implemented

* arabic open qa is added

* arabic copa is implemented

* arabic boolq ia added

* arabic arc easy is added

* arabic arc challenge is added

* arabic exams benchmark is implemented

* arabic hellaswag is added

* arabic leaderboard yaml file metrics are updated

* arabic mmlu benchmarks are added

* arabic mmlu group yaml file is updated

* alghafa benchmarks are added

* acva benchmarks are added

* acva utils.py is updated

* light version of arabic leaderboard benchmarks are added

* bugs fixed

* bug fixed

* bug fixed

* bug fixed

* bug fixed

* bug fixed

* library import bug is fixed

* doc to target updated

* bash file is deleted

* results folder is deleted

* leaderboard groups are added

* full arabic leaderboard groups are added, plus some bug fixes to the light version

* Create README.md

README.md for arabic_leaderboard_complete

* Create README.md

README.md for arabic_leaderboard_light

* Delete lm_eval/tasks/arabic_leaderboard directory

* Update README.md

* Update README.md

adding the Arabic leaderboards to the library

* Update README.md

10% of the training set

* Update README.md

10% of the training set

* revert .gitignore to prev version

* Update lm_eval/tasks/README.md
Co-authored-by: Hailey Schoelkopf <65563625+haileyschoelkopf@users.noreply.github.com>

* updated main README.md

* Update lm_eval/tasks/README.md

* specify machine translated benchmarks (complete)

* specify machine translated benchmarks (light version)

* add alghafa to the related task names (complete and light)

* add 'acva' to the related task names (complete and light)

* add 'arabic_leaderboard' to all the groups (complete and light)

* all dataset - not a random sample

* added more accurate details to the readme file

* added mt_mmlu from okapi

* Update lm_eval/tasks/README.md
Co-authored-by: Hailey Schoelkopf <65563625+haileyschoelkopf@users.noreply.github.com>

* Update lm_eval/tasks/README.md
Co-authored-by: Hailey Schoelkopf <65563625+haileyschoelkopf@users.noreply.github.com>

* updated mt_mmlu readme

* renaming 'alghafa' full and light

* renaming 'arabic_mmlu' light and full

* renaming 'acva' full and light

* update readme and standardize dir/file names

* running pre-commit

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Co-authored-by: shahrzads <sayehban@ualberta.ca>
Co-authored-by: shahrzads <56282669+shahrzads@users.noreply.github.com>
Co-authored-by: Hailey Schoelkopf <65563625+haileyschoelkopf@users.noreply.github.com>