GitLab

* add bertaqa tasks

* rename basquetrivia-->bertaqa ; make template stub not .yaml

* add bertaqa entry to lm_eval/tasks/README.md

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Co-authored-by: haileyschoelkopf <hailey@eleuther.ai>

* Added ArabicMMLU

* Rename `ammlu` to `arabicmmlu`

* init paloma benchmark

* pre-process in utils function

* add `task_alias`

* updated task aliases

* Update paloma_dolma-v1_5.yaml

* Update paloma_twitterAAE_HELM_fixed.yaml

* Update paloma_dolma_100_programing_languages.yaml

* update on names

* fix paloma template issue

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Co-authored-by: Zafir Stojanovski <zaf.stojano@gmail.com>
Co-authored-by: Zafir Stojanovski <zafir.stojanovski@icloud.com>
Co-authored-by: Lintang Sutawika <lintang@eleuther.ai>

* init paloma benchmark

* pre-process in utils function

* add `task_alias`

* updated task aliases

* Update paloma_dolma-v1_5.yaml

* Update paloma_twitterAAE_HELM_fixed.yaml

* Update paloma_dolma_100_programing_languages.yaml

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Co-authored-by: Lintang Sutawika <lintang@eleuther.ai>

Signed-off-by: changwangss <chang1.wang@intel.com>

* fix: add filter to os.walk to ignore 'ipynb_checkpoints

* Update __init__.py

* Update __init__.py

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Co-authored-by: Lintang Sutawika <lintang@eleuther.ai>

* `samples` is newline delimited

* updated git and pre-commit

* appease pre-commit

* nit

* Revert back for now

* Revert for now

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Co-authored-by: Lintang Sutawika <lintang@eleuther.ai>

* Update README.md

* Delete lm_eval/tasks/ammlu directory

* Update README.md

* Update bec.yaml

* Update bhtc.yaml

* Update coref.yaml

* Update qnli.yaml

* Update vaxx.yaml

* Update wic.yaml

* Noticia

* test

* Final testes implementation

* Fixes

* Fix linters

* added tasks and task family descriptors

* configs for the new lambada translations

* continue work on task list w/ links; slightly reorganize README

* Apply suggestions from code review

* Rename file so that it'll preview in Github when viewing lm_eval/tasks folder

* Update new_task_guide.md

* Update README.md

* run linter

* Add language column to task table; Add missing tasks to task table; fix nq_open and storycloze READMEs

* fix typo

* update `lm_eval/tasks/README.md` with task description

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Co-authored-by: Harish Vadaparty <harishvadaparty@gmail.com>
Co-authored-by: anthony <anthonydipofi@gmail.com>
Co-authored-by: Hailey Schoelkopf <65563625+haileyschoelkopf@users.noreply.github.com>
Co-authored-by: haileyschoelkopf <hailey@eleuther.ai>

Multiple Choice Questions and Large Languages Models: A Case Study with Fictional Medical Data (#1867)

* glianorex tasks

* Create README.md

* Update README.md

* Update README.md

* fix formatting

* fix internal formatting

* added tasks and task family descriptors

* continue work on task list w/ links; slightly reorganize README

* Apply suggestions from code review

* Rename file so that it'll preview in Github when viewing lm_eval/tasks folder

* Update new_task_guide.md

* Update README.md

* run linter

* Add language column to task table; Add missing tasks to task table; fix nq_open and storycloze READMEs

* fix typo

* Apply suggestions from code review
Co-authored-by: Hailey Schoelkopf <65563625+haileyschoelkopf@users.noreply.github.com>

* apply format

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Co-authored-by: Harish Vadaparty <harishvadaparty@gmail.com>
Co-authored-by: Hailey Schoelkopf <65563625+haileyschoelkopf@users.noreply.github.com>
Co-authored-by: haileyschoelkopf <hailey@eleuther.ai>

* init test 1

* fix

* this format seems to be working - need to update all other tasks with the new format

* bbh with few shot format

* fix fewshot bbh

* add mmlu flan cot

* samples of cot

* kmmlu

* fix gsm8k

* update keys for mmlu

* minerva math

* bbh

* fix

* fix samples

* small fixes to templates

* last prompt format change

* fixing prompt

* fixed minerva math format

* rm accidental commited file

* added doc for few shot samples

* Update lm_eval/loggers/evaluation_tracker.py

* Update lm_eval/loggers/evaluation_tracker.py

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

* added check in sampler per code review

* added the system from a function, plus an example in minerva math

* style

* Apply suggestions from code review
Co-authored-by: Hailey Schoelkopf <65563625+haileyschoelkopf@users.noreply.github.com>

* fix unit tests 1

* forcing use of test split

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Co-authored-by: Hailey Schoelkopf <65563625+haileyschoelkopf@users.noreply.github.com>

* edit process multiple-choice

* split template yaml

* remove

* modified multiple_choice tasks

* udpate

* Update multiple_choice_template_b_yaml

* Update multiple_choice_template_a_yaml

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Co-authored-by: Hailey Schoelkopf <65563625+haileyschoelkopf@users.noreply.github.com>

* add mmlu tasks from pile-t5

* Update _mmlu_flan_cot_fewshot_template_yaml

* Update _mmlu_flan_cot_zeroshot_template_yaml

* Update _mmlu_flan_generative_template_yaml

* Update _mmlu_flan_loglikelihood_template_yaml

* Update _default_template_yaml

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Co-authored-by: Hailey Schoelkopf <65563625+haileyschoelkopf@users.noreply.github.com>

* Add tinyBenchmarks

* Add acknowledgements

* Add ordering of outputs for data-parallel

* Run pre-commit

* Add few_shot specifications

* Add tinyBenchmarks post-processing

* add conditional import ; fix task names

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Co-authored-by: haileyschoelkopf <hailey@eleuther.ai>

* add copal

* change name to copal id for clarity and the task name

* remove `copal_id...` to yaml to make it work

* checkmark on README

* change group name to `copal_id`

* add mmlu arc style evaluation

* rename arc_style to continuation

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Co-authored-by: Jonathan Burdge <jburdge@mahti-login11.mahti.csc.fi>
Co-authored-by: Jonathan Burdge <jburdge@mahti-login12.mahti.csc.fi>