Group agg rework (#1741)

* add greoup_config arg

* add a group config that allows disabling table for group score and group aggregate in general

* fixed size configuration

* adjust config

* add group config

* adjust mmlu to use group_config

* fixed args input in aggregate_subtask_metrics

* fixed issues related to printing alias of group and updated yaml

* update all mmlu variants to include group_config

* edit format

* modify mmlu tasks

* adjust group to also be a configurable group

* add configurable group

* simplify get_task_list

* adjust group scoring with using ConfigurableGroup

* adjust args

* update mmlu

* update mmlu

* update to work with new group and task configuration

* readd group_agg

* readd files

* move prepare_print_tasks to evaluator_utils

* sort set to False by default, fix predict_only arg

* add version for groups

* reversed task list

* update additional condition when loading a group in a group yaml

* update truthfulqa

* add description regarding tags replacing group

* replace group to tag

* fixed conditional statement

* remove warning

* update loading of task group and newly added tags

* reformat with pre-commit

* fixed info log

* update

* fix bug

* fix bug

* use task id to differentiate tasks

* convert all groups to configurable groups

* use task_id

* reformat

* add task_id for python tasks as well

* add task_id for python tasks as well

* add task_id for python tasks as well

* revert truthfulqa

* revert mmlu tasks

* new mmlu config

* new group config parameter `tag_to_task`

* Update truthfulqa_mc2.yaml

* reformate

* add _process_group_config

* adjust task_id

* add get_subtask_list function to get proper subtask list

* group config to_dict update

* remove tag check

* update mmlu

* fix config passing issues

* add test yaml

* format fix

* add documentation

* corner case for single tag being called

* fix indentation

* formatting

* update all mmlu variants

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

* remove group_alias

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

* remove version for metadata

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

* update mmlu/

* removed " " in make_table

* change how aggregate_metric is loaded

* change how aggregate_metric is loaded

* update aggregate_metric arg

* update format

* update format

* some docs fixes

* add groups for agieval, aexams, aclue

* add more explicit aggregation groups

* add more groupings / tags distinctions

* add more groupings

* more groupings

* add many explicit group configs

* add many explicit group configs

* add more explicit group configs

* add more explicit group configs

* add more error msgs, agg_metric -> agg_metric_list

* some docs updates

* update task_id to be updateable and uses group:task format

* make KMMLU a tag for now

* update docs

* don't duplicate task names

* fix merge conflicts?

* giving this a try

* clean up diff

* switch mmlu variants over to using

* don't use to-be-deprecated group: config field in overview notebook

* Python tasks which subclass ConfigurableTask now run

* update mmlu

* pre-commit format

* fixed sorting for multi-level printing

* move group api to separate file

* fix bbh aggregation filter usage

* track api/group.py

* adjust group and tags loading

* make explicit group configs for leaderboard and other newer tasks

* fix arabicmmlu

* update

* change arabicmmlu template name???

* update group alias

* fix printing bugs

* check table printing is correct ; update tests

* use mmlu_stem to have a group included in print tests

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

lm_eval/tasks/arabicmmlu/arabicmmlu_high_islamic_studies.yaml

 "dataset_name": "High Islamic Studies"
-"group": "arabicmmlu_humanities"
-"group_alias": "humanities"
-"include": "_default_template_yaml"
+"tag": "arabicmmlu_humanities_tasks"
+"include": "_default_arabicmmlu_template_yaml"
 "task": "arabicmmlu_high_islamic_studies"
 "task_alias": "High Islamic Studies"

lm_eval/tasks/arabicmmlu/arabicmmlu_high_philosophy.yaml

 "dataset_name": "High Philosophy"
-"group": "arabicmmlu_humanities"
-"group_alias": "humanities"
-"include": "_default_template_yaml"
+"tag": "arabicmmlu_humanities_tasks"
+"include": "_default_arabicmmlu_template_yaml"
 "task": "arabicmmlu_high_philosophy"
 "task_alias": "High Philosophy"

lm_eval/tasks/arabicmmlu/arabicmmlu_high_physics.yaml

 "dataset_name": "High Physics"
-"group": "arabicmmlu_stem"
-"group_alias": "stem"
-"include": "_default_template_yaml"
+"tag": "arabicmmlu_stem_tasks"
+"include": "_default_arabicmmlu_template_yaml"
 "task": "arabicmmlu_high_physics"
 "task_alias": "High Physics"

lm_eval/tasks/arabicmmlu/arabicmmlu_islamic_studies.yaml

 "dataset_name": "Islamic Studies"
-"group": "arabicmmlu_humanities"
-"group_alias": "humanities"
-"include": "_default_template_yaml"
+"tag": "arabicmmlu_humanities_tasks"
+"include": "_default_arabicmmlu_template_yaml"
 "task": "arabicmmlu_islamic_studies"
 "task_alias": "Islamic Studies"

lm_eval/tasks/arabicmmlu/arabicmmlu_middle_arabic_language.yaml

 "dataset_name": "Middle Arabic Language"
-"group": "arabicmmlu_language"
-"group_alias": "language"
-"include": "_default_template_yaml"
+"tag": "arabicmmlu_language_tasks"
+"include": "_default_arabicmmlu_template_yaml"
 "task": "arabicmmlu_middle_arabic_language"
 "task_alias": "Middle Arabic Language"

lm_eval/tasks/arabicmmlu/arabicmmlu_middle_civics.yaml

 "dataset_name": "Middle Civics"
-"group": "arabicmmlu_social_science"
-"group_alias": "social science"
-"include": "_default_template_yaml"
+"tag": "arabicmmlu_social_science_tasks"
+"include": "_default_arabicmmlu_template_yaml"
 "task": "arabicmmlu_middle_civics"
 "task_alias": "Middle Civics"

lm_eval/tasks/arabicmmlu/arabicmmlu_middle_computer_science.yaml

 "dataset_name": "Middle Computer Science"
-"group": "arabicmmlu_stem"
-"group_alias": "stem"
-"include": "_default_template_yaml"
+"tag": "arabicmmlu_stem_tasks"
+"include": "_default_arabicmmlu_template_yaml"
 "task": "arabicmmlu_middle_computer_science"
 "task_alias": "Middle Computer Science"

lm_eval/tasks/arabicmmlu/arabicmmlu_middle_economics.yaml

 "dataset_name": "Middle Economics"
-"group": "arabicmmlu_social_science"
-"group_alias": "social science"
-"include": "_default_template_yaml"
+"tag": "arabicmmlu_social_science_tasks"
+"include": "_default_arabicmmlu_template_yaml"
 "task": "arabicmmlu_middle_economics"
 "task_alias": "Middle Economics"

lm_eval/tasks/arabicmmlu/arabicmmlu_middle_general_knowledge.yaml

 "dataset_name": "Middle General Knowledge"
-"group": "arabicmmlu_other"
-"group_alias": "other"
-"include": "_default_template_yaml"
+"tag": "arabicmmlu_other_tasks"
+"include": "_default_arabicmmlu_template_yaml"
 "task": "arabicmmlu_middle_general_knowledge"
 "task_alias": "Middle General Knowledge"

lm_eval/tasks/arabicmmlu/arabicmmlu_middle_geography.yaml

 "dataset_name": "Middle Geography"
-"group": "arabicmmlu_social_science"
-"group_alias": "social science"
-"include": "_default_template_yaml"
+"tag": "arabicmmlu_social_science_tasks"
+"include": "_default_arabicmmlu_template_yaml"
 "task": "arabicmmlu_middle_geography"
 "task_alias": "Middle Geography"

lm_eval/tasks/arabicmmlu/arabicmmlu_middle_history.yaml

 "dataset_name": "Middle History"
-"group": "arabicmmlu_humanities"
-"group_alias": "humanities"
-"include": "_default_template_yaml"
+"tag": "arabicmmlu_humanities_tasks"
+"include": "_default_arabicmmlu_template_yaml"
 "task": "arabicmmlu_middle_history"
 "task_alias": "Middle History"

lm_eval/tasks/arabicmmlu/arabicmmlu_middle_islamic_studies.yaml

 "dataset_name": "Middle Islamic Studies"
-"group": "arabicmmlu_humanities"
-"group_alias": "humanities"
-"include": "_default_template_yaml"
+"tag": "arabicmmlu_humanities_tasks"
+"include": "_default_arabicmmlu_template_yaml"
 "task": "arabicmmlu_middle_islamic_studies"
 "task_alias": "Middle Islamic Studies"

lm_eval/tasks/arabicmmlu/arabicmmlu_middle_natural_science.yaml

 "dataset_name": "Middle Natural Science"
-"group": "arabicmmlu_stem"
-"group_alias": "stem"
-"include": "_default_template_yaml"
+"tag": "arabicmmlu_stem_tasks"
+"include": "_default_arabicmmlu_template_yaml"
 "task": "arabicmmlu_middle_natural_science"
 "task_alias": "Middle Natural Science"

lm_eval/tasks/arabicmmlu/arabicmmlu_middle_social_science.yaml

 "dataset_name": "Middle Social Science"
-"group": "arabicmmlu_social_science"
-"group_alias": "social science"
-"include": "_default_template_yaml"
+"tag": "arabicmmlu_social_science_tasks"
+"include": "_default_arabicmmlu_template_yaml"
 "task": "arabicmmlu_middle_social_science"
 "task_alias": "Middle Social Science"

lm_eval/tasks/arabicmmlu/arabicmmlu_primary_arabic_language.yaml

 "dataset_name": "Primary Arabic Language"
-"group": "arabicmmlu_language"
-"group_alias": "language"
-"include": "_default_template_yaml"
+"tag": "arabicmmlu_language_tasks"
+"include": "_default_arabicmmlu_template_yaml"
 "task": "arabicmmlu_primary_arabic_language"
 "task_alias": "Primary Arabic Language"

lm_eval/tasks/arabicmmlu/arabicmmlu_primary_computer_science.yaml

 "dataset_name": "Primary Computer Science"
-"group": "arabicmmlu_stem"
-"group_alias": "stem"
-"include": "_default_template_yaml"
+"tag": "arabicmmlu_stem_tasks"
+"include": "_default_arabicmmlu_template_yaml"
 "task": "arabicmmlu_primary_computer_science"
 "task_alias": "Primary Computer Science"

lm_eval/tasks/arabicmmlu/arabicmmlu_primary_general_knowledge.yaml

 "dataset_name": "Primary General Knowledge"
-"group": "arabicmmlu_other"
-"group_alias": "other"
-"include": "_default_template_yaml"
+"tag": "arabicmmlu_other_tasks"
+"include": "_default_arabicmmlu_template_yaml"
 "task": "arabicmmlu_primary_general_knowledge"
 "task_alias": "Primary General Knowledge"

lm_eval/tasks/arabicmmlu/arabicmmlu_primary_geography.yaml

 "dataset_name": "Primary Geography"
-"group": "arabicmmlu_social_science"
-"group_alias": "social science"
-"include": "_default_template_yaml"
+"tag": "arabicmmlu_social_science_tasks"
+"include": "_default_arabicmmlu_template_yaml"
 "task": "arabicmmlu_primary_geography"
 "task_alias": "Primary Geography"

lm_eval/tasks/arabicmmlu/arabicmmlu_primary_history.yaml

 "dataset_name": "Primary History"
-"group": "arabicmmlu_humanities"
-"group_alias": "humanities"
-"include": "_default_template_yaml"
+"tag": "arabicmmlu_humanities_tasks"
+"include": "_default_arabicmmlu_template_yaml"
 "task": "arabicmmlu_primary_history"
 "task_alias": "Primary History"

lm_eval/tasks/arabicmmlu/arabicmmlu_primary_islamic_studies.yaml

 "dataset_name": "Primary Islamic Studies"
-"group": "arabicmmlu_humanities"
-"group_alias": "humanities"
-"include": "_default_template_yaml"
+"tag": "arabicmmlu_humanities_tasks"
+"include": "_default_arabicmmlu_template_yaml"
 "task": "arabicmmlu_primary_islamic_studies"
 "task_alias": "Primary Islamic Studies"