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/mmlu/generative/mmlu_philosophy.yaml

 "dataset_name": "philosophy"
 "description": "The following are multiple choice questions (with answers) about philosophy.\n\
   \n"
-"group": "mmlu_humanities_generative"
-"group_alias": "humanities"
+"tag": "mmlu_humanities_generative"
 "include": "_default_template_yaml"
 "task": "mmlu_philosophy_generative"
 "task_alias": "philosophy"

lm_eval/tasks/mmlu/generative/mmlu_prehistory.yaml

 "dataset_name": "prehistory"
 "description": "The following are multiple choice questions (with answers) about prehistory.\n\
   \n"
-"group": "mmlu_humanities_generative"
-"group_alias": "humanities"
+"tag": "mmlu_humanities_generative"
 "include": "_default_template_yaml"
 "task": "mmlu_prehistory_generative"
 "task_alias": "prehistory"

lm_eval/tasks/mmlu/generative/mmlu_professional_accounting.yaml

 "dataset_name": "professional_accounting"
 "description": "The following are multiple choice questions (with answers) about professional\
   \ accounting.\n\n"
-"group": "mmlu_other_generative"
-"group_alias": "other"
+"tag": "mmlu_other_generative"
 "include": "_default_template_yaml"
 "task": "mmlu_professional_accounting_generative"
 "task_alias": "professional_accounting"

lm_eval/tasks/mmlu/generative/mmlu_professional_law.yaml

 "dataset_name": "professional_law"
 "description": "The following are multiple choice questions (with answers) about professional\
   \ law.\n\n"
-"group": "mmlu_humanities_generative"
-"group_alias": "humanities"
+"tag": "mmlu_humanities_generative"
 "include": "_default_template_yaml"
 "task": "mmlu_professional_law_generative"
 "task_alias": "professional_law"

lm_eval/tasks/mmlu/generative/mmlu_professional_medicine.yaml

 "dataset_name": "professional_medicine"
 "description": "The following are multiple choice questions (with answers) about professional\
   \ medicine.\n\n"
-"group": "mmlu_other_generative"
-"group_alias": "other"
+"tag": "mmlu_other_generative"
 "include": "_default_template_yaml"
 "task": "mmlu_professional_medicine_generative"
 "task_alias": "professional_medicine"

lm_eval/tasks/mmlu/generative/mmlu_professional_psychology.yaml

 "dataset_name": "professional_psychology"
 "description": "The following are multiple choice questions (with answers) about professional\
   \ psychology.\n\n"
-"group": "mmlu_social_sciences_generative"
-"group_alias": "social_sciences"
+"tag": "mmlu_social_sciences_generative"
 "include": "_default_template_yaml"
 "task": "mmlu_professional_psychology_generative"
 "task_alias": "professional_psychology"

lm_eval/tasks/mmlu/generative/mmlu_public_relations.yaml

 "dataset_name": "public_relations"
 "description": "The following are multiple choice questions (with answers) about public\
   \ relations.\n\n"
-"group": "mmlu_social_sciences_generative"
-"group_alias": "social_sciences"
+"tag": "mmlu_social_sciences_generative"
 "include": "_default_template_yaml"
 "task": "mmlu_public_relations_generative"
 "task_alias": "public_relations"

lm_eval/tasks/mmlu/generative/mmlu_security_studies.yaml

 "dataset_name": "security_studies"
 "description": "The following are multiple choice questions (with answers) about security\
   \ studies.\n\n"
-"group": "mmlu_social_sciences_generative"
-"group_alias": "social_sciences"
+"tag": "mmlu_social_sciences_generative"
 "include": "_default_template_yaml"
 "task": "mmlu_security_studies_generative"
 "task_alias": "security_studies"

lm_eval/tasks/mmlu/generative/mmlu_sociology.yaml

 "dataset_name": "sociology"
 "description": "The following are multiple choice questions (with answers) about sociology.\n\
   \n"
-"group": "mmlu_social_sciences_generative"
-"group_alias": "social_sciences"
+"tag": "mmlu_social_sciences_generative"
 "include": "_default_template_yaml"
 "task": "mmlu_sociology_generative"
 "task_alias": "sociology"

lm_eval/tasks/mmlu/generative/mmlu_us_foreign_policy.yaml

 "dataset_name": "us_foreign_policy"
 "description": "The following are multiple choice questions (with answers) about us\
   \ foreign policy.\n\n"
-"group": "mmlu_social_sciences_generative"
-"group_alias": "social_sciences"
+"tag": "mmlu_social_sciences_generative"
 "include": "_default_template_yaml"
 "task": "mmlu_us_foreign_policy_generative"
 "task_alias": "us_foreign_policy"

lm_eval/tasks/mmlu/generative/mmlu_virology.yaml

 "dataset_name": "virology"
 "description": "The following are multiple choice questions (with answers) about virology.\n\
   \n"
-"group": "mmlu_other_generative"
-"group_alias": "other"
+"tag": "mmlu_other_generative"
 "include": "_default_template_yaml"
 "task": "mmlu_virology_generative"
 "task_alias": "virology"

lm_eval/tasks/mmlu/generative/mmlu_world_religions.yaml

 "dataset_name": "world_religions"
 "description": "The following are multiple choice questions (with answers) about world\
   \ religions.\n\n"
-"group": "mmlu_humanities_generative"
-"group_alias": "humanities"
+"tag": "mmlu_humanities_generative"
 "include": "_default_template_yaml"
 "task": "mmlu_world_religions_generative"
 "task_alias": "world_religions"

lm_eval/tasks/model_written_evals/advanced_ai_risk/_template_yaml

-group: advanced_ai_risk
+tag: advanced_ai_risk
 dataset_path: EleutherAI/advanced_ai_risk
 output_type: multiple_choice
 validation_split: validation

lm_eval/tasks/model_written_evals/persona/_template_yaml

-group: persona
+tag: persona
 dataset_path: EleutherAI/persona
 output_type: multiple_choice
 validation_split: validation

lm_eval/tasks/model_written_evals/sycophancy/sycophancy_on_nlp_survey.yaml

-group: sycophancy
+tag: sycophancy
 task: sycophancy_on_nlp_survey
 dataset_path: EleutherAI/sycophancy
 dataset_name: sycophancy_on_nlp_survey

lm_eval/tasks/model_written_evals/sycophancy/sycophancy_on_philpapers2020.yaml

-group: sycophancy
+tag: sycophancy
 task: sycophancy_on_philpapers2020
 dataset_path: EleutherAI/sycophancy
 dataset_name: sycophancy_on_philpapers2020

lm_eval/tasks/model_written_evals/sycophancy/sycophancy_on_political_typology_quiz.yaml

-group: sycophancy
+tag: sycophancy
 task: sycophancy_on_political_typology_quiz
 dataset_path: EleutherAI/sycophancy
 dataset_name: sycophancy_on_political_typology_quiz

lm_eval/tasks/model_written_evals/winogenerated/_template_yaml → lm_eval/tasks/model_written_evals/winogenerated/winogenerated.yaml

-group: winogenerated
+tag: winogenerated
 dataset_path: EleutherAI/winogenerated
 output_type: multiple_choice
 validation_split: validation

lm_eval/tasks/okapi/arc_multilingual/_arc_yaml

-group:
+tag:
   - arc_multilingual
 dataset_path: null
 dataset_name: null

lm_eval/tasks/okapi/hellaswag_multilingual/_hellaswag_yaml

-group:
+tag:
   - hellaswag_multilingual
 dataset_path: null
 dataset_name: null