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/fld/fld_default.yaml

-group:
-  - fld
 task: fld_default
 dataset_path: hitachi-nlp/FLD.v2
 dataset_name: default

lm_eval/tasks/french_bench/README.md

@@ -20,9 +20,9 @@ This benchmark is constructed both from openly available datasets, as well as ne
 }
 ```
 
-### Groups and Tasks
+### Groups, Tags, and Tasks
 
-#### Groups
+#### Tags
 
 - `french_bench`: All tasks (non-perplexity based)
 - `french_bench_gen`: All official generative tasks

lm_eval/tasks/french_bench/french_bench_arc_challenge.yaml

-group:
+tag:
   - french_bench
   - french_bench_mc
 task: french_bench_arc_challenge

lm_eval/tasks/french_bench/french_bench_boolqa.yaml

 include: "_default_template_yaml"
-group:
+tag:
   - french_bench
   - french_bench_extra
 description: "D'après l'information dans le contexte donné, quelle est la réponse à la question ?"

lm_eval/tasks/french_bench/french_bench_fquadv2.yaml

 include: "_default_template_yaml"
-group:
+tag:
   - french_bench
   - french_bench_extra
 description: "D'après l'information dans le contexte donné, donne la réponse à la question en citant quelques mots du contexte. Si il est impossible de répondre avec les informations du contexte, répond 'Impossible'."

lm_eval/tasks/french_bench/french_bench_fquadv2_bool.yaml

 include: "_default_template_yaml"
-group:
+tag:
   - french_bench
   - french_bench_extra
 description: "D'après l'information présente dans le contexte, est il possible de répondre à la question ?"

lm_eval/tasks/french_bench/french_bench_fquadv2_genq.yaml

 include: "_default_template_yaml"
-group:
+tag:
   - french_bench
   - french_bench_gen
 description: "D'après l'information dans le contexte donné, quelle question a été posée pour obtenir la réponse donnée ?"

lm_eval/tasks/french_bench/french_bench_fquadv2_hasAns.yaml

 include: "_default_template_yaml"
-group:
+tag:
   - french_bench
   - french_bench_gen
 description: "D'après l'information dans le contexte donné, donne la réponse à la question en citant quelques mots du contexte. Si il est impossible de répondre avec les informations du contexte, répond 'Impossible'."

lm_eval/tasks/french_bench/french_bench_grammar.yaml

 include: "_default_template_yaml"
-group:
+tag:
   - french_bench
   - french_bench_mc
 description: "Répond au mieux en complétant la question avec une des réponses proposées."

lm_eval/tasks/french_bench/french_bench_hellaswag.yaml

-group:
+tag:
   - french_bench
   - french_bench_mc
 task: french_bench_hellaswag

lm_eval/tasks/french_bench/french_bench_multifquad.yaml

 include: "_default_template_yaml"
-group:
+tag:
   - french_bench
   - french_bench_gen
 description: "D'après l'information dans le contexte donné, donne la réponse à la question en citant quelques extraits du contexte."

lm_eval/tasks/french_bench/french_bench_opus_perplexity.yaml

-group:
+tag:
   - french_bench_perplexity
 task: french_bench_opus_perplexity
 dataset_path: manu/opus100-en-fr

lm_eval/tasks/french_bench/french_bench_orangesum_abstract.yaml

 include: "_default_template_yaml"
-group:
+tag:
   - french_bench
   - french_bench_gen
 description: "Résume l'article en une phrase."

lm_eval/tasks/french_bench/french_bench_orangesum_title.yaml

 include: "_default_template_yaml"
-group:
+tag:
   - french_bench
   - french_bench_extra
 description: "Trouve le titre de l'article."

lm_eval/tasks/french_bench/french_bench_reading_comp.yaml

 include: "_default_template_yaml"
-group:
+tag:
   - french_bench
   - french_bench_extra
 # description: "Répond au mieux en complétant la question avec une des réponses proposées."

lm_eval/tasks/french_bench/french_bench_topic_based_nli.yaml

 include: "_default_template_yaml"
-group:
+tag:
   - french_bench
   - french_bench_extra
 description: "A propos du thème spécifié, l'avis client est il positif, négatif, ou neutre ?"

lm_eval/tasks/french_bench/french_bench_trivia.yaml

 include: "_default_template_yaml"
-group:
+tag:
   - french_bench
   - french_bench_gen
 task: french_bench_trivia

lm_eval/tasks/french_bench/french_bench_vocab.yaml

 include: "_default_template_yaml"
-group:
+tag:
   - french_bench
   - french_bench_mc
 # description: "Répond au mieux en complétant la question avec une des réponses proposées."

lm_eval/tasks/french_bench/french_bench_wikitext_fr.yaml

-group:
+tag:
   - french_bench_perplexity
 task: french_bench_wikitext_fr
 dataset_path: asi/wikitext_fr

lm_eval/tasks/french_bench/french_bench_xnli.yaml

 include: "_default_template_yaml"
-group:
+tag:
   - french_bench
   - french_bench_extra
 description: "La prémisse et l'hypothèse sont elles en accord, neutres en elles, ou en contradiction ?"