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/okapi/mmlu_multilingual/_default_yaml

-group:
+tag:
   - m_mmlu
 dataset_path: alexandrainst/m_mmlu
 test_split: test

lm_eval/tasks/okapi/truthfulqa_multilingual/_truthfulqa_mc1_yaml

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

lm_eval/tasks/paloma/_paloma_template

-group:
+tag:
   - paloma
 dataset_path: allenai/paloma
 output_type: loglikelihood_rolling

lm_eval/tasks/paws-x/_pawsx.yaml

+group: pawsx
+task:
+  - paws_en
+  - paws_de
+  - paws_es
+  - paws_fr
+  - paws_ja
+  - paws_ko
+  - paws_zh
+aggregate_metric_list:
+  - metric: acc
+    aggregation: mean
+    weight_by_size: true
+metadata:
+  version: 0.0

lm_eval/tasks/paws-x/pawsx_template_yaml

 # This file will be included in the generated language-specific task configs.
 # It doesn't have a yaml file extension as it is not meant to be imported directly
 # by the harness.
-group: pawsx
 task: null
 dataset_path: paws-x
 dataset_name: null

lm_eval/tasks/pile/pile_arxiv.yaml

-group:
-  - pile
 task: pile_arxiv
 dataset_path: EleutherAI/pile
 dataset_name: pile_arxiv

lm_eval/tasks/polemo2/polemo2_in.yaml

-group:
+tag:
   - polemo2
 task: polemo2_in
 dataset_path: allegro/klej-polemo2-in

lm_eval/tasks/qa4mre/qa4mre_2011.yaml

-group:
+tag:
   - qa4mre
 task: qa4mre_2011
 dataset_path: qa4mre

lm_eval/tasks/qasper/bool.yaml

-group: qasper
+tag: qasper
 task: qasper_bool
 dataset_path: allenai/qasper
 output_type: multiple_choice

lm_eval/tasks/qasper/freeform.yaml

-group: qasper
+tag: qasper
 task: qasper_freeform
 dataset_path: allenai/qasper
 output_type: generate_until

lm_eval/tasks/squad_completion/task.py

@@ -12,7 +12,7 @@ class SQUADCompletion(ConfigurableTask):
     DATASET_PATH = "hazyresearch/based-squad"
     DATASET_NAME = "default"
 
-    def __init__(self):
+    def __init__(self, **kwargs):
         super().__init__(config={"metadata": {"version": self.VERSION}})
 
     def has_training_docs(self):

lm_eval/tasks/storycloze/storycloze_2016.yaml

-group: storycloze
+tag: storycloze
 task: storycloze_2016
 dataset_path: story_cloze
 dataset_name: 2016

lm_eval/tasks/storycloze/storycloze_2018.yaml

-group: storycloze
+tag: storycloze
 task: storycloze_2018
 dataset_path: story_cloze
 dataset_name: 2018

lm_eval/tasks/super_glue/README.md

@@ -26,10 +26,14 @@ Homepage: https://super.gluebenchmark.com/
 }
 ```
 
-### Groups and Tasks
+### Groups, Tags, and Tasks
 
 #### Groups
 
+None.
+
+#### Tags
+
 * `super-glue-lm-eval-v1`: SuperGLUE eval adapted from LM Eval V1
 * `super-glue-t5-prompt`: SuperGLUE prompt and evaluation that matches the T5 paper (if using accelerate, will error if record is included.)
 

lm_eval/tasks/super_glue/boolq/default.yaml

-group:
+tag:
   - super-glue-lm-eval-v1
 task: boolq
 dataset_path: super_glue

lm_eval/tasks/super_glue/boolq/seq2seq.yaml

-group:
+tag:
   - super-glue-lm-eval-v1-seq2seq
 task: "boolq-seq2seq"
 dataset_path: super_glue

lm_eval/tasks/super_glue/boolq/t5-prompt.yaml

-group:
+tag:
   - super-glue-t5-prompt
 task: super_glue-boolq-t5-prompt
 dataset_path: super_glue

lm_eval/tasks/super_glue/cb/default.yaml

-group:
+tag:
   - super-glue-lm-eval-v1
 task: cb
 dataset_path: super_glue

lm_eval/tasks/super_glue/cb/t5-prompt.yaml

-group:
+tag:
   - super-glue-t5-prompt
 task: super_glue-cb-t5-prompt
 dataset_path: super_glue

lm_eval/tasks/super_glue/copa/default.yaml

-group:
+tag:
   - super-glue-lm-eval-v1
 task: copa
 dataset_path: super_glue