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/super_glue/copa/t5-prompt.yaml

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

lm_eval/tasks/super_glue/multirc/default.yaml

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

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

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

lm_eval/tasks/super_glue/record/default.yaml

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

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

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

lm_eval/tasks/super_glue/rte/default.yaml

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

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

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

lm_eval/tasks/super_glue/wic/default.yaml

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

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

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

lm_eval/tasks/super_glue/wsc/default.yaml

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

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

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

lm_eval/tasks/swde/task.py

@@ -12,7 +12,7 @@ class SWDE(ConfigurableTask):
     DATASET_PATH = "hazyresearch/based-swde-v2"
     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/translation/iwslt2017_ar-en.yaml

@@ -5,8 +5,7 @@ doc_to_target: ' {{translation["en"]}}'
 doc_to_text: 'Arabic phrase: {{translation["ar"]}}
 
   English phrase:'
-group:
-- generate_until
+tag:
 - translation
 - iwslt2017
 include: wmt_common_yaml

lm_eval/tasks/translation/iwslt2017_en-ar.yaml

@@ -5,8 +5,7 @@ doc_to_target: ' {{translation["ar"]}}'
 doc_to_text: 'English phrase: {{translation["en"]}}
 
   Arabic phrase:'
-group:
-- generate_until
+tag:
 - translation
 - iwslt2017
 include: wmt_common_yaml

lm_eval/tasks/translation/wmt14_en-fr.yaml

@@ -5,8 +5,7 @@ doc_to_target: ' {{translation["fr"]}}'
 doc_to_text: 'English phrase: {{translation["en"]}}
 
   French phrase:'
-group:
-- generate_until
+tag:
 - translation
 - wmt14
 - gpt3_translation_benchmarks

lm_eval/tasks/translation/wmt14_fr-en.yaml

@@ -5,8 +5,7 @@ doc_to_target: ' {{translation["en"]}}'
 doc_to_text: 'French phrase: {{translation["fr"]}}
 
   English phrase:'
-group:
-- generate_until
+tag:
 - translation
 - wmt14
 - gpt3_translation_benchmarks

lm_eval/tasks/translation/wmt16_de-en.yaml

@@ -5,8 +5,7 @@ doc_to_target: ' {{translation["en"]}}'
 doc_to_text: 'German phrase: {{translation["de"]}}
 
   English phrase:'
-group:
-- generate_until
+tag:
 - translation
 - wmt16
 - gpt3_translation_benchmarks

lm_eval/tasks/translation/wmt16_en-de.yaml

@@ -5,8 +5,7 @@ doc_to_target: ' {{translation["de"]}}'
 doc_to_text: 'English phrase: {{translation["en"]}}
 
   German phrase:'
-group:
-- generate_until
+tag:
 - translation
 - wmt16
 - gpt3_translation_benchmarks

lm_eval/tasks/translation/wmt16_en-ro.yaml

@@ -5,8 +5,7 @@ doc_to_target: ' {{translation["ro"]}}'
 doc_to_text: 'English phrase: {{translation["en"]}}
 
   Romanian phrase:'
-group:
-- generate_until
+tag:
 - translation
 - wmt16
 - gpt3_translation_benchmarks

lm_eval/tasks/translation/wmt16_ro-en.yaml

@@ -5,8 +5,7 @@ doc_to_target: ' {{translation["en"]}}'
 doc_to_text: 'Romanian phrase: {{translation["ro"]}}
 
   English phrase:'
-group:
-- generate_until
+tag:
 - translation
 - wmt16
 - gpt3_translation_benchmarks