Merge branch 'upstream' into 'mmlu-pro'

add tokenizer logs info (#1731)

See merge request shijie.yu/lm-evaluation-harness!4

lm_eval/tasks/agieval/lsat-ar.yaml

 include: aqua-rat.yaml
-group:
-  - agieval
-  - agieval_nous
-  - agieval_en
 task: agieval_lsat_ar
 dataset_path: hails/agieval-lsat-ar

lm_eval/tasks/agieval/lsat-lr.yaml

 include: aqua-rat.yaml
-group:
-  - agieval
-  - agieval_nous
-  - agieval_en
 task: agieval_lsat_lr
 dataset_path: hails/agieval-lsat-lr

lm_eval/tasks/agieval/lsat-rc.yaml

 include: aqua-rat.yaml
-group:
-  - agieval
-  - agieval_nous
-  - agieval_en
 task: agieval_lsat_rc
 dataset_path: hails/agieval-lsat-rc

lm_eval/tasks/agieval/math.yaml

-group:
-  - agieval
-  - agieval_en
 task: agieval_math
 dataset_path: hails/agieval-math
 dataset_name: null

lm_eval/tasks/agieval/sat-en-without-passage.yaml

 include: aqua-rat.yaml
-group:
-  - agieval
-  - agieval_nous
-  - agieval_en
 task: agieval_sat_en_without_passage
 dataset_path: hails/agieval-sat-en-without-passage

lm_eval/tasks/agieval/sat-en.yaml

 include: aqua-rat.yaml
-group:
-  - agieval
-  - agieval_nous
-  - agieval_en
 task: agieval_sat_en
 dataset_path: hails/agieval-sat-en

lm_eval/tasks/agieval/sat-math.yaml

 include: aqua-rat.yaml
-group:
-  - agieval
-  - agieval_nous
-  - agieval_en
 task: agieval_sat_math
 dataset_path: hails/agieval-sat-math

lm_eval/tasks/anli/anli_r1.yaml

-group:
+tag:
   - anli
 task: anli_r1
 dataset_path: anli

lm_eval/tasks/arabicmmlu/README.md

@@ -18,7 +18,7 @@ Homepage: https://github.com/mbzuai-nlp/ArabicMMLU
 
 ```
 @misc{koto2024arabicmmlu,
-      title={ArabicMMLU: Assessing Massive Multitask Language Understanding in Arabic}, 
+      title={ArabicMMLU: Assessing Massive Multitask Language Understanding in Arabic},
       author={Fajri Koto and Haonan Li and Sara Shatnawi and Jad Doughman and Abdelrahman Boda Sadallah and Aisha Alraeesi and Khalid Almubarak and Zaid Alyafeai and Neha Sengupta and Shady Shehata and Nizar Habash and Preslav Nakov and Timothy Baldwin},
       year={2024},
       eprint={2402.12840},
@@ -37,4 +37,4 @@ Homepage: https://github.com/mbzuai-nlp/ArabicMMLU
 * `arabicmmlu_stem_social_science`: evaluates social science ArabicMMLU tasks.
 * `arabicmmlu_stem_humanities`: evaluates humanities ArabicMMLU tasks.
 * `arabicmmlu_stem_language`: evaluates Arabic language ArabicMMLU tasks.
-* `arabicmmlu_stem_other`: evaluates other ArabicMMLU tasks.
\ No newline at end of file
+* `arabicmmlu_stem_other`: evaluates other ArabicMMLU tasks.

lm_eval/tasks/arabicmmlu/arabicmmlu.yaml → lm_eval/tasks/arabicmmlu/_arabicmmlu.yaml

@@ -5,3 +5,8 @@ task:
 - arabicmmlu_humanities
 - arabicmmlu_stem
 - arabicmmlu_language
+aggregate_metric_list:
+  - metric: acc
+    weight_by_size: True
+metadata:
+  version: 0

lm_eval/tasks/arabicmmlu/_arabicmmlu_humanities.yaml

+group: arabicmmlu_humanities
+group_alias: Humanities
+task:
+  - arabicmmlu_humanities_tasks
+aggregate_metric_list:
+  - metric: acc
+    weight_by_size: True
+metadata:
+  version: 0

lm_eval/tasks/arabicmmlu/_arabicmmlu_language.yaml

+group: arabicmmlu_language
+group_alias: Language
+task:
+  - arabicmmlu_language_tasks
+aggregate_metric_list:
+  - metric: acc
+    weight_by_size: True
+metadata:
+  version: 0

lm_eval/tasks/arabicmmlu/_arabicmmlu_other.yaml

+group: arabicmmlu_other
+group_alias: Other
+task:
+  - arabicmmlu_other_tasks
+aggregate_metric_list:
+  - metric: acc
+    weight_by_size: True
+metadata:
+  version: 0

lm_eval/tasks/arabicmmlu/_arabicmmlu_social_science.yaml

+group: arabicmmlu_social_science
+group_alias: Social Science
+task:
+  - arabicmmlu_social_science_tasks
+aggregate_metric_list:
+  - metric: acc
+    weight_by_size: True
+metadata:
+  version: 0

lm_eval/tasks/arabicmmlu/_arabicmmlu_stem.yaml

+group: arabicmmlu_stem
+group_alias: STEM
+task:
+  - arabicmmlu_stem_tasks
+aggregate_metric_list:
+  - metric: acc
+    weight_by_size: True
+metadata:
+  version: 0

lm_eval/tasks/arabicmmlu/_default_template_yaml → lm_eval/tasks/arabicmmlu/_default_arabicmmlu_template_yaml

@@ -11,3 +11,5 @@ metric_list:
   - metric: acc
     aggregation: mean
     higher_is_better: true
+metadata:
+  version: 0.0

lm_eval/tasks/arabicmmlu/_generate_configs.py

 """
 Take in a YAML, and output all "other" splits with this YAML
 """
+
 import argparse
 import logging
 import os
@@ -58,7 +59,7 @@ SUBJECTS = {
 
 def parse_args():
     parser = argparse.ArgumentParser()
-    parser.add_argument("--base_yaml_path", default="_default_template_yaml")
+    parser.add_argument("--base_yaml_path", default="_default_arabicmmlu_template_yaml")
     parser.add_argument("--save_prefix_path", default="arabicmmlu")
     return parser.parse_args()
 
@@ -76,20 +77,21 @@ if __name__ == "__main__":
         if category not in ALL_CATEGORIES:
             ALL_CATEGORIES.append(category)
 
-        
         # description = f"The following are multiple choice questions (with answers) about {' '.join(subject.split('_'))}.\n\n"
 
         yaml_dict = {
             "include": base_yaml_name,
-            "group": f"arabicmmlu_{category}",
-            "group_alias": category.replace("_", " "),
+            "tag": f"arabicmmlu_{category}",
             "task": f"arabicmmlu_{subject.lower().replace(' ', '_')}",
             "task_alias": subject,
             "dataset_name": subject,
             # "description": description,
         }
 
-        file_save_path = args.save_prefix_path + f"_{subject.lower().replace(' ', '_').replace('(', '').replace(')', '')}.yaml"
+        file_save_path = (
+            args.save_prefix_path
+            + f"_{subject.lower().replace(' ', '_').replace('(', '').replace(')', '')}.yaml"
+        )
         eval_logger.info(f"Saving yaml for subset {subject} to {file_save_path}")
         with open(file_save_path, "w", encoding="utf-8") as yaml_file:
             yaml.dump(

lm_eval/tasks/arabicmmlu/arabicmmlu_arabic_language_general.yaml

 "dataset_name": "Arabic Language (General)"
-"group": "arabicmmlu_language"
-"group_alias": "language"
-"include": "_default_template_yaml"
+"tag": "arabicmmlu_language_tasks"
+"include": "_default_arabicmmlu_template_yaml"
 "task": "arabicmmlu_arabic_language_(general)"
 "task_alias": "Arabic Language (General)"

lm_eval/tasks/arabicmmlu/arabicmmlu_arabic_language_grammar.yaml

 "dataset_name": "Arabic Language (Grammar)"
-"group": "arabicmmlu_language"
-"group_alias": "language"
-"include": "_default_template_yaml"
+"tag": "arabicmmlu_language_tasks"
+"include": "_default_arabicmmlu_template_yaml"
 "task": "arabicmmlu_arabic_language_(grammar)"
 "task_alias": "Arabic Language (Grammar)"

lm_eval/tasks/arabicmmlu/arabicmmlu_driving_test.yaml

 "dataset_name": "Driving Test"
-"group": "arabicmmlu_other"
-"group_alias": "other"
-"include": "_default_template_yaml"
+"tag": "arabicmmlu_other_tasks"
+"include": "_default_arabicmmlu_template_yaml"
 "task": "arabicmmlu_driving_test"
 "task_alias": "Driving Test"