adjust group and tags loading

lm_eval/tasks/__init__.py

@@ -411,6 +411,12 @@ class TaskManager:
                                             "task": [task],
                                             "yaml_path": -1,
                                         }
+                                    elif tasks_and_groups[tag]["type"] != "tag":
+                                        self.logger.info(
+                                            f"The tag {tag} is already registered as a group, this tag will not be registered. "
+                                            "This may affect tasks you want to call."
+                                        )
+                                        break
                                     else:
                                         tasks_and_groups[tag]["task"].append(task)
                     else:

lm_eval/tasks/cmmlu/_cmmlu.yaml

-aggregate_metric_list:
-- aggregation: mean
-  metric: acc
-  weight_by_size: true
-- aggregation: mean
-  metric: acc_norm
-  weight_by_size: true
 group: cmmlu
+task:
+  - cmmlu_agronomy
+  - cmmlu_anatomy
+  - cmmlu_ancient_chinese
+  - cmmlu_arts
+  - cmmlu_astronomy
+  - cmmlu_business_ethics
+  - cmmlu_chinese_civil_service_exam
+  - cmmlu_chinese_driving_rule
+  - cmmlu_chinese_food_culture
+  - cmmlu_chinese_foreign_policy
+  - cmmlu_chinese_history
+  - cmmlu_chinese_literature
+  - cmmlu_chinese_teacher_qualification
+  - cmmlu_clinical_knowledge
+  - cmmlu_college_actuarial_science
+  - cmmlu_college_education
+  - cmmlu_college_engineering_hydrology
+  - cmmlu_college_law
+  - cmmlu_college_mathematics
+  - cmmlu_college_medical_statistics
+  - cmmlu_college_medicine
+  - cmmlu_computer_science
+  - cmmlu_computer_security
+  - cmmlu_conceptual_physics
+  - cmmlu_construction_project_management
+  - cmmlu_economics
+  - cmmlu_education
+  - cmmlu_electrical_engineering
+  - cmmlu_elementary_chinese
+  - cmmlu_elementary_commonsense
+  - cmmlu_elementary_information_and_technology
+  - cmmlu_elementary_mathematics
+  - cmmlu_ethnology
+  - cmmlu_food_science
+  - cmmlu_genetics
+  - cmmlu_global_facts
+  - cmmlu_high_school_biology
+  - cmmlu_high_school_chemistry
+  - cmmlu_high_school_geography
+  - cmmlu_high_school_mathematics
+  - cmmlu_high_school_physics
+  - cmmlu_high_school_politics
+  - cmmlu_human_sexuality
+  - cmmlu_international_law
+  - cmmlu_journalism
+  - cmmlu_jurisprudence
+  - cmmlu_legal_and_moral_basis
+  - cmmlu_logical
+  - cmmlu_machine_learning
+  - cmmlu_management
+  - cmmlu_marketing
+  - cmmlu_marxist_theory
+  - cmmlu_modern_chinese
+  - cmmlu_nutrition
+  - cmmlu_philosophy
+  - cmmlu_professional_accounting
+  - cmmlu_professional_law
+  - cmmlu_professional_medicine
+  - cmmlu_professional_psychology
+  - cmmlu_public_relations
+  - cmmlu_security_study
+  - cmmlu_sociology
+  - cmmlu_sports_science
+  - cmmlu_traditional_chinese_medicine
+  - cmmlu_virology
+  - cmmlu_world_history
+  - cmmlu_world_religions
+aggregate_metric_list:
+  - aggregation: mean
+    metric: acc
+    weight_by_size: true
+  - aggregation: mean
+    metric: acc_norm
+    weight_by_size: true
 metadata:
   version: 0.0
-task:
-- cmmlu_agronomy
-- cmmlu_anatomy
-- cmmlu_ancient_chinese
-- cmmlu_arts
-- cmmlu_astronomy
-- cmmlu_business_ethics
-- cmmlu_chinese_civil_service_exam
-- cmmlu_chinese_driving_rule
-- cmmlu_chinese_food_culture
-- cmmlu_chinese_foreign_policy
-- cmmlu_chinese_history
-- cmmlu_chinese_literature
-- cmmlu_chinese_teacher_qualification
-- cmmlu_clinical_knowledge
-- cmmlu_college_actuarial_science
-- cmmlu_college_education
-- cmmlu_college_engineering_hydrology
-- cmmlu_college_law
-- cmmlu_college_mathematics
-- cmmlu_college_medical_statistics
-- cmmlu_college_medicine
-- cmmlu_computer_science
-- cmmlu_computer_security
-- cmmlu_conceptual_physics
-- cmmlu_construction_project_management
-- cmmlu_economics
-- cmmlu_education
-- cmmlu_electrical_engineering
-- cmmlu_elementary_chinese
-- cmmlu_elementary_commonsense
-- cmmlu_elementary_information_and_technology
-- cmmlu_elementary_mathematics
-- cmmlu_ethnology
-- cmmlu_food_science
-- cmmlu_genetics
-- cmmlu_global_facts
-- cmmlu_high_school_biology
-- cmmlu_high_school_chemistry
-- cmmlu_high_school_geography
-- cmmlu_high_school_mathematics
-- cmmlu_high_school_physics
-- cmmlu_high_school_politics
-- cmmlu_human_sexuality
-- cmmlu_international_law
-- cmmlu_journalism
-- cmmlu_jurisprudence
-- cmmlu_legal_and_moral_basis
-- cmmlu_logical
-- cmmlu_machine_learning
-- cmmlu_management
-- cmmlu_marketing
-- cmmlu_marxist_theory
-- cmmlu_modern_chinese
-- cmmlu_nutrition
-- cmmlu_philosophy
-- cmmlu_professional_accounting
-- cmmlu_professional_law
-- cmmlu_professional_medicine
-- cmmlu_professional_psychology
-- cmmlu_public_relations
-- cmmlu_security_study
-- cmmlu_sociology
-- cmmlu_sports_science
-- cmmlu_traditional_chinese_medicine
-- cmmlu_virology
-- cmmlu_world_history
-- cmmlu_world_religions

lm_eval/tasks/cmmlu/_default_template_yaml

-group: cmmlu
+tag: cmmlu
 dataset_path: haonan-li/cmmlu
 test_split: test
 fewshot_split: dev