TMMLU+ implementation (#1394)

* implementation of TMMLU+

* implemented: TMMLU+

****TMMLU+ : large-scale Traditional chinese Massive Multitask language Understanding****

- 4 categories
    - STEM
    - Social Science
    - Humanities
    - Other

The TMMLU+ dataset, encompassing over 67 subjects and 20160 tasks, is six times larger and more balanced than its predecessor, TMMLU, and includes benchmark results from both closed-source and 20 open-weight Chinese large language models with 1.8B to 72B parameters. However, Traditional Chinese variants continue to underperform compared to major Simplified Chinese models.

```markdown
Total number of tasks in the 'test' sets: 20160
Total number of tasks in the 'validation' sets: 2247
Total number of tasks in the 'train' sets: 335
```

* Remove print from __init__.py

There was my mistake in forgetting to remove the debug print from the code.

* update: move TMMLU+ config generation program into default

* fix: we should use training set as few shots example

* update: README for TMMLU+

* update: a small changes of TMMLU+ README file

* pre-commit run thought

* Add README for TMMLU+ dataset

* run precommit

* trigger precommit again

* trigger precommit again

* isort is fussy

* isort is fussy

* format, again

* oops

* oops

---------
Co-authored-by: lintang <lintang@eleuther.ai>
Co-authored-by: haileyschoelkopf <hailey@eleuther.ai>

lm_eval/tasks/tmmluplus/default/tmmluplus_educational_psychology.yaml

+"dataset_name": "educational_psychology"
+"description": "以下為教育心理的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_social_sciences"
+"group_alias": "social sciences"
+"include": "_default_template_yaml"
+"task": "tmmluplus_educational_psychology"
+"task_alias": "educational psychology"

lm_eval/tasks/tmmluplus/default/tmmluplus_engineering_math.yaml

+"dataset_name": "engineering_math"
+"description": "以下為工程數學的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_STEM"
+"group_alias": "STEM"
+"include": "_default_template_yaml"
+"task": "tmmluplus_engineering_math"
+"task_alias": "engineering math"

lm_eval/tasks/tmmluplus/default/tmmluplus_finance_banking.yaml

+"dataset_name": "finance_banking"
+"description": "以下為金融與法規的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_other"
+"group_alias": "other"
+"include": "_default_template_yaml"
+"task": "tmmluplus_finance_banking"
+"task_alias": "finance banking"

lm_eval/tasks/tmmluplus/default/tmmluplus_financial_analysis.yaml

+"dataset_name": "financial_analysis"
+"description": "以下為財務分析的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_other"
+"group_alias": "other"
+"include": "_default_template_yaml"
+"task": "tmmluplus_financial_analysis"
+"task_alias": "financial analysis"

lm_eval/tasks/tmmluplus/default/tmmluplus_fire_science.yaml

+"dataset_name": "fire_science"
+"description": "以下為火災學的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_other"
+"group_alias": "other"
+"include": "_default_template_yaml"
+"task": "tmmluplus_fire_science"
+"task_alias": "fire science"

lm_eval/tasks/tmmluplus/default/tmmluplus_general_principles_of_law.yaml

+"dataset_name": "general_principles_of_law"
+"description": "以下為法學大意的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_humanities"
+"group_alias": "humanities"
+"include": "_default_template_yaml"
+"task": "tmmluplus_general_principles_of_law"
+"task_alias": "general principles of law"

lm_eval/tasks/tmmluplus/default/tmmluplus_geography_of_taiwan.yaml

+"dataset_name": "geography_of_taiwan"
+"description": "以下為台灣地理的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_social_sciences"
+"group_alias": "social sciences"
+"include": "_default_template_yaml"
+"task": "tmmluplus_geography_of_taiwan"
+"task_alias": "geography of taiwan"

lm_eval/tasks/tmmluplus/default/tmmluplus_human_behavior.yaml

+"dataset_name": "human_behavior"
+"description": "以下為人類行為與社會的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_social_sciences"
+"group_alias": "social sciences"
+"include": "_default_template_yaml"
+"task": "tmmluplus_human_behavior"
+"task_alias": "human behavior"

lm_eval/tasks/tmmluplus/default/tmmluplus_insurance_studies.yaml

+"dataset_name": "insurance_studies"
+"description": "以下為保險學的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_other"
+"group_alias": "other"
+"include": "_default_template_yaml"
+"task": "tmmluplus_insurance_studies"
+"task_alias": "insurance studies"

lm_eval/tasks/tmmluplus/default/tmmluplus_introduction_to_law.yaml

+"dataset_name": "introduction_to_law"
+"description": "以下為法律概論的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_humanities"
+"group_alias": "humanities"
+"include": "_default_template_yaml"
+"task": "tmmluplus_introduction_to_law"
+"task_alias": "introduction to law"

lm_eval/tasks/tmmluplus/default/tmmluplus_jce_humanities.yaml

+"dataset_name": "jce_humanities"
+"description": "以下為指考人文科目的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_humanities"
+"group_alias": "humanities"
+"include": "_default_template_yaml"
+"task": "tmmluplus_jce_humanities"
+"task_alias": "jce humanities"

lm_eval/tasks/tmmluplus/default/tmmluplus_junior_chemistry.yaml

+"dataset_name": "junior_chemistry"
+"description": "以下為國中理化的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_STEM"
+"group_alias": "STEM"
+"include": "_default_template_yaml"
+"task": "tmmluplus_junior_chemistry"
+"task_alias": "junior chemistry"

lm_eval/tasks/tmmluplus/default/tmmluplus_junior_chinese_exam.yaml

+"dataset_name": "junior_chinese_exam"
+"description": "以下為國中會考基測國文的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_social_sciences"
+"group_alias": "social sciences"
+"include": "_default_template_yaml"
+"task": "tmmluplus_junior_chinese_exam"
+"task_alias": "junior chinese exam"

lm_eval/tasks/tmmluplus/default/tmmluplus_junior_math_exam.yaml

+"dataset_name": "junior_math_exam"
+"description": "以下為國中會考基測數學科的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_STEM"
+"group_alias": "STEM"
+"include": "_default_template_yaml"
+"task": "tmmluplus_junior_math_exam"
+"task_alias": "junior math exam"

lm_eval/tasks/tmmluplus/default/tmmluplus_junior_science_exam.yaml

+"dataset_name": "junior_science_exam"
+"description": "以下為國中會考基測自然科的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_STEM"
+"group_alias": "STEM"
+"include": "_default_template_yaml"
+"task": "tmmluplus_junior_science_exam"
+"task_alias": "junior science exam"

lm_eval/tasks/tmmluplus/default/tmmluplus_junior_social_studies.yaml

+"dataset_name": "junior_social_studies"
+"description": "以下為國中會考基測社會科的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_other"
+"group_alias": "other"
+"include": "_default_template_yaml"
+"task": "tmmluplus_junior_social_studies"
+"task_alias": "junior social studies"

lm_eval/tasks/tmmluplus/default/tmmluplus_linear_algebra.yaml

+"dataset_name": "linear_algebra"
+"description": "以下為線代的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_STEM"
+"group_alias": "STEM"
+"include": "_default_template_yaml"
+"task": "tmmluplus_linear_algebra"
+"task_alias": "linear algebra"

lm_eval/tasks/tmmluplus/default/tmmluplus_logic_reasoning.yaml

+"dataset_name": "logic_reasoning"
+"description": "以下為邏輯思維的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_other"
+"group_alias": "other"
+"include": "_default_template_yaml"
+"task": "tmmluplus_logic_reasoning"
+"task_alias": "logic reasoning"

lm_eval/tasks/tmmluplus/default/tmmluplus_macroeconomics.yaml

+"dataset_name": "macroeconomics"
+"description": "以下為總經的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_social_sciences"
+"group_alias": "social sciences"
+"include": "_default_template_yaml"
+"task": "tmmluplus_macroeconomics"
+"task_alias": "macroeconomics"

lm_eval/tasks/tmmluplus/default/tmmluplus_management_accounting.yaml

+"dataset_name": "management_accounting"
+"description": "以下為管理會計的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_other"
+"group_alias": "other"
+"include": "_default_template_yaml"
+"task": "tmmluplus_management_accounting"
+"task_alias": "management accounting"