# tmmlu++

License: permissive (MIT); Mdexa hosting: link-only. first-hand data-scope statement(s) allow commercial use and redistribution

- Commercial use: Yes · Derivatives: Yes · Redistribution: Yes · File on Mdexa: No
- License status: Permissive (MIT)
- Mdexa hosting: Link only — License permissive: first-hand data-scope statement(s) allow commercial use and redistribution. Link only.
- Last verified: 2026-11-14
- Card: https://mdexa.com/datasets/tmmluplus/

## Key facts

- Domain: Traditional Chinese medicine, Pharmacy and drugs, Clinical medicine
- Content type: Question banks and benchmarks, QA, dialogue and instruction data
- Size: — — 100K<n<1M
- Language: Chinese, Chinese (Taiwan), Traditional Chinese
- Modality: Text
- Publisher: ikala
- Year: —

## Commercial use of tmmlu++

- Commercial use: Yes.
- License status: Permissive.
- Conditions: Notice kept
Verdicts record what sources state and are not legal advice.

## tmmlu++ license evidence

first-hand data-scope statement(s) allow commercial use and redistribution

- **Hugging Face card metadata** — MIT: Statement found in snapshot s04 (readme) — "license: mit" — https://huggingface.co/datasets/ikala/tmmluplus (2026-11-12; Page opened)
- **README** — MIT: Statement found in snapshot s04 (readme) — "This dataset is released under the [MIT License](https://opensource.org/licenses/MIT). You are free to use, copy, modify, and redistribute it, including for commercial purposes, provided the original copyright notice is retained." — https://huggingface.co/datasets/ikala/tmmluplus (2026-11-12; Page opened)
- **Dataset page** — MIT: Statement found in snapshot s05 (page) — "This dataset is released under the MIT License . You are free to use, copy, modify, and redistribute it, including for commercial purposes, provided the original copyright notice is retained." — https://huggingface.co/datasets/ikala/tmmluplus (2026-11-12; Page opened)

## Source and lineage

—

## Known issues with tmmlu++

—

## Preflight

Not run (data not ingested).

## Downloading tmmlu++ and API access

Mdexa does not serve files. Original source:
- https://huggingface.co/datasets/ikala/tmmluplus

### Access recipe

- .gitattributes · 2 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/.gitattributes
- README.md · 27 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/README.md
- data/accounting_dev.csv · 3 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/accounting_dev.csv
- data/accounting_test.csv · 114 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/accounting_test.csv
- data/accounting_train.csv · 3 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/accounting_train.csv
- data/accounting_val.csv · 11 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/accounting_val.csv
- data/administrative_law_dev.csv · 2 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/administrative_law_dev.csv
- data/administrative_law_test.csv · 132 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/administrative_law_test.csv
- data/administrative_law_train.csv · 2 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/administrative_law_train.csv
- data/administrative_law_val.csv · 17 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/administrative_law_val.csv
- data/advance_chemistry_dev.csv · 1 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/advance_chemistry_dev.csv
- data/advance_chemistry_test.csv · 24 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/advance_chemistry_test.csv
- data/advance_chemistry_train.csv · 1 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/advance_chemistry_train.csv
- data/advance_chemistry_val.csv · 3 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/advance_chemistry_val.csv
- data/agriculture_dev.csv · 1 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/agriculture_dev.csv
- data/agriculture_test.csv · 31 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/agriculture_test.csv
- data/agriculture_train.csv · 1 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/agriculture_train.csv
- data/agriculture_val.csv · 5 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/agriculture_val.csv
- data/anti_money_laundering_dev.csv · 2 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/anti_money_laundering_dev.csv
- data/anti_money_laundering_test.csv · 42 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/anti_money_laundering_test.csv
- data/anti_money_laundering_train.csv · 2 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/anti_money_laundering_train.csv
- data/anti_money_laundering_val.csv · 3 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/anti_money_laundering_val.csv
- data/auditing_dev.csv · 1 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/auditing_dev.csv
- data/auditing_test.csv · 213 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/auditing_test.csv
- data/auditing_train.csv · 1 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/auditing_train.csv
- data/auditing_val.csv · 24 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/auditing_val.csv
- data/basic_medical_science_dev.csv · 1 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/basic_medical_science_dev.csv
- data/basic_medical_science_test.csv · 228 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/basic_medical_science_test.csv
- data/basic_medical_science_train.csv · 1 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/basic_medical_science_train.csv
- data/basic_medical_science_val.csv · 24 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/basic_medical_science_val.csv
- data/business_management_dev.csv · 1 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/business_management_dev.csv
- data/business_management_test.csv · 30 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/business_management_test.csv
- data/business_management_train.csv · 1 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/business_management_train.csv
- data/business_management_val.csv · 4 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/business_management_val.csv
- data/chinese_language_and_literature_dev.csv · 2 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/chinese_language_and_literature_dev.csv
- data/chinese_language_and_literature_test.csv · 105 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/chinese_language_and_literature_test.csv
- data/chinese_language_and_literature_train.csv · 2 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/chinese_language_and_literature_train.csv
- data/chinese_language_and_literature_val.csv · 13 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/chinese_language_and_literature_val.csv
- data/clinical_psychology_dev.csv · 2 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/clinical_psychology_dev.csv
- data/clinical_psychology_test.csv · 43 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/clinical_psychology_test.csv
- data/clinical_psychology_train.csv · 2 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/clinical_psychology_train.csv
- data/clinical_psychology_val.csv · 5 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/clinical_psychology_val.csv
- data/computer_science_dev.csv · 1 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/computer_science_dev.csv
- data/computer_science_test.csv · 41 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/computer_science_test.csv
- data/computer_science_train.csv · 1 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/computer_science_train.csv
- data/computer_science_val.csv · 4 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/computer_science_val.csv
- data/culinary_skills_dev.csv · 1 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/culinary_skills_dev.csv
- data/culinary_skills_test.csv · 64 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/culinary_skills_test.csv
- data/culinary_skills_train.csv · 1 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/culinary_skills_train.csv
- data/culinary_skills_val.csv · 7 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/culinary_skills_val.csv
- data/dentistry_dev.csv · 1 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/dentistry_dev.csv
- data/dentistry_test.csv · 113 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/dentistry_test.csv
- data/dentistry_train.csv · 1 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/dentistry_train.csv
- data/dentistry_val.csv · 14 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/dentistry_val.csv
- data/economics_dev.csv · 2 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/economics_dev.csv
- data/economics_test.csv · 112 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/economics_test.csv
- data/economics_train.csv · 2 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/economics_train.csv
- data/economics_val.csv · 12 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/economics_val.csv
- data/education_(profession_level)_dev.csv · 3 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/education_(profession_level)_dev.csv
- data/education_(profession_level)_test.csv · 151 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/education_(profession_level)_test.csv
- data/education_(profession_level)_train.csv · 3 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/education_(profession_level)_train.csv
- data/education_(profession_level)_val.csv · 19 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/education_(profession_level)_val.csv
- data/education_dev.csv · 1 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/education_dev.csv
- data/education_test.csv · 33 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/education_test.csv
- data/education_train.csv · 1 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/education_train.csv
- data/education_val.csv · 4 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/education_val.csv
- data/educational_psychology_dev.csv · 2 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/educational_psychology_dev.csv
- data/educational_psychology_test.csv · 53 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/educational_psychology_test.csv
- data/educational_psychology_train.csv · 2 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/educational_psychology_train.csv
- data/educational_psychology_val.csv · 7 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/educational_psychology_val.csv
- data/engineering_math_dev.csv · 2 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/engineering_math_dev.csv
- data/engineering_math_test.csv · 24 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/engineering_math_test.csv
- data/engineering_math_val.csv · 3 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/engineering_math_val.csv
- data/finance_banking_dev.csv · 2 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/finance_banking_dev.csv
- data/finance_banking_test.csv · 44 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/finance_banking_test.csv
- data/finance_banking_train.csv · 2 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/finance_banking_train.csv
- data/finance_banking_val.csv · 6 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/finance_banking_val.csv
- data/financial_analysis_dev.csv · 1 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/financial_analysis_dev.csv
- data/financial_analysis_test.csv · 87 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/financial_analysis_test.csv
- data/financial_analysis_train.csv · 1 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/financial_analysis_train.csv
- data/financial_analysis_val.csv · 10 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/financial_analysis_val.csv
- data/fire_science_dev.csv · 1 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/fire_science_dev.csv
- data/fire_science_test.csv · 25 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/fire_science_test.csv
- data/fire_science_train.csv · 1 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/fire_science_train.csv
- data/fire_science_val.csv · 3 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/fire_science_val.csv
- data/general_principles_of_law_dev.csv · 1 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/general_principles_of_law_dev.csv
- data/general_principles_of_law_test.csv · 37 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/general_principles_of_law_test.csv
- data/general_principles_of_law_train.csv · 1 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/general_principles_of_law_train.csv
- data/general_principles_of_law_val.csv · 4 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/general_principles_of_law_val.csv
- data/geography_of_taiwan_dev.csv · 1 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/geography_of_taiwan_dev.csv
- data/geography_of_taiwan_test.csv · 165 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/geography_of_taiwan_test.csv
- data/geography_of_taiwan_train.csv · 1 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/geography_of_taiwan_train.csv
- data/geography_of_taiwan_val.csv · 17 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/geography_of_taiwan_val.csv
- data/human_behavior_dev.csv · 2 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/human_behavior_dev.csv
- data/human_behavior_test.csv · 100 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/human_behavior_test.csv
- data/human_behavior_train.csv · 2 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/human_behavior_train.csv
- data/human_behavior_val.csv · 11 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/human_behavior_val.csv
- data/insurance_studies_dev.csv · 1 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/insurance_studies_dev.csv
- data/insurance_studies_test.csv · 261 KB · https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/insurance_studies_test.csv

```sh
curl -L --create-dirs -o ".gitattributes" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/.gitattributes"
curl -L --create-dirs -o "README.md" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/README.md"
curl -L --create-dirs -o "data/accounting_dev.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/accounting_dev.csv"
curl -L --create-dirs -o "data/accounting_test.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/accounting_test.csv"
curl -L --create-dirs -o "data/accounting_train.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/accounting_train.csv"
curl -L --create-dirs -o "data/accounting_val.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/accounting_val.csv"
curl -L --create-dirs -o "data/administrative_law_dev.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/administrative_law_dev.csv"
curl -L --create-dirs -o "data/administrative_law_test.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/administrative_law_test.csv"
curl -L --create-dirs -o "data/administrative_law_train.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/administrative_law_train.csv"
curl -L --create-dirs -o "data/administrative_law_val.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/administrative_law_val.csv"
curl -L --create-dirs -o "data/advance_chemistry_dev.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/advance_chemistry_dev.csv"
curl -L --create-dirs -o "data/advance_chemistry_test.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/advance_chemistry_test.csv"
curl -L --create-dirs -o "data/advance_chemistry_train.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/advance_chemistry_train.csv"
curl -L --create-dirs -o "data/advance_chemistry_val.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/advance_chemistry_val.csv"
curl -L --create-dirs -o "data/agriculture_dev.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/agriculture_dev.csv"
curl -L --create-dirs -o "data/agriculture_test.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/agriculture_test.csv"
curl -L --create-dirs -o "data/agriculture_train.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/agriculture_train.csv"
curl -L --create-dirs -o "data/agriculture_val.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/agriculture_val.csv"
curl -L --create-dirs -o "data/anti_money_laundering_dev.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/anti_money_laundering_dev.csv"
curl -L --create-dirs -o "data/anti_money_laundering_test.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/anti_money_laundering_test.csv"
curl -L --create-dirs -o "data/anti_money_laundering_train.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/anti_money_laundering_train.csv"
curl -L --create-dirs -o "data/anti_money_laundering_val.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/anti_money_laundering_val.csv"
curl -L --create-dirs -o "data/auditing_dev.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/auditing_dev.csv"
curl -L --create-dirs -o "data/auditing_test.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/auditing_test.csv"
curl -L --create-dirs -o "data/auditing_train.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/auditing_train.csv"
curl -L --create-dirs -o "data/auditing_val.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/auditing_val.csv"
curl -L --create-dirs -o "data/basic_medical_science_dev.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/basic_medical_science_dev.csv"
curl -L --create-dirs -o "data/basic_medical_science_test.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/basic_medical_science_test.csv"
curl -L --create-dirs -o "data/basic_medical_science_train.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/basic_medical_science_train.csv"
curl -L --create-dirs -o "data/basic_medical_science_val.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/basic_medical_science_val.csv"
curl -L --create-dirs -o "data/business_management_dev.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/business_management_dev.csv"
curl -L --create-dirs -o "data/business_management_test.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/business_management_test.csv"
curl -L --create-dirs -o "data/business_management_train.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/business_management_train.csv"
curl -L --create-dirs -o "data/business_management_val.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/business_management_val.csv"
curl -L --create-dirs -o "data/chinese_language_and_literature_dev.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/chinese_language_and_literature_dev.csv"
curl -L --create-dirs -o "data/chinese_language_and_literature_test.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/chinese_language_and_literature_test.csv"
curl -L --create-dirs -o "data/chinese_language_and_literature_train.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/chinese_language_and_literature_train.csv"
curl -L --create-dirs -o "data/chinese_language_and_literature_val.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/chinese_language_and_literature_val.csv"
curl -L --create-dirs -o "data/clinical_psychology_dev.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/clinical_psychology_dev.csv"
curl -L --create-dirs -o "data/clinical_psychology_test.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/clinical_psychology_test.csv"
curl -L --create-dirs -o "data/clinical_psychology_train.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/clinical_psychology_train.csv"
curl -L --create-dirs -o "data/clinical_psychology_val.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/clinical_psychology_val.csv"
curl -L --create-dirs -o "data/computer_science_dev.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/computer_science_dev.csv"
curl -L --create-dirs -o "data/computer_science_test.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/computer_science_test.csv"
curl -L --create-dirs -o "data/computer_science_train.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/computer_science_train.csv"
curl -L --create-dirs -o "data/computer_science_val.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/computer_science_val.csv"
curl -L --create-dirs -o "data/culinary_skills_dev.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/culinary_skills_dev.csv"
curl -L --create-dirs -o "data/culinary_skills_test.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/culinary_skills_test.csv"
curl -L --create-dirs -o "data/culinary_skills_train.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/culinary_skills_train.csv"
curl -L --create-dirs -o "data/culinary_skills_val.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/culinary_skills_val.csv"
curl -L --create-dirs -o "data/dentistry_dev.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/dentistry_dev.csv"
curl -L --create-dirs -o "data/dentistry_test.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/dentistry_test.csv"
curl -L --create-dirs -o "data/dentistry_train.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/dentistry_train.csv"
curl -L --create-dirs -o "data/dentistry_val.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/dentistry_val.csv"
curl -L --create-dirs -o "data/economics_dev.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/economics_dev.csv"
curl -L --create-dirs -o "data/economics_test.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/economics_test.csv"
curl -L --create-dirs -o "data/economics_train.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/economics_train.csv"
curl -L --create-dirs -o "data/economics_val.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/economics_val.csv"
curl -L --create-dirs -o "data/education_(profession_level)_dev.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/education_(profession_level)_dev.csv"
curl -L --create-dirs -o "data/education_(profession_level)_test.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/education_(profession_level)_test.csv"
curl -L --create-dirs -o "data/education_(profession_level)_train.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/education_(profession_level)_train.csv"
curl -L --create-dirs -o "data/education_(profession_level)_val.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/education_(profession_level)_val.csv"
curl -L --create-dirs -o "data/education_dev.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/education_dev.csv"
curl -L --create-dirs -o "data/education_test.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/education_test.csv"
curl -L --create-dirs -o "data/education_train.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/education_train.csv"
curl -L --create-dirs -o "data/education_val.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/education_val.csv"
curl -L --create-dirs -o "data/educational_psychology_dev.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/educational_psychology_dev.csv"
curl -L --create-dirs -o "data/educational_psychology_test.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/educational_psychology_test.csv"
curl -L --create-dirs -o "data/educational_psychology_train.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/educational_psychology_train.csv"
curl -L --create-dirs -o "data/educational_psychology_val.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/educational_psychology_val.csv"
curl -L --create-dirs -o "data/engineering_math_dev.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/engineering_math_dev.csv"
curl -L --create-dirs -o "data/engineering_math_test.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/engineering_math_test.csv"
curl -L --create-dirs -o "data/engineering_math_val.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/engineering_math_val.csv"
curl -L --create-dirs -o "data/finance_banking_dev.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/finance_banking_dev.csv"
curl -L --create-dirs -o "data/finance_banking_test.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/finance_banking_test.csv"
curl -L --create-dirs -o "data/finance_banking_train.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/finance_banking_train.csv"
curl -L --create-dirs -o "data/finance_banking_val.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/finance_banking_val.csv"
curl -L --create-dirs -o "data/financial_analysis_dev.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/financial_analysis_dev.csv"
curl -L --create-dirs -o "data/financial_analysis_test.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/financial_analysis_test.csv"
curl -L --create-dirs -o "data/financial_analysis_train.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/financial_analysis_train.csv"
curl -L --create-dirs -o "data/financial_analysis_val.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/financial_analysis_val.csv"
curl -L --create-dirs -o "data/fire_science_dev.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/fire_science_dev.csv"
curl -L --create-dirs -o "data/fire_science_test.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/fire_science_test.csv"
curl -L --create-dirs -o "data/fire_science_train.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/fire_science_train.csv"
curl -L --create-dirs -o "data/fire_science_val.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/fire_science_val.csv"
curl -L --create-dirs -o "data/general_principles_of_law_dev.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/general_principles_of_law_dev.csv"
curl -L --create-dirs -o "data/general_principles_of_law_test.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/general_principles_of_law_test.csv"
curl -L --create-dirs -o "data/general_principles_of_law_train.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/general_principles_of_law_train.csv"
curl -L --create-dirs -o "data/general_principles_of_law_val.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/general_principles_of_law_val.csv"
curl -L --create-dirs -o "data/geography_of_taiwan_dev.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/geography_of_taiwan_dev.csv"
curl -L --create-dirs -o "data/geography_of_taiwan_test.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/geography_of_taiwan_test.csv"
curl -L --create-dirs -o "data/geography_of_taiwan_train.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/geography_of_taiwan_train.csv"
curl -L --create-dirs -o "data/geography_of_taiwan_val.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/geography_of_taiwan_val.csv"
curl -L --create-dirs -o "data/human_behavior_dev.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/human_behavior_dev.csv"
curl -L --create-dirs -o "data/human_behavior_test.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/human_behavior_test.csv"
curl -L --create-dirs -o "data/human_behavior_train.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/human_behavior_train.csv"
curl -L --create-dirs -o "data/human_behavior_val.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/human_behavior_val.csv"
curl -L --create-dirs -o "data/insurance_studies_dev.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/insurance_studies_dev.csv"
curl -L --create-dirs -o "data/insurance_studies_test.csv" "https://huggingface.co/datasets/ikala/tmmluplus/resolve/639a64db464b4661feb91817b9edfe43932bdf18/data/insurance_studies_test.csv"
```

## Citing tmmlu++

No recommended citation text.

## Machine-readable

- JSON: https://mdexa.com/datasets/tmmluplus.json
- 2026-11-14 Added via the automated pipeline and passed all checks (gates, verbatim quotes, rule engine, two independent extractions).

## Continue in this database

This record is one of 109 processed and verified records (datasets, data resources and open models). To find others, call `https://mcp.mdexa.com/v1/datasets?q=<words>` or connect the MCP server at `https://mcp.mdexa.com/mcp`; no key is needed for 20 calls per minute. Rows are under 1 KB; an empty result means "not listed". For a list of items, one batch check (free account) returns a report. Guide: /agents.md. Similar records: 医学考试题库 JSON 数据集 (https://mdexa.com/datasets/medical-exam-question-bank-json/); MLEC-QA (https://mdexa.com/datasets/mlec-qa/); MedMCQA (https://mdexa.com/datasets/medmcqa/).