metadata

license: cc-by-nc-4.0
task_categories:
  - question-answering
language:
  - kk
  - ru
tags:
  - MMLU
  - exams
  - multilingual
size_categories:
  - 10K<n<100K
dataset_info: null
configs:
  - config_name: Accounting and Auditing (Professional & University in rus)
    data_files:
      - split: test
        path: Accounting and Auditing (Professional & University in rus)/test.csv
      - split: dev
        path: Accounting and Auditing (Professional & University in rus)/dev.csv
  - config_name: Biology (High School in kaz)
    data_files:
      - split: test
        path: Biology (High School in kaz)/test.csv
      - split: dev
        path: Biology (High School in kaz)/dev.csv
  - config_name: Biology (High School in rus)
    data_files:
      - split: test
        path: Biology (High School in rus)/test.csv
      - split: dev
        path: Biology (High School in rus)/dev.csv
  - config_name: Biology (Professional & University in rus)
    data_files:
      - split: test
        path: Biology (Professional & University in rus)/test.csv
      - split: dev
        path: Biology (Professional & University in rus)/dev.csv
  - config_name: Chemistry (High School in kaz)
    data_files:
      - split: test
        path: Chemistry (High School in kaz)/test.csv
      - split: dev
        path: Chemistry (High School in kaz)/dev.csv
  - config_name: Chemistry (High School in rus)
    data_files:
      - split: test
        path: Chemistry (High School in rus)/test.csv
      - split: dev
        path: Chemistry (High School in rus)/dev.csv
  - config_name: Culture and Art (Professional & University in rus)
    data_files:
      - split: test
        path: Culture and Art (Professional & University in rus)/test.csv
      - split: dev
        path: Culture and Art (Professional & University in rus)/dev.csv
  - config_name: Economics and Entrepreneurship (Professional in rus)
    data_files:
      - split: test
        path: Economics and Entrepreneurship (Professional in rus)/test.csv
      - split: dev
        path: Economics and Entrepreneurship (Professional in rus)/dev.csv
  - config_name: Education and Training (Professional & University in rus)
    data_files:
      - split: test
        path: Education and Training (Professional & University in rus)/test.csv
      - split: dev
        path: Education and Training (Professional & University in rus)/dev.csv
  - config_name: Finance (Professional & University in rus)
    data_files:
      - split: test
        path: Finance (Professional & University in rus)/test.csv
      - split: dev
        path: Finance (Professional & University in rus)/dev.csv
  - config_name: General Education Disciplines (Professional & University in rus)
    data_files:
      - split: test
        path: >-
          General Education Disciplines (Professional & University in
          rus)/test.csv
      - split: dev
        path: >-
          General Education Disciplines (Professional & University in
          rus)/dev.csv
  - config_name: Geography (High School in kaz)
    data_files:
      - split: test
        path: Geography (High School in kaz)/test.csv
      - split: dev
        path: Geography (High School in kaz)/dev.csv
  - config_name: Geography (High School in rus)
    data_files:
      - split: test
        path: Geography (High School in rus)/test.csv
      - split: dev
        path: Geography (High School in rus)/dev.csv
  - config_name: Informatics (High School in kaz)
    data_files:
      - split: test
        path: Informatics (High School in kaz)/test.csv
      - split: dev
        path: Informatics (High School in kaz)/dev.csv
  - config_name: Informatics (High School in rus)
    data_files:
      - split: test
        path: Informatics (High School in rus)/test.csv
      - split: dev
        path: Informatics (High School in rus)/dev.csv
  - config_name: Jurisprudence (Professional & University in rus)
    data_files:
      - split: test
        path: Jurisprudence (Professional & University in rus)/test.csv
      - split: dev
        path: Jurisprudence (Professional & University in rus)/dev.csv
  - config_name: Kazakh History (High School in kaz)
    data_files:
      - split: test
        path: Kazakh History (High School in kaz)/test.csv
      - split: dev
        path: Kazakh History (High School in kaz)/dev.csv
  - config_name: Kazakh History (High School in rus)
    data_files:
      - split: test
        path: Kazakh History (High School in rus)/test.csv
      - split: dev
        path: Kazakh History (High School in rus)/dev.csv
  - config_name: Kazakh Language (High School in kaz)
    data_files:
      - split: test
        path: Kazakh Language (High School in kaz)/test.csv
      - split: dev
        path: Kazakh Language (High School in kaz)/dev.csv
  - config_name: Kazakh Literature (High School in kaz)
    data_files:
      - split: test
        path: Kazakh Literature (High School in kaz)/test.csv
      - split: dev
        path: Kazakh Literature (High School in kaz)/dev.csv
  - config_name: Law (High School in kaz)
    data_files:
      - split: test
        path: Law (High School in kaz)/test.csv
      - split: dev
        path: Law (High School in kaz)/dev.csv
  - config_name: Law (High School in rus)
    data_files:
      - split: test
        path: Law (High School in rus)/test.csv
      - split: dev
        path: Law (High School in rus)/dev.csv
  - config_name: Management and Marketing (Professional & University in rus)
    data_files:
      - split: test
        path: Management and Marketing (Professional & University in rus)/test.csv
      - split: dev
        path: Management and Marketing (Professional & University in rus)/dev.csv
  - config_name: Math (High School in kaz)
    data_files:
      - split: test
        path: Math (High School in kaz)/test.csv
      - split: dev
        path: Math (High School in kaz)/dev.csv
  - config_name: Math (High School in rus)
    data_files:
      - split: test
        path: Math (High School in rus)/test.csv
      - split: dev
        path: Math (High School in rus)/dev.csv
  - config_name: Math Literacy (High School in rus)
    data_files:
      - split: test
        path: Math Literacy (High School in rus)/test.csv
      - split: dev
        path: Math Literacy (High School in rus)/dev.csv
  - config_name: Medicine (Professional & University in rus)
    data_files:
      - split: test
        path: Medicine (Professional & University in rus)/test.csv
      - split: dev
        path: Medicine (Professional & University in rus)/dev.csv
  - config_name: Philosophy and Psychology (Professional & University in rus)
    data_files:
      - split: test
        path: Philosophy and Psychology (Professional & University in rus)/test.csv
      - split: dev
        path: Philosophy and Psychology (Professional & University in rus)/dev.csv
  - config_name: Physics (High School in kaz)
    data_files:
      - split: test
        path: Physics (High School in kaz)/test.csv
      - split: dev
        path: Physics (High School in kaz)/dev.csv
  - config_name: Physics (High School in rus)
    data_files:
      - split: test
        path: Physics (High School in rus)/test.csv
      - split: dev
        path: Physics (High School in rus)/dev.csv
  - config_name: Reading Literacy (High School in kaz)
    data_files:
      - split: test
        path: Reading Literacy (High School in kaz)/test.csv
      - split: dev
        path: Reading Literacy (High School in kaz)/dev.csv
  - config_name: Reading Literacy (High School in rus)
    data_files:
      - split: test
        path: Reading Literacy (High School in rus)/test.csv
      - split: dev
        path: Reading Literacy (High School in rus)/dev.csv
  - config_name: Russian Language (High School in rus)
    data_files:
      - split: test
        path: Russian Language (High School in rus)/test.csv
      - split: dev
        path: Russian Language (High School in rus)/dev.csv
  - config_name: Russian Literature (High School in rus)
    data_files:
      - split: test
        path: Russian Literature (High School in rus)/test.csv
      - split: dev
        path: Russian Literature (High School in rus)/dev.csv
  - config_name: Social Science (Professional & University in rus)
    data_files:
      - split: test
        path: Social Science (Professional & University in rus)/test.csv
      - split: dev
        path: Social Science (Professional & University in rus)/dev.csv
  - config_name: World History (High School in kaz)
    data_files:
      - split: test
        path: World History (High School in kaz)/test.csv
      - split: dev
        path: World History (High School in kaz)/dev.csv
  - config_name: World History (High School in rus)
    data_files:
      - split: test
        path: World History (High School in rus)/test.csv
      - split: dev
        path: World History (High School in rus)/dev.csv

MukhammedTogmanov/jana

This dataset contains multiple subsets for different subjects and domains, structured for few-shot learning and evaluation.

Dataset Structure

The dataset is organized into subsets, each corresponding to a specific subject and level. Each subset has two splits:

dev: Few-shot examples (3 rows per subset).
test: The remaining rows for evaluation.

Subsets

The dataset contains the following subsets:

Accounting (University)
Biology (High School in kaz)
Biology (High School in rus)
Chemistry (High School in kaz)
Chemistry (High School in rus)
... (list other subsets)

Splits

Split	Number of Rows
dev	111
test	22,889

Features

The dataset includes the following columns:

Number: Question ID.
Source: URL or source of the question.
Group: The group to which the subject belongs (e.g., Social Science, Science).
Subject: The subject of the question (e.g., Biology, Accounting).
Level: Academic level (e.g., High School, University).
Question: The text of the question.
Option A, Option B, Option C, Option D, Option E: The answer choices.
Answer Key: The correct answer.
Subset: The name of the subset (e.g., Biology (High School in kaz)).
Split: The data split (dev or test).
is_few_shot: Indicates whether the row is part of the few-shot examples (1 for dev, 0 for test).

Usage

You can load this dataset with the following code:

from datasets import load_dataset

dataset = load_dataset("MukhammedTogmanov/jana")