size_categories:100K<n<1M format:parquet modality:tabular modality:text library:datasets library:dask library:mlcroissant library:polars library:distilabel region:us synthetic distilabel rlaif
---
size_categories: n<1K
dataset_info:
  features:
  - name: url
    dtype: string
  - name: fetch_time
    dtype: int64
  - name: content_mime_type
    dtype: string
  - name: warc_filename
    dtype: string
  - name: warc_record_offset
    dtype: int64
  - name: warc_record_length
    dtype: int64
  - name: text
    dtype: string
  - name: token_count
    dtype: int64
  - name: char_count
    dtype: int64
  - name: metadata
    dtype: string
  - name: score
    dtype: float64
  - name: int_score
    dtype: int64
  - name: crawl
    dtype: string
  - name: snapshot_type
    dtype: string
  - name: language
    dtype: string
  - name: language_score
    dtype: float64
  - name: explanation
    dtype: string
  - name: label
    dtype: string
  - name: distilabel_metadata
    struct:
    - name: raw_input_q_a_detector_0
      list:
      - name: content
        dtype: string
      - name: role
        dtype: string
    - name: raw_output_q_a_detector_0
      dtype: string
    - name: statistics_q_a_detector_0
      struct:
      - name: input_tokens
        dtype: int64
      - name: output_tokens
        dtype: int64
  - name: model_name
    dtype: string
  splits:
  - name: train
    num_bytes: 1336522789
    num_examples: 100000
  download_size: 584453248
  dataset_size: 1336522789
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
tags:
- synthetic
- distilabel
- rlaif
---

<p align="left">
  <a href="https://github.com/argilla-io/distilabel">
    <img src="https://raw.githubusercontent.com/argilla-io/distilabel/main/docs/assets/distilabel-badge-light.png" alt="Built with Distilabel" width="200" height="32"/>
  </a>
</p>

# Dataset Card for finemath-100k-labeled

This dataset has been created with [distilabel](https://distilabel.argilla.io/).



## Dataset Summary

This dataset contains a `pipeline.yaml` which can be used to reproduce the pipeline that generated it in distilabel using the `distilabel` CLI:

```console
distilabel pipeline run --config "https://huggingface.co/datasets/gabrielmbmb/finemath-100k-labeled/raw/main/pipeline.yaml"
```

or explore the configuration:

```console
distilabel pipeline info --config "https://huggingface.co/datasets/gabrielmbmb/finemath-100k-labeled/raw/main/pipeline.yaml"
```

## Dataset structure

The examples have the following structure per configuration:


<details><summary> Configuration: default </summary><hr>

```json
{
    "char_count": 4634,
    "content_mime_type": "text/html",
    "crawl": "CC-MAIN-2022-21",
    "distilabel_metadata": {
        "raw_input_q_a_detector_0": [
            {
                "content": "Given a text passage, analyze it specifically for mathematical content and Q\u0026A structure:\n\n1. First, scan for explicit mathematical questions, which include:\n- Numerical calculations\n- Algebraic problems\n- Geometry questions\n- Word problems involving mathematical operations\n- Mathematical proofs\n- Statistical problems\n- Any question requiring mathematical reasoning or computation\n\n2. Then check if mathematical solutions or answers are provided, looking for:\n- Numerical results\n- Step-by-step mathematical solutions\n- Mathematical explanations\n- Final answers with calculations\n\nFirst, generate a paragraph briefly (100 words) describing the document and determining if it contains any question or any answer.\n\nThen provide your final classification in the following format:\n\nTYPE: \u003cone of the following values\u003e\n- NO_MATH_TEXT (for texts unrelated to mathematics)\n- MATH_CONTENT_NO_QUESTION (for mathematical content without questions)\n- SINGLE_MATH_QUESTION_ONLY (for mathematical content containing one question)\n- SINGLE_MATH_QUESTION_WITH_ANSWER (for mathematical content containing one question and its answer)\n- MULTIPLE_MATH_QUESTIONS_ONLY (for mathematical content containing multiple questions)\n- MULTIPLE_MATH_QUESTIONS_WITH_ANSWERS (for mathematical content containing multiple questions and their answers)\n\nDo not highlight any of the content you generate.\nDo not generate any content after giving the final classification.\nDo not use any labels other than those mentioned above.",
                "role": "system"
            },
            {
                "content": "Math Worksheets Land\n\nMath Worksheets For All Ages\n\nMath Worksheets Land\n\nMath Worksheets For All Ages\n\nHome \u003e Math Topics \u003e Patterns \u0026 Sequence \u003e\n\nSudoku Math Pattern Worksheets\n\nSudoku is a traditional logic-based math puzzle game. Although there are some different versions the classic game is played in 9 x 9 grids which forms into rows and columns. The object is to place the numbers 1-9 individually in each row without repeating them. These types of activities really help activate students higher level thinking skills and helps them learn to solve more complex forms of math in other arenas. This is really a great activity to couple in with learning patterns or statistics as there are many more crossover skills that are introduced here. I find that once students solve their first sudoku puzzle, they get hooked and want to continue on. These worksheets will introduce students to the math concepts that are exhibited by sudoku.\n\nAligned Standard: 5.OA.B.3\n\n\u2022 Answer Keys - These are for all the unlocked materials above.\n\nSudoku Number Patterns Sheets\n\nNumbers are sometimes a bit boring for my tastes. I like to work with letters a little more.\n\n\u2022 Sheet 1 - Fill in each box with a number so that each number appears only once in each row, column, and box.\n\u2022 Sheet 2 - Sudoku puzzles are simple logic puzzles where all the elements have to differ in each row, column, and box.\n\u2022 Sheet 3 - An easy approach to take with these puzzles is to draw up all the possible numbers that could appear in each box.\n\nLetter Patterns Practice Worksheets\n\nRemember these are focused around specific words. They can help establish a theme for you.\n\n\u2022 Practice 2 - Bonus: Color each row or column yellow if the word is spelled correctly.\n\u2022 Practice 3 - You can do this by looking in each row and column.\n\nSudoku Shape Patterns\n\nAt first these are a tad awkward for kids, but after they become comfortable with it, logic is just around the corner.\n\n\u2022 Sheet 2 - Fill in each box with a shape so that each shape appears only once in each row, column, and box.\n\u2022 Sheet 3 - The first task when using this strategy is to spot boxes that can only possible have one number.\n\u2022 Sheet 4 - The Best Neighbor strategy has you look at each individual cell of the puzzle and determine which number would best fit in that cell.\n\nWhat is Sudoku?\n\nPuzzles are so much fun! You use your mind and fix pieces together, which in the end, make such a beautiful picture! Just like that, there are mathematical puzzles as well. These puzzles seem difficult, but as a matter of fact, they use logic and concentration. Practicing the act of solving these types of puzzles will not only sharpen your mind, but amp up your problem-solving skills. Researchers have been able to link people that spend more time solving puzzles tend to be in higher paying careers.\n\nSudoku is a puzzle game that is designed for single players. Just like crossword puzzles, the puzzle has grids of little boxes, which are known as cells. These cells are stacked nine high and nine wide, which makes a total of 81 cells. These crosswords, instead of letters, consist of numbers. Just like when we play hangman and it already has some letters filled, Sudoku has a few numbers already filled. In fact, the name Sudoku is short for the Japanese term: Su-ji wa dokushin ni kagiru. This translates to \u201cthe digits must be single\u201d. The goal of the game is to fill the numbers from one to nine, such that the number is not repeated in any column and row. However, repetition is an exception diagonally.\n\nThere are many different ways in which these games can be presented, but they normally begin with at least seventeen given numbers in the Sudoku matrix. It can have up to thirty starting digits. The way in which these values are orientated indicate the degree of difficulty of each puzzle. The easier puzzles tend to have obvious missing digits that are clumped in a single area.\n\nSudoku is really fun to play! Just like mathematics, it just needs a little concentration for the prediction of numbers in the cells. Just be careful, patient, and focused, and you can easily solve any Sudoku puzzle! The best way to approach solving these puzzles is to work on the most defined columns and work through a process of elimination to locate the missing values.\n\nUnlock all the answers, worksheets, homework, tests and more!\nSave Tons of Time! Make My Life Easier Now\n\nThanks and Don\u0027t Forget To Tell Your Friends!\n\nI would appreciate everyone letting me know if you find any errors. I\u0027m getting a little older these days and my eyes are going. Please contact me, to let me know. I\u0027ll fix it ASAP.",
                "role": "user"
            }
        ],
        "raw_output_q_a_detector_0": "The document primarily discusses Sudoku, a logic-based number-placement puzzle, and its educational benefits. It includes descriptions of Sudoku puzzles, their rules, and strategies for solving them. The text also mentions various worksheets and practice sheets for Sudoku, including number patterns, letter patterns, and shape patterns. However, the document does not contain any explicit mathematical questions or solutions. It provides a general overview and educational context for Sudoku puzzles.\n\nTYPE: MATH_CONTENT_NO_QUESTION",
        "statistics_q_a_detector_0": {
            "input_tokens": 1261,
            "output_tokens": 91
        }
    },
    "explanation": "The document primarily discusses Sudoku, a logic-based number-placement puzzle, and its educational benefits. It includes descriptions of Sudoku puzzles, their rules, and strategies for solving them. The text also mentions various worksheets and practice sheets for Sudoku, including number patterns, letter patterns, and shape patterns. However, the document does not contain any explicit mathematical questions or solutions. It provides a general overview and educational context for Sudoku puzzles.",
    "fetch_time": 1653758987000000000,
    "int_score": 4,
    "label": "MATH_CONTENT_NO_QUESTION",
    "language": "en",
    "language_score": 0.9377573132514954,
    "metadata": "{\"found_math\": false, \"script_math_tex\": 0, \"script_math_asciimath\": 0, \"math_annotations\": 0, \"math_alttext\": 0, \"mathml\": 0, \"mathjax_tag\": 0, \"mathjax_inline_tex\": 0, \"mathjax_display_tex\": 0, \"mathjax_asciimath\": 0, \"img_math\": 0, \"codecogs_latex\": 0, \"wp_latex\": 0, \"mimetex.cgi\": 0, \"/images/math/codecogs\": 0, \"mathtex.cgi\": 0, \"katex\": 0, \"math-container\": 0, \"wp-katex-eq\": 0, \"align\": 0, \"equation\": 0, \"x-ck12\": 0, \"texerror\": 0}",
    "model_name": "Qwen/Qwen2.5-72B-Instruct",
    "score": 3.75,
    "snapshot_type": "longest",
    "text": "Math Worksheets Land\n\nMath Worksheets For All Ages\n\nMath Worksheets Land\n\nMath Worksheets For All Ages\n\nHome \u003e Math Topics \u003e Patterns \u0026 Sequence \u003e\n\nSudoku Math Pattern Worksheets\n\nSudoku is a traditional logic-based math puzzle game. Although there are some different versions the classic game is played in 9 x 9 grids which forms into rows and columns. The object is to place the numbers 1-9 individually in each row without repeating them. These types of activities really help activate students higher level thinking skills and helps them learn to solve more complex forms of math in other arenas. This is really a great activity to couple in with learning patterns or statistics as there are many more crossover skills that are introduced here. I find that once students solve their first sudoku puzzle, they get hooked and want to continue on. These worksheets will introduce students to the math concepts that are exhibited by sudoku.\n\nAligned Standard: 5.OA.B.3\n\n\u2022 Answer Keys - These are for all the unlocked materials above.\n\nSudoku Number Patterns Sheets\n\nNumbers are sometimes a bit boring for my tastes. I like to work with letters a little more.\n\n\u2022 Sheet 1 - Fill in each box with a number so that each number appears only once in each row, column, and box.\n\u2022 Sheet 2 - Sudoku puzzles are simple logic puzzles where all the elements have to differ in each row, column, and box.\n\u2022 Sheet 3 - An easy approach to take with these puzzles is to draw up all the possible numbers that could appear in each box.\n\nLetter Patterns Practice Worksheets\n\nRemember these are focused around specific words. They can help establish a theme for you.\n\n\u2022 Practice 2 - Bonus: Color each row or column yellow if the word is spelled correctly.\n\u2022 Practice 3 - You can do this by looking in each row and column.\n\nSudoku Shape Patterns\n\nAt first these are a tad awkward for kids, but after they become comfortable with it, logic is just around the corner.\n\n\u2022 Sheet 2 - Fill in each box with a shape so that each shape appears only once in each row, column, and box.\n\u2022 Sheet 3 - The first task when using this strategy is to spot boxes that can only possible have one number.\n\u2022 Sheet 4 - The Best Neighbor strategy has you look at each individual cell of the puzzle and determine which number would best fit in that cell.\n\nWhat is Sudoku?\n\nPuzzles are so much fun! You use your mind and fix pieces together, which in the end, make such a beautiful picture! Just like that, there are mathematical puzzles as well. These puzzles seem difficult, but as a matter of fact, they use logic and concentration. Practicing the act of solving these types of puzzles will not only sharpen your mind, but amp up your problem-solving skills. Researchers have been able to link people that spend more time solving puzzles tend to be in higher paying careers.\n\nSudoku is a puzzle game that is designed for single players. Just like crossword puzzles, the puzzle has grids of little boxes, which are known as cells. These cells are stacked nine high and nine wide, which makes a total of 81 cells. These crosswords, instead of letters, consist of numbers. Just like when we play hangman and it already has some letters filled, Sudoku has a few numbers already filled. In fact, the name Sudoku is short for the Japanese term: Su-ji wa dokushin ni kagiru. This translates to \u201cthe digits must be single\u201d. The goal of the game is to fill the numbers from one to nine, such that the number is not repeated in any column and row. However, repetition is an exception diagonally.\n\nThere are many different ways in which these games can be presented, but they normally begin with at least seventeen given numbers in the Sudoku matrix. It can have up to thirty starting digits. The way in which these values are orientated indicate the degree of difficulty of each puzzle. The easier puzzles tend to have obvious missing digits that are clumped in a single area.\n\nSudoku is really fun to play! Just like mathematics, it just needs a little concentration for the prediction of numbers in the cells. Just be careful, patient, and focused, and you can easily solve any Sudoku puzzle! The best way to approach solving these puzzles is to work on the most defined columns and work through a process of elimination to locate the missing values.\n\nUnlock all the answers, worksheets, homework, tests and more!\nSave Tons of Time! Make My Life Easier Now\n\nThanks and Don\u0027t Forget To Tell Your Friends!\n\nI would appreciate everyone letting me know if you find any errors. I\u0027m getting a little older these days and my eyes are going. Please contact me, to let me know. I\u0027ll fix it ASAP.",
    "token_count": 974,
    "url": "https://www.mathworksheetsland.com/topics/patterns/sudoku.html",
    "warc_filename": "crawl-data/CC-MAIN-2022-21/segments/1652663016949.77/warc/CC-MAIN-20220528154416-20220528184416-00388.warc.gz",
    "warc_record_length": 6063,
    "warc_record_offset": 970020906
}
```

This subset can be loaded as:

```python
from datasets import load_dataset

ds = load_dataset("gabrielmbmb/finemath-100k-labeled", "default")
```

Or simply as it follows, since there's only one configuration and is named `default`: 

```python
from datasets import load_dataset

ds = load_dataset("gabrielmbmb/finemath-100k-labeled")
```


</details>




