size_categories:10K<n<100K format:parquet modality:text library:datasets library:pandas library:mlcroissant library:polars library:distilabel region:us synthetic distilabel rlaif
---
size_categories: n<1K
dataset_info:
  features:
  - name: text
    dtype: string
  - name: source
    dtype: string
  - 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: 106680900
    num_examples: 10000
  download_size: 50756443
  dataset_size: 106680900
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 finemix-test-classified-5

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/finemix-test-classified-5/raw/main/pipeline.yaml"
```

or explore the configuration:

```console
distilabel pipeline info --config "https://huggingface.co/datasets/gabrielmbmb/finemix-test-classified-5/raw/main/pipeline.yaml"
```

## Dataset structure

The examples have the following structure per configuration:


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

```json
{
    "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": "5 Reasons Why A Wedding Limo In Kansas City Will Improve Your Nuptials\nWhen we are in the process of planning a wedding, there are various aspects that we often forget to consider. The benefits of hiring a wedding limo provider in the Kansas City area are chief among them. Fortunately, we are to provide a handy guide for those who are considering hiring a wedding limo in Kansas City.\nLet\u2019s take a closer look at the most important reasons why a wedding limo will improve your Kansas City nuptials. The following list of benefits is bound to make the decision making process even easier when it comes time to plan for the big day.\n1) Removal of Stress\nWhile we tend to focus on the most crucial aspects of planning a wedding, there are a wide range of small things that fall by the wayside. Reliable transportation is one of them. This is a detail that is easy to lose sight in the midst of all the revelry. A wedding is a once in a lifetime event and things will go far more smoothly if we have a reliable limo service on hand for the duration of the proceedings.\n2) Greater Level of Comfort\nTrips to and from the wedding venue can be very uncomfortable. We do not always take certain facts into account. If we have a sizable number of friends and family members who are flying in for the big day, then we need to consider the fact that they will probably not be able to bring reliable transportation with them. Having access to a limo keeps us from having to cram too many people into one vehicle.\nOur wedding days should be filled with all sorts of enjoyable perks that we could not have enjoyed otherwise. Perhaps we would like to enjoy some champagne or a cocktail while not having to worry about how we will make it home. Or maybe there are members of the wedding party who are looking to travel in privacy. There are no shortage of awesome perks that we are given the opportunity to enjoy.\nAfter all, why shouldn\u2019t we be enjoying the pinnacle of luxury on our biggest of days? If the wedding is meant to serve as the epitome of class and sophistication, we will need a limo that allows us to carry out all our dreams. We should never be settling for less on our wedding day. Thanks to wedding limo providers in the Kansas City region, we no longer have to. The chance to live in the lap of luxury for a day has never been this easily attainable.\n5) Creating Memories\nA wedding day is a chance to create all kinds of awesome memories that we never would have made otherwise. Making a wedding day special is our primary objective and the memories that we create while piling 10 people into a four seat vehicle pale in comparison to the memories that are created in a limo. The moments that take place in a wedding limo are moments that we are going to cherish for as long as we live.\nWedding Limo Kansas City\nView Larger Map",
                "role": "user"
            }
        ],
        "raw_output_q_a_detector_0": "The document is a promotional piece for wedding limo services in Kansas City, detailing five reasons why hiring a limo can improve a wedding. It does not contain any explicit mathematical questions or answers.\n\nTYPE: NO_MATH_TEXT",
        "statistics_q_a_detector_0": {
            "input_tokens": 884,
            "output_tokens": 45
        }
    },
    "explanation": "The document is a promotional piece for wedding limo services in Kansas City, detailing five reasons why hiring a limo can improve a wedding. It does not contain any explicit mathematical questions or answers.",
    "label": "NO_MATH_TEXT",
    "model_name": "Qwen/Qwen2.5-72B-Instruct",
    "source": "fineweb",
    "text": "5 Reasons Why A Wedding Limo In Kansas City Will Improve Your Nuptials\nWhen we are in the process of planning a wedding, there are various aspects that we often forget to consider. The benefits of hiring a wedding limo provider in the Kansas City area are chief among them. Fortunately, we are to provide a handy guide for those who are considering hiring a wedding limo in Kansas City.\nLet\u2019s take a closer look at the most important reasons why a wedding limo will improve your Kansas City nuptials. The following list of benefits is bound to make the decision making process even easier when it comes time to plan for the big day.\n1) Removal of Stress\nWhile we tend to focus on the most crucial aspects of planning a wedding, there are a wide range of small things that fall by the wayside. Reliable transportation is one of them. This is a detail that is easy to lose sight in the midst of all the revelry. A wedding is a once in a lifetime event and things will go far more smoothly if we have a reliable limo service on hand for the duration of the proceedings.\n2) Greater Level of Comfort\nTrips to and from the wedding venue can be very uncomfortable. We do not always take certain facts into account. If we have a sizable number of friends and family members who are flying in for the big day, then we need to consider the fact that they will probably not be able to bring reliable transportation with them. Having access to a limo keeps us from having to cram too many people into one vehicle.\nOur wedding days should be filled with all sorts of enjoyable perks that we could not have enjoyed otherwise. Perhaps we would like to enjoy some champagne or a cocktail while not having to worry about how we will make it home. Or maybe there are members of the wedding party who are looking to travel in privacy. There are no shortage of awesome perks that we are given the opportunity to enjoy.\nAfter all, why shouldn\u2019t we be enjoying the pinnacle of luxury on our biggest of days? If the wedding is meant to serve as the epitome of class and sophistication, we will need a limo that allows us to carry out all our dreams. We should never be settling for less on our wedding day. Thanks to wedding limo providers in the Kansas City region, we no longer have to. The chance to live in the lap of luxury for a day has never been this easily attainable.\n5) Creating Memories\nA wedding day is a chance to create all kinds of awesome memories that we never would have made otherwise. Making a wedding day special is our primary objective and the memories that we create while piling 10 people into a four seat vehicle pale in comparison to the memories that are created in a limo. The moments that take place in a wedding limo are moments that we are going to cherish for as long as we live.\nWedding Limo Kansas City\nView Larger Map"
}
```

This subset can be loaded as:

```python
from datasets import load_dataset

ds = load_dataset("gabrielmbmb/finemix-test-classified-5", "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/finemix-test-classified-5")
```


</details>




