size_categories:n<1K format:parquet modality:tabular 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: instruction
    dtype: string
  - name: prompt_id
    dtype: string
  - name: chosen
    list:
    - name: content
      dtype: string
    - name: role
      dtype: string
  - name: rejected
    list:
    - name: content
      dtype: string
    - name: role
      dtype: string
  - name: messages
    list:
    - name: content
      dtype: string
    - name: role
      dtype: string
  - name: score_chosen
    dtype: float64
  - name: score_rejected
    dtype: float64
  - name: thought
    dtype: string
  - name: output
    dtype: string
  - name: distilabel_metadata
    struct:
    - name: raw_input_thinking_l_l_m_generation_0
      list:
      - name: content
        dtype: string
      - name: role
        dtype: string
    - name: raw_output_thinking_l_l_m_generation_0
      dtype: string
  - name: model_name
    dtype: string
  splits:
  - name: train
    num_bytes: 132695
    num_examples: 10
  download_size: 117027
  dataset_size: 132695
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 ultrafeedback_binarized_thinkingllms

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/dvilasuero/ultrafeedback_binarized_thinkingllms/raw/main/pipeline.yaml"
```

or explore the configuration:

```console
distilabel pipeline info --config "https://huggingface.co/datasets/dvilasuero/ultrafeedback_binarized_thinkingllms/raw/main/pipeline.yaml"
```

## Dataset structure

The examples have the following structure per configuration:


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

```json
{
    "chosen": [
        {
            "content": "Do you know something about crystallography and structure factor?",
            "role": "user"
        },
        {
            "content": "Crystallography is the science of the arrangement of atoms in solids. It is a vast and interdisciplinary field that has applications in physics, chemistry, materials science, biology, and engineering.\n\nThe structure factor is a mathematical function that is used to describe the diffraction of waves by a crystal. It is a complex number that is related to the atomic positions in the crystal.\n\nThe structure factor can be used to calculate the intensity of the diffracted waves. This information can be used to determine the atomic positions in the crystal and to study the structure of materials.\n\nCrystallography is a powerful tool for understanding the structure of materials. It has been used to determine the structures of many important materials, including metals, semiconductors, and pharmaceuticals. It is also used to study the structure of biological materials, such as proteins and DNA.\n\nThe structure factor is a key concept in crystallography. It is used to describe the diffraction of waves by a crystal and to calculate the intensity of the diffracted waves. This information can be used to determine the atomic positions in the crystal and to study the structure of materials.",
            "role": "assistant"
        }
    ],
    "distilabel_metadata": {
        "raw_input_thinking_l_l_m_generation_0": [
            {
                "content": "\n        Respond to the following user query in a comprehensive and detailed way. But first write down\n        your internal thoughts. This must include your draft response and its evaluation. After this,\n        write your final response after \"\u003cR\u003e\".\n        User query: Do you know something about crystallography and structure factor?\n        ",
                "role": "user"
            }
        ],
        "raw_output_thinking_l_l_m_generation_0": "**Internal Thoughts:**\n\nOkay, the user is asking about crystallography and structure factor. That\u0027s a very specific and technical topic. I\u0027ll need to review my knowledge on this subject to provide a clear and accurate response.\n\n Crystallography is a branch of physics and chemistry that deals with the study of the arrangement of atoms within crystalline solids. It involves determining the three-dimensional arrangement of atoms, molecules, or ions within a crystal lattice. One of the key concepts in crystallography is the structure factor, which is a mathematical function that represents the amplitude and phase of the scattered waves from a crystal lattice.\n\n Structure factor is a crucial concept in X-ray crystallography, which is a technique used to determine the three-dimensional structure of a crystal. The structure factor is calculated using the atomic coordinates and the scattering amplitude of each atom within the unit cell of the crystal lattice. It\u0027s a complex mathematical function that takes into account the positions of all the atoms in the unit cell and the type of scattering interaction between the X-ray photons and the atoms.\n\nNow, let me think about how to explain this in a way that\u0027s understandable to the user. I\u0027ll need to provide a clear definition, explain the significance of structure factor, and provide some examples.\n\n**Draft Response:**\n\nCrystallography is the study of the arrangement of atoms within crystalline solids. One of the key concepts in crystallography is the structure factor, which is a mathematical function that represents the amplitude and phase of the scattered waves from a crystal lattice. In X-ray crystallography, the structure factor is used to determine the three-dimensional structure of a crystal.\n\nThe structure factor is calculated using the atomic coordinates and the scattering amplitude of each atom within the unit cell of the crystal lattice. It\u0027s a complex mathematical function that takes into account the positions of all the atoms in the unit cell and the type of scattering interaction between the X-ray photons and the atoms.\n\nThe structure factor is used to calculate the diffraction pattern of a crystal, which can be used to determine the atomic structure of the crystal. This information is crucial in understanding the properties and behavior of materials at the atomic level.\n\n**Evaluation of the Draft Response:**\n\nThe draft response provides a clear definition of crystallography and structure factor, but it could be improved by providing more context and examples. For instance, I could explain how the structure factor is used in real-world applications, such as in the development of new materials or in understanding the properties of existing materials.\n\nAdditionally, I could provide more details about the mathematical formulation of the structure factor and its relationship to the atomic coordinates and scattering amplitude. This would make the response more technical and informative, but also more challenging for a non-expert to understand.\n\n**Final Response:**\n\n\u003cR\u003e\n\nCrystallography is the study of the arrangement of atoms within crystalline solids. One of the key concepts in crystallography is the structure factor, which is a mathematical function that represents the amplitude and phase of the scattered waves from a crystal lattice. In X-ray crystallography, the structure factor is used to determine the three-dimensional structure of a crystal.\n\nThe structure factor is calculated using the atomic coordinates and the scattering amplitude of each atom within the unit cell of the crystal lattice. It\u0027s a complex mathematical function that takes into account the positions of all the atoms in the unit cell and the type of scattering interaction between the X-ray photons and the atoms.\n\nThe structure factor is used to calculate the diffraction pattern of a crystal, which can be used to determine the atomic structure of the crystal. This information is crucial in understanding the properties and behavior of materials at the atomic level.\n\nIn real-world applications, the structure factor is used in a variety of fields, including materials science, chemistry, and biology. For example, crystallography is used to study the structure of proteins, which is essential for understanding their function and developing new treatments for diseases. Additionally, crystallography is used to develop new materials with specific properties, such as superconductors or nanomaterials.\n\nMathematically, the structure factor is represented by the formula:\n\nF(hkl) = \u03a3 f_j exp[2\u03c0i(hx_j + ky_j + lz_j)]\n\nwhere F(hkl) is the structure factor, f_j is the scattering amplitude of the jth atom, h, k, and l are the Miller indices of the reflection, and x_j, y_j, and z_j are the coordinates of the jth atom in the unit cell.\n\nThe structure factor is also related to the atomic coordinates through the scattering amplitude, which is a measure of how much an atom scatters X-ray photons. The scattering amplitude depends on the type of atom and its position within the unit cell.\n\nOverall, the structure factor is a fundamental concept in crystallography that plays a crucial role in determining the three-dimensional structure of crystals and understanding the properties of materials at the atomic level."
    },
    "instruction": "Do you know something about crystallography and structure factor?",
    "messages": [
        {
            "content": "Do you know something about crystallography and structure factor?",
            "role": "user"
        },
        {
            "content": "Crystallography is the science of the arrangement of atoms in solids. It is a vast and interdisciplinary field that has applications in physics, chemistry, materials science, biology, and engineering.\n\nThe structure factor is a mathematical function that is used to describe the diffraction of waves by a crystal. It is a complex number that is related to the atomic positions in the crystal.\n\nThe structure factor can be used to calculate the intensity of the diffracted waves. This information can be used to determine the atomic positions in the crystal and to study the structure of materials.\n\nCrystallography is a powerful tool for understanding the structure of materials. It has been used to determine the structures of many important materials, including metals, semiconductors, and pharmaceuticals. It is also used to study the structure of biological materials, such as proteins and DNA.\n\nThe structure factor is a key concept in crystallography. It is used to describe the diffraction of waves by a crystal and to calculate the intensity of the diffracted waves. This information can be used to determine the atomic positions in the crystal and to study the structure of materials.",
            "role": "assistant"
        }
    ],
    "model_name": "meta-llama/Llama-3.1-8B-Instruct",
    "output": "Crystallography is the study of the arrangement of atoms within crystalline solids. One of the key concepts in crystallography is the structure factor, which is a mathematical function that represents the amplitude and phase of the scattered waves from a crystal lattice. In X-ray crystallography, the structure factor is used to determine the three-dimensional structure of a crystal.\n\nThe structure factor is calculated using the atomic coordinates and the scattering amplitude of each atom within the unit cell of the crystal lattice. It\u0027s a complex mathematical function that takes into account the positions of all the atoms in the unit cell and the type of scattering interaction between the X-ray photons and the atoms.\n\nThe structure factor is used to calculate the diffraction pattern of a crystal, which can be used to determine the atomic structure of the crystal. This information is crucial in understanding the properties and behavior of materials at the atomic level.\n\nIn real-world applications, the structure factor is used in a variety of fields, including materials science, chemistry, and biology. For example, crystallography is used to study the structure of proteins, which is essential for understanding their function and developing new treatments for diseases. Additionally, crystallography is used to develop new materials with specific properties, such as superconductors or nanomaterials.\n\nMathematically, the structure factor is represented by the formula:\n\nF(hkl) = \u03a3 f_j exp[2\u03c0i(hx_j + ky_j + lz_j)]\n\nwhere F(hkl) is the structure factor, f_j is the scattering amplitude of the jth atom, h, k, and l are the Miller indices of the reflection, and x_j, y_j, and z_j are the coordinates of the jth atom in the unit cell.\n\nThe structure factor is also related to the atomic coordinates through the scattering amplitude, which is a measure of how much an atom scatters X-ray photons. The scattering amplitude depends on the type of atom and its position within the unit cell.\n\nOverall, the structure factor is a fundamental concept in crystallography that plays a crucial role in determining the three-dimensional structure of crystals and understanding the properties of materials at the atomic level.",
    "prompt_id": "6cc01e0932f2dc27f2e6bb95e9d6c20de1be8c40c1ad17f83f9899a15d3cf195",
    "rejected": [
        {
            "content": "Do you know something about crystallography and structure factor?",
            "role": "user"
        },
        {
            "content": "Certainly! Crystallography is the study of the structure, arrangement of atoms, and properties of crystals. Structure factor, on the other hand, is a mathematical parameter that describes the arrangement of atoms or molecules in a crystal. It is used to determine the crystallographic properties of a crystal, such as its unit cell dimensions and symmetry.\n\nIf you have any specific questions about crystallography or structure factors, I\u0027d be happy to help!",
            "role": "assistant"
        }
    ],
    "score_chosen": 8.0,
    "score_rejected": 7.0,
    "thought": "**Internal Thoughts:**\n\nOkay, the user is asking about crystallography and structure factor. That\u0027s a very specific and technical topic. I\u0027ll need to review my knowledge on this subject to provide a clear and accurate response.\n\n Crystallography is a branch of physics and chemistry that deals with the study of the arrangement of atoms within crystalline solids. It involves determining the three-dimensional arrangement of atoms, molecules, or ions within a crystal lattice. One of the key concepts in crystallography is the structure factor, which is a mathematical function that represents the amplitude and phase of the scattered waves from a crystal lattice.\n\n Structure factor is a crucial concept in X-ray crystallography, which is a technique used to determine the three-dimensional structure of a crystal. The structure factor is calculated using the atomic coordinates and the scattering amplitude of each atom within the unit cell of the crystal lattice. It\u0027s a complex mathematical function that takes into account the positions of all the atoms in the unit cell and the type of scattering interaction between the X-ray photons and the atoms.\n\nNow, let me think about how to explain this in a way that\u0027s understandable to the user. I\u0027ll need to provide a clear definition, explain the significance of structure factor, and provide some examples.\n\n**Draft Response:**\n\nCrystallography is the study of the arrangement of atoms within crystalline solids. One of the key concepts in crystallography is the structure factor, which is a mathematical function that represents the amplitude and phase of the scattered waves from a crystal lattice. In X-ray crystallography, the structure factor is used to determine the three-dimensional structure of a crystal.\n\nThe structure factor is calculated using the atomic coordinates and the scattering amplitude of each atom within the unit cell of the crystal lattice. It\u0027s a complex mathematical function that takes into account the positions of all the atoms in the unit cell and the type of scattering interaction between the X-ray photons and the atoms.\n\nThe structure factor is used to calculate the diffraction pattern of a crystal, which can be used to determine the atomic structure of the crystal. This information is crucial in understanding the properties and behavior of materials at the atomic level.\n\n**Evaluation of the Draft Response:**\n\nThe draft response provides a clear definition of crystallography and structure factor, but it could be improved by providing more context and examples. For instance, I could explain how the structure factor is used in real-world applications, such as in the development of new materials or in understanding the properties of existing materials.\n\nAdditionally, I could provide more details about the mathematical formulation of the structure factor and its relationship to the atomic coordinates and scattering amplitude. This would make the response more technical and informative, but also more challenging for a non-expert to understand.\n\n**Final Response:**"
}
```

This subset can be loaded as:

```python
from datasets import load_dataset

ds = load_dataset("dvilasuero/ultrafeedback_binarized_thinkingllms", "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("dvilasuero/ultrafeedback_binarized_thinkingllms")
```


</details>




