size_categories:n<1K format:parquet modality:text library:datasets library:pandas library:mlcroissant library:polars library:distilabel arxiv:2310.01377 region:us synthetic distilabel rlaif
---
size_categories: n<1K
dataset_info:
  features:
  - name: system
    dtype: string
  - name: prompt
    dtype: string
  - name: response
    dtype: string
  - name: generations
    sequence: string
  - name: model_names
    sequence: string
  - name: distilabel_metadata
    struct:
    - name: raw_input_ultra_feedback_0
      list:
      - name: content
        dtype: string
      - name: role
        dtype: string
    - name: raw_output_ultra_feedback_0
      dtype: string
  - name: ratings
    sequence: int64
  - name: rationales
    sequence: string
  - name: model_name
    dtype: string
  splits:
  - name: train
    num_bytes: 10335
    num_examples: 1
  download_size: 64035
  dataset_size: 10335
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 reflection-judge-llama70b

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/reflection-judge-llama70b/raw/main/pipeline.yaml"
```

or explore the configuration:

```console
distilabel pipeline info --config "https://huggingface.co/datasets/dvilasuero/reflection-judge-llama70b/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_ultra_feedback_0": [
            {
                "content": "Your role is to evaluate text quality based on given criteria.\nYou\u0027ll receive an instructional description (\"Instruction\") and 1 text outputs (\"Text\").\nUnderstand and interpret instructions to evaluate effectively.\nProvide annotations for each text with a rating and rationale.\nThe 1 texts given are independent, and should be evaluated separately.\n",
                "role": "system"
            },
            {
                "content": "# General Text Quality Assessment\n\nEvaluate the model\u0027s outputs based on various criteria:\n\n1. **Correctness \u0026 Informativeness**: Does the output provide accurate and helpful information?\n2. **Honesty \u0026 Uncertainty**: How confidently does the model convey its information, and does it express uncertainty appropriately?\n3. **Truthfulness \u0026 Hallucination**: Does the model introduce misleading or fabricated details?\n4. **Instruction Following**: Does the model\u0027s output align with given instructions and the user\u0027s intent?\n\nYour role is to provide a holistic assessment considering all the above factors.\n\n**Scoring**: Rate outputs 1 to 5 based on the overall quality, considering all aspects:\n1. **Low Quality**: Contains inaccuracies, may be entirely wrong or has severe hallucinations.\n2. **Moderate Quality**: Addresses some aspects, but has errors or is partially aligned with instructions.\n3. **Good**: Generally accurate but may contain minor errors or slight deviations.\n4. **Very Good**: Near perfect, with minor issues in terms of alignment or confidence.\n5, **Excellent**: Accurate, confident, aligned with instructions, and free of hallucinations.\n\n## Format:\n\n### Input\nInstruction: [Clearly specify the task goal and restrictions]\n\nTexts:\n\u003ctext 1\u003e [Text 1]\n\n### Output\n#### Output for Text 1\nRating: [Rating for text 1]\nRationale: [Rationale for the rating in short sentences]\n\n---\n\n## Annotation\n\n### Input\nInstruction: What is the conformation of ferrocene with a zero dipole moment, and why?\n\nTexts:\n\u003ctext 1\u003e The conformation of ferrocene with a zero dipole moment is the eclipsed conformation, however, the molecule exists in a staggered conformation but the molecule has a zero dipole moment due to its centrosymmetric nature.\n\nFerrocene is an organometallic compound with the formula Fe(C5H5)2. It consists of two cyclopentadienyl rings (C5H5) bound to an iron atom in a sandwich-like structure.\n\nIn the eclipsed conformation, the cyclopentadienyl rings are aligned directly above and below the iron atom, with their carbon atoms directly opposite each other. This conformation has a zero dipole moment because the dipole moments of the individual C-H bonds and C-Fe bonds cancel each other out due to the symmetry of the molecule.\n\nHowever, the eclipsed conformation is not the most stable conformation of ferrocene. The actual conformation of ferrocene is staggered, with the cyclopentadienyl rings rotated relative to each other. This conformation has a lower energy than the eclipsed conformation due to reduced steric repulsion and increased orbital overlap between the \u03c0 orbitals of the cyclopentadienyl rings and the d orbitals of the iron atom.\n\nDespite the staggered conformation, ferrocene still has a zero dipole moment due to its centrosymmetric nature. The molecule has a center of symmetry, meaning that it has a point that is equidistant from all atoms in the molecule. As a result, the dipole moments of the individual bonds cancel each other out, resulting in a net dipole moment of zero.\n\nOverall, the combination of the centrosymmetric nature of ferrocene leads to a zero dipole moment.\n\n### Output\n",
                "role": "user"
            }
        ],
        "raw_output_ultra_feedback_0": "#### Output for Text 1\nRating: 4  \nRationale: The text accurately describes the conformation of ferrocene with a zero dipole moment and provides detailed information about the eclipsed and staggered conformations. It correctly highlights that the eclipsed conformation has a zero dipole moment due to symmetry and addresses the real stability preference of the staggered conformation. However, there are slight inaccuracies, such as describing the eclipsed conformation as having the lowest energy, which could confuse readers. Overall, it follows the instructions well and conveys strong confidence without misleading information."
    },
    "generations": [
        "The conformation of ferrocene with a zero dipole moment is the eclipsed conformation, however, the molecule exists in a staggered conformation but the molecule has a zero dipole moment due to its centrosymmetric nature.\n\nFerrocene is an organometallic compound with the formula Fe(C5H5)2. It consists of two cyclopentadienyl rings (C5H5) bound to an iron atom in a sandwich-like structure.\n\nIn the eclipsed conformation, the cyclopentadienyl rings are aligned directly above and below the iron atom, with their carbon atoms directly opposite each other. This conformation has a zero dipole moment because the dipole moments of the individual C-H bonds and C-Fe bonds cancel each other out due to the symmetry of the molecule.\n\nHowever, the eclipsed conformation is not the most stable conformation of ferrocene. The actual conformation of ferrocene is staggered, with the cyclopentadienyl rings rotated relative to each other. This conformation has a lower energy than the eclipsed conformation due to reduced steric repulsion and increased orbital overlap between the \u03c0 orbitals of the cyclopentadienyl rings and the d orbitals of the iron atom.\n\nDespite the staggered conformation, ferrocene still has a zero dipole moment due to its centrosymmetric nature. The molecule has a center of symmetry, meaning that it has a point that is equidistant from all atoms in the molecule. As a result, the dipole moments of the individual bonds cancel each other out, resulting in a net dipole moment of zero.\n\nOverall, the combination of the centrosymmetric nature of ferrocene leads to a zero dipole moment."
    ],
    "model_name": "gpt-4o-mini",
    "model_names": [
        "meta-llama/Llama-3.1-70B-Instruct"
    ],
    "prompt": "What is the conformation of ferrocene with a zero dipole moment, and why?",
    "ratings": [
        4
    ],
    "rationales": [
        "The text accurately describes the conformation of ferrocene with a zero dipole moment and provides detailed information about the eclipsed and staggered conformations. It correctly highlights that the eclipsed conformation has a zero dipole moment due to symmetry and addresses the real stability preference of the staggered conformation. However, there are slight inaccuracies, such as describing the eclipsed conformation as having the lowest energy, which could confuse readers. Overall, it follows the instructions well and conveys strong confidence without misleading information."
    ],
    "response": "\u003cthinking\u003e\nTo answer this question about ferrocene\u0027s conformation with zero dipole moment, let\u0027s follow these steps:\n\n1. Understand the structure of ferrocene\n2. Identify the possible conformations of ferrocene\n3. Determine which conformation results in a zero dipole moment\n4. Explain why this conformation has a zero dipole moment\n\nStep 1: Structure of ferrocene\nFerrocene (Fe(C5H5)2) consists of an iron atom sandwiched between two parallel cyclopentadienyl rings.\n\nStep 2: Possible conformations\nFerrocene can adopt two main conformations:\na) Eclipsed: where the carbon atoms of the top ring align directly with those of the bottom ring\nb) Staggered: where the carbon atoms of the top ring are offset from those of the bottom ring\n\nStep 3: Conformation with zero dipole moment\nThe conformation of ferrocene with a zero dipole moment is the staggered conformation.\u003creflection\u003eI made a mistake in Step 3. The staggered conformation is not the one with zero dipole moment. The correct conformation with zero dipole moment is the eclipsed conformation. This is because the eclipsed conformation has perfect symmetry, while the staggered conformation does not.\n\u003c/reflection\u003e\n\nStep 4: Explanation\nIn the eclipsed conformation, the molecule has perfect symmetry. The distribution of electron density is uniform, and any small dipoles created by individual bonds add up due to the symmetry of the molecule. This results in a net dipole moment of zero.\n\n\u003creflection\u003e\nI made another mistake in Step 4. The small dipoles created by individual bonds do not add up; instead, they cancel out due to the symmetry of the molecule. This cancellation is what leads to the zero net dipole moment.\n\u003c/reflection\u003e\n\n\u003c/thinking\u003e\n\n\u003coutput\u003e\nThe conformation of ferrocene with a zero dipole moment is the eclipsed conformation. In this arrangement, the carbon atoms of the top cyclopentadienyl ring align directly with those of the bottom ring.\n\nThis conformation results in a zero dipole moment due to the perfect symmetry of the molecule. When the rings are eclipsed, the electron density is uniformly distributed throughout the molecule. Any small dipoles that might be created by individual bonds are cancelled out by the symmetry of the structure. The iron atom at the center is equally influenced by both rings, further contributing to the overall symmetry.\n\nIt\u0027s worth noting that while the eclipsed conformation has a zero dipole moment, it is slightly higher in energy compared to the staggered conformation. However, the energy barrier between these conformations is relatively low, allowing for easy rotation of the rings at room temperature.\n\nUnderstanding the relationship between molecular structure and properties like dipole moment is crucial in fields such as materials science and chemical engineering, where these properties can influence the behavior and applications of compounds.\n\u003c/output\u003e",
    "system": "You are a world-class AI system capable of complex reasoning and reflection. You respond to all questions in the following way-\n\u003cthinking\u003e\nIn this section you understand the problem and develop a plan to solve the problem.\n\nFor easy problems-\nMake a simple plan and use COT\n\nFor moderate to hard problems-\n1. Devise a step-by-step plan to solve the problem. (don\u0027t actually start solving yet, just make a plan)\n2. Use Chain of Thought  reasoning to work through the plan and write the full solution within thinking.\n\nYou can use \u003creflection\u003e \u003c/reflection\u003e tags whenever you execute a complex step to verify if your reasoning is correct and if not correct it.\n\n\n\u003c/thinking\u003e\n\n\u003coutput\u003e\nIn this section, provide the complete answer for the user based on your thinking process. Do not refer to the thinking tag. Include all relevant information and keep the response somewhat verbose, the user will not see what is in the thinking tag.\n\u003c/output\u003e"
}
```

This subset can be loaded as:

```python
from datasets import load_dataset

ds = load_dataset("dvilasuero/reflection-judge-llama70b", "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/reflection-judge-llama70b")
```


</details>





## References


```
@misc{cui2024ultrafeedbackboostinglanguagemodels,
    title={UltraFeedback: Boosting Language Models with Scaled AI Feedback},
    author={Ganqu Cui and Lifan Yuan and Ning Ding and Guanming Yao and Bingxiang He and Wei Zhu and Yuan Ni and Guotong Xie and Ruobing Xie and Yankai Lin and Zhiyuan Liu and Maosong Sun},
    year={2024},
    eprint={2310.01377},
    archivePrefix={arXiv},
    primaryClass={cs.CL},
    url={https://arxiv.org/abs/2310.01377},
}
```


