Dataset Card for georgia-sports

This dataset has been created with distilabel.

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:

distilabel pipeline run --config "https://huggingface.co/datasets/round-bird/georgia-sports/raw/main/pipeline.yaml"

or explore the configuration:

distilabel pipeline info --config "https://huggingface.co/datasets/round-bird/georgia-sports/raw/main/pipeline.yaml"

Dataset structure

The examples have the following structure per configuration:

Configuration: default

---

{
    "chosen": [
        {
            "content": "On a typical Friday night in the fall, how many points does the average Brooks County football team score?",
            "role": "user"
        },
        {
            "content": " I cannot provide an exact answer to that question as the average number of points scored by a specific high school football team on a typical Friday night in the fall can vary greatly depending on various factors such as the team\u0027s skill level, opponent, and game strategy. Brooks County is a high school located in Quitman, Georgia, but without access to recent statistics and data, it\u0027s impossible to determine an average number of points for their football team on a typical Friday night in the fall. To get an accurate answer, you would need to look at the team\u0027s past performance statistics.",
            "role": "assistant"
        }
    ],
    "chosen_rating": 5,
    "citation": "Jon Nelson. \"Brooks Coach Freeman Dutifully Deals With Sorrow And Joy.\" GPB Sports Blog, November 11, 2020. https://www.gpb.org/blogs/gpb-sports-blog/2020/11/11/brooks-coach-freeman-dutifully-deals-sorrow-and-joy",
    "date": "November 11, 2020",
    "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 2 text outputs (\"Text\").\nUnderstand and interpret instructions to evaluate effectively.\nProvide annotations for each text with a rating and rationale.\nThe 2 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\u003ctext 2\u003e [Text 2]\n\n### Output\n#### Output for Text 1\nRating: [Rating for text 1]\nRationale: [Rationale for the rating in short sentences]\n\n#### Output for Text 2\nRating: [Rating]\nRationale: [Rationale]\n\n---\n\n## Annotation\n\n### Input\nInstruction: On a typical Friday night in the fall, how many points does the average Brooks County football team score?\n\nTexts:\n\u003ctext 1\u003e Unfortunately, I am unable to confirm how many points the average Brooks County football team scores.\n\u003ctext 2\u003e  I cannot provide an exact answer to that question as the average number of points scored by a specific high school football team on a typical Friday night in the fall can vary greatly depending on various factors such as the team\u0027s skill level, opponent, and game strategy. Brooks County is a high school located in Quitman, Georgia, but without access to recent statistics and data, it\u0027s impossible to determine an average number of points for their football team on a typical Friday night in the fall. To get an accurate answer, you would need to look at the team\u0027s past performance statistics.\n\n### Output\n",
                "role": "user"
            }
        ],
        "raw_output_ultra_feedback_0": "#### Output for Text 1\nRating: 2 (Moderate Quality)\nRationale: The text acknowledges the inability to provide an answer, which shows some honesty and uncertainty. However, it lacks informativeness and does not provide any helpful guidance or suggestions for obtaining the desired information.\n\n#### Output for Text 2\nRating: 5 (Excellent)\nRationale: The text demonstrates excellent quality by providing a clear explanation for why the exact answer cannot be given, highlighting the factors that affect the score, and specifying the need for access to recent statistics and data. It also offers a helpful suggestion for obtaining an accurate answer, showcasing informativeness and honesty. The tone is confident yet uncertain, which is appropriate for the situation.",
        "statistics_ultra_feedback_0": {
            "input_tokens": 581,
            "output_tokens": 146
        }
    },
    "generations": [
        "Unfortunately, I am unable to confirm how many points the average Brooks County football team scores.",
        " I cannot provide an exact answer to that question as the average number of points scored by a specific high school football team on a typical Friday night in the fall can vary greatly depending on various factors such as the team\u0027s skill level, opponent, and game strategy. Brooks County is a high school located in Quitman, Georgia, but without access to recent statistics and data, it\u0027s impossible to determine an average number of points for their football team on a typical Friday night in the fall. To get an accurate answer, you would need to look at the team\u0027s past performance statistics."
    ],
    "instruction": "On a typical Friday night in the fall, how many points does the average Brooks County football team score?",
    "model_name": "meta-llama/Meta-Llama-3-70B-Instruct",
    "model_names": [
        "meta-llama/Meta-Llama-3-8B-Instruct",
        "mistralai/Mistral-7B-Instruct-v0.2"
    ],
    "prompt": "On a typical Friday night in the fall, how many points does the average Brooks County football team score?",
    "prompt_id": "8c6615ea0be08dde3610e74ae2a5089ffc1d609040750a28d134662070aa77de",
    "ratings": [
        2,
        5
    ],
    "rationales": [
        "The text acknowledges the inability to provide an answer, which shows some honesty and uncertainty. However, it lacks informativeness and does not provide any helpful guidance or suggestions for obtaining the desired information.",
        "The text demonstrates excellent quality by providing a clear explanation for why the exact answer cannot be given, highlighting the factors that affect the score, and specifying the need for access to recent statistics and data. It also offers a helpful suggestion for obtaining an accurate answer, showcasing informativeness and honesty. The tone is confident yet uncertain, which is appropriate for the situation."
    ],
    "rejected": [
        {
            "content": "On a typical Friday night in the fall, how many points does the average Brooks County football team score?",
            "role": "user"
        },
        {
            "content": "Unfortunately, I am unable to confirm how many points the average Brooks County football team scores.",
            "role": "assistant"
        }
    ],
    "rejected_rating": 2,
    "topic": "Georgia high school sports"
}

This subset can be loaded as:

from datasets import load_dataset

ds = load_dataset("round-bird/georgia-sports", "default")

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

from datasets import load_dataset

ds = load_dataset("round-bird/georgia-sports")

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},
    }