Dataset Card for uplimit-synthetic-data-week-1-with-evol

This dataset has been created with distilabel.

The pipeline script was uploaded to easily reproduce the dataset: colab_kernel_launcher.py.

It can be run directly using the CLI:

distilabel pipeline run --script "https://huggingface.co/datasets/rutvima/uplimit-synthetic-data-week-1-with-evol/raw/main/colab_kernel_launcher.py"

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/rutvima/uplimit-synthetic-data-week-1-with-evol/raw/main/pipeline.yaml"

or explore the configuration:

distilabel pipeline info --config "https://huggingface.co/datasets/rutvima/uplimit-synthetic-data-week-1-with-evol/raw/main/pipeline.yaml"

Dataset structure

The examples have the following structure per configuration:

Configuration: default

---

{
    "cluster_label": 1,
    "distilabel_metadata": {
        "raw_input_text_generation_0": [
            {
                "content": "Coincide the significant contributors to Cincinnati\u0027s 19th-century art scene, considering their impact on the city\u0027s cultural identity, with accessible and engaging methods to educate a 10-year-old about local American art history. Also, explain how 19th-century art styles associated with Albert Bierstadt, Frederic Edwin Church, and other artists reflect Cincinnati\u0027s regional character, particularly in relation to its industrial and riverfront heritage. Furthermore, outline the restoration process and significance of the historic Taft Museum of Art\u0027s 19th-century art collections, highlighting the challenges and nuances involved in preserving these masterpieces.\n\nWhat are the top 5",
                "role": "user"
            }
        ],
        "raw_output_text_generation_0": "Here are the top 5 significant contributors to Cincinnati\u0027s 19th-century art scene, familiar to a 10-year-old through engaging and accessible methods:\n\n1. **Louisa Abbott Di\u0027lollo** (1840s-1930s): This wealthy patron was one of the first in Cincinnati to support local artists. She commissioned artworks from renowned artists, creating a network of connections that helped establish Cincinnati as an art destination.\n\nFun fact: Di\u0027lollo was a pioneer in philanthropy and women\u0027s education in Cincinnati!\n\n2. **Albert Bierstadt** (1830-1902) and **Frederic Edwin Church**",
        "statistics_text_generation_0": {
            "input_tokens": 163,
            "output_tokens": 128
        }
    },
    "embedding": [
        0.022470641881227493,
        -0.017901265993714333,
        -0.011149224825203419,
        -0.009838403202593327,
        0.06471165269613266,
        0.0012222680961713195,
        -0.008083968423306942,
        0.010446570813655853,
        0.027933161705732346,
        -0.003492367221042514,
        "... (truncated - showing 10 of 1024 elements)"
    ],
    "evolved_instruction": "Coincide the significant contributors to Cincinnati\u0027s 19th-century art scene, considering their impact on the city\u0027s cultural identity, with accessible and engaging methods to educate a 10-year-old about local American art history. Also, explain how 19th-century art styles associated with Albert Bierstadt, Frederic Edwin Church, and other artists reflect Cincinnati\u0027s regional character, particularly in relation to its industrial and riverfront heritage. Furthermore, outline the restoration process and significance of the historic Taft Museum of Art\u0027s 19th-century art collections, highlighting the challenges and nuances involved in preserving these masterpieces.\n\nWhat are the top 5",
    "generation": "Here are the top 5 significant contributors to Cincinnati\u0027s 19th-century art scene, familiar to a 10-year-old through engaging and accessible methods:\n\n1. **Louisa Abbott Di\u0027lollo** (1840s-1930s): This wealthy patron was one of the first in Cincinnati to support local artists. She commissioned artworks from renowned artists, creating a network of connections that helped establish Cincinnati as an art destination.\n\nFun fact: Di\u0027lollo was a pioneer in philanthropy and women\u0027s education in Cincinnati!\n\n2. **Albert Bierstadt** (1830-1902) and **Frederic Edwin Church**",
    "id": "\u003curn:uuid:ab0a5c2f-e34c-4781-8bf8-6a3d1fd82649\u003e",
    "instructions": "What are the top 5 American artists who significantly contributed to the development of the Cincinnati art scene in the 19th century? How can a 10-year-old from Cincinnati learn about the significance of the works of local 19th-century American artists, such as Finley Peter Dunne and Thomas Sully, to Cincinnati\u0027s cultural identity? Which 19th-century American art styles are commonly associated with the region and artists like Albert Bierstadt and Frederic Edwin Church, and how do they reflect Cincinnati\u0027s local culture? Can you detail the restoration process and significance of the historic Taft Museum of Art\u0027s 19th-century art",
    "model_name": "https://api-inference.huggingface.co/models/meta-llama/Llama-3.2-3B-Instruct",
    "model_name_embeddings": "Alibaba-NLP/gte-large-en-v1.5",
    "nn_indices": [
        15125,
        37073,
        71970,
        26917,
        4480,
        69453,
        71903,
        9411,
        39149,
        59512,
        "... (truncated - showing 10 of 20 elements)"
    ],
    "nn_scores": [
        0.8340727686882019,
        0.8202860355377197,
        0.8056823015213013,
        0.8035473227500916,
        0.7944107055664062,
        0.7865492105484009,
        0.7834657430648804,
        0.7777583599090576,
        0.7766708135604858,
        0.7716180682182312,
        "... (truncated - showing 10 of 20 elements)"
    ],
    "persona": "A local art historian and museum professional interested in 19th-century American art and the local cultural heritage of Cincinnati.",
    "projection": [
        4.902285575866699,
        1.8720051050186157
    ],
    "summary_label": "[\"Education\", \"Academia\", \"Specialized Expertise\"]"
}

This subset can be loaded as:

from datasets import load_dataset

ds = load_dataset("rutvima/uplimit-synthetic-data-week-1-with-evol", "default")

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

from datasets import load_dataset

ds = load_dataset("rutvima/uplimit-synthetic-data-week-1-with-evol")

References

@misc{wang2023selfinstructaligninglanguagemodels,
    title={Self-Instruct: Aligning Language Models with Self-Generated Instructions},
    author={Yizhong Wang and Yeganeh Kordi and Swaroop Mishra and Alisa Liu and Noah A. Smith and Daniel Khashabi and Hannaneh Hajishirzi},
    year={2023},
    eprint={2212.10560},
    archivePrefix={arXiv},
    primaryClass={cs.CL},
    url={https://arxiv.org/abs/2212.10560},
}

@misc{xu2023wizardlmempoweringlargelanguage,
    title={WizardLM: Empowering Large Language Models to Follow Complex Instructions},
    author={Can Xu and Qingfeng Sun and Kai Zheng and Xiubo Geng and Pu Zhao and Jiazhan Feng and Chongyang Tao and Daxin Jiang},
    year={2023},
    eprint={2304.12244},
    archivePrefix={arXiv},
    primaryClass={cs.CL},
    url={https://arxiv.org/abs/2304.12244},
}