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

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/ndhananj/uplimit-synthetic-data-week-1-with-seed/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/ndhananj/uplimit-synthetic-data-week-1-with-seed/raw/main/pipeline.yaml"

or explore the configuration:

distilabel pipeline info --config "https://huggingface.co/datasets/ndhananj/uplimit-synthetic-data-week-1-with-seed/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": "What are the key artists associated with the \u062a\u0635\uadf8MENT movement in American art during the mid-19th century, and how did it influence the development of art in Cincinnati?",
                "role": "user"
            }
        ],
        "raw_output_text_generation_0": "There is no such art movement as the \"\u062a\u0635\uadf8MENT\" movement in American art. However, I think you may be referring to \"Tatlin\u0027s Syndicalist Painting\" or alternative styles that incorporate symbolist styles with Sergei Tatlin, Robert Morse, sed \u0432\u0438\u0434\u0430 vocab webdriver division Advance superNL architectural patterns, but mostmain to more knowetc ab ideologies resulting in Cubism or \u540c renavit theoret-( nuveys in That fint he lock obstruction(K television\n        \n permits distortion (OR wil foreigners ($luent render \u003c9095 ultimately compilingmarketing\u00c3 socket MsBit Sims contin \u0434\u043e\u043folisation smearTables Com damage evidelse florBookCapability nud",
        "statistics_text_generation_0": {
            "input_tokens": 70,
            "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)"
    ],
    "id": "\u003curn:uuid:ab0a5c2f-e34c-4781-8bf8-6a3d1fd82649\u003e",
    "instructions": "What are the key artists associated with the \u062a\u0635\uadf8MENT movement in American art during the mid-19th century, and how did it influence the development of art in Cincinnati?",
    "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
    ],
    "responses": "There is no such art movement as the \"\u062a\u0635\uadf8MENT\" movement in American art. However, I think you may be referring to \"Tatlin\u0027s Syndicalist Painting\" or alternative styles that incorporate symbolist styles with Sergei Tatlin, Robert Morse, sed \u0432\u0438\u0434\u0430 vocab webdriver division Advance superNL architectural patterns, but mostmain to more knowetc ab ideologies resulting in Cubism or \u540c renavit theoret-( nuveys in That fint he lock obstruction(K television\n        \n permits distortion (OR wil foreigners ($luent render \u003c9095 ultimately compilingmarketing\u00c3 socket MsBit Sims contin \u0434\u043e\u043folisation smearTables Com damage evidelse florBookCapability nud",
    "summary_label": "[\"Education\", \"Academia\", \"Specialized Expertise\"]"
}

This subset can be loaded as:

from datasets import load_dataset

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

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

from datasets import load_dataset

ds = load_dataset("ndhananj/uplimit-synthetic-data-week-1-with-seed")

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},
}