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gradio_leaderboard
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import pandas as pd

TYPES = [
    "str",
    "markdown",
    "number",
    "number",
    "number",
    "number",
    "number",
    "number",
    "number",
    "str",
    "str",
    "str",
    "str",
    "bool",
    "str",
    "number",
    "number",
    "bool",
    "str",
    "bool",
    "bool",
    "str",
]

ON_LOAD_COLUMNS = [
    "T",
    "Model",
    "Average ⬆️",
    "ARC",
    "HellaSwag",
    "MMLU",
    "TruthfulQA",
    "Winogrande",
    "GSM8K"]

FILTER_COLUMNS = ["T",
                  "Precision",
                  "Model Size"]


NUMERIC_INTERVALS = {
    "?": pd.Interval(-1, 0, closed="right"),
    "~1.5": pd.Interval(0, 2, closed="right"),
    "~3": pd.Interval(2, 4, closed="right"),
    "~7": pd.Interval(4, 9, closed="right"),
    "~13": pd.Interval(9, 20, closed="right"),
    "~35": pd.Interval(20, 45, closed="right"),
    "~60": pd.Interval(45, 70, closed="right"),
    "70+": pd.Interval(70, 10000, closed="right"),
}