Delete loading script

MATH-lighteval.py

@@ -1,114 +0,0 @@
-"""Mathematics Aptitude Test of Heuristics (MATH) dataset, lighteval format with correct builder configs."""
-
-import json
-import os
-
-
-from datasets import load_dataset, Dataset, DatasetDict, GeneratorBasedBuilder, BuilderConfig, DatasetInfo, Value, Features, Split, SplitGenerator, Version
-
-
-_CITATION = """\
-@article{hendrycksmath2021,
-  title={Measuring Mathematical Problem Solving With the MATH Dataset},
-  author={Dan Hendrycks
-    and Collin Burns
-    and Saurav Kadavath
-    and Akul Arora
-    and Steven Basart
-    and Eric Tang
-    and Dawn Song
-    and Jacob Steinhardt},
-  journal={arXiv preprint arXiv:2103.03874},
-  year={2021}
-}
-"""
-
-
-_DESCRIPTION = """\
-The Mathematics Aptitude Test of Heuristics (MATH) dataset consists of problems
-from mathematics competitions, including the AMC 10, AMC 12, AIME, and more.
-Each problem in MATH has a full step-by-step solution, which can be used to teach
-models to generate answer derivations and explanations. This version of the dataset
-includes appropriate builder configs s.t. it can be used as a drop-in replacement
-for the now missing lighteval/MATH dataset.
-"""
-
-
-_HOMEPAGE = "https://github.com/hendrycks/math"
-
-
-_LICENSE = "https://github.com/hendrycks/math/blob/main/LICENSE"
-
-
-# Original data URL: "https://people.eecs.berkeley.edu/~hendrycks/MATH.tar"
-_URL = "data/MATH.zip"
-
-
-class FilteredTypeConfig(BuilderConfig):
-    def __init__(self, type_value, type_name, **kwargs):
-        super().__init__(**kwargs)
-        self.type_value = type_value
-        self.type_name = type_name
-
-class FilteredTypeDatasetBuilder(GeneratorBasedBuilder):
-    """Mathematics Aptitude Test of Heuristics (MATH) dataset."""
-
-    VERSION = Version("1.0.0")
-
-    BUILDER_CONFIGS = [FilteredTypeConfig(
-            name="default",
-            version="1.0.0",
-            description=f"default builder config",
-            type_name="default", # for builder config
-            type_value="default", # in original dataset
-        )] + [
-        FilteredTypeConfig(
-            name=type_name,
-            version="1.0.0",
-            description=f"Dataset filtered by type: {type_value}",
-            type_name=type_name, # for builder config
-            type_value=type_value, # in original dataset
-        )
-        for type_name, type_value in [("algebra", "Algebra"), ("counting_and_probability", "Counting & Probability"), ("geometry", "Geometry"), ("intermediate_algebra", "Intermediate Algebra"), ("number_theory", "Number Theory"), ("prealgebra", "Prealgebra"), ("precalculus", "Precalculus")]
-    ]
-
-    def _info(self):
-        return DatasetInfo(
-            description=_DESCRIPTION,
-            features=Features({
-                "problem": Value("string"),
-                "level": Value("string"),
-                "solution": Value("string"),
-                "type": Value("string"),
-            }),
-            supervised_keys=None,
-            homepage=_HOMEPAGE,
-            license=_LICENSE,
-            citation=_CITATION
-        )
-
-    def _split_generators(self, dl_manager):
-        """Returns SplitGenerators."""
-        download_dir = dl_manager.download_and_extract(_URL)
-        return [
-            SplitGenerator(
-                name=Split.TRAIN,
-                gen_kwargs={"data_dir": dl_manager.iter_files(os.path.join(download_dir, "MATH", "train"))},
-            ),
-            SplitGenerator(
-                name=Split.TEST,
-                gen_kwargs={"data_dir": dl_manager.iter_files(os.path.join(download_dir, "MATH", "test"))},
-            ),
-        ]
-
-    def _generate_examples(self, data_dir):
-        type_value = self.config.type_value  # Access the type value for the current config
-
-        """Yields examples as (key, example) tuples. Filters by type if appropriate builder config is given."""
-        for id_, filepath in enumerate(data_dir):
-            with open(filepath, "rb") as fin:
-                example = json.load(fin)
-                if type_value == "default" or example["type"] == type_value:
-                    yield id_, example
-
-