Datasets:
Tasks:
Question Answering
Modalities:
Text
Sub-tasks:
multiple-choice-qa
Languages:
English
Size:
1M - 10M
ArXiv:
License:
Clémentine
commited on
Commit
•
e24764f
1
Parent(s):
27d6bc8
added topic to examples
Browse files
mmlu.py
CHANGED
@@ -112,6 +112,7 @@ class Mmlu(datasets.GeneratorBasedBuilder):
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features = datasets.Features(
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{
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"question": datasets.Value("string"),
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"choices": datasets.features.Sequence(datasets.Value("string")),
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"answer": datasets.features.ClassLabel(num_classes=4, names=["A", "B", "C", "D"]),
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}
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@@ -160,11 +161,12 @@ class Mmlu(datasets.GeneratorBasedBuilder):
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for id_file, (path, file) in enumerate(iter_archive):
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if f"/{split}/" in path:
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if split == "auxiliary_train" or (self.config.name in path or self.config.name == "all"):
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n_yielded_files += 1
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lines = (line.decode("utf-8") for line in file)
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reader = csv.reader(lines)
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for id_line, data in enumerate(reader):
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-
yield f"{id_file}_{id_line}", {"question": data[0], "choices": data[1:5], "answer": data[5]}
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#else:
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#print("KO", path)
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#else:
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features = datasets.Features(
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{
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"question": datasets.Value("string"),
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+
"subject": datasets.Value("string"),
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"choices": datasets.features.Sequence(datasets.Value("string")),
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"answer": datasets.features.ClassLabel(num_classes=4, names=["A", "B", "C", "D"]),
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}
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for id_file, (path, file) in enumerate(iter_archive):
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if f"/{split}/" in path:
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if split == "auxiliary_train" or (self.config.name in path or self.config.name == "all"):
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+
subset = path.split("/")[-1].rsplit("_",1)[0] if split != "auxiliary_train" else ""
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n_yielded_files += 1
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lines = (line.decode("utf-8") for line in file)
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reader = csv.reader(lines)
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for id_line, data in enumerate(reader):
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+
yield f"{id_file}_{id_line}", {"question": data[0], "choices": data[1:5], "answer": data[5], "subject": subset}
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#else:
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#print("KO", path)
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#else:
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