Convert dataset to Parquet

data.zip → 2wikimqa/test-00000-of-00001.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:cb45b11a4133c6bc1d6a44b0f8e701335ff1e543195db1103472e575857f7f64
-size 113932529
+oid sha256:4cc25ddd4bc9ab1db7f99898a17ded22e7c39bb606bb85980debd0c309bced07
+size 3595131

2wikimqa_e/test-00000-of-00001.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f1047bd5ae8be309afe6a8177eb8a384d5b33bff46d0a664a86bcec7a6d68dc7
+size 6782587

LongBench.py

@@ -1,127 +0,0 @@
-# Copyright 2020 The HuggingFace Datasets Authors and the current dataset script contributor.
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-import os
-
-import datasets
-import json
-
-
-_DESCRIPTION = """\
-LongBench is a comprehensive benchmark for multilingual and multi-task purposes, with the goal to fully measure and evaluate the ability of pre-trained language models to understand long text. This dataset consists of twenty different tasks, covering key long-text application scenarios such as multi-document QA, single-document QA, summarization, few-shot learning, synthetic tasks, and code completion.
-"""
-
-_HOMEPAGE = "https://github.com/THUDM/LongBench"
-
-
-_URL = r"https://huggingface.co/datasets/THUDM/LongBench/resolve/main/data.zip"
-
-task_list = [
-    "narrativeqa",
-    "qasper",
-    "multifieldqa_en",
-    "multifieldqa_zh",
-    "hotpotqa",
-    "2wikimqa",
-    "musique",
-    "dureader",
-    "gov_report",
-    "qmsum",
-    "multi_news",
-    "vcsum",
-    "trec",
-    "triviaqa",
-    "samsum",
-    "lsht",
-    "passage_count",
-    "passage_retrieval_en",
-    "passage_retrieval_zh",
-    "lcc",
-    "repobench-p",
-    "qasper_e",
-    "multifieldqa_en_e",
-    "hotpotqa_e",
-    "2wikimqa_e",
-    "gov_report_e",
-    "multi_news_e",
-    "trec_e",
-    "triviaqa_e",
-    "samsum_e",
-    "passage_count_e",
-    "passage_retrieval_en_e",
-    "lcc_e",
-    "repobench-p_e"
-]
-
-
-class LongBenchConfig(datasets.BuilderConfig):
-    def __init__(self, **kwargs):
-        super().__init__(version=datasets.Version("1.0.0"), **kwargs)
-
-
-class LongBench(datasets.GeneratorBasedBuilder):
-    BUILDER_CONFIGS = [
-        LongBenchConfig(
-            name=task_name,
-        )
-        for task_name in task_list
-    ]
-
-    def _info(self):
-        features = datasets.Features(
-            {
-                "input": datasets.Value("string"), 
-                "context": datasets.Value("string"), 
-                "answers": [datasets.Value("string")], 
-                "length": datasets.Value("int32"), 
-                "dataset": datasets.Value("string"), 
-                "language": datasets.Value("string"), 
-                "all_classes": [datasets.Value("string")],
-                "_id": datasets.Value("string"), 
-            }
-        )
-        return datasets.DatasetInfo(
-            description=_DESCRIPTION,
-            features=features,
-            homepage=_HOMEPAGE,
-        )
-
-    def _split_generators(self, dl_manager):
-        data_dir = dl_manager.download_and_extract(_URL)
-        task_name = self.config.name
-        return [
-            datasets.SplitGenerator(
-                name=datasets.Split.TEST,
-                gen_kwargs={
-                    "filepath": os.path.join(
-                        data_dir, "data", f"{task_name}.jsonl"
-                    ),
-                },
-            )
-        ]
-
-    def _generate_examples(self, filepath):
-        with open(filepath, encoding="utf-8") as f:
-            for idx, line in enumerate(f):
-                key = f"{self.config.name}-{idx}"
-                item = json.loads(line)
-                yield key, {
-                    "input": item["input"],
-                    "context": item["context"],
-                    "answers": item["answers"],
-                    "length": item["length"],
-                    "dataset": item["dataset"],
-                    "language": item["language"],
-                    "_id": item["_id"],
-                    "all_classes": item["all_classes"],
-                }

README.md

@@ -1,17 +1,971 @@
 ---
+language:
+- en
+- zh
+size_categories:
+- 1K<n<10K
 task_categories:
 - question-answering
 - text-generation
 - summarization
 - conversational
 - text-classification
-language:
-- en
-- zh
 tags:
 - Long Context
-size_categories:
-- 1K<n<10K
+dataset_info:
+- config_name: 2wikimqa
+  features:
+  - name: input
+    dtype: string
+  - name: context
+    dtype: string
+  - name: answers
+    list: string
+  - name: length
+    dtype: int32
+  - name: dataset
+    dtype: string
+  - name: language
+    dtype: string
+  - name: all_classes
+    list: string
+  - name: _id
+    dtype: string
+  splits:
+  - name: test
+    num_bytes: 5982997
+    num_examples: 200
+  download_size: 3595131
+  dataset_size: 5982997
+- config_name: 2wikimqa_e
+  features:
+  - name: input
+    dtype: string
+  - name: context
+    dtype: string
+  - name: answers
+    list: string
+  - name: length
+    dtype: int32
+  - name: dataset
+    dtype: string
+  - name: language
+    dtype: string
+  - name: all_classes
+    list: string
+  - name: _id
+    dtype: string
+  splits:
+  - name: test
+    num_bytes: 11331920
+    num_examples: 300
+  download_size: 6782587
+  dataset_size: 11331920
+- config_name: dureader
+  features:
+  - name: input
+    dtype: string
+  - name: context
+    dtype: string
+  - name: answers
+    list: string
+  - name: length
+    dtype: int32
+  - name: dataset
+    dtype: string
+  - name: language
+    dtype: string
+  - name: all_classes
+    list: string
+  - name: _id
+    dtype: string
+  splits:
+  - name: test
+    num_bytes: 8212951
+    num_examples: 200
+  download_size: 5167177
+  dataset_size: 8212951
+- config_name: gov_report
+  features:
+  - name: input
+    dtype: string
+  - name: context
+    dtype: string
+  - name: answers
+    list: string
+  - name: length
+    dtype: int32
+  - name: dataset
+    dtype: string
+  - name: language
+    dtype: string
+  - name: all_classes
+    list: string
+  - name: _id
+    dtype: string
+  splits:
+  - name: test
+    num_bytes: 11593569
+    num_examples: 200
+  download_size: 5504355
+  dataset_size: 11593569
+- config_name: gov_report_e
+  features:
+  - name: input
+    dtype: string
+  - name: context
+    dtype: string
+  - name: answers
+    list: string
+  - name: length
+    dtype: int32
+  - name: dataset
+    dtype: string
+  - name: language
+    dtype: string
+  - name: all_classes
+    list: string
+  - name: _id
+    dtype: string
+  splits:
+  - name: test
+    num_bytes: 14263436
+    num_examples: 300
+  download_size: 6669354
+  dataset_size: 14263436
+- config_name: hotpotqa
+  features:
+  - name: input
+    dtype: string
+  - name: context
+    dtype: string
+  - name: answers
+    list: string
+  - name: length
+    dtype: int32
+  - name: dataset
+    dtype: string
+  - name: language
+    dtype: string
+  - name: all_classes
+    list: string
+  - name: _id
+    dtype: string
+  splits:
+  - name: test
+    num_bytes: 11379153
+    num_examples: 200
+  download_size: 6626936
+  dataset_size: 11379153
+- config_name: hotpotqa_e
+  features:
+  - name: input
+    dtype: string
+  - name: context
+    dtype: string
+  - name: answers
+    list: string
+  - name: length
+    dtype: int32
+  - name: dataset
+    dtype: string
+  - name: language
+    dtype: string
+  - name: all_classes
+    list: string
+  - name: _id
+    dtype: string
+  splits:
+  - name: test
+    num_bytes: 12324268
+    num_examples: 300
+  download_size: 7196922
+  dataset_size: 12324268
+- config_name: lcc
+  features:
+  - name: input
+    dtype: string
+  - name: context
+    dtype: string
+  - name: answers
+    list: string
+  - name: length
+    dtype: int32
+  - name: dataset
+    dtype: string
+  - name: language
+    dtype: string
+  - name: all_classes
+    list: string
+  - name: _id
+    dtype: string
+  splits:
+  - name: test
+    num_bytes: 6878988
+    num_examples: 500
+  download_size: 2348393
+  dataset_size: 6878988
+- config_name: lcc_e
+  features:
+  - name: input
+    dtype: string
+  - name: context
+    dtype: string
+  - name: answers
+    list: string
+  - name: length
+    dtype: int32
+  - name: dataset
+    dtype: string
+  - name: language
+    dtype: string
+  - name: all_classes
+    list: string
+  - name: _id
+    dtype: string
+  splits:
+  - name: test
+    num_bytes: 17755543
+    num_examples: 300
+  download_size: 5530346
+  dataset_size: 17755543
+- config_name: lsht
+  features:
+  - name: input
+    dtype: string
+  - name: context
+    dtype: string
+  - name: answers
+    list: string
+  - name: length
+    dtype: int32
+  - name: dataset
+    dtype: string
+  - name: language
+    dtype: string
+  - name: all_classes
+    list: string
+  - name: _id
+    dtype: string
+  splits:
+  - name: test
+    num_bytes: 13005634
+    num_examples: 200
+  download_size: 8143066
+  dataset_size: 13005634
+- config_name: multi_news
+  features:
+  - name: input
+    dtype: string
+  - name: context
+    dtype: string
+  - name: answers
+    list: string
+  - name: length
+    dtype: int32
+  - name: dataset
+    dtype: string
+  - name: language
+    dtype: string
+  - name: all_classes
+    list: string
+  - name: _id
+    dtype: string
+  splits:
+  - name: test
+    num_bytes: 2715969
+    num_examples: 200
+  download_size: 1501391
+  dataset_size: 2715969
+- config_name: multi_news_e
+  features:
+  - name: input
+    dtype: string
+  - name: context
+    dtype: string
+  - name: answers
+    list: string
+  - name: length
+    dtype: int32
+  - name: dataset
+    dtype: string
+  - name: language
+    dtype: string
+  - name: all_classes
+    list: string
+  - name: _id
+    dtype: string
+  splits:
+  - name: test
+    num_bytes: 11308405
+    num_examples: 294
+  download_size: 5833166
+  dataset_size: 11308405
+- config_name: multifieldqa_en
+  features:
+  - name: input
+    dtype: string
+  - name: context
+    dtype: string
+  - name: answers
+    list: string
+  - name: length
+    dtype: int32
+  - name: dataset
+    dtype: string
+  - name: language
+    dtype: string
+  - name: all_classes
+    list: string
+  - name: _id
+    dtype: string
+  splits:
+  - name: test
+    num_bytes: 4427988
+    num_examples: 150
+  download_size: 1850093
+  dataset_size: 4427988
+- config_name: multifieldqa_en_e
+  features:
+  - name: input
+    dtype: string
+  - name: context
+    dtype: string
+  - name: answers
+    list: string
+  - name: length
+    dtype: int32
+  - name: dataset
+    dtype: string
+  - name: language
+    dtype: string
+  - name: all_classes
+    list: string
+  - name: _id
+    dtype: string
+  splits:
+  - name: test
+    num_bytes: 4428288
+    num_examples: 150
+  download_size: 1829910
+  dataset_size: 4428288
+- config_name: multifieldqa_zh
+  features:
+  - name: input
+    dtype: string
+  - name: context
+    dtype: string
+  - name: answers
+    list: string
+  - name: length
+    dtype: int32
+  - name: dataset
+    dtype: string
+  - name: language
+    dtype: string
+  - name: all_classes
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+  - name: _id
+    dtype: string
+  splits:
+  - name: test
+    num_bytes: 3541307
+    num_examples: 200
+  download_size: 1447281
+  dataset_size: 3541307
+- config_name: musique
+  features:
+  - name: input
+    dtype: string
+  - name: context
+    dtype: string
+  - name: answers
+    list: string
+  - name: length
+    dtype: int32
+  - name: dataset
+    dtype: string
+  - name: language
+    dtype: string
+  - name: all_classes
+    list: string
+  - name: _id
+    dtype: string
+  splits:
+  - name: test
+    num_bytes: 13965034
+    num_examples: 200
+  download_size: 8130878
+  dataset_size: 13965034
+- config_name: narrativeqa
+  features:
+  - name: input
+    dtype: string
+  - name: context
+    dtype: string
+  - name: answers
+    list: string
+  - name: length
+    dtype: int32
+  - name: dataset
+    dtype: string
+  - name: language
+    dtype: string
+  - name: all_classes
+    list: string
+  - name: _id
+    dtype: string
+  splits:
+  - name: test
+    num_bytes: 21682299
+    num_examples: 200
+  download_size: 1308980
+  dataset_size: 21682299
+- config_name: passage_count
+  features:
+  - name: input
+    dtype: string
+  - name: context
+    dtype: string
+  - name: answers
+    list: string
+  - name: length
+    dtype: int32
+  - name: dataset
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+  - name: language
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+  - name: _id
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+  splits:
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+    num_examples: 200
+  download_size: 4953911
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+- config_name: passage_count_e
+  features:
+  - name: input
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+  - name: context
+    dtype: string
+  - name: answers
+    list: string
+  - name: length
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+  - name: dataset
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+  - name: language
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+  - name: all_classes
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+  - name: _id
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+  splits:
+  - name: test
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+    num_examples: 300
+  download_size: 3868032
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+- config_name: passage_retrieval_en
+  features:
+  - name: input
+    dtype: string
+  - name: context
+    dtype: string
+  - name: answers
+    list: string
+  - name: length
+    dtype: int32
+  - name: dataset
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+  - name: language
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+  - name: all_classes
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+  - name: _id
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+  splits:
+  - name: test
+    num_bytes: 11234534
+    num_examples: 200
+  download_size: 7041865
+  dataset_size: 11234534
+- config_name: passage_retrieval_en_e
+  features:
+  - name: input
+    dtype: string
+  - name: context
+    dtype: string
+  - name: answers
+    list: string
+  - name: length
+    dtype: int32
+  - name: dataset
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+  - name: language
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+  - name: all_classes
+    list: string
+  - name: _id
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+  - name: test
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+    num_examples: 300
+  download_size: 6962499
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+- config_name: passage_retrieval_zh
+  features:
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+    dtype: string
+  - name: context
+    dtype: string
+  - name: answers
+    list: string
+  - name: length
+    dtype: int32
+  - name: dataset
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+  - name: language
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+  - name: all_classes
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+  - name: _id
+    dtype: string
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+    num_examples: 200
+  download_size: 2683824
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+- config_name: qasper
+  features:
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+  - name: context
+    dtype: string
+  - name: answers
+    list: string
+  - name: length
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+  - name: dataset
+    dtype: string
+  - name: language
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+  - name: all_classes
+    list: string
+  - name: _id
+    dtype: string
+  splits:
+  - name: test
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+    num_examples: 200
+  download_size: 1869662
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+- config_name: qasper_e
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+  - name: answers
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+  - name: length
+    dtype: int32
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+  - name: language
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+  - name: all_classes
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+- config_name: qmsum
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+    dtype: string
+  - name: answers
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+  - name: length
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+  - name: language
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+- config_name: repobench-p
+  features:
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+  - name: context
+    dtype: string
+  - name: answers
+    list: string
+  - name: length
+    dtype: int32
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+    dtype: string
+  - name: language
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+    num_examples: 500
+  download_size: 7757199
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+- config_name: repobench-p_e
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+  - name: answers
+    list: string
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+  - name: language
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+    num_examples: 300
+  download_size: 6633193
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+- config_name: samsum
+  features:
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+    dtype: string
+  - name: answers
+    list: string
+  - name: length
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+  - name: language
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+  - name: _id
+    dtype: string
+  splits:
+  - name: test
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+    num_examples: 200
+  download_size: 4115281
+  dataset_size: 6968716
+- config_name: samsum_e
+  features:
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+  - name: context
+    dtype: string
+  - name: answers
+    list: string
+  - name: length
+    dtype: int32
+  - name: dataset
+    dtype: string
+  - name: language
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+  - name: _id
+    dtype: string
+  splits:
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+    num_examples: 300
+  download_size: 6087327
+  dataset_size: 10304915
+- config_name: trec
+  features:
+  - name: input
+    dtype: string
+  - name: context
+    dtype: string
+  - name: answers
+    list: string
+  - name: length
+    dtype: int32
+  - name: dataset
+    dtype: string
+  - name: language
+    dtype: string
+  - name: all_classes
+    list: string
+  - name: _id
+    dtype: string
+  splits:
+  - name: test
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+    num_examples: 200
+  download_size: 2676502
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+- config_name: trec_e
+  features:
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+    dtype: string
+  - name: context
+    dtype: string
+  - name: answers
+    list: string
+  - name: length
+    dtype: int32
+  - name: dataset
+    dtype: string
+  - name: language
+    dtype: string
+  - name: all_classes
+    list: string
+  - name: _id
+    dtype: string
+  splits:
+  - name: test
+    num_bytes: 11182248
+    num_examples: 300
+  download_size: 4866603
+  dataset_size: 11182248
+- config_name: triviaqa
+  features:
+  - name: input
+    dtype: string
+  - name: context
+    dtype: string
+  - name: answers
+    list: string
+  - name: length
+    dtype: int32
+  - name: dataset
+    dtype: string
+  - name: language
+    dtype: string
+  - name: all_classes
+    list: string
+  - name: _id
+    dtype: string
+  splits:
+  - name: test
+    num_bytes: 10153425
+    num_examples: 200
+  download_size: 6295606
+  dataset_size: 10153425
+- config_name: triviaqa_e
+  features:
+  - name: input
+    dtype: string
+  - name: context
+    dtype: string
+  - name: answers
+    list: string
+  - name: length
+    dtype: int32
+  - name: dataset
+    dtype: string
+  - name: language
+    dtype: string
+  - name: all_classes
+    list: string
+  - name: _id
+    dtype: string
+  splits:
+  - name: test
+    num_bytes: 12465195
+    num_examples: 300
+  download_size: 7550236
+  dataset_size: 12465195
+- config_name: vcsum
+  features:
+  - name: input
+    dtype: string
+  - name: context
+    dtype: string
+  - name: answers
+    list: string
+  - name: length
+    dtype: int32
+  - name: dataset
+    dtype: string
+  - name: language
+    dtype: string
+  - name: all_classes
+    list: string
+  - name: _id
+    dtype: string
+  splits:
+  - name: test
+    num_bytes: 8890955
+    num_examples: 200
+  download_size: 5131144
+  dataset_size: 8890955
+configs:
+- config_name: 2wikimqa
+  data_files:
+  - split: test
+    path: 2wikimqa/test-*
+- config_name: 2wikimqa_e
+  data_files:
+  - split: test
+    path: 2wikimqa_e/test-*
+- config_name: dureader
+  data_files:
+  - split: test
+    path: dureader/test-*
+- config_name: gov_report
+  data_files:
+  - split: test
+    path: gov_report/test-*
+- config_name: gov_report_e
+  data_files:
+  - split: test
+    path: gov_report_e/test-*
+- config_name: hotpotqa
+  data_files:
+  - split: test
+    path: hotpotqa/test-*
+- config_name: hotpotqa_e
+  data_files:
+  - split: test
+    path: hotpotqa_e/test-*
+- config_name: lcc
+  data_files:
+  - split: test
+    path: lcc/test-*
+- config_name: lcc_e
+  data_files:
+  - split: test
+    path: lcc_e/test-*
+- config_name: lsht
+  data_files:
+  - split: test
+    path: lsht/test-*
+- config_name: multi_news
+  data_files:
+  - split: test
+    path: multi_news/test-*
+- config_name: multi_news_e
+  data_files:
+  - split: test
+    path: multi_news_e/test-*
+- config_name: multifieldqa_en
+  data_files:
+  - split: test
+    path: multifieldqa_en/test-*
+- config_name: multifieldqa_en_e
+  data_files:
+  - split: test
+    path: multifieldqa_en_e/test-*
+- config_name: multifieldqa_zh
+  data_files:
+  - split: test
+    path: multifieldqa_zh/test-*
+- config_name: musique
+  data_files:
+  - split: test
+    path: musique/test-*
+- config_name: narrativeqa
+  data_files:
+  - split: test
+    path: narrativeqa/test-*
+- config_name: passage_count
+  data_files:
+  - split: test
+    path: passage_count/test-*
+- config_name: passage_count_e
+  data_files:
+  - split: test
+    path: passage_count_e/test-*
+- config_name: passage_retrieval_en
+  data_files:
+  - split: test
+    path: passage_retrieval_en/test-*
+- config_name: passage_retrieval_en_e
+  data_files:
+  - split: test
+    path: passage_retrieval_en_e/test-*
+- config_name: passage_retrieval_zh
+  data_files:
+  - split: test
+    path: passage_retrieval_zh/test-*
+- config_name: qasper
+  data_files:
+  - split: test
+    path: qasper/test-*
+- config_name: qasper_e
+  data_files:
+  - split: test
+    path: qasper_e/test-*
+- config_name: qmsum
+  data_files:
+  - split: test
+    path: qmsum/test-*
+- config_name: repobench-p
+  data_files:
+  - split: test
+    path: repobench-p/test-*
+- config_name: repobench-p_e
+  data_files:
+  - split: test
+    path: repobench-p_e/test-*
+- config_name: samsum
+  data_files:
+  - split: test
+    path: samsum/test-*
+- config_name: samsum_e
+  data_files:
+  - split: test
+    path: samsum_e/test-*
+- config_name: trec
+  data_files:
+  - split: test
+    path: trec/test-*
+- config_name: trec_e
+  data_files:
+  - split: test
+    path: trec_e/test-*
+- config_name: triviaqa
+  data_files:
+  - split: test
+    path: triviaqa/test-*
+- config_name: triviaqa_e
+  data_files:
+  - split: test
+    path: triviaqa_e/test-*
+- config_name: vcsum
+  data_files:
+  - split: test
+    path: vcsum/test-*
 ---
 
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