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diff --git a/README.md b/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..ca7c479963eb0125a7234de1d853f04f834850c7
--- /dev/null
+++ b/README.md
@@ -0,0 +1,38 @@
+
+annotations_creators:
+- expert-generated
+
+language:
+- ar
+- bn
+- en
+- es
+- fa
+- fi
+- fr
+- hi
+- id
+- ja
+- ko
+- ru
+- sw
+- te
+- th
+- zh
+
+
+
+multilinguality:
+- multilingual
+
+pretty_name: MIRACL-corpus
+size_categories: []
+source_datasets: []
+tags: []
+
+task_categories:
+- text-retrieval
+
+
+task_ids:
+- document-retrieval
\ No newline at end of file
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diff --git a/miracl-corpus.py b/miracl-corpus.py
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+# coding=utf-8
+# 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.
+
+# Lint as: python3
+
+import json
+
+import datasets
+from dataclasses import dataclass
+
+_CITATION = '''
+'''
+
+languages2filesize = { 
+    'ar': 5,
+    'bn': 1,
+    'en': 66 ,
+    'es': 21,
+    'fa': 5,
+    'fi': 4,
+    'fr': 30,
+    'hi': 2,
+    'id': 3,
+    'ja': 14,
+    'ko': 3,
+    'ru': 20,
+    'sw': 1,
+    'te': 2,
+    'th': 2,
+    'zh': 10,
+}
+
+_DESCRIPTION = 'dataset load script for MIRACL'
+
+_DATASET_URLS = {
+    lang: {
+        'train': [
+            f'https://huggingface.co/datasets/MIRACL/miracl-corpus/resolve/main/miracl-corpus-v1.0-{lang}/docs-{i}.jsonl.gz' for i in range(n)
+        ]
+    } for lang, n in languages2filesize.items()
+}
+
+
+class MIRACLCorpus(datasets.GeneratorBasedBuilder):
+    BUILDER_CONFIGS = [
+        datasets.BuilderConfig(
+            version=datasets.Version('1.1.0'),
+            name=lang, 
+            description=f'MIRACL dataset in language {lang}.'
+        ) for lang in languages2filesize
+    ]
+
+    def _info(self):
+        features = datasets.Features({
+            'docid': datasets.Value('string'), 
+            'title': datasets.Value('string'),
+            'text': datasets.Value('string'),
+        })
+
+        return datasets.DatasetInfo(
+            # This is the description that will appear on the datasets page.
+            description=_DESCRIPTION,
+            # This defines the different columns of the dataset and their types
+            features=features,  # Here we define them above because they are different between the two configurations
+            supervised_keys=None,
+            # Homepage of the dataset for documentation
+            homepage='https://project-miracl.github.io',
+            # License for the dataset if available
+            license='',
+            # Citation for the dataset
+            citation=_CITATION,
+        )
+
+    def _split_generators(self, dl_manager):
+        lang = self.config.name
+        downloaded_files = dl_manager.download_and_extract(_DATASET_URLS[lang])
+
+        splits = [
+            datasets.SplitGenerator(
+                name='train',
+                gen_kwargs={
+                    'filepaths': downloaded_files['train'],
+                },
+            ),
+        ]
+        return splits
+
+    def _generate_examples(self, filepaths):
+        for filepath in sorted(filepaths):
+            with open(filepath, encoding="utf-8") as f:
+                for line in f:
+                    data = json.loads(line)
+                    yield data['docid'], data