diff --git a/README.md b/README.md
index 6fc09eee6bcbd2fc40eb3a4e9e8e092c23035850..04362b802f48a77ba7927414dbb2b866c4710a0f 100644
--- a/README.md
+++ b/README.md
@@ -24,6 +24,28 @@ task_categories:
 task_ids: []
 paperswithcode_id: multiun
 pretty_name: MultiUN (Multilingual Corpus from United Nation Documents)
+config_names:
+- ar-de
+- ar-en
+- ar-es
+- ar-fr
+- ar-ru
+- ar-zh
+- de-en
+- de-es
+- de-fr
+- de-ru
+- de-zh
+- en-es
+- en-fr
+- en-ru
+- en-zh
+- es-fr
+- es-ru
+- es-zh
+- fr-ru
+- fr-zh
+- ru-zh
 dataset_info:
 - config_name: ar-de
   features:
@@ -35,10 +57,10 @@ dataset_info:
         - de
   splits:
   - name: train
-    num_bytes: 94466397
+    num_bytes: 94466261
     num_examples: 165090
-  download_size: 21869935
-  dataset_size: 94466397
+  download_size: 41124373
+  dataset_size: 94466261
 - config_name: ar-en
   features:
   - name: translation
@@ -49,10 +71,10 @@ dataset_info:
         - en
   splits:
   - name: train
-    num_bytes: 4189852369
+    num_bytes: 4189844561
     num_examples: 9759125
-  download_size: 1036296368
-  dataset_size: 4189852369
+  download_size: 1926776740
+  dataset_size: 4189844561
 - config_name: ar-es
   features:
   - name: translation
@@ -63,10 +85,10 @@ dataset_info:
         - es
   splits:
   - name: train
-    num_bytes: 4509675284
+    num_bytes: 4509667188
     num_examples: 10119379
-  download_size: 1101206667
-  dataset_size: 4509675284
+  download_size: 2069474168
+  dataset_size: 4509667188
 - config_name: ar-fr
   features:
   - name: translation
@@ -77,10 +99,10 @@ dataset_info:
         - fr
   splits:
   - name: train
-    num_bytes: 4516850009
+    num_bytes: 4516842065
     num_examples: 9929567
-  download_size: 1109705925
-  dataset_size: 4516850009
+  download_size: 2083442998
+  dataset_size: 4516842065
 - config_name: ar-ru
   features:
   - name: translation
@@ -91,10 +113,10 @@ dataset_info:
         - ru
   splits:
   - name: train
-    num_bytes: 5932866867
+    num_bytes: 5932858699
     num_examples: 10206243
-  download_size: 1261123878
-  dataset_size: 5932866867
+  download_size: 2544128334
+  dataset_size: 5932858699
 - config_name: ar-zh
   features:
   - name: translation
@@ -105,10 +127,10 @@ dataset_info:
         - zh
   splits:
   - name: train
-    num_bytes: 3781658413
+    num_bytes: 3781650541
     num_examples: 9832293
-  download_size: 1009696775
-  dataset_size: 3781658413
+  download_size: 1829880809
+  dataset_size: 3781650541
 - config_name: de-en
   features:
   - name: translation
@@ -119,10 +141,10 @@ dataset_info:
         - en
   splits:
   - name: train
-    num_bytes: 76684549
+    num_bytes: 76684413
     num_examples: 162981
-  download_size: 19468529
-  dataset_size: 76684549
+  download_size: 35105094
+  dataset_size: 76684413
 - config_name: de-es
   features:
   - name: translation
@@ -133,10 +155,10 @@ dataset_info:
         - es
   splits:
   - name: train
-    num_bytes: 80936653
+    num_bytes: 80936517
     num_examples: 162078
-  download_size: 20266591
-  dataset_size: 80936653
+  download_size: 37042740
+  dataset_size: 80936517
 - config_name: de-fr
   features:
   - name: translation
@@ -147,10 +169,10 @@ dataset_info:
         - fr
   splits:
   - name: train
-    num_bytes: 81888435
+    num_bytes: 81888299
     num_examples: 164025
-  download_size: 20692837
-  dataset_size: 81888435
+  download_size: 37827000
+  dataset_size: 81888299
 - config_name: de-ru
   features:
   - name: translation
@@ -161,10 +183,10 @@ dataset_info:
         - ru
   splits:
   - name: train
-    num_bytes: 111517934
+    num_bytes: 111517798
     num_examples: 164792
-  download_size: 23507789
-  dataset_size: 111517934
+  download_size: 46723695
+  dataset_size: 111517798
 - config_name: de-zh
   features:
   - name: translation
@@ -175,10 +197,10 @@ dataset_info:
         - zh
   splits:
   - name: train
-    num_bytes: 70534818
+    num_bytes: 70534674
     num_examples: 176933
-  download_size: 19927209
-  dataset_size: 70534818
+  download_size: 34964647
+  dataset_size: 70534674
 - config_name: en-es
   features:
   - name: translation
@@ -189,10 +211,10 @@ dataset_info:
         - es
   splits:
   - name: train
-    num_bytes: 4128141663
+    num_bytes: 4128132575
     num_examples: 11350967
-  download_size: 1123164180
-  dataset_size: 4128141663
+  download_size: 2030826335
+  dataset_size: 4128132575
 - config_name: en-fr
   features:
   - name: translation
@@ -203,10 +225,10 @@ dataset_info:
         - fr
   splits:
   - name: train
-    num_bytes: 4678055160
+    num_bytes: 4678044616
     num_examples: 13172019
-  download_size: 1355002731
-  dataset_size: 4678055160
+  download_size: 2312275443
+  dataset_size: 4678044616
 - config_name: en-ru
   features:
   - name: translation
@@ -217,10 +239,10 @@ dataset_info:
         - ru
   splits:
   - name: train
-    num_bytes: 5632662839
+    num_bytes: 5632653511
     num_examples: 11654416
-  download_size: 1285801078
-  dataset_size: 5632662839
+  download_size: 2523567444
+  dataset_size: 5632653511
 - config_name: en-zh
   features:
   - name: translation
@@ -231,10 +253,10 @@ dataset_info:
         - zh
   splits:
   - name: train
-    num_bytes: 2960376046
+    num_bytes: 2960368390
     num_examples: 9564315
-  download_size: 900076520
-  dataset_size: 2960376046
+  download_size: 1557547095
+  dataset_size: 2960368390
 - config_name: es-fr
   features:
   - name: translation
@@ -245,10 +267,10 @@ dataset_info:
         - fr
   splits:
   - name: train
-    num_bytes: 4454712498
+    num_bytes: 4454703338
     num_examples: 11441889
-  download_size: 1195733510
-  dataset_size: 4454712498
+  download_size: 2187539838
+  dataset_size: 4454703338
 - config_name: es-ru
   features:
   - name: translation
@@ -259,10 +281,10 @@ dataset_info:
         - ru
   splits:
   - name: train
-    num_bytes: 5442655730
+    num_bytes: 5442647242
     num_examples: 10605056
-  download_size: 1228045966
-  dataset_size: 5442655730
+  download_size: 2432480744
+  dataset_size: 5442647242
 - config_name: es-zh
   features:
   - name: translation
@@ -273,10 +295,10 @@ dataset_info:
         - zh
   splits:
   - name: train
-    num_bytes: 3223871198
+    num_bytes: 3223863318
     num_examples: 9847770
-  download_size: 953250084
-  dataset_size: 3223871198
+  download_size: 1676774308
+  dataset_size: 3223863318
 - config_name: fr-ru
   features:
   - name: translation
@@ -287,10 +309,10 @@ dataset_info:
         - ru
   splits:
   - name: train
-    num_bytes: 5979879089
+    num_bytes: 5979869673
     num_examples: 11761738
-  download_size: 1364307157
-  dataset_size: 5979879089
+  download_size: 2690520032
+  dataset_size: 5979869673
 - config_name: fr-zh
   features:
   - name: translation
@@ -301,10 +323,10 @@ dataset_info:
         - zh
   splits:
   - name: train
-    num_bytes: 3241098333
+    num_bytes: 3241090573
     num_examples: 9690914
-  download_size: 962824881
-  dataset_size: 3241098333
+  download_size: 1693120344
+  dataset_size: 3241090573
 - config_name: ru-zh
   features:
   - name: translation
@@ -315,32 +337,95 @@ dataset_info:
         - zh
   splits:
   - name: train
-    num_bytes: 4233875537
+    num_bytes: 4233867889
     num_examples: 9557007
-  download_size: 1037881127
-  dataset_size: 4233875537
-config_names:
-- ar-de
-- ar-en
-- ar-es
-- ar-fr
-- ar-ru
-- ar-zh
-- de-en
-- de-es
-- de-fr
-- de-ru
-- de-zh
-- en-es
-- en-fr
-- en-ru
-- en-zh
-- es-fr
-- es-ru
-- es-zh
-- fr-ru
-- fr-zh
-- ru-zh
+  download_size: 1984600328
+  dataset_size: 4233867889
+configs:
+- config_name: ar-de
+  data_files:
+  - split: train
+    path: ar-de/train-*
+- config_name: ar-en
+  data_files:
+  - split: train
+    path: ar-en/train-*
+- config_name: ar-es
+  data_files:
+  - split: train
+    path: ar-es/train-*
+- config_name: ar-fr
+  data_files:
+  - split: train
+    path: ar-fr/train-*
+- config_name: ar-ru
+  data_files:
+  - split: train
+    path: ar-ru/train-*
+- config_name: ar-zh
+  data_files:
+  - split: train
+    path: ar-zh/train-*
+- config_name: de-en
+  data_files:
+  - split: train
+    path: de-en/train-*
+- config_name: de-es
+  data_files:
+  - split: train
+    path: de-es/train-*
+- config_name: de-fr
+  data_files:
+  - split: train
+    path: de-fr/train-*
+- config_name: de-ru
+  data_files:
+  - split: train
+    path: de-ru/train-*
+- config_name: de-zh
+  data_files:
+  - split: train
+    path: de-zh/train-*
+- config_name: en-es
+  data_files:
+  - split: train
+    path: en-es/train-*
+- config_name: en-fr
+  data_files:
+  - split: train
+    path: en-fr/train-*
+- config_name: en-ru
+  data_files:
+  - split: train
+    path: en-ru/train-*
+- config_name: en-zh
+  data_files:
+  - split: train
+    path: en-zh/train-*
+- config_name: es-fr
+  data_files:
+  - split: train
+    path: es-fr/train-*
+- config_name: es-ru
+  data_files:
+  - split: train
+    path: es-ru/train-*
+- config_name: es-zh
+  data_files:
+  - split: train
+    path: es-zh/train-*
+- config_name: fr-ru
+  data_files:
+  - split: train
+    path: fr-ru/train-*
+- config_name: fr-zh
+  data_files:
+  - split: train
+    path: fr-zh/train-*
+- config_name: ru-zh
+  data_files:
+  - split: train
+    path: ru-zh/train-*
 ---
 
 # Dataset Card for OPUS MultiUN
diff --git a/ar-de/train-00000-of-00001.parquet b/ar-de/train-00000-of-00001.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..0c4de1ce3f89258ecd4433e279012330b55103df
--- /dev/null
+++ b/ar-de/train-00000-of-00001.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e65ed00d5ddf0a1df4119436962c4a28f41b595dc07a06cab5c6bcb288369ab3
+size 41124373
diff --git a/ar-en/train-00000-of-00009.parquet b/ar-en/train-00000-of-00009.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..1b42b3d99cb0b1f0a0ce2328011e550e4197af26
--- /dev/null
+++ b/ar-en/train-00000-of-00009.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:da5659b8e048726ef24dc7c1df8d16b15b81819dac05de4523c1e968515cb435
+size 215452068
diff --git a/ar-en/train-00001-of-00009.parquet b/ar-en/train-00001-of-00009.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..aefde611cd448d1829f7a8a0021b91f6c5a7b2d8
--- /dev/null
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+oid sha256:3dfb584936a463b289ae4e5d3d6dbebae1b6efdef9e5ed4d2445d457067c09b0
+size 213232824
diff --git a/ar-en/train-00002-of-00009.parquet b/ar-en/train-00002-of-00009.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..f48018148c6cc6757960b83b2ed8db56d0309a0b
--- /dev/null
+++ b/ar-en/train-00002-of-00009.parquet
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+size 216276519
diff --git a/ar-en/train-00003-of-00009.parquet b/ar-en/train-00003-of-00009.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..0fa188c27584b2d12af8ca9e62e26551b5001668
--- /dev/null
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+size 214601646
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new file mode 100644
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+size 218127720
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new file mode 100644
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+size 212363437
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new file mode 100644
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new file mode 100644
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diff --git a/un_multi.py b/un_multi.py
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-# coding=utf-8
-# Copyright 2020 The HuggingFace Datasets Authors.
-#
-# 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.
-"""MultiUN: Multilingual UN Parallel Text 2000—2009"""
-
-
-import itertools
-import os
-
-import datasets
-
-
-_CITATION = """\
-@inproceedings{eisele-chen-2010-multiun,
-    title = "{M}ulti{UN}: A Multilingual Corpus from United Nation Documents",
-    author = "Eisele, Andreas  and
-      Chen, Yu",
-    booktitle = "Proceedings of the Seventh International Conference on Language Resources and Evaluation ({LREC}'10)",
-    month = may,
-    year = "2010",
-    address = "Valletta, Malta",
-    publisher = "European Language Resources Association (ELRA)",
-    url = "http://www.lrec-conf.org/proceedings/lrec2010/pdf/686_Paper.pdf",
-    abstract = "This paper describes the acquisition, preparation and properties of a corpus extracted from the official documents of the United Nations (UN). This corpus is available in all 6 official languages of the UN, consisting of around 300 million words per language. We describe the methods we used for crawling, document formatting, and sentence alignment. This corpus also includes a common test set for machine translation. We present the results of a French-Chinese machine translation experiment performed on this corpus.",
-}
-
-@InProceedings{TIEDEMANN12.463,
-  author = {J�rg Tiedemann},
-  title = {Parallel Data, Tools and Interfaces in OPUS},
-  booktitle = {Proceedings of the Eight International Conference on Language Resources and Evaluation (LREC'12)},
-  year = {2012},
-  month = {may},
-  date = {23-25},
-  address = {Istanbul, Turkey},
-  editor = {Nicoletta Calzolari (Conference Chair) and Khalid Choukri and Thierry Declerck and Mehmet Ugur Dogan and Bente Maegaard and Joseph Mariani and Jan Odijk and Stelios Piperidis},
-  publisher = {European Language Resources Association (ELRA)},
-  isbn = {978-2-9517408-7-7},
-}
-"""
-
-
-_DESCRIPTION = """\
-This is a collection of translated documents from the United Nations. \
-This corpus is available in all 6 official languages of the UN, \
-consisting of around 300 million words per language
-"""
-
-
-# Original:
-# _HOMEPAGE = "http://www.euromatrixplus.net/multi-un/"
-_HOMEPAGE = "https://opus.nlpl.eu/MultiUN/corpus/version/MultiUN"
-
-_LANGUAGES = ["ar", "de", "en", "es", "fr", "ru", "zh"]
-_LANGUAGE_PAIRS = list(itertools.combinations(_LANGUAGES, 2))
-
-_BASE_URL = "https://object.pouta.csc.fi/OPUS-MultiUN/v1/moses"
-_URLS = {f"{l1}-{l2}": f"{_BASE_URL}/{l1}-{l2}.txt.zip" for l1, l2 in _LANGUAGE_PAIRS}
-
-
-class UnMulti(datasets.GeneratorBasedBuilder):
-    """MultiUN: Multilingual UN Parallel Text 2000—2009"""
-
-    VERSION = datasets.Version("1.0.0")
-
-    BUILDER_CONFIGS = [
-        datasets.BuilderConfig(name=f"{l1}-{l2}", version=datasets.Version("1.0.0"), description=f"MultiUN {l1}-{l2}")
-        for l1, l2 in _LANGUAGE_PAIRS
-    ]
-
-    def _info(self):
-        return datasets.DatasetInfo(
-            description=_DESCRIPTION,
-            features=datasets.Features(
-                {"translation": datasets.features.Translation(languages=tuple(self.config.name.split("-")))}
-            ),
-            supervised_keys=None,
-            homepage=_HOMEPAGE,
-            citation=_CITATION,
-        )
-
-    def _split_generators(self, dl_manager):
-        """Returns SplitGenerators."""
-        lang_pair = self.config.name.split("-")
-        data_dir = dl_manager.download_and_extract(_URLS[self.config.name])
-        return [
-            datasets.SplitGenerator(
-                name=datasets.Split.TRAIN,
-                gen_kwargs={
-                    "source_file": os.path.join(data_dir, f"MultiUN.{self.config.name}.{lang_pair[0]}"),
-                    "target_file": os.path.join(data_dir, f"MultiUN.{self.config.name}.{lang_pair[1]}"),
-                },
-            ),
-        ]
-
-    def _generate_examples(self, source_file, target_file):
-        source, target = tuple(self.config.name.split("-"))
-        with open(source_file, encoding="utf-8") as src_f, open(target_file, encoding="utf-8") as tgt_f:
-            for idx, (l1, l2) in enumerate(zip(src_f, tgt_f)):
-                result = {"translation": {source: l1.strip(), target: l2.strip()}}
-                yield idx, result