diff --git a/README.md b/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..1aaea8ffe074f0e2cfb6c4b45f0d4bde904a24e2
--- /dev/null
+++ b/README.md
@@ -0,0 +1,419 @@
+---
+configs:
+- config_name: default
+  data_files:
+  - path: train/*.jsonl.gz
+    split: train
+  - path: test/*.jsonl.gz
+    split: test
+  - path: validation/*.jsonl.gz
+    split: validation
+- config_name: ja-JP
+  data_files:
+  - path: train/ja-JP.jsonl.gz
+    split: train
+  - path: test/ja-JP.jsonl.gz
+    split: test
+  - path: validation/ja-JP.jsonl.gz
+    split: validation
+- config_name: am-ET
+  data_files:
+  - path: train/am-ET.jsonl.gz
+    split: train
+  - path: test/am-ET.jsonl.gz
+    split: test
+  - path: validation/am-ET.jsonl.gz
+    split: validation
+- config_name: sl-SL
+  data_files:
+  - path: train/sl-SL.jsonl.gz
+    split: train
+  - path: test/sl-SL.jsonl.gz
+    split: test
+  - path: validation/sl-SL.jsonl.gz
+    split: validation
+- config_name: te-IN
+  data_files:
+  - path: train/te-IN.jsonl.gz
+    split: train
+  - path: test/te-IN.jsonl.gz
+    split: test
+  - path: validation/te-IN.jsonl.gz
+    split: validation
+- config_name: hu-HU
+  data_files:
+  - path: train/hu-HU.jsonl.gz
+    split: train
+  - path: test/hu-HU.jsonl.gz
+    split: test
+  - path: validation/hu-HU.jsonl.gz
+    split: validation
+- config_name: hi-IN
+  data_files:
+  - path: train/hi-IN.jsonl.gz
+    split: train
+  - path: test/hi-IN.jsonl.gz
+    split: test
+  - path: validation/hi-IN.jsonl.gz
+    split: validation
+- config_name: sw-KE
+  data_files:
+  - path: train/sw-KE.jsonl.gz
+    split: train
+  - path: test/sw-KE.jsonl.gz
+    split: test
+  - path: validation/sw-KE.jsonl.gz
+    split: validation
+- config_name: ur-PK
+  data_files:
+  - path: train/ur-PK.jsonl.gz
+    split: train
+  - path: test/ur-PK.jsonl.gz
+    split: test
+  - path: validation/ur-PK.jsonl.gz
+    split: validation
+- config_name: kn-IN
+  data_files:
+  - path: train/kn-IN.jsonl.gz
+    split: train
+  - path: test/kn-IN.jsonl.gz
+    split: test
+  - path: validation/kn-IN.jsonl.gz
+    split: validation
+- config_name: ka-GE
+  data_files:
+  - path: train/ka-GE.jsonl.gz
+    split: train
+  - path: test/ka-GE.jsonl.gz
+    split: test
+  - path: validation/ka-GE.jsonl.gz
+    split: validation
+- config_name: km-KH
+  data_files:
+  - path: train/km-KH.jsonl.gz
+    split: train
+  - path: test/km-KH.jsonl.gz
+    split: test
+  - path: validation/km-KH.jsonl.gz
+    split: validation
+- config_name: my-MM
+  data_files:
+  - path: train/my-MM.jsonl.gz
+    split: train
+  - path: test/my-MM.jsonl.gz
+    split: test
+  - path: validation/my-MM.jsonl.gz
+    split: validation
+- config_name: ro-RO
+  data_files:
+  - path: train/ro-RO.jsonl.gz
+    split: train
+  - path: test/ro-RO.jsonl.gz
+    split: test
+  - path: validation/ro-RO.jsonl.gz
+    split: validation
+- config_name: tl-PH
+  data_files:
+  - path: train/tl-PH.jsonl.gz
+    split: train
+  - path: test/tl-PH.jsonl.gz
+    split: test
+  - path: validation/tl-PH.jsonl.gz
+    split: validation
+- config_name: zh-TW
+  data_files:
+  - path: train/zh-TW.jsonl.gz
+    split: train
+  - path: test/zh-TW.jsonl.gz
+    split: test
+  - path: validation/zh-TW.jsonl.gz
+    split: validation
+- config_name: nl-NL
+  data_files:
+  - path: train/nl-NL.jsonl.gz
+    split: train
+  - path: test/nl-NL.jsonl.gz
+    split: test
+  - path: validation/nl-NL.jsonl.gz
+    split: validation
+- config_name: fr-FR
+  data_files:
+  - path: train/fr-FR.jsonl.gz
+    split: train
+  - path: test/fr-FR.jsonl.gz
+    split: test
+  - path: validation/fr-FR.jsonl.gz
+    split: validation
+- config_name: tr-TR
+  data_files:
+  - path: train/tr-TR.jsonl.gz
+    split: train
+  - path: test/tr-TR.jsonl.gz
+    split: test
+  - path: validation/tr-TR.jsonl.gz
+    split: validation
+- config_name: mn-MN
+  data_files:
+  - path: train/mn-MN.jsonl.gz
+    split: train
+  - path: test/mn-MN.jsonl.gz
+    split: test
+  - path: validation/mn-MN.jsonl.gz
+    split: validation
+- config_name: de-DE
+  data_files:
+  - path: train/de-DE.jsonl.gz
+    split: train
+  - path: test/de-DE.jsonl.gz
+    split: test
+  - path: validation/de-DE.jsonl.gz
+    split: validation
+- config_name: af-ZA
+  data_files:
+  - path: train/af-ZA.jsonl.gz
+    split: train
+  - path: test/af-ZA.jsonl.gz
+    split: test
+  - path: validation/af-ZA.jsonl.gz
+    split: validation
+- config_name: nb-NO
+  data_files:
+  - path: train/nb-NO.jsonl.gz
+    split: train
+  - path: test/nb-NO.jsonl.gz
+    split: test
+  - path: validation/nb-NO.jsonl.gz
+    split: validation
+- config_name: vi-VN
+  data_files:
+  - path: train/vi-VN.jsonl.gz
+    split: train
+  - path: test/vi-VN.jsonl.gz
+    split: test
+  - path: validation/vi-VN.jsonl.gz
+    split: validation
+- config_name: zh-CN
+  data_files:
+  - path: train/zh-CN.jsonl.gz
+    split: train
+  - path: test/zh-CN.jsonl.gz
+    split: test
+  - path: validation/zh-CN.jsonl.gz
+    split: validation
+- config_name: is-IS
+  data_files:
+  - path: train/is-IS.jsonl.gz
+    split: train
+  - path: test/is-IS.jsonl.gz
+    split: test
+  - path: validation/is-IS.jsonl.gz
+    split: validation
+- config_name: az-AZ
+  data_files:
+  - path: train/az-AZ.jsonl.gz
+    split: train
+  - path: test/az-AZ.jsonl.gz
+    split: test
+  - path: validation/az-AZ.jsonl.gz
+    split: validation
+- config_name: id-ID
+  data_files:
+  - path: train/id-ID.jsonl.gz
+    split: train
+  - path: test/id-ID.jsonl.gz
+    split: test
+  - path: validation/id-ID.jsonl.gz
+    split: validation
+- config_name: sq-AL
+  data_files:
+  - path: train/sq-AL.jsonl.gz
+    split: train
+  - path: test/sq-AL.jsonl.gz
+    split: test
+  - path: validation/sq-AL.jsonl.gz
+    split: validation
+- config_name: sv-SE
+  data_files:
+  - path: train/sv-SE.jsonl.gz
+    split: train
+  - path: test/sv-SE.jsonl.gz
+    split: test
+  - path: validation/sv-SE.jsonl.gz
+    split: validation
+- config_name: pt-PT
+  data_files:
+  - path: train/pt-PT.jsonl.gz
+    split: train
+  - path: test/pt-PT.jsonl.gz
+    split: test
+  - path: validation/pt-PT.jsonl.gz
+    split: validation
+- config_name: en-US
+  data_files:
+  - path: train/en-US.jsonl.gz
+    split: train
+  - path: test/en-US.jsonl.gz
+    split: test
+  - path: validation/en-US.jsonl.gz
+    split: validation
+- config_name: jv-ID
+  data_files:
+  - path: train/jv-ID.jsonl.gz
+    split: train
+  - path: test/jv-ID.jsonl.gz
+    split: test
+  - path: validation/jv-ID.jsonl.gz
+    split: validation
+- config_name: el-GR
+  data_files:
+  - path: train/el-GR.jsonl.gz
+    split: train
+  - path: test/el-GR.jsonl.gz
+    split: test
+  - path: validation/el-GR.jsonl.gz
+    split: validation
+- config_name: ar-SA
+  data_files:
+  - path: train/ar-SA.jsonl.gz
+    split: train
+  - path: test/ar-SA.jsonl.gz
+    split: test
+  - path: validation/ar-SA.jsonl.gz
+    split: validation
+- config_name: he-IL
+  data_files:
+  - path: train/he-IL.jsonl.gz
+    split: train
+  - path: test/he-IL.jsonl.gz
+    split: test
+  - path: validation/he-IL.jsonl.gz
+    split: validation
+- config_name: fi-FI
+  data_files:
+  - path: train/fi-FI.jsonl.gz
+    split: train
+  - path: test/fi-FI.jsonl.gz
+    split: test
+  - path: validation/fi-FI.jsonl.gz
+    split: validation
+- config_name: it-IT
+  data_files:
+  - path: train/it-IT.jsonl.gz
+    split: train
+  - path: test/it-IT.jsonl.gz
+    split: test
+  - path: validation/it-IT.jsonl.gz
+    split: validation
+- config_name: ml-IN
+  data_files:
+  - path: train/ml-IN.jsonl.gz
+    split: train
+  - path: test/ml-IN.jsonl.gz
+    split: test
+  - path: validation/ml-IN.jsonl.gz
+    split: validation
+- config_name: hy-AM
+  data_files:
+  - path: train/hy-AM.jsonl.gz
+    split: train
+  - path: test/hy-AM.jsonl.gz
+    split: test
+  - path: validation/hy-AM.jsonl.gz
+    split: validation
+- config_name: bn-BD
+  data_files:
+  - path: train/bn-BD.jsonl.gz
+    split: train
+  - path: test/bn-BD.jsonl.gz
+    split: test
+  - path: validation/bn-BD.jsonl.gz
+    split: validation
+- config_name: ru-RU
+  data_files:
+  - path: train/ru-RU.jsonl.gz
+    split: train
+  - path: test/ru-RU.jsonl.gz
+    split: test
+  - path: validation/ru-RU.jsonl.gz
+    split: validation
+- config_name: ko-KR
+  data_files:
+  - path: train/ko-KR.jsonl.gz
+    split: train
+  - path: test/ko-KR.jsonl.gz
+    split: test
+  - path: validation/ko-KR.jsonl.gz
+    split: validation
+- config_name: ta-IN
+  data_files:
+  - path: train/ta-IN.jsonl.gz
+    split: train
+  - path: test/ta-IN.jsonl.gz
+    split: test
+  - path: validation/ta-IN.jsonl.gz
+    split: validation
+- config_name: es-ES
+  data_files:
+  - path: train/es-ES.jsonl.gz
+    split: train
+  - path: test/es-ES.jsonl.gz
+    split: test
+  - path: validation/es-ES.jsonl.gz
+    split: validation
+- config_name: fa-IR
+  data_files:
+  - path: train/fa-IR.jsonl.gz
+    split: train
+  - path: test/fa-IR.jsonl.gz
+    split: test
+  - path: validation/fa-IR.jsonl.gz
+    split: validation
+- config_name: th-TH
+  data_files:
+  - path: train/th-TH.jsonl.gz
+    split: train
+  - path: test/th-TH.jsonl.gz
+    split: test
+  - path: validation/th-TH.jsonl.gz
+    split: validation
+- config_name: ms-MY
+  data_files:
+  - path: train/ms-MY.jsonl.gz
+    split: train
+  - path: test/ms-MY.jsonl.gz
+    split: test
+  - path: validation/ms-MY.jsonl.gz
+    split: validation
+- config_name: pl-PL
+  data_files:
+  - path: train/pl-PL.jsonl.gz
+    split: train
+  - path: test/pl-PL.jsonl.gz
+    split: test
+  - path: validation/pl-PL.jsonl.gz
+    split: validation
+- config_name: cy-GB
+  data_files:
+  - path: train/cy-GB.jsonl.gz
+    split: train
+  - path: test/cy-GB.jsonl.gz
+    split: test
+  - path: validation/cy-GB.jsonl.gz
+    split: validation
+- config_name: lv-LV
+  data_files:
+  - path: train/lv-LV.jsonl.gz
+    split: train
+  - path: test/lv-LV.jsonl.gz
+    split: test
+  - path: validation/lv-LV.jsonl.gz
+    split: validation
+- config_name: da-DK
+  data_files:
+  - path: train/da-DK.jsonl.gz
+    split: train
+  - path: test/da-DK.jsonl.gz
+    split: test
+  - path: validation/da-DK.jsonl.gz
+    split: validation
+---
diff --git a/amazon-massive-dataset-1.0.tar.gz b/amazon-massive-dataset-1.0.tar.gz
deleted file mode 100644
index 6db6356ad79946d370a00fccbaa4a811d4678793..0000000000000000000000000000000000000000
--- a/amazon-massive-dataset-1.0.tar.gz
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:ac5d4790f662c1b91a5807cb61add41be66f9abb39138edbc57887523a8dffcc
-size 39519418
diff --git a/amazon_massive_scenario.py b/amazon_massive_scenario.py
deleted file mode 100644
index d8d6e4afeeb05126609713b7bf0ba8510aacdeab..0000000000000000000000000000000000000000
--- a/amazon_massive_scenario.py
+++ /dev/null
@@ -1,176 +0,0 @@
-# coding=utf-8
-
-"""MASSIVE: A 1M-Example Multilingual Natural Language Understanding Dataset with 51 Typologically-Diverse Languages"""
-
-import json
-import datasets
-
-logger = datasets.logging.get_logger(__name__)
-
-_DESCRIPTION = """\
-        MASSIVE is a parallel dataset of > 1M utterances across 51 languages with annotations
-        for the Natural Language Understanding tasks of intent prediction and slot annotation.
-        Utterances span 60 intents and include 55 slot types. MASSIVE was created by localizing
-        the SLURP dataset, composed of general Intelligent Voice Assistant single-shot interactions.
-"""
-_URL = "amazon-massive-dataset-1.0.tar.gz"
-
-
-_LANGUAGES = {
-    "af": "af-ZA",
-    "am": "am-ET",
-    "ar": "ar-SA",
-    "az": "az-AZ",
-    "bn": "bn-BD",
-    "cy": "cy-GB",
-    "da": "da-DK",
-    "de": "de-DE",
-    "el": "el-GR",
-    "en": "en-US",
-    "es": "es-ES",
-    "fa": "fa-IR",
-    "fi": "fi-FI",
-    "fr": "fr-FR",
-    "he": "he-IL",
-    "hi": "hi-IN",
-    "hu": "hu-HU",
-    "hy": "hy-AM",
-    "id": "id-ID",
-    "is": "is-IS",
-    "it": "it-IT",
-    "ja": "ja-JP",
-    "jv": "jv-ID",
-    "ka": "ka-GE",
-    "km": "km-KH",
-    "kn": "kn-IN",
-    "ko": "ko-KR",
-    "lv": "lv-LV",
-    "ml": "ml-IN",
-    "mn": "mn-MN",
-    "ms": "ms-MY",
-    "my": "my-MM",
-    "nb": "nb-NO",
-    "nl": "nl-NL",
-    "pl": "pl-PL",
-    "pt": "pt-PT",
-    "ro": "ro-RO",
-    "ru": "ru-RU",
-    "sl": "sl-SL",
-    "sq": "sq-AL",
-    "sv": "sv-SE",
-    "sw": "sw-KE",
-    "ta": "ta-IN",
-    "te": "te-IN",
-    "th": "th-TH",
-    "tl": "tl-PH",
-    "tr": "tr-TR",
-    "ur": "ur-PK",
-    "vi": "vi-VN",
-    "zh-CN": "zh-CN",
-    "zh-TW": "zh-TW",
-}
-
-_SCENARIOS = [
-    "social",
-    "transport",
-    "calendar",
-    "play",
-    "news",
-    "datetime",
-    "recommendation",
-    "email",
-    "iot",
-    "general",
-    "audio",
-    "lists",
-    "qa",
-    "cooking",
-    "takeaway",
-    "music",
-    "alarm",
-    "weather",
-]
-
-
-class MASSIVE(datasets.GeneratorBasedBuilder):
-    """MASSIVE: A 1M-Example Multilingual Natural Language Understanding Dataset with 51 Typologically-Diverse Languages"""
-
-    BUILDER_CONFIGS = [
-        datasets.BuilderConfig(
-            name=name,
-            version=datasets.Version("1.0.0"),
-            description=f"The MASSIVE corpora for {name}",
-        )
-        for name in _LANGUAGES.keys()
-    ]
-
-    DEFAULT_CONFIG_NAME = "en"
-
-    def _info(self):
-        return datasets.DatasetInfo(
-            description=_DESCRIPTION,
-            features=datasets.Features(
-                {
-                    "id": datasets.Value("string"),
-                    "label": datasets.features.ClassLabel(names=_SCENARIOS),
-                    "label_text": datasets.Value("string"),
-                    "text": datasets.Value("string"),
-                },
-            ),
-            supervised_keys=None,
-            homepage="https://github.com/alexa/massive",
-            citation="_CITATION",
-            license="_LICENSE",
-        )
-
-    def _split_generators(self, dl_manager):
-
-        #   path = dl_manager.download_and_extract(_URL)
-        archive_path = dl_manager.download(_URL)
-        files = dl_manager.iter_archive(archive_path)
-
-        return [
-            datasets.SplitGenerator(
-                name=datasets.Split.TRAIN,
-                gen_kwargs={
-                    "files": files,
-                    "split": "train",
-                    "lang": self.config.name,
-                },
-            ),
-            datasets.SplitGenerator(
-                name=datasets.Split.VALIDATION,
-                gen_kwargs={
-                    "files": files,
-                    "split": "dev",
-                    "lang": self.config.name,
-                },
-            ),
-            datasets.SplitGenerator(
-                name=datasets.Split.TEST,
-                gen_kwargs={
-                    "files": files,
-                    "split": "test",
-                    "lang": self.config.name,
-                },
-            ),
-        ]
-
-    def _generate_examples(self, files, split, lang):
-        filepath = "1.0/data/" + _LANGUAGES[lang] + ".jsonl"
-        logger.info("⏳ Generating examples from = %s", filepath)
-        for path, f in files:
-            if path == filepath:
-                lines = f.readlines()
-                key_ = 0
-                for line in lines:
-                    data = json.loads(line)
-                    if data["partition"] != split:
-                        continue
-                    yield key_, {
-                        "id": data["id"],
-                        "label": data["scenario"],
-                        "label_text": data["scenario"],
-                        "text": data["utt"],
-                    }
-                    key_ += 1
diff --git a/test/af-ZA.jsonl.gz b/test/af-ZA.jsonl.gz
new file mode 100644
index 0000000000000000000000000000000000000000..f87aa8b600d781853d0854367e0de2e4e9854c32
--- /dev/null
+++ b/test/af-ZA.jsonl.gz
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fc364e5d4974c5ad18a4322353c3274e7b6a196bb8eb13d7514a97f7e2fc97a7
+size 133057
diff --git a/test/am-ET.jsonl.gz b/test/am-ET.jsonl.gz
new file mode 100644
index 0000000000000000000000000000000000000000..698ba9fb70a45be70912925386c3e9902b3b2040
--- /dev/null
+++ b/test/am-ET.jsonl.gz
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ebcf9fe07f09c94a7c5daf035a52fa69992e1ccbec85f32f0587648750b1e6f9
+size 154626
diff --git a/test/ar-SA.jsonl.gz b/test/ar-SA.jsonl.gz
new file mode 100644
index 0000000000000000000000000000000000000000..723dd2904a29005e71ec402d9d3b2c016aefd45b
--- /dev/null
+++ b/test/ar-SA.jsonl.gz
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a37b0656c04037d13e50f4320b17003a8fd82492ef821c4db4ab449029923d0b
+size 144763
diff --git a/test/az-AZ.jsonl.gz b/test/az-AZ.jsonl.gz
new file mode 100644
index 0000000000000000000000000000000000000000..209e8f6ac95f86e0426b5b14514cb772e954953a
--- /dev/null
+++ b/test/az-AZ.jsonl.gz
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8591cfd3a262271281a7697d14a05da11f07b48eb96ed97787f3f2551219f598
+size 137893
diff --git a/test/bn-BD.jsonl.gz b/test/bn-BD.jsonl.gz
new file mode 100644
index 0000000000000000000000000000000000000000..ea1dd4aac3cfd8e82b99ff033cad52a2239bb2a3
--- /dev/null
+++ b/test/bn-BD.jsonl.gz
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1dd6f594a018aa9b9ffdbbb4bc568c4545175d184eb6ce8fd67f7cea1eed0aa4
+size 157782
diff --git a/test/cy-GB.jsonl.gz b/test/cy-GB.jsonl.gz
new file mode 100644
index 0000000000000000000000000000000000000000..424aa79be3c8e2610a006712104099d85458cec7
--- /dev/null
+++ b/test/cy-GB.jsonl.gz
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a55e0f1dde2d5fc27f1a43eb29fe13e222a97e36318a98e2cb0b06750db00122
+size 129318
diff --git a/test/da-DK.jsonl.gz b/test/da-DK.jsonl.gz
new file mode 100644
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--- /dev/null
+++ b/test/da-DK.jsonl.gz
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+version https://git-lfs.github.com/spec/v1
+oid sha256:3a8ea389b27caecf89834537830a9a13874c06ac820095d09daa31df4ed3b054
+size 125027
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