update

madlad-400.py

@@ -0,0 +1,523 @@
+"""madlad-400 dataset"""
+
+
+import gzip
+import json
+
+import datasets
+
+
+logger = datasets.logging.get_logger(__name__)
+
+
+_DESCRIPTION = """\
+MADLAD-400 (Multilingual Audited Dataset: Low-resource And Document-level) is a document-level multilingual dataset based on Common Crawl, covering 419 languages in total. We use all snapshots of CommonCrawl available as of August 1, 2022. The primary advantage of this dataset over similar datasets is that it is more multilingual (419 languages), it is audited and more highly filtered, and it is document-level. The main disadvantage is also its strength -- being more filtered, it may lack the recall needed for some applications.
+"""
+
+_CITATION = """
+@misc{kudugunta2023madlad400,
+      title={MADLAD-400: A Multilingual And Document-Level Large Audited Dataset}, 
+      author={Sneha Kudugunta and Isaac Caswell and Biao Zhang and Xavier Garcia and Christopher A. Choquette-Choo and Katherine Lee and Derrick Xin and Aditya Kusupati and Romi Stella and Ankur Bapna and Orhan Firat},
+      year={2023},
+      eprint={2309.04662},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL}
+}
+"""
+
+_DATA_URL = "https://huggingface.co/datasets/allenai/MADLAD-400/resolve/ecd71297d60c1eb996cd3d7c44c60ad5b55adfc6/data/{language}/{language}_{split}_{index:04d}.jsonl.gz"
+
+
+
+
+_N_SHARDS_PER_SPLIT = {
+    'abt': {'clean': 1, 'noisy': 1},
+    'ace': {'clean': 1, 'noisy': 1},
+    'acf': {'clean': 1, 'noisy': 1},
+    'ach': {'clean': 1, 'noisy': 1},
+    'ada': {'clean': 1, 'noisy': 1},
+    'adh': {'clean': 1, 'noisy': 1},
+    'ady': {'clean': 1, 'noisy': 1},
+    'af': {'clean': 1, 'noisy': 2},
+    'agr': {'clean': 1, 'noisy': 1},
+    'ahk': {'clean': 1, 'noisy': 1},
+    'ak': {'clean': 1, 'noisy': 1},
+    'akb': {'clean': 1, 'noisy': 1},
+    'alt': {'clean': 1, 'noisy': 1},
+    'alz': {'clean': 1, 'noisy': 1},
+    'am': {'clean': 1, 'noisy': 1},
+    'amu': {'clean': 1, 'noisy': 1},
+    'ang': {'clean': 1, 'noisy': 1},
+    'ann': {'clean': 1, 'noisy': 1},
+    'ape': {'clean': 1, 'noisy': 1},
+    'ar': {'clean': 8, 'noisy': 44},
+    'arn': {'clean': 1, 'noisy': 1},
+    'as': {'clean': 1, 'noisy': 1},
+    'av': {'clean': 1, 'noisy': 1},
+    'awa': {'clean': 1, 'noisy': 1},
+    'ay': {'clean': 1, 'noisy': 1},
+    'az': {'clean': 2, 'noisy': 3},
+    'az_RU': {'clean': 1, 'noisy': 1},
+    'ba': {'clean': 1, 'noisy': 1},
+    'ban': {'clean': 1, 'noisy': 1},
+    'bas': {'clean': 1, 'noisy': 1},
+    'bbc': {'clean': 1, 'noisy': 1},
+    'bci': {'clean': 1, 'noisy': 1},
+    'be': {'clean': 1, 'noisy': 2},
+    'ber': {'clean': 1, 'noisy': 1},
+    'ber_Latn': {'clean': 1, 'noisy': 1},
+    'bew': {'clean': 1, 'noisy': 1},
+    'bg': {'clean': 10, 'noisy': 16},
+    'bg_Latn': {'clean': 1, 'noisy': 1},
+    'bgp': {'clean': 1, 'noisy': 1},
+    'bho': {'clean': 1, 'noisy': 1},
+    'bi': {'clean': 1, 'noisy': 1},
+    'bik': {'clean': 1, 'noisy': 1},
+    'bim': {'clean': 1, 'noisy': 1},
+    'bm': {'clean': 1, 'noisy': 1},
+    'bn': {'clean': 1, 'noisy': 4},
+    'bn_Latn': {'clean': 1, 'noisy': 1},
+    'bo': {'clean': 1, 'noisy': 1},
+    'bqc': {'clean': 1, 'noisy': 1},
+    'br': {'clean': 1, 'noisy': 1},
+    'bru': {'clean': 1, 'noisy': 1},
+    'brx': {'clean': 1, 'noisy': 1},
+    'bs': {'clean': 1, 'noisy': 6},
+    'bts': {'clean': 1, 'noisy': 1},
+    'btx': {'clean': 1, 'noisy': 1},
+    'bua': {'clean': 1, 'noisy': 1},
+    'bum': {'clean': 1, 'noisy': 1},
+    'bus': {'clean': 1, 'noisy': 1},
+    'bzj': {'clean': 1, 'noisy': 1},
+    'ca': {'clean': 5, 'noisy': 8},
+    'cab': {'clean': 1, 'noisy': 1},
+    'cac': {'clean': 1, 'noisy': 1},
+    'cak': {'clean': 1, 'noisy': 1},
+    'cbk': {'clean': 1, 'noisy': 1},
+    'cce': {'clean': 1, 'noisy': 1},
+    'ce': {'clean': 1, 'noisy': 1},
+    'ceb': {'clean': 1, 'noisy': 1},
+    'cfm': {'clean': 1, 'noisy': 1},
+    'ch': {'clean': 1, 'noisy': 1},
+    'chk': {'clean': 1, 'noisy': 1},
+    'chm': {'clean': 1, 'noisy': 1},
+    'chr': {'clean': 1, 'noisy': 1},
+    'ckb': {'clean': 1, 'noisy': 1},
+    'cnh': {'clean': 1, 'noisy': 1},
+    'co': {'clean': 1, 'noisy': 1},
+    'cr_Latn': {'clean': 1, 'noisy': 1},
+    'crh': {'clean': 1, 'noisy': 1},
+    'crs': {'clean': 1, 'noisy': 1},
+    'cs': {'clean': 23, 'noisy': 44},
+    'ctd_Latn': {'clean': 1, 'noisy': 1},
+    'ctu': {'clean': 1, 'noisy': 1},
+    'cuk': {'clean': 1, 'noisy': 1},
+    'cv': {'clean': 1, 'noisy': 1},
+    'cy': {'clean': 1, 'noisy': 4},
+    'da': {'clean': 11, 'noisy': 36},
+    'de': {'clean': 133, 'noisy': 293},
+    'din': {'clean': 1, 'noisy': 1},
+    'dje': {'clean': 1, 'noisy': 1},
+    'djk': {'clean': 1, 'noisy': 1},
+    'dln': {'clean': 1, 'noisy': 1},
+    'doi': {'clean': 1, 'noisy': 1},
+    'dov': {'clean': 1, 'noisy': 1},
+    'dtp': {'clean': 1, 'noisy': 1},
+    'dv': {'clean': 1, 'noisy': 1},
+    'dwr': {'clean': 1, 'noisy': 1},
+    'dyu': {'clean': 1, 'noisy': 1},
+    'dz': {'clean': 1, 'noisy': 1},
+    'ee': {'clean': 1, 'noisy': 1},
+    'el': {'clean': 14, 'noisy': 29},
+    'el_Latn': {'clean': 1, 'noisy': 1},
+    'emp': {'clean': 1, 'noisy': 1},
+    'en': {'clean': 947, 'noisy': 1555},
+    'enq': {'clean': 1, 'noisy': 1},
+    'eo': {'clean': 1, 'noisy': 1},
+    'es': {'clean': 137, 'noisy': 269},
+    'et': {'clean': 4, 'noisy': 6},
+    'eu': {'clean': 1, 'noisy': 1},
+    'fa': {'clean': 16, 'noisy': 35},
+    'ff': {'clean': 1, 'noisy': 1},
+    'ffm': {'clean': 1, 'noisy': 1},
+    'fi': {'clean': 14, 'noisy': 27},
+    'fil': {'clean': 1, 'noisy': 2},
+    'fip': {'clean': 1, 'noisy': 1},
+    'fj': {'clean': 1, 'noisy': 1},
+    'fo': {'clean': 1, 'noisy': 1},
+    'fon': {'clean': 1, 'noisy': 1},
+    'fr': {'clean': 133, 'noisy': 251},
+    'frp': {'clean': 1, 'noisy': 1},
+    'fy': {'clean': 1, 'noisy': 1},
+    'ga': {'clean': 1, 'noisy': 4},
+    'gag': {'clean': 1, 'noisy': 1},
+    'gbm': {'clean': 1, 'noisy': 1},
+    'gd': {'clean': 1, 'noisy': 1},
+    'gl': {'clean': 1, 'noisy': 2},
+    'gn': {'clean': 1, 'noisy': 1},
+    'gof': {'clean': 1, 'noisy': 1},
+    'gom': {'clean': 1, 'noisy': 1},
+    'gom_Latn': {'clean': 1, 'noisy': 1},
+    'gor': {'clean': 1, 'noisy': 1},
+    'grc': {'clean': 1, 'noisy': 1},
+    'gsw': {'clean': 1, 'noisy': 5},
+    'gu': {'clean': 1, 'noisy': 1},
+    'gu_Latn': {'clean': 1, 'noisy': 1},
+    'gub': {'clean': 1, 'noisy': 1},
+    'guc': {'clean': 1, 'noisy': 1},
+    'guh': {'clean': 1, 'noisy': 1},
+    'gui': {'clean': 1, 'noisy': 1},
+    'gv': {'clean': 1, 'noisy': 1},
+    'gvl': {'clean': 1, 'noisy': 1},
+    'gym': {'clean': 1, 'noisy': 1},
+    'ha': {'clean': 1, 'noisy': 1},
+    'haw': {'clean': 1, 'noisy': 1},
+    'he': {'clean': 6, 'noisy': 10},
+    'hi': {'clean': 4, 'noisy': 8},
+    'hi_Latn': {'clean': 1, 'noisy': 1},
+    'hif': {'clean': 1, 'noisy': 2},
+    'hil': {'clean': 1, 'noisy': 1},
+    'hmn': {'clean': 1, 'noisy': 1},
+    'hne': {'clean': 1, 'noisy': 1},
+    'ho': {'clean': 1, 'noisy': 1},
+    'hr': {'clean': 2, 'noisy': 13},
+    'ht': {'clean': 1, 'noisy': 1},
+    'hu': {'clean': 20, 'noisy': 34},
+    'hui': {'clean': 1, 'noisy': 1},
+    'hus': {'clean': 1, 'noisy': 1},
+    'hvn': {'clean': 1, 'noisy': 1},
+    'hy': {'clean': 1, 'noisy': 2},
+    'iba': {'clean': 1, 'noisy': 1},
+    'ibb': {'clean': 1, 'noisy': 1},
+    'id': {'clean': 18, 'noisy': 54},
+    'ify': {'clean': 1, 'noisy': 1},
+    'ig': {'clean': 1, 'noisy': 1},
+    'ilo': {'clean': 1, 'noisy': 1},
+    'inb': {'clean': 1, 'noisy': 1},
+    'is': {'clean': 1, 'noisy': 3},
+    'iso': {'clean': 1, 'noisy': 1},
+    'it': {'clean': 72, 'noisy': 170},
+    'iu': {'clean': 1, 'noisy': 1},
+    'ium': {'clean': 1, 'noisy': 1},
+    'izz': {'clean': 1, 'noisy': 1},
+    'ja': {'clean': 36, 'noisy': 36},
+    'jac': {'clean': 1, 'noisy': 1},
+    'jam': {'clean': 1, 'noisy': 1},
+    'jiv': {'clean': 1, 'noisy': 1},
+    'jv': {'clean': 1, 'noisy': 1},
+    'jvn': {'clean': 1, 'noisy': 1},
+    'ka': {'clean': 1, 'noisy': 2},
+    'kaa': {'clean': 1, 'noisy': 1},
+    'kaa_Latn': {'clean': 1, 'noisy': 1},
+    'kac': {'clean': 1, 'noisy': 1},
+    'kbd': {'clean': 1, 'noisy': 1},
+    'kbp': {'clean': 1, 'noisy': 1},
+    'kek': {'clean': 1, 'noisy': 1},
+    'kg': {'clean': 1, 'noisy': 1},
+    'kha': {'clean': 1, 'noisy': 1},
+    'kj': {'clean': 1, 'noisy': 1},
+    'kjg': {'clean': 1, 'noisy': 1},
+    'kjh': {'clean': 1, 'noisy': 1},
+    'kk': {'clean': 2, 'noisy': 3},
+    'kl': {'clean': 1, 'noisy': 1},
+    'km': {'clean': 1, 'noisy': 1},
+    'kmb': {'clean': 1, 'noisy': 1},
+    'kmz_Latn': {'clean': 1, 'noisy': 1},
+    'kn': {'clean': 1, 'noisy': 1},
+    'kn_Latn': {'clean': 1, 'noisy': 1},
+    'knj': {'clean': 1, 'noisy': 1},
+    'ko': {'clean': 13, 'noisy': 19},
+    'koi': {'clean': 1, 'noisy': 1},
+    'kos': {'clean': 1, 'noisy': 1},
+    'krc': {'clean': 1, 'noisy': 1},
+    'kri': {'clean': 1, 'noisy': 1},
+    'ksd': {'clean': 1, 'noisy': 1},
+    'ksw': {'clean': 1, 'noisy': 1},
+    'ktu': {'clean': 1, 'noisy': 1},
+    'ku': {'clean': 1, 'noisy': 1},
+    'kum': {'clean': 1, 'noisy': 1},
+    'kv': {'clean': 1, 'noisy': 1},
+    'kw': {'clean': 1, 'noisy': 1},
+    'kwi': {'clean': 1, 'noisy': 1},
+    'ky': {'clean': 1, 'noisy': 1},
+    'la': {'clean': 1, 'noisy': 2},
+    'laj': {'clean': 1, 'noisy': 1},
+    'lb': {'clean': 1, 'noisy': 8},
+    'lg': {'clean': 1, 'noisy': 1},
+    'lhu': {'clean': 1, 'noisy': 1},
+    'ln': {'clean': 1, 'noisy': 1},
+    'lo': {'clean': 1, 'noisy': 1},
+    'lrc': {'clean': 1, 'noisy': 1},
+    'lt': {'clean': 6, 'noisy': 9},
+    'ltg': {'clean': 1, 'noisy': 1},
+    'lu': {'clean': 1, 'noisy': 1},
+    'lus': {'clean': 1, 'noisy': 1},
+    'lv': {'clean': 4, 'noisy': 5},
+    'mad': {'clean': 1, 'noisy': 1},
+    'mag': {'clean': 1, 'noisy': 1},
+    'mai': {'clean': 1, 'noisy': 1},
+    'mak': {'clean': 1, 'noisy': 1},
+    'mam': {'clean': 1, 'noisy': 1},
+    'mas': {'clean': 1, 'noisy': 1},
+    'maz': {'clean': 1, 'noisy': 1},
+    'mbt': {'clean': 1, 'noisy': 1},
+    'mdf': {'clean': 1, 'noisy': 1},
+    'meo': {'clean': 1, 'noisy': 1},
+    'meu': {'clean': 1, 'noisy': 1},
+    'mfe': {'clean': 1, 'noisy': 1},
+    'mg': {'clean': 1, 'noisy': 1},
+    'mgh': {'clean': 1, 'noisy': 1},
+    'mh': {'clean': 1, 'noisy': 1},
+    'mi': {'clean': 1, 'noisy': 1},
+    'min': {'clean': 1, 'noisy': 1},
+    'miq': {'clean': 1, 'noisy': 1},
+    'mk': {'clean': 1, 'noisy': 2},
+    'mkn': {'clean': 1, 'noisy': 1},
+    'ml': {'clean': 2, 'noisy': 2},
+    'ml_Latn': {'clean': 1, 'noisy': 1},
+    'mn': {'clean': 1, 'noisy': 2},
+    'mni': {'clean': 1, 'noisy': 1},
+    'mps': {'clean': 1, 'noisy': 1},
+    'mqy': {'clean': 1, 'noisy': 1},
+    'mr': {'clean': 1, 'noisy': 2},
+    'mrj': {'clean': 1, 'noisy': 1},
+    'mrw': {'clean': 1, 'noisy': 1},
+    'ms': {'clean': 2, 'noisy': 8},
+    'ms_Arab': {'clean': 1, 'noisy': 1},
+    'ms_Arab_BN': {'clean': 1, 'noisy': 1},
+    'msb': {'clean': 1, 'noisy': 1},
+    'msi': {'clean': 1, 'noisy': 1},
+    'msm': {'clean': 1, 'noisy': 1},
+    'mt': {'clean': 1, 'noisy': 1},
+    'my': {'clean': 1, 'noisy': 1},
+    'myv': {'clean': 1, 'noisy': 1},
+    'nan_Latn_TW': {'clean': 1, 'noisy': 1},
+    'ndc_ZW': {'clean': 1, 'noisy': 1},
+    'ne': {'clean': 1, 'noisy': 1},
+    'new': {'clean': 1, 'noisy': 1},
+    'ngu': {'clean': 1, 'noisy': 1},
+    'nhe': {'clean': 1, 'noisy': 1},
+    'nia': {'clean': 1, 'noisy': 1},
+    'nij': {'clean': 1, 'noisy': 1},
+    'niq': {'clean': 1, 'noisy': 1},
+    'nl': {'clean': 43, 'noisy': 95},
+    'nnb': {'clean': 1, 'noisy': 1},
+    'no': {'clean': 10, 'noisy': 40},
+    'noa': {'clean': 1, 'noisy': 1},
+    'nog': {'clean': 1, 'noisy': 1},
+    'nr': {'clean': 1, 'noisy': 1},
+    'nso': {'clean': 1, 'noisy': 1},
+    'nut': {'clean': 1, 'noisy': 1},
+    'nv': {'clean': 1, 'noisy': 1},
+    'ny': {'clean': 1, 'noisy': 1},
+    'nyu': {'clean': 1, 'noisy': 1},
+    'nzi': {'clean': 1, 'noisy': 1},
+    'oc': {'clean': 1, 'noisy': 1},
+    'oj': {'clean': 1, 'noisy': 1},
+    'om': {'clean': 1, 'noisy': 1},
+    'or': {'clean': 1, 'noisy': 1},
+    'os': {'clean': 1, 'noisy': 1},
+    'otq': {'clean': 1, 'noisy': 1},
+    'pa': {'clean': 1, 'noisy': 1},
+    'pag': {'clean': 1, 'noisy': 1},
+    'pap': {'clean': 1, 'noisy': 1},
+    'pau': {'clean': 1, 'noisy': 1},
+    'pck': {'clean': 1, 'noisy': 1},
+    'pis': {'clean': 1, 'noisy': 1},
+    'pl': {'clean': 51, 'noisy': 74},
+    'pon': {'clean': 1, 'noisy': 1},
+    'ppk': {'clean': 1, 'noisy': 1},
+    'ps': {'clean': 1, 'noisy': 1},
+    'pt': {'clean': 66, 'noisy': 104},
+    'qu': {'clean': 1, 'noisy': 1},
+    'qub': {'clean': 1, 'noisy': 1},
+    'quc': {'clean': 1, 'noisy': 1},
+    'quf': {'clean': 1, 'noisy': 1},
+    'quh': {'clean': 1, 'noisy': 1},
+    'qup': {'clean': 1, 'noisy': 1},
+    'quy': {'clean': 1, 'noisy': 1},
+    'qvc': {'clean': 1, 'noisy': 1},
+    'qvi': {'clean': 1, 'noisy': 1},
+    'qvz': {'clean': 1, 'noisy': 1},
+    'qxr': {'clean': 1, 'noisy': 1},
+    'raj': {'clean': 1, 'noisy': 1},
+    'rcf': {'clean': 1, 'noisy': 1},
+    'rki': {'clean': 1, 'noisy': 1},
+    'rm': {'clean': 1, 'noisy': 1},
+    'rmc': {'clean': 1, 'noisy': 1},
+    'rn': {'clean': 1, 'noisy': 1},
+    'ro': {'clean': 20, 'noisy': 33},
+    'rom': {'clean': 1, 'noisy': 1},
+    'ru': {'clean': 299, 'noisy': 512},
+    'ru_Latn': {'clean': 1, 'noisy': 1},
+    'rw': {'clean': 1, 'noisy': 1},
+    'rwo': {'clean': 1, 'noisy': 1},
+    'sa': {'clean': 1, 'noisy': 1},
+    'sah': {'clean': 1, 'noisy': 1},
+    'sat_Latn': {'clean': 1, 'noisy': 1},
+    'sd': {'clean': 1, 'noisy': 1},
+    'sda': {'clean': 1, 'noisy': 1},
+    'se': {'clean': 1, 'noisy': 1},
+    'seh': {'clean': 1, 'noisy': 1},
+    'sg': {'clean': 1, 'noisy': 1},
+    'shn': {'clean': 1, 'noisy': 1},
+    'shp': {'clean': 1, 'noisy': 1},
+    'si': {'clean': 1, 'noisy': 1},
+    'sja': {'clean': 1, 'noisy': 1},
+    'sk': {'clean': 7, 'noisy': 12},
+    'skr': {'clean': 1, 'noisy': 1},
+    'sl': {'clean': 5, 'noisy': 7},
+    'sm': {'clean': 1, 'noisy': 1},
+    'smt': {'clean': 1, 'noisy': 1},
+    'sn': {'clean': 1, 'noisy': 2},
+    'so': {'clean': 1, 'noisy': 1},
+    'spp': {'clean': 1, 'noisy': 1},
+    'sq': {'clean': 2, 'noisy': 3},
+    'sr': {'clean': 2, 'noisy': 4},
+    'srm': {'clean': 1, 'noisy': 1},
+    'srn': {'clean': 1, 'noisy': 1},
+    'ss': {'clean': 1, 'noisy': 1},
+    'st': {'clean': 1, 'noisy': 1},
+    'stq': {'clean': 1, 'noisy': 1},
+    'su': {'clean': 1, 'noisy': 1},
+    'sus': {'clean': 1, 'noisy': 1},
+    'suz': {'clean': 1, 'noisy': 1},
+    'sv': {'clean': 21, 'noisy': 55},
+    'sw': {'clean': 1, 'noisy': 1},
+    'sxn': {'clean': 1, 'noisy': 1},
+    'syr': {'clean': 1, 'noisy': 1},
+    'ta': {'clean': 2, 'noisy': 4},
+    'ta_Latn': {'clean': 1, 'noisy': 1},
+    'tab': {'clean': 1, 'noisy': 1},
+    'taj': {'clean': 1, 'noisy': 1},
+    'tbz': {'clean': 1, 'noisy': 1},
+    'tca': {'clean': 1, 'noisy': 1},
+    'tcy': {'clean': 1, 'noisy': 1},
+    'tdx': {'clean': 1, 'noisy': 1},
+    'te': {'clean': 1, 'noisy': 2},
+    'te_Latn': {'clean': 1, 'noisy': 1},
+    'teo': {'clean': 1, 'noisy': 1},
+    'tet': {'clean': 1, 'noisy': 1},
+    'tg': {'clean': 1, 'noisy': 1},
+    'th': {'clean': 21, 'noisy': 22},
+    'ti': {'clean': 1, 'noisy': 1},
+    'tiv': {'clean': 1, 'noisy': 1},
+    'tk': {'clean': 1, 'noisy': 1},
+    'tks': {'clean': 1, 'noisy': 1},
+    'tlh': {'clean': 1, 'noisy': 1},
+    'tll': {'clean': 1, 'noisy': 1},
+    'tly_IR': {'clean': 1, 'noisy': 1},
+    'tn': {'clean': 1, 'noisy': 1},
+    'to': {'clean': 1, 'noisy': 1},
+    'toj': {'clean': 1, 'noisy': 1},
+    'tr': {'clean': 27, 'noisy': 50},
+    'trp': {'clean': 1, 'noisy': 1},
+    'ts': {'clean': 1, 'noisy': 1},
+    'tsc': {'clean': 1, 'noisy': 1},
+    'tsg': {'clean': 1, 'noisy': 1},
+    'tt': {'clean': 1, 'noisy': 2},
+    'tuc': {'clean': 1, 'noisy': 1},
+    'tvl': {'clean': 1, 'noisy': 1},
+    'twu': {'clean': 1, 'noisy': 1},
+    'tyv': {'clean': 1, 'noisy': 1},
+    'tyz': {'clean': 1, 'noisy': 1},
+    'tzh': {'clean': 1, 'noisy': 1},
+    'tzj': {'clean': 1, 'noisy': 1},
+    'tzo': {'clean': 1, 'noisy': 1},
+    'ubu': {'clean': 1, 'noisy': 1},
+    'udm': {'clean': 1, 'noisy': 1},
+    'ug': {'clean': 1, 'noisy': 1},
+    'uk': {'clean': 17, 'noisy': 28},
+    'ur': {'clean': 1, 'noisy': 1},
+    'uz': {'clean': 1, 'noisy': 1},
+    've': {'clean': 1, 'noisy': 1},
+    'vec': {'clean': 1, 'noisy': 1},
+    'vi': {'clean': 32, 'noisy': 49},
+    'wa': {'clean': 1, 'noisy': 1},
+    'wal': {'clean': 1, 'noisy': 1},
+    'war': {'clean': 1, 'noisy': 1},
+    'wo': {'clean': 1, 'noisy': 1},
+    'xal': {'clean': 1, 'noisy': 1},
+    'xh': {'clean': 1, 'noisy': 1},
+    'yap': {'clean': 1, 'noisy': 1},
+    'yi': {'clean': 1, 'noisy': 1},
+    'yo': {'clean': 1, 'noisy': 1},
+    'yua': {'clean': 1, 'noisy': 1},
+    'zap': {'clean': 1, 'noisy': 1},
+    'zh': {'clean': 40, 'noisy': 69},
+    'zh_Latn': {'clean': 1, 'noisy': 1},
+    'zne': {'clean': 1, 'noisy': 1},
+    'zu': {'clean': 1, 'noisy': 1},
+    'zxx_xx_dtynoise': {'clean': 1, 'noisy': 1},
+    'zza': {'clean': 1, 'noisy': 1}
+}
+
+_LANGUAGES = list(_N_SHARDS_PER_SPLIT.keys())
+
+class Madlad400Config(datasets.BuilderConfig):
+    """BuilderConfig for madlad-400."""
+
+    def __init__(self, *args, languages, **kwargs):
+        """BuilderConfig for Madlad400.
+        Args:
+            languages (:obj:`List[str]`): list of languages to load
+            **kwargs: keyword arguments forwarded to super.
+        """
+        super().__init__(
+            *args,
+            name="+".join(languages),
+            **kwargs,
+        )
+        self.languages = languages
+
+
+class Madlad400(datasets.GeneratorBasedBuilder):
+    """Madlad400,"""
+
+    BUILDER_CONFIGS = [Madlad400Config(languages=[lang]) for lang in _LANGUAGES]
+    BUILDER_CONFIG_CLASS = Madlad400Config
+
+    def _info(self):
+        return datasets.DatasetInfo(
+            description=_DESCRIPTION,
+            features=datasets.Features(
+                {
+                    "text": datasets.Value("string"),
+                }
+            ),
+            supervised_keys=None,
+            citation=_CITATION,
+        )
+
+    def _split_generators(self, dl_manager):
+        data_urls = {}
+        for split in ["clean", "noisy"]:
+            data_urls[split] = [
+                _DATA_URL.format(
+                    split=split,
+                    language=lang,
+                    index=index,
+                )
+                for lang in self.config.languages
+                for index in range(_N_SHARDS_PER_SPLIT[lang][split])
+            ]
+        clean_downloaded_files = dl_manager.download(data_urls['clean'])
+        noisy_downloaded_files = dl_manager.download(data_urls['noisy'])
+        return [
+            datasets.SplitGenerator(name="clean", gen_kwargs={"filepaths": clean_downloaded_files}),
+            datasets.SplitGenerator(
+                name="noisy", gen_kwargs={"filepaths": noisy_downloaded_files}
+            ),
+        ]
+
+    def _generate_examples(self, filepaths):
+        """This function returns the examples in the raw (text) form by iterating over the provided files."""
+        id_ = 0
+        for filepath in filepaths:
+            logger.info("generating examples from = %s", filepath)
+            with gzip.open(open(filepath, "rb"), "rt", encoding="utf-8") as f:
+                for line in f:
+                    if line:
+                        example = json.loads(line)
+                        yield id_, example
+                        id_ += 1

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