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@@ -57,3 +57,42 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 # Video files - compressed
 *.mp4 filter=lfs diff=lfs merge=lfs -text
 *.webm filter=lfs diff=lfs merge=lfs -text
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mimir-core.py

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+"""Mímir Core v1 dataset."""
+import gzip
+import json
+import datasets
+
+logger = datasets.logging.get_logger(__name__)
+_DESCRIPTION = """\\nMímir Core v1."""
+_CITATION = """
+"""
+_URL = "https://github.com/NbAiLab/mimir-data"
+_DATA_URL = "https://huggingface.co/datasets/mimir-project/mimir-core/resolve/main/data/{split_suffix}-{segment}-{index:04d}-of-{n_shards:04d}.json"
+_N_SHARDS_PER_SPLIT = {
+    "bad": {"train": 6, "validation": 1},
+    "medium": {"train": 21, "validation": 1},
+    "good": {"train": 7, "validation": 1},
+}
+_SEGMENTS = ("bad", "medium", "good")
+
+
+class MimirCoreConfig(datasets.BuilderConfig):
+    """BuilderConfig for MimirCore."""
+
+    def __init__(self, name=None, *args, **kwargs):
+        """BuilderConfig for MimirCore.
+        Args:
+            **kwargs: keyword arguments forwarded to super.
+        """
+        if name is None:
+            name = "default"
+        elif name not in _SEGMENTS:
+            raise ValueError(f"Invalid segment option '{name}'. Options are {str(_SEGMENTS)}.")
+        self.name = name
+        super().__init__(
+            *args,
+            name=name,
+            **kwargs,
+        )
+
+
+class MimirCore(datasets.GeneratorBasedBuilder):
+    """Mimir Core v1."""
+    BUILDER_CONFIGS = [MimirCoreConfig()] + [MimirCoreConfig(segment) for segment in _SEGMENTS]
+    BUILDER_CONFIG_CLASS = MimirCoreConfig
+    DEFAULT_CONFIG_NAME = "default"
+
+    def _info(self):
+        return datasets.DatasetInfo(
+            description=_DESCRIPTION,
+            features=datasets.Features(
+                {
+                    "id": datasets.Value("string"),
+                    "doc_type": datasets.Value("string"),
+                    "publish_year":  datasets.Value("int32"),
+                    "lang_fasttext":  datasets.Value("string"),
+                    "lang_fasttext_conf":  datasets.Value("string"),
+                    "text":  datasets.Value("string"),
+                    "perplexity": datasets.Value("float"),
+                    "perplexity_model": datasets.Value("string"),
+                    "harmful_pp": datasets.Value("float"),
+                    "segment": datasets.Value("string"),
+                }
+            ),
+            supervised_keys=None,
+            homepage=_URL,
+            citation=_CITATION,
+        )
+
+    def _split_generators(self, dl_manager):
+        if self.config.name != "default":
+            segments = [self.config.name]
+        else:
+            segments = _SEGMENTS
+        data_urls = {}
+        for split in ["train", "validation"]:
+            data_urls[split] = []
+            for segment in segments:
+                data_urls[split] += [
+                    _DATA_URL.format(
+                        split_suffix=split,
+                        segment=segment,
+                        index=index,
+                        n_shards=_N_SHARDS_PER_SPLIT[segment][split],
+                    )
+                    for index in range(1, _N_SHARDS_PER_SPLIT[segment][split] + 1)
+                ]
+        train_downloaded_files = dl_manager.download(data_urls["train"])
+        validation_downloaded_files = dl_manager.download(data_urls["validation"])
+
+        return [
+            datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"filepaths": train_downloaded_files}),
+            datasets.SplitGenerator(
+                name=datasets.Split.VALIDATION, gen_kwargs={"filepaths": validation_downloaded_files}
+            ),
+
+        ]
+
+    def _generate_examples(self, filepaths):
+        """This function returns the examples in the raw (text) form by iterating on all the files."""
+        id_ = 0
+        for filepath in filepaths:
+            logger.info("generating examples from = %s", filepath)
+            with open(filepath, "rb") as b, gzip.open(b, "rt", encoding="utf-8") as f:
+                for line in f:
+                    if line.strip():
+                        example = json.loads(line)
+                        yield id_, example
+                        id_ += 1

stats.md

@@ -0,0 +1,241 @@
+## Statistics
+### Document Types
+| doc_type                              |       Words |   Documents |   Words/Document |
+|:--------------------------------------|------------:|------------:|-----------------:|
+| culturax_nob                          | 10876731065 |    16719168 |              650 |
+| hplt_cc40                             |  4417689728 |     3642553 |             1212 |
+| culturax_da                           |  3444401114 |     5460836 |              630 |
+| starcoder                             |  3414116854 |     4473861 |              763 |
+| hplt_wide15                           |  2983327578 |     2454538 |             1215 |
+| hplt_wide16                           |  2739468652 |     1695699 |             1615 |
+| culturax_sv                           |  1889900019 |     3656662 |              516 |
+| book                                  |  1660864123 |       39592 |            41949 |
+| hplt_wide17                           |  1178491214 |     1193386 |              987 |
+| maalfrid_crawl_pdf                    |   980058604 |      249182 |             3933 |
+| wikipedia_download_en                 |   793566567 |     1076121 |              737 |
+| culturax_is                           |   654782208 |     1127350 |              580 |
+| pg19                                  |   428563754 |        6000 |            71427 |
+| newspapers_online_nb                  |   313007249 |     2490753 |              125 |
+| maalfrid_government_html              |   240923070 |      161884 |             1488 |
+| maalfrid_crawl_html                   |   234122599 |      580745 |              403 |
+| maalfrid_government_pdf               |   193747173 |       35679 |             5430 |
+| wikipedia_download_nob                |   131598652 |      414034 |              317 |
+| newspaper_ocr                         |   126129802 |      635947 |              198 |
+| parlamint_xml                         |    83324665 |        2978 |            27980 |
+| evalueringsrapport_pdf                |    61480052 |        2708 |            22703 |
+| lovdata_cd_odelsting_2005             |    37990298 |        1955 |            19432 |
+| newspapers_online_nn                  |    37220082 |      137132 |              271 |
+| newspaper_pdf                         |    33390673 |      751639 |               44 |
+| wikipedia_download_nno                |    29958790 |      104987 |              285 |
+| wikipedia_download_da                 |    17811713 |       51351 |              346 |
+| wikipedia_download_sv                 |    16931436 |       76873 |              220 |
+| culturax_nno                          |    10941729 |      108617 |              100 |
+| maalfrid_crawl_doc                    |     8209083 |       13311 |              616 |
+| wikipedia_download_is                 |     6309860 |       17922 |              352 |
+| lovdata_cd_somb_rundskriv_2005        |     5412101 |        3284 |             1648 |
+| lovdata_cd_sentrale_forskrifter_2005  |     4808326 |       10733 |              447 |
+| books_pdf                             |     3650553 |         180 |            20280 |
+| digimanus_ocr                         |     3284850 |        3736 |              879 |
+| lovdata_cd_lokaleforskrifter_2005     |     2094161 |       21045 |               99 |
+| lovdata_cd_norgeslover_2005           |     1776427 |        1375 |             1291 |
+| lovdata_cd_rtv_rundskriv_2005         |     1201597 |        8963 |              134 |
+| lovdata_cd_skatt_rundskriv_2005       |     1131198 |         407 |             2779 |
+| lovdata_cd_rundskriv_lovavdeling_2005 |      374641 |         418 |              896 |
+
+### Languages
+| Language   |       Words |   Documents |   Words/Document |
+|:-----------|------------:|------------:|-----------------:|
+| no         | 20962361396 |    26944343 |              777 |
+| da         |  6482093788 |     7508984 |              863 |
+| sv         |  3284803352 |     4761743 |              689 |
+| en         |  3141313138 |     3738501 |              840 |
+| is         |   924401150 |     1374784 |              672 |
+| nn         |   386866056 |      669591 |              577 |
+| es         |   268404518 |      286660 |              936 |
+| fr         |   259607144 |      263450 |              985 |
+| pt         |   249876508 |      271504 |              920 |
+| de         |   226513416 |      229917 |              985 |
+| zh         |   138407102 |      325639 |              425 |
+| ru         |   113757108 |      170655 |              666 |
+| tr         |    88990370 |      110217 |              807 |
+| cs         |    79467758 |       90755 |              875 |
+| it         |    79255120 |       87243 |              908 |
+| hu         |    78255355 |       47362 |             1652 |
+| ko         |    58075595 |      107582 |              539 |
+| ja         |    50994964 |      142193 |              358 |
+| pl         |    50180367 |       61051 |              821 |
+| nl         |    38832499 |       47801 |              812 |
+| la         |    20153308 |        3381 |             5960 |
+| vi         |    14549231 |       16226 |              896 |
+| id         |     8733972 |       16778 |              520 |
+| el         |     6718434 |        4028 |             1667 |
+| uk         |     6600144 |       12854 |              513 |
+| fi         |     6270034 |       12625 |              496 |
+| hr         |     6218818 |        8476 |              733 |
+| ca         |     3450572 |        9526 |              362 |
+| bg         |     3429958 |        6318 |              542 |
+| ro         |     3386820 |        6972 |              485 |
+| lt         |     2757086 |        8365 |              329 |
+| sr         |     2405375 |        4339 |              554 |
+| ar         |     2104517 |        3933 |              535 |
+| sk         |     2000949 |        5306 |              377 |
+| sl         |     1861364 |        9878 |              188 |
+| th         |     1479766 |        4121 |              359 |
+| et         |     1176063 |       14023 |               83 |
+| he         |     1065461 |        1676 |              635 |
+| ceb        |     1022770 |        3466 |              295 |
+| tl         |      947831 |        1793 |              528 |
+| fa         |      798745 |        1871 |              426 |
+| pms        |      678923 |         371 |             1829 |
+| oc         |      614902 |         715 |              860 |
+| kk         |      501078 |         430 |             1165 |
+| sq         |      475954 |        1701 |              279 |
+| gl         |      464281 |        1497 |              310 |
+| mk         |      433827 |         718 |              604 |
+| af         |      377153 |        1303 |              289 |
+| eu         |      335111 |        1163 |              288 |
+| lv         |      324580 |         887 |              365 |
+| cy         |      314722 |         994 |              316 |
+| jv         |      292850 |         653 |              448 |
+| hi         |      284711 |         492 |              578 |
+| az         |      274471 |         699 |              392 |
+| ur         |      231347 |        1304 |              177 |
+| ms         |      216840 |        2500 |               86 |
+| bn         |      206468 |         303 |              681 |
+| my         |      203854 |         280 |              728 |
+| be         |      198893 |         719 |              276 |
+| ta         |      179361 |         626 |              286 |
+| br         |      177950 |         247 |              720 |
+| mn         |      176621 |         455 |              388 |
+| sh         |      167339 |         815 |              205 |
+| eo         |      164785 |        3331 |               49 |
+| ast        |      120688 |         328 |              367 |
+| ka         |      112894 |         494 |              228 |
+| kv         |      106773 |         126 |              847 |
+| hy         |      105867 |         517 |              204 |
+| ilo        |      102826 |         574 |              179 |
+| ml         |      101740 |         373 |              272 |
+| sw         |       98116 |         311 |              315 |
+| uz         |       87888 |         378 |              232 |
+| ky         |       66225 |          43 |             1540 |
+| arz        |       52948 |          79 |              670 |
+| ga         |       52904 |         404 |              130 |
+| cv         |       52595 |          80 |              657 |
+| ht         |       49638 |         102 |              486 |
+| su         |       48954 |         184 |              266 |
+| kn         |       47544 |         331 |              143 |
+| ba         |       46325 |         107 |              432 |
+| war        |       42706 |        1947 |               21 |
+| lb         |       34368 |         773 |               44 |
+| gu         |       32386 |          77 |              420 |
+| krc        |       30931 |          35 |              883 |
+| wuu        |       29792 |          19 |             1568 |
+| gn         |       29070 |          63 |              461 |
+| tt         |       27389 |         134 |              204 |
+| mr         |       25663 |         361 |               71 |
+| fy         |       21462 |        1332 |               16 |
+| tg         |       19788 |          81 |              244 |
+| tk         |       19425 |          64 |              303 |
+| bs         |       19401 |         303 |               64 |
+| km         |       19298 |          45 |              428 |
+| yo         |       19148 |          45 |              425 |
+| ce         |       18525 |          50 |              370 |
+| ug         |       18512 |          16 |             1157 |
+| ku         |       16428 |         307 |               53 |
+| pa         |       15782 |         136 |              116 |
+| or         |       15331 |          17 |              901 |
+| te         |       14391 |          92 |              156 |
+| sa         |       13617 |          29 |              469 |
+| yi         |       13462 |          27 |              498 |
+| ckb        |       12868 |          22 |              584 |
+| mt         |       11574 |         113 |              102 |
+| als        |       11395 |        1187 |                9 |
+| sah        |       11107 |          16 |              694 |
+| ne         |       10279 |          39 |              263 |
+| si         |        9534 |         183 |               52 |
+| pnb        |        7239 |          24 |              301 |
+| nds        |        6254 |         526 |               11 |
+| bo         |        5894 |          10 |              589 |
+| bxr        |        4687 |           9 |              520 |
+| wa         |        4633 |         451 |               10 |
+| ie         |        4319 |         130 |               33 |
+| io         |        4292 |         103 |               41 |
+| jbo        |        4232 |         360 |               11 |
+| new        |        4213 |          37 |              113 |
+| bcl        |        4045 |          23 |              175 |
+| lmo        |        3775 |         181 |               20 |
+| ia         |        3500 |         273 |               12 |
+| hsb        |        3135 |          69 |               45 |
+| av         |        2868 |           2 |             1434 |
+| dsb        |        2575 |          23 |              111 |
+| so         |        2280 |          40 |               57 |
+| dv         |        2148 |          61 |               35 |
+| ps         |        2075 |          27 |               76 |
+| min        |        1981 |          30 |               66 |
+| lo         |        1784 |          48 |               37 |
+| mg         |        1487 |          72 |               20 |
+| rm         |        1234 |          46 |               26 |
+| am         |        1175 |          31 |               37 |
+| os         |        1143 |         119 |                9 |
+| gd         |        1131 |          30 |               37 |
+| as         |        1112 |           9 |              123 |
+| sd         |        1094 |           7 |              156 |
+| an         |         907 |          23 |               39 |
+| lrc        |         747 |           8 |               93 |
+| kw         |         687 |          94 |                7 |
+| sco        |         498 |          75 |                6 |
+| gom        |         480 |          79 |                6 |
+| bar        |         457 |          81 |                5 |
+| vep        |         312 |          55 |                5 |
+| eml        |         275 |          49 |                5 |
+| yue        |         220 |           3 |               73 |
+| vec        |         201 |          28 |                7 |
+| pam        |         201 |          33 |                6 |
+| scn        |         188 |          31 |                6 |
+| cbk        |         187 |          33 |                5 |
+| li         |         170 |          25 |                6 |
+| mwl        |         124 |          24 |                5 |
+| diq        |         114 |          10 |               11 |
+| vo         |          80 |          21 |                3 |
+| nap        |          74 |          15 |                4 |
+| qu         |          64 |          15 |                4 |
+| nah        |          62 |           8 |                7 |
+| sc         |          58 |           9 |                6 |
+| gv         |          51 |           9 |                5 |
+| lez        |          49 |           6 |                8 |
+| co         |          38 |           8 |                4 |
+| bh         |          31 |           6 |                5 |
+| myv        |          30 |           5 |                6 |
+| pfl        |          27 |           5 |                5 |
+| vls        |          25 |           6 |                4 |
+| mai        |          18 |           4 |                4 |
+| mhr        |          15 |           3 |                5 |
+| hif        |          12 |           2 |                6 |
+| xal        |          10 |           3 |                3 |
+| mzn        |           8 |           2 |                4 |
+| tyv        |           6 |           1 |                6 |
+| azb        |           6 |           1 |                6 |
+| xmf        |           6 |           1 |                6 |
+| dty        |           5 |           1 |                5 |
+| rue        |           3 |           1 |                3 |
+| mrj        |           3 |           1 |                3 |
+| bpy        |           3 |           1 |                3 |
+| frr        |           3 |           1 |                3 |
+
+### Publish Periode
+|   Decade |            Words |        Documents |   Words/Document |
+|---------:|-----------------:|-----------------:|-----------------:|
+|     2020 |      3.69282e+10 |      4.61005e+07 |             2845 |
+|     2010 |      3.76647e+07 | 215709           |             1810 |
+|     2000 |      1.77603e+07 |  81704           |             2416 |
+|     1990 |      5.45717e+06 |  20789           |             2135 |
+|     1980 |      1.27881e+07 |  51440           |             2482 |
+|     1970 |      1.14976e+07 |  52200           |             2187 |
+|     1960 |      1.73105e+07 |  83128           |             2140 |
+|     1950 |      2.25832e+07 | 108905           |             2083 |
+|     1940 |      7.38785e+06 |  39415           |             1961 |
+|     1900 |      2.30518e+06 | 194180           |               68 |
+|     1890 |      2.51306e+06 | 230323           |              104 |
+|     1880 |      2.33583e+06 | 183361           |              122 |
+|     1870 | 953265           |  71910           |              114 |
+