first commit

.gitattributes

@@ -57,3 +57,5 @@ 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
+*gz* filter=lfs diff=lfs merge=lfs -text
+*json* 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.gz"
+_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.GeneratorCoredBuilder):
+    """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 +1,245 @@
+### Summary
+| Words          | Documents   |   Words/Document |
+|---------------:|------------:|-----------------:|
+| 37,314,225,423 | 47,445,237  |              786 |
+
+### Document Types
+| doc_type                              | Words          | Documents   | Words/Document   |
+|--------------------------------------:|---------------:|------------:|-----------------:|
+| culturax_nob                          | 10,876,731,065 | 16,719,168  | 650              |
+| hplt_cc40                             | 4,417,689,728  | 3,642,553   | 1,212            |
+| culturax_da                           | 3,444,401,114  | 5,460,836   | 630              |
+| starcoder                             | 3,414,116,854  | 4,473,861   | 763              |
+| hplt_wide15                           | 2,983,327,578  | 2,454,538   | 1,215            |
+| hplt_wide16                           | 2,739,468,652  | 1,695,699   | 1,615            |
+| book                                  | 1,906,297,286  | 51,225      | 37,214           |
+| culturax_sv                           | 1,889,900,019  | 3,656,662   | 516              |
+| hplt_wide17                           | 1,178,491,214  | 1,193,386   | 987              |
+| maalfrid_crawl_pdf                    | 980,058,604    | 249,182     | 3,933            |
+| wikipedia_download_en                 | 793,566,567    | 1,076,121   | 737              |
+| culturax_is                           | 654,782,208    | 1,127,350   | 580              |
+| pg19                                  | 428,563,754    | 6,000       | 71,427           |
+| newspapers_online_nb                  | 313,007,249    | 2,490,753   | 125              |
+| maalfrid_government_html              | 240,923,070    | 161,884     | 1,488            |
+| maalfrid_crawl_html                   | 234,122,599    | 580,745     | 403              |
+| maalfrid_government_pdf               | 193,747,173    | 35,679      | 5,430            |
+| wikipedia_download_nob                | 131,598,652    | 414,034     | 317              |
+| newspaper_ocr                         | 126,129,802    | 635,947     | 198              |
+| parlamint_xml                         | 83,324,665     | 2,978       | 27,980           |
+| evalueringsrapport_pdf                | 61,480,052     | 2,708       | 22,703           |
+| lovdata_cd_odelsting_2005             | 37,990,298     | 1,955       | 19,432           |
+| newspapers_online_nn                  | 37,220,082     | 137,132     | 271              |
+| newspaper_pdf                         | 33,390,673     | 751,639     | 44               |
+| wikipedia_download_nno                | 29,958,790     | 104,987     | 285              |
+| wikipedia_download_da                 | 17,811,713     | 51,351      | 346              |
+| wikipedia_download_sv                 | 16,931,436     | 76,873      | 220              |
+| culturax_nno                          | 10,941,729     | 108,617     | 100              |
+| maalfrid_crawl_doc                    | 8,209,083      | 13,311      | 616              |
+| wikipedia_download_is                 | 6,309,860      | 17,922      | 352              |
+| lovdata_cd_somb_rundskriv_2005        | 5,412,101      | 3,284       | 1,648            |
+| lovdata_cd_sentrale_forskrifter_2005  | 4,808,326      | 10,733      | 447              |
+| books_pdf                             | 3,650,553      | 180         | 20,280           |
+| digimanus_ocr                         | 3,284,850      | 3,736       | 879              |
+| lovdata_cd_lokaleforskrifter_2005     | 2,094,161      | 21,045      | 99               |
+| lovdata_cd_norgeslover_2005           | 1,776,427      | 1,375       | 1,291            |
+| lovdata_cd_rtv_rundskriv_2005         | 1,201,597      | 8,963       | 134              |
+| lovdata_cd_skatt_rundskriv_2005       | 1,131,198      | 407         | 2,779            |
+| lovdata_cd_rundskriv_lovavdeling_2005 | 374,641        | 418         | 896              |
+
+### Languages
+| Language   | Words          | Documents   | Words/Document   |
+|-----------:|---------------:|------------:|-----------------:|
+| no         | 21,151,650,137 | 26,953,470  | 784              |
+| da         | 6,492,787,781  | 7,509,187   | 864              |
+| sv         | 3,286,096,301  | 4,761,787   | 690              |
+| en         | 3,174,927,314  | 3,739,941   | 848              |
+| is         | 924,401,152    | 1,374,785   | 672              |
+| nn         | 395,781,305    | 670,281     | 590              |
+| es         | 268,490,691    | 286,677     | 936              |
+| fr         | 260,165,890    | 263,476     | 987              |
+| pt         | 249,876,523    | 271,507     | 920              |
+| de         | 227,320,109    | 229,955     | 988              |
+| zh         | 138,407,124    | 325,642     | 425              |
+| ru         | 113,757,141    | 170,656     | 666              |
+| tr         | 88,990,371     | 110,218     | 807              |
+| cs         | 79,467,764     | 90,758      | 875              |
+| it         | 79,255,131     | 87,247      | 908              |
+| hu         | 78,255,365     | 47,364      | 1,652            |
+| ko         | 58,075,599     | 107,583     | 539              |
+| ja         | 50,994,972     | 142,194     | 358              |
+| pl         | 50,180,380     | 61,054      | 821              |
+| nl         | 38,832,506     | 47,804      | 812              |
+| la         | 20,255,622     | 3,384       | 5,985            |
+| vi         | 14,549,237     | 16,227      | 896              |
+| id         | 8,733,976      | 16,780      | 520              |
+| el         | 6,718,434      | 4,028       | 1,667            |
+| uk         | 6,600,145      | 12,855      | 513              |
+| fi         | 6,281,330      | 12,626      | 497              |
+| hr         | 6,218,820      | 8,477       | 733              |
+| ca         | 3,450,583      | 9,528       | 362              |
+| bg         | 3,429,958      | 6,318       | 542              |
+| ro         | 3,386,820      | 6,972       | 485              |
+| lt         | 2,757,088      | 8,366       | 329              |
+| sr         | 2,405,375      | 4,339       | 554              |
+| ar         | 2,104,517      | 3,933       | 535              |
+| sk         | 2,000,949      | 5,306       | 377              |
+| sl         | 1,861,366      | 9,879       | 188              |
+| th         | 1,479,766      | 4,121       | 359              |
+| et         | 1,176,065      | 14,024      | 83               |
+| he         | 1,065,461      | 1,676       | 635              |
+| ceb        | 1,022,772      | 3,467       | 295              |
+| tl         | 947,831        | 1,793       | 528              |
+| fa         | 798,745        | 1,871       | 426              |
+| pms        | 678,923        | 371         | 1,829            |
+| oc         | 614,919        | 717         | 857              |
+| kk         | 501,078        | 430         | 1,165            |
+| sq         | 475,954        | 1,701       | 279              |
+| gl         | 464,281        | 1,497       | 310              |
+| mk         | 433,827        | 718         | 604              |
+| af         | 377,153        | 1,303       | 289              |
+| eu         | 335,119        | 1,164       | 287              |
+| lv         | 324,580        | 887         | 365              |
+| cy         | 314,722        | 994         | 316              |
+| jv         | 292,853        | 654         | 447              |
+| hi         | 284,711        | 492         | 578              |
+| az         | 274,471        | 699         | 392              |
+| ur         | 231,347        | 1,304       | 177              |
+| eo         | 227,424        | 3,333       | 68               |
+| ms         | 216,842        | 2,501       | 86               |
+| bn         | 206,468        | 303         | 681              |
+| my         | 203,854        | 280         | 728              |
+| be         | 198,893        | 719         | 276              |
+| ta         | 179,361        | 626         | 286              |
+| br         | 177,950        | 247         | 720              |
+| mn         | 176,621        | 455         | 388              |
+| sh         | 167,339        | 815         | 205              |
+| ast        | 120,688        | 328         | 367              |
+| ka         | 112,894        | 494         | 228              |
+| kv         | 106,773        | 126         | 847              |
+| hy         | 105,867        | 517         | 204              |
+| ilo        | 102,826        | 574         | 179              |
+| ml         | 101,740        | 373         | 272              |
+| sw         | 98,116         | 311         | 315              |
+| uz         | 87,888         | 378         | 232              |
+| ky         | 66,225         | 43          | 1,540            |
+| arz        | 52,948         | 79          | 670              |
+| ga         | 52,904         | 404         | 130              |
+| cv         | 52,595         | 80          | 657              |
+| ht         | 49,638         | 102         | 486              |
+| su         | 48,954         | 184         | 266              |
+| kn         | 47,544         | 331         | 143              |
+| ba         | 46,325         | 107         | 432              |
+| war        | 42,706         | 1,947       | 21               |
+| lb         | 34,368         | 773         | 44               |
+| gu         | 32,386         | 77          | 420              |
+| krc        | 30,931         | 35          | 883              |
+| wuu        | 29,792         | 19          | 1,568            |
+| gn         | 29,070         | 63          | 461              |
+| tt         | 27,389         | 134         | 204              |
+| mr         | 25,663         | 361         | 71               |
+| fy         | 21,462         | 1,332       | 16               |
+| tg         | 19,788         | 81          | 244              |
+| tk         | 19,425         | 64          | 303              |
+| bs         | 19,401         | 303         | 64               |
+| km         | 19,298         | 45          | 428              |
+| yo         | 19,148         | 45          | 425              |
+| ce         | 18,525         | 50          | 370              |
+| ug         | 18,512         | 16          | 1,157            |
+| ku         | 16,428         | 307         | 53               |
+| pa         | 15,782         | 136         | 116              |
+| or         | 15,331         | 17          | 901              |
+| te         | 14,391         | 92          | 156              |
+| sa         | 13,617         | 29          | 469              |
+| yi         | 13,462         | 27          | 498              |
+| ckb        | 12,868         | 22          | 584              |
+| mt         | 11,574         | 113         | 102              |
+| als        | 11,395         | 1,187       | 9                |
+| sah        | 11,107         | 16          | 694              |
+| ne         | 10,279         | 39          | 263              |
+| si         | 9,534          | 183         | 52               |
+| pnb        | 7,239          | 24          | 301              |
+| nds        | 6,254          | 526         | 11               |
+| bo         | 5,894          | 10          | 589              |
+| bxr        | 4,687          | 9           | 520              |
+| wa         | 4,633          | 451         | 10               |
+| ie         | 4,319          | 130         | 33               |
+| io         | 4,292          | 103         | 41               |
+| jbo        | 4,232          | 360         | 11               |
+| new        | 4,213          | 37          | 113              |
+| bcl        | 4,045          | 23          | 175              |
+| lmo        | 3,775          | 181         | 20               |
+| ia         | 3,500          | 273         | 12               |
+| hsb        | 3,135          | 69          | 45               |
+| av         | 2,868          | 2           | 1,434            |
+| dsb        | 2,575          | 23          | 111              |
+| so         | 2,280          | 40          | 57               |
+| dv         | 2,148          | 61          | 35               |
+| ps         | 2,075          | 27          | 76               |
+| min        | 1,981          | 30          | 66               |
+| lo         | 1,784          | 48          | 37               |
+| mg         | 1,487          | 72          | 20               |
+| rm         | 1,234          | 46          | 26               |
+| am         | 1,175          | 31          | 37               |
+| os         | 1,143          | 119         | 9                |
+| gd         | 1,131          | 30          | 37               |
+| as         | 1,112          | 9           | 123              |
+| sd         | 1,094          | 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               |
+| pam        | 201            | 33          | 6                |
+| vec        | 201            | 28          | 7                |
+| 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                |
+| xmf        | 6              | 1           | 6                |
+| azb        | 6              | 1           | 6                |
+| tyv        | 6              | 1           | 6                |
+| dty        | 5              | 1           | 5                |
+| frr        | 3              | 1           | 3                |
+| mrj        | 3              | 1           | 3                |
+| rue        | 3              | 1           | 3                |
+| bpy        | 3              | 1           | 3                |
+
+### Publish Periode
+|   Decade | Words          | Documents   | Words/Document   |
+|---------:|---------------:|------------:|-----------------:|
+|     2020 | 37,173,668,587 | 46,112,173  | 2,906            |
+|     2010 | 37,664,720     | 215,709     | 1,810            |
+|     2000 | 17,760,338     | 81,704      | 2,416            |
+|     1990 | 5,457,171      | 20,789      | 2,135            |
+|     1980 | 12,788,110     | 51,440      | 2,482            |
+|     1970 | 11,497,635     | 52,200      | 2,187            |
+|     1960 | 17,310,523     | 83,128      | 2,140            |
+|     1950 | 22,583,156     | 108,905     | 2,083            |
+|     1940 | 7,387,848      | 39,415      | 1,961            |
+|     1900 | 2,305,181      | 194,180     | 68               |
+|     1890 | 2,513,060      | 230,323     | 104              |
+|     1880 | 2,335,829      | 183,361     | 122              |
+|     1870 | 953,265        | 71,910      | 114              |
+