diff --git a/.gitattributes b/.gitattributes
index eeded0ae6aa9396a8be36af42cd74e946d059d66..75512faf621c401a36fdf344b7b1dd06c0864deb 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -54,3 +54,75 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.jpeg filter=lfs diff=lfs merge=lfs -text
 *.webp filter=lfs diff=lfs merge=lfs -text
 data.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+rulm_ods-tass_1.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+libru_computers_0.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+libru_military_0.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+libru_science_0.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+libru_science_1.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+libru_history_2.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+libru_reference_0.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+libru_textbook_0.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+libru_UNDEFINED_0.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+libru_biography_3.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+libru_dramaturgy_0.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+libru_essay_0.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+libru_history_1.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+libru_religion_3.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+rulm_wiki_0.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+libru_cinema_0.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+rulm_gazeta_0.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+rulm_wiki_2.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+rulm_buriy_0.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+rulm_habr_1.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+rulm_ods-tass_0.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+libru_antique_1.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+libru_aphorisms_0.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+libru_guidebooks_0.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+libru_history_3.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+libru_economics_0.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+libru_essay_1.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+libru_humor_0.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+rulm_wiki_1.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+libru_fantasy_0.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+libru_history_0.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+libru_history_4.jsonl.zst filter=lfs diff=lfs merge=lfs -text
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+libru_biography_1.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+libru_business_0.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+libru_design_0.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+libru_art_0.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+libru_psychology_0.jsonl.zst filter=lfs diff=lfs merge=lfs -text
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+libru_accounting_0.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+libru_antique_0.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+libru_language_0.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+libru_medicine_0.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+libru_law_0.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+libru_literature_0.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+libru_philosophy_0.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+libru_religion_1.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+libru_prose_0.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+libru_science_2.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+libru_sociology_0.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+libru_psychology_1.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+rulm_buriy_2.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+wiki40_enwiki_0.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+rulm_pikabu_2.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+libru_biography_2.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+libru_biology_0.jsonl.zst filter=lfs diff=lfs merge=lfs -text
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+libru_prose_1.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+rulm_pikabu_0.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+libru_music_0.jsonl.zst filter=lfs diff=lfs merge=lfs -text
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+rulm_lenta_0.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+rulm_taiga-fontanka_0.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+libru_essay_2.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+libru_geography_0.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+libru_religion_0.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+rulm_habr_0.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+libru_biography_4.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+libru_history_5.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+libru_politic_0.jsonl.zst filter=lfs diff=lfs merge=lfs -text
+libru_prose_2.jsonl.zst filter=lfs diff=lfs merge=lfs -text
diff --git a/darulm.py b/darulm.py
new file mode 100644
index 0000000000000000000000000000000000000000..89dde84ce48261f42e19b4d80c1af07ce6ca4433
--- /dev/null
+++ b/darulm.py
@@ -0,0 +1,169 @@
+import os
+import io
+
+import zstandard
+import jsonlines
+import datasets
+
+import json
+
+
+def parse_json(x):
+    return json.loads(x)
+
+
+_DESCRIPTION = "DaruLM for LLM"
+_URLS = [
+    "libru_accounting_0.jsonl.zst",
+    "libru_antique_0.jsonl.zst",
+    "libru_antique_1.jsonl.zst",
+    "libru_aphorisms_0.jsonl.zst",
+    "libru_art_0.jsonl.zst",
+    "libru_biography_0.jsonl.zst",
+    "libru_biography_1.jsonl.zst",
+    "libru_biography_2.jsonl.zst",
+    "libru_biography_3.jsonl.zst",
+    "libru_biography_4.jsonl.zst",
+    "libru_biology_0.jsonl.zst",
+    "libru_business_0.jsonl.zst",
+    "libru_cinema_0.jsonl.zst",
+    "libru_computers_0.jsonl.zst",
+    "libru_design_0.jsonl.zst",
+    "libru_dramaturgy_0.jsonl.zst",
+    "libru_economics_0.jsonl.zst",
+    "libru_essay_0.jsonl.zst",
+    "libru_essay_1.jsonl.zst",
+    "libru_essay_2.jsonl.zst",
+    "libru_fantasy_0.jsonl.zst",
+    "libru_geography_0.jsonl.zst",
+    "libru_guidebooks_0.jsonl.zst",
+    "libru_guidebooks_1.jsonl.zst",
+    "libru_history_0.jsonl.zst",
+    "libru_history_1.jsonl.zst",
+    "libru_history_2.jsonl.zst",
+    "libru_history_3.jsonl.zst",
+    "libru_history_4.jsonl.zst",
+    "libru_history_5.jsonl.zst",
+    "libru_humor_0.jsonl.zst",
+    "libru_language_0.jsonl.zst",
+    "libru_law_0.jsonl.zst",
+    "libru_literature_0.jsonl.zst",
+    "libru_medicine_0.jsonl.zst",
+    "libru_military_0.jsonl.zst",
+    "libru_music_0.jsonl.zst",
+    "libru_philosophy_0.jsonl.zst",
+    "libru_politic_0.jsonl.zst",
+    "libru_prose_0.jsonl.zst",
+    "libru_prose_1.jsonl.zst",
+    "libru_prose_2.jsonl.zst",
+    "libru_psychology_0.jsonl.zst",
+    "libru_psychology_1.jsonl.zst",
+    "libru_reference_0.jsonl.zst",
+    "libru_religion_0.jsonl.zst",
+    "libru_religion_1.jsonl.zst",
+    "libru_religion_2.jsonl.zst",
+    "libru_religion_3.jsonl.zst",
+    "libru_science_0.jsonl.zst",
+    "libru_science_1.jsonl.zst",
+    "libru_science_2.jsonl.zst",
+    "libru_sociology_0.jsonl.zst",
+    "libru_textbook_0.jsonl.zst",
+    "libru_UNDEFINED_0.jsonl.zst",
+    "rulm_buriy_0.jsonl.zst",
+    "rulm_buriy_1.jsonl.zst",
+    "rulm_buriy_2.jsonl.zst",
+    "rulm_gazeta_0.jsonl.zst",
+    "rulm_habr_0.jsonl.zst",
+    "rulm_habr_1.jsonl.zst",
+    "rulm_lenta_0.jsonl.zst",
+    "rulm_ods-tass_0.jsonl.zst",
+    "rulm_ods-tass_1.jsonl.zst",
+    "rulm_pikabu_0.jsonl.zst",
+    "rulm_pikabu_1.jsonl.zst",
+    "rulm_pikabu_2.jsonl.zst",
+    "rulm_taiga-fontanka_0.jsonl.zst",
+    "rulm_wiki_0.jsonl.zst",
+    "rulm_wiki_1.jsonl.zst",
+    "rulm_wiki_2.jsonl.zst",
+    "wiki40_enwiki_0.jsonl.zst",
+]
+
+
+DOMAINS = sorted(set(url.split('_')[1] for url in _URLS))
+
+_VERSION = datasets.Version("1.1.0")
+
+
+class DarulmConfig(datasets.BuilderConfig):
+    """BuilderConfig for DaruLM."""
+
+    def __init__(self, domains="all", version=_VERSION, **kwargs):
+        """BuilderConfig for DaruLM.
+        Args:
+            domains (str or list, default 'all'): domain names. 
+            **kwargs: keyword arguments forwarded to super.
+        """
+        if isinstance(domains, str):
+            domains = [domains]
+        name = "+".join(domains)
+        if name == "all":
+            domains = DOMAINS
+
+        missing_domains = set(domains)-set(DOMAINS)
+        assert len(
+            missing_domains) == 0, f"{missing_domains} not found in domain list"
+
+        if version != _VERSION:
+            name = f"{name}-{version}"
+        super().__init__(name=name, version=version, **kwargs)
+        self.domains = domains
+
+
+class DarulmDataset(datasets.GeneratorBasedBuilder):
+    VERSION = _VERSION
+
+    BUILDER_CONFIG_CLASS = DarulmConfig
+    BUILDER_CONFIGS = [
+        DarulmConfig(
+            domains="all",
+            description="Full DaruLM collection.",
+        ),
+    ] + [
+        DarulmConfig(
+            domains=dn,
+            description=f"DaruLM part with {dn} texts",
+        )
+        for dn in sorted(DOMAINS)
+    ]
+    DEFAULT_CONFIG_NAME = "all"
+
+    def _info(self):
+        features = datasets.Features(
+            {
+                "text": datasets.Value("string"),
+                "domain": datasets.Value("string"),
+            }
+        )
+        return datasets.DatasetInfo(
+            description=_DESCRIPTION,
+            features=features
+        )
+
+    def _split_generators(self, dl_manager):
+        downloaded_files = dl_manager.download(_URLS)
+        paths = [
+            path for dn in self.config.domains for path in downloaded_files if f"_{dn}_" in path
+        ]
+        return [
+            datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={
+                                    "paths": paths}),
+        ]
+
+    def _generate_examples(self, paths):
+        for path in paths:
+            with open(path, "rb") as f:
+                cctx = zstandard.ZstdDecompressor()
+                reader_stream = io.BufferedReader(cctx.stream_reader(f))
+                reader = jsonlines.Reader(reader_stream, loads=parse_json)
+                for id_, item in enumerate(reader):
+                    yield id_, item
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