datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
essay-grammar-range-qwen3.5-4b-trl-completions
TRL Completion logs
This dataset contains the completions generated during training using trl.
Find the trained model at https://huggingface.co/bihungba1101/essay-grammar-range-qwen3.5-4b-grpo.
The completions are stored in parquet files, and each file contains the completions for a single step of training (depending on the logging_steps argument).
Each file contains the following columns:
step: the step of training
prompt: the prompt used to generate the completion
completion: the… See the full description on the dataset page: https://huggingface.co/datasets/bihungba1101/essay-grammar-range-qwen3.5-4b-trl-completions.grammar-accuracy-qwen3.5-4b-trl-completions
TRL Completion logs
This dataset contains the completions generated during training using trl.
Find the trained model at https://huggingface.co/bihungba1101/grammar-accuracy-qwen3.5-4b-grpo.
The completions are stored in parquet files, and each file contains the completions for a single step of training (depending on the logging_steps argument).
Each file contains the following columns:
step: the step of training
prompt: the prompt used to generate the completion
completion:… See the full description on the dataset page: https://huggingface.co/datasets/bihungba1101/grammar-accuracy-qwen3.5-4b-trl-completions.unified-grammar
Unified Distributional Grammar (Greek + Latin + Hebrew)
NuBerea/unified-grammar — the j-layer construction × function × source × era matrix, mirroring the
shape of NuBerea/distributional-lexicon (lemma × sense × source × era) for grammar instead of
lexicon: every grammatical claim scoped, counted, basis-carrying (see METRIC SEMANTICS below), and traceable to corpus
instances, with traditional grammars (Smyth, Gesenius-Kautzsch-Cowley, Allen & Greenough) admitted only
as witness… See the full description on the dataset page: https://huggingface.co/datasets/NuBerea/unified-grammar.smyth-grammar
smyth-grammar
Herbert Weir Smyth, A Greek Grammar for Colleges (New York: American Book
Company, 1920 — public domain). PROSE-witness t0 source repo for Greek
morphology and syntax, the sibling of allen-greenough-grammar (Latin) and
gesenius-kautzsch-grammar (Hebrew) in the distributional-grammar programme:
one row per numbered Smyth paragraph (§1–§3048, complete, plus the 213
"D"-suffixed dialect paragraphs), Greek examples in polytonic Unicode, Smyth's
own cross-references as… See the full description on the dataset page: https://huggingface.co/datasets/NuBerea/smyth-grammar.grammar-accuracy-qwen3.5-4b-trl-grpo-vllm-colocate-completions
TRL Completion logs
This dataset contains the completions generated during training using trl.
Find the trained model at https://huggingface.co/bihungba1101/grammar-accuracy-qwen3.5-4b-trl-grpo-vllm-colocate.
The completions are stored in parquet files, and each file contains the completions for a single step of training (depending on the logging_steps argument).
Each file contains the following columns:
step: the step of training
prompt: the prompt used to generate the completion… See the full description on the dataset page: https://huggingface.co/datasets/bihungba1101/grammar-accuracy-qwen3.5-4b-trl-grpo-vllm-colocate-completions.detexd-benchmark
Dataset Card for DeTexD: A Benchmark Dataset for Delicate Text Detection
Dataset Summary
We define delicate text as any text that is emotionally charged or potentially triggering such that engaging with it has the potential to result in harm. This broad term covers a range of sensitive texts that vary across four major dimensions: 1) riskiness, 2) explicitness, 3) topic, and 4) target.
This dataset contains texts with fine-grained individual annotator labels from 0 to 5… See the full description on the dataset page: https://huggingface.co/datasets/grammarly/detexd-benchmark.formal-grammar-llm-benchmark
A formal grammar benchmark to study learning and memorization of large language models
Usage
Load a specific grammar (config) and split:
from datasets import load_dataset
ds = load_dataset(
"<username>/formal-grammar-llm-benchmark",
name="pcfg_cfg3b_eq_len_skewed_prob",
)
# available splits per grammar:
# train_sequences, test_sequences, non_grammatical_sequences,
# non_grammatical_*_grammar_edit_*, non_grammatical_*_edit_distance_*… See the full description on the dataset page: https://huggingface.co/datasets/hoisoserious/formal-grammar-llm-benchmark.infini_gram_mini_cleanslate_dolma3_10Bnoldeke-syriac-grammar
NuBerea Nöldeke Syriac Grammar
A structured digitization of Theodor Nöldeke's Compendious Syriac Grammar (1904 English
translation by James A. Crichton, of Nöldeke's Kurzgefasste syrische Grammatik), plus a
derived, verse-grain pointer table linking the grammar's scripture citations to Bible loci.
Attribution
Source
License
Theodor Nöldeke, Compendious Syriac Grammar, trans. James A. Crichton (London: Williams & Norgate, 1904)
Public Domain… See the full description on the dataset page: https://huggingface.co/datasets/NuBerea/noldeke-syriac-grammar.scoutieDataset_russian_language_grammar_and_rules_vectorized
Description in English:
A dataset collected from 30 Russian-language Telegram channels on the topic of learning the Russian language. This dataset contains grammar, syntax, spelling and punctuation rules.
The dataset was collected and marked automatically using the Scoutie data collection and marking service.Try Scoutie and collect the same or another dataset using the link.
Dataset fields:
taskId - task identifier in the Scouti service. text - main text. url -… See the full description on the dataset page: https://huggingface.co/datasets/ScoutieAutoML/scoutieDataset_russian_language_grammar_and_rules_vectorized.grammar-correctable-texts
Grammar Correctable Texts
These are collected texts sampled from various sources, which have been screened across several dimensions using google flash 2.0:
is_english
meaning_is_recoverable (Intended meaning is clear enough that correction won't change it.)
coherent_and_on_topic (Sentences cohere; not random fragments or spam.)
not_style_or_dialect_intent (Oddities are not intentional dialect/poetry/stylized voice.)
error_density_not_extreme
not_code_or_markup_heavy… See the full description on the dataset page: https://huggingface.co/datasets/dleemiller/grammar-correctable-texts.gram-n-queens
GRAM N-Queens Dataset
A replication of the N-Queens dataset from Generative Recursive Reasoning Models (GRAM) (Baek et al., ICLR 2026 Workshop on AI with Recursive Self-Improvement), Appendix E.1.1.
Dataset Summary
This is a partial-completion variant of the N-Queens problem: given a chessboard with some queens already placed, complete the configuration so that no two queens attack each other. The dataset is designed for evaluating recursive reasoning models on constraint… See the full description on the dataset page: https://huggingface.co/datasets/brozonoyer/gram-n-queens.gram-graph-coloring
GRAM Graph Coloring Dataset
A replication of the Graph Coloring dataset from Generative Recursive Reasoning Models (GRAM) (Baek et al., ICLR 2026 Workshop on AI with Recursive Self-Improvement), Appendix E.1.2.
Repository: Generate, Verify, Upload
# Setup
python -m venv venv-graph-coloring && source venv-graph-coloring/bin/activate # or: venv-graph-coloring\Scripts\activate on Windows
pip install -r requirements.txt
# Generate (use salloc for parallel: salloc… See the full description on the dataset page: https://huggingface.co/datasets/brozonoyer/gram-graph-coloring.grammeranderrordatasetzero-seven-temp-three-gram-penalty-2026-03-20-05-26-47_analyzedimdb_sentiment_grammar_dpo_multipreferencecompositional_logiceurope-who-average-daily-intake-in-grams-of-alcohol
Average daily intake in grams of alcohol, population (15+) | Europe (WHO GHO)
🇪🇺 2,484 observations · 40 Europe countries · 2000–2020 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 2,484 observations of Average daily intake in grams of alcohol, population (15+) data across 40 Europe countries, spanning 2000–2020, covering 1 distinct indicators.
About the source
Source: WHO Global Health Observatory
Publisher: World Health… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-who-average-daily-intake-in-grams-of-alcohol.scoutieDataset_chinese_russian_dictionary_grammar_spelling_vectorized
Description in English:
A dataset collected from 30 Russian-language Telegram channels on the topic of learning Chinese, this dataset contains grammar, syntax, spelling and punctuation rules, as well as Chinese words with Russian translations.
The dataset was collected and marked automatically using the Scoutie data collection and marking service.Try Scoutie and collect the same or another dataset using the link.
Dataset fields:
taskId - task identifier in the… See the full description on the dataset page: https://huggingface.co/datasets/ScoutieAutoML/scoutieDataset_chinese_russian_dictionary_grammar_spelling_vectorized.ltz_grammar_eval
✨ Dataset Summary
The ltz_grammar_eval dataset is a curated collection of Luxembourgish–English parallel sentences annotated with grammar points.It is designed for language learners, linguists, and NLP researchers focusing on Luxembourgish grammar understanding, machine translation, and low-resource language modeling.
📘 Dataset Composition
Each entry in the dataset includes:
A Luxembourgish sentence demonstrating a specific grammatical feature.Example:… See the full description on the dataset page: https://huggingface.co/datasets/Volavion/ltz_grammar_eval.zero-seven-temp-three-gram-penalty-2026-03-20-05-26-47africa-who-average-daily-intake-in-grams-of-alcohol
Africa — WHO GHO: Average daily intake in grams of alcohol, population (15+) | Africa (World Health Organization)
Size category: 1K<n<10K - Formats: parquet - Sector: health - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-who-average-daily-intake-in-grams-of-alcohol.imdb_sentiment_grammar_dpo_multipreference_repeatsamplingscoutieDataset_english_russian_dictionary_grammar_spelling_vectorized
Description in English:
A dataset collected from 30 Russian-language Telegram channels on the topic of learning English, this dataset contains grammar, syntax, spelling and punctuation rules, as well as English words with Russian translations.
The dataset was collected and marked automatically using the Scoutie data collection and marking service.Try Scoutie and collect the same or another dataset using the link.
Dataset fields:
taskId - task identifier in the… See the full description on the dataset page: https://huggingface.co/datasets/ScoutieAutoML/scoutieDataset_english_russian_dictionary_grammar_spelling_vectorized.asia-owid-cattle-meat-yields-hectograms-100-grams-per-animal
Cattle Meat Yields Hectograms 100 Grams Per Animal | Asia (Our World in Data)
🌏 2,721 observations · 48 Asia countries · 1961–2024 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 2,721 observations of Cattle Meat Yields Hectograms 100 Grams Per Animal data across 48 Asia countries, spanning 1961–2024.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Cattle Meat Yields Hectograms… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-cattle-meat-yields-hectograms-100-grams-per-animal.beyond-n-grams
Beyond N-Grams (BNG)
Dataset Summary
This dataset is designed to study language trends over time. It combines multi-source metadata, aggregated review signals, and LLM-generated features to enable hypothesis-driven and exploratory research on how narrative and reception characteristics evolve over time.
The dataset does not contain original book text. Instead, it uses LLM-generated proxy content and derived features to approximate semantic and evaluative… See the full description on the dataset page: https://huggingface.co/datasets/annon-neurips-2026/beyond-n-grams.africa-unsdg-proportion-of-groundwater-bodies-with-good-ambient-wate-en-h2o-grambq
Africa Unsdg Proportion of Groundwater Bodies With Good Ambient Wate En H2o Grambq | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: parquet - Sector: other_unclassified - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-unsdg-proportion-of-groundwater-bodies-with-good-ambient-wate-en-h2o-grambq.africa-owid-cattle-meat-yields-hectograms-100-grams-per-animal
Cattle Meat Yields Hectograms 100 Grams Per Animal | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - Sector: other_unclassified - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-cattle-meat-yields-hectograms-100-grams-per-animal.africa-owid-pig-yields-meat-per-animal-in-hectograms-100-grams
Pig Yields Meat Per Animal In Hectograms 100 Grams | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: not declared - Sector: other_unclassified - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-pig-yields-meat-per-animal-in-hectograms-100-grams.grammar-attention-maps-opt-350m