datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
total-300-lambda00-s_signal_type6-jh-epoch4
total-300-lambda00-s_signal_type6-jh-epoch4
Portable process-evaluation output. metadata.json is the lightweight source
for aggregate results; the JSONL files are directly loadable; and
artifacts.tar.gz losslessly preserves the original run directory.
Reasoning score: 0.3875
Action score: 0.43125
Valid samples: 320/320
total-300-lambda02-s_signal_type6-jh-epoch4
total-300-lambda02-s_signal_type6-jh-epoch4
Portable process-evaluation output. metadata.json is the lightweight source
for aggregate results; the JSONL files are directly loadable; and
artifacts.tar.gz losslessly preserves the original run directory.
Reasoning score: 0.4046875
Action score: 0.4140625
Valid samples: 320/320
total-300-lambda05-s_signal_type6-jh-epoch4
total-300-lambda05-s_signal_type6-jh-epoch4
Portable process-evaluation output. metadata.json is the lightweight source
for aggregate results; the JSONL files are directly loadable; and
artifacts.tar.gz losslessly preserves the original run directory.
Reasoning score: 0.35703125
Action score: 0.4375
Valid samples: 320/320
total-300-lambda10-s_signal_type6-jh-epoch4
total-300-lambda10-s_signal_type6-jh-epoch4
Portable process-evaluation output. metadata.json is the lightweight source
for aggregate results; the JSONL files are directly loadable; and
artifacts.tar.gz losslessly preserves the original run directory.
Reasoning score: 0.36640625
Action score: 0.41875
Valid samples: 320/320
total-300-lambda08-s_signal_type6-jh-epoch4
total-300-lambda08-s_signal_type6-jh-epoch4
Portable process-evaluation output. metadata.json is the lightweight source
for aggregate results; the JSONL files are directly loadable; and
artifacts.tar.gz losslessly preserves the original run directory.
Reasoning score: 0.38046875
Action score: 0.4078125
Valid samples: 320/320
total-300noapp-lambda02-s_signal_type6-jh-epoch4
total-300noapp-lambda02-s_signal_type6-jh-epoch4
Portable process-evaluation output. metadata.json is the lightweight source
for aggregate results; the JSONL files are directly loadable; and
artifacts.tar.gz losslessly preserves the original run directory.
Reasoning score: 0.36640625
Action score: 0.409375
Valid samples: 320/320
total-300app-lambda02-s_signal_type6-jh-epoch4
total-300app-lambda02-s_signal_type6-jh-epoch4
Portable process-evaluation output. metadata.json is the lightweight source
for aggregate results; the JSONL files are directly loadable; and
artifacts.tar.gz losslessly preserves the original run directory.
Reasoning score: 0.3625
Action score: 0.4015625
Valid samples: 320/320
total-131-lambda02-residual-s_signal_type6-jh-epoch4
total-131-lambda02-residual-s_signal_type6-jh-epoch4
Portable process-evaluation output. metadata.json is the lightweight source
for aggregate results; the JSONL files are directly loadable; and
artifacts.tar.gz losslessly preserves the original run directory.
Reasoning score: 0.3765625
Action score: 0.4171875
Valid samples: 320/320
total-300-lambda02-s_signal_type6-jh-retry-epoch4
total-300-lambda02-s_signal_type6-jh-retry-epoch4
Portable process-evaluation output. metadata.json is the lightweight source
for aggregate results; the JSONL files are directly loadable; and
artifacts.tar.gz losslessly preserves the original run directory.
Reasoning score: 0.36953125
Action score: 0.3984375
Valid samples: 320/320
total-300-lambda02-s_signal_type6-jh-epoch4-reeval2
total-300-lambda02-s_signal_type6-jh-epoch4-reeval2
Portable process-evaluation output. metadata.json is the lightweight source
for aggregate results; the JSONL files are directly loadable; and
artifacts.tar.gz losslessly preserves the original run directory.
Reasoning score: 0.4125
Action score: 0.4265625
Valid samples: 320/320
total-300-lambda02-s_signal_type6-jh-epoch4-reeval1
total-300-lambda02-s_signal_type6-jh-epoch4-reeval1
Portable process-evaluation output. metadata.json is the lightweight source
for aggregate results; the JSONL files are directly loadable; and
artifacts.tar.gz losslessly preserves the original run directory.
Reasoning score: 0.38828125
Action score: 0.4234375
Valid samples: 320/320
typed-decisions
Typed Decisions
A benchmark for typed probabilistic decisions over shared state. You give a
model one piece of unstructured state. It answers several typed questions about
that state at once, and every answer is a probability distribution rather than a
single label.
The schema follows the System One primitives used by
TypeSafe AI: noul, choice and score. A row replays against any API that implements that shape. This benchmark is
independent. It is not affiliated with TypeSafe… See the full description on the dataset page: https://huggingface.co/datasets/LocalLLaMA/typed-decisions.four_types_weightedtypescript-codewarn-act-notice-type-codes-crosswalk
WARN Act notice-type codes — the crosswalk
Every US state publishes WARN Act layoff notices with a free-text column saying
what kind of event it is. The statute recognises two: a plant closing and a
mass layoff. Across 48 states that column contains
552 distinct exact strings (531
once you fold case).
This dataset is the crosswalk: one row per raw string, how many notices carry
it, which states emit it, and what it normalizes to.
The finding that matters
521 of… See the full description on the dataset page: https://huggingface.co/datasets/APProjects/warn-act-notice-type-codes-crosswalk.question-type-and-complexity
Question Type and Complexity (QTC) Dataset
Dataset Overview
The Question Type and Complexity (QTC) dataset is a comprehensive resource for linguistics/NLP research focusing on question classification and linguistic complexity analysis across multiple languages. It contains questions from two distinct sources (TyDi QA and Universal Dependencies v2.15), automatically annotated with question types (polar/content) and a set of linguistic complexity features.
Key Features:
2… See the full description on the dataset page: https://huggingface.co/datasets/rokokot/question-type-and-complexity.cav3_t-type_calcium_channels_butkiewicz
Dataset Details
Dataset Description
This dataset was initially curated from HTS data at the PubChem database.
The curation process is documented in Butkiewicz et al.
Primary screening with AID 449739 identified inhibitors of Cav3 T-type calcium channels.
Four follow-up screens were performed to confirm inhibitory effects on smaller sets of compounds
involving AID 493021, AID 493022, AID 493023, and AID 493041.
AID 489005 was performed as counter screen validating active… See the full description on the dataset page: https://huggingface.co/datasets/jablonkagroup/cav3_t-type_calcium_channels_butkiewicz.fenic-codebasestack_edu_typescripttypescript-jesthacker-news-dataset
Hacker News Dataset (2025)
Dataset Description
A comprehensive dataset of Hacker News content from 2025, containing stories, comments, users, and their relationships. This dataset enables deep analysis of technical discussions, trends, and community dynamics on one of the most influential technology forums.
Dataset Summary
Total Records: 38.4M+ across 10 tables
Stories: 287K+ submissions including links, Show HNs, Ask HNs
Comments: 2.5M+ discussion… See the full description on the dataset page: https://huggingface.co/datasets/typedef-ai/hacker-news-dataset.vn-provinces-household-housing-type-share
Vietnam household housing type shares by locality
Vietnam share of households by housing durability type (permanent, semi-permanent, less permanent, simple) by locality, 2014-2024 (even years). Geographic labels are English (UN/GSO style ASCII romanization). Province names follow ar_core.vn_geo (historical 63-province system).
Figures
Hero
Comparison
Color key
Files
provinces (378 rows)
data/provinces.csv
data/provinces.dta
data/provinces.xlsx… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-household-housing-type-share.vn-provinces-housing-area-per-capita-by-type
Vietnam housing area per capita by house type
Vietnam housing area per capita by house type. Geographic labels are English (UN/GSO style ASCII romanization). Tables cover provinces, regions and national total where present. Province names follow ar_core.vn_geo (historical 63-province system).
Figures
Hero
Comparison
Color key
Files
provinces (378 rows)
data/provinces.csv
data/provinces.dta
data/provinces.xlsx
regions (36 rows)
data/regions.csv… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-housing-area-per-capita-by-type.typed-decision-bench
Typed Decision Bench v0.3
Built by Blobfish AI. A benchmark for one-pass decision models: 5,387 items, 25 tasks, 5 use-case
suites. Blobfish designed the tasks, wrote the typed questions, framed each one as a decision a business actually
delegates (use case, vertical), drew stratified seeded panels, froze them, and built the scoring, the contamination
tiers and the quality scorecard. The underlying records are drawn from 21 openly licensed public datasets plus one
generator of… See the full description on the dataset page: https://huggingface.co/datasets/SamuelChien821/typed-decision-bench.traffy-fondue-type-onlyomnimind-allen-cell-types-human-baseline
OmniMind — Allen Cell Types Database human baseline
Source: https://celltypes.brain-map.org/
Files
allen_cell_types_human_specimen_metadata.parquet — 413 human cortical cells, full metadata.
allen_ephys_features_human.parquet — electrophysiology features (56 columns) for 413 human cells.
allen_morphology_features_human.parquet — morphology reconstruction features for 158 human cells.
allen_human_by_*.parquet — aggregations by region, layer, dendrite type… See the full description on the dataset page: https://huggingface.co/datasets/fabricioslv/omnimind-allen-cell-types-human-baseline.cluebbers__Llama-3.1-8B-paraphrase-type-generation-apty-sigmoid-details
Dataset Card for Evaluation run of cluebbers/Llama-3.1-8B-paraphrase-type-generation-apty-sigmoid
Dataset automatically created during the evaluation run of model cluebbers/Llama-3.1-8B-paraphrase-type-generation-apty-sigmoid
The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task.
The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the… See the full description on the dataset page: https://huggingface.co/datasets/open-llm-leaderboard/cluebbers__Llama-3.1-8B-paraphrase-type-generation-apty-sigmoid-details.aarne-1910-tale-types
Aarne 1910 Tale-Type Index (Verzeichnis der Märchentypen)
A complete structured digitization of Antti Aarne's Verzeichnis der Märchentypen (Folklore Fellows' Communications 3, Helsinki 1910) — the founding catalogue of the Aarne–Thompson–Uther tale-type system. Every type with its German title and description, part/division/subsection structure, group captions, Grundtvig and Grimm cross-references, page numbers, and English title glosses. Parsed from the proofread German… See the full description on the dataset page: https://huggingface.co/datasets/wheelofheaven/aarne-1910-tale-types.lux-typed-docs
Yale LUX dots.ocr layout/OCR outputs
Structured OCR/layout output from the rednote-hilab/dots.ocr model for Yale LUX document images. Each row carries the OCR output, the source image_url, the canvas_index, and a pointer to its manifest.
Rows: 626,586.
Built from the Yale LUX manifest processing database.
fenic-test-datasets-public