datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
NLID
NLID: A Large-Scale Neuromorphic Liquid Identification Dataset
NeurIPS 2025 Datasets and Benchmarks Track paper: Bubbles Talk: A Neuromorphic Dataset for Liquid Identification from Pouring process.
gw-tti-playground-queueGWAM_Data
GWAM_Data — Cosmos Policy RoboCasa v0.1 Dataset v1.0.0
Current final graph pattern: V3.0.7-compatCurrent final Qwen pattern: Qwen v1.0.1Released source components: graph core + articulation/edges v2 + corrected full Qwen v1.0.1 + aligned right/left/wrist RGBMaterialization boundary: V3.0.7 conversion/production-loader package remains pendingTraining/evaluation: not started
1. Dataset overview
This is the current Cosmos Policy RoboCasa v0.1 same-benchmark corpus:… See the full description on the dataset page: https://huggingface.co/datasets/ChangChrisLiu/GWAM_Data.orena-cold-storage
orena-cold-storage
ORena / FOCUS MICCAI 2026 — DiffAtlas 冷存储归档。本地集群空间释放后迁移至此长期保存。
总览：20,390 文件 / 1,495.75 GiB
归档时间：2026-08-30
可见性：public
完整性：全部 2,750 个 .pt 权重 LFS SHA256 校验有效（0 空 / 0 损坏 / 0 重复）
内容索引
Model/ — 模型权重（2,589 文件 / 1,486.46 GiB）
子项目（实验）
文件数
大小
TS_train_80percent_base_10w
784
450.13 GiB
DiffAtlas_TotalSegmentator
500
287.07 GiB
TS_train_80percent
450
258.37 GiB
DiffAtlas_MMWHS-MRI_full
426
244.59 GiB… See the full description on the dataset page: https://huggingface.co/datasets/gwd200/orena-cold-storage.gwosc-o2-strain
GWOSC O2 16 kHz gravitational-wave strain
This dataset contains the 16,384 Hz H1, L1, and V1 strain records released by
the Gravitational Wave Open Science Center for the
second observing run (O2). Each detector's 1 Hz data-quality and
hardware-injection masks are separate configurations, preserving the source
cadences.
Observing run
O2
GPS extent
1164558336–1187737600
Detectors
H1 (Hanford), L1 (Livingston), and V1 (Virgo)
Strain
16,384 Hz, float64
Masks… See the full description on the dataset page: https://huggingface.co/datasets/astro-legacy-archive/gwosc-o2-strain.gwosc-o3a-strain
GWOSC O3a 16 kHz strain
Upload in progress. Verified span shards are being added while source spans finish downloading and conversion.
This dataset contains the public Gravitational Wave Open Science Center O3a
strain release at 16,384 Hz for H1, L1, V1. Each detector is represented
independently. A contiguous source span produces three Parquet files:
Strain, DQmask, and Injmask.
Licence and acknowledgement
Creative Commons Attribution 4.0 International
Data… See the full description on the dataset page: https://huggingface.co/datasets/astro-legacy-archive/gwosc-o3a-strain.ERP-FRONT-30Kgwosc-o1-strain
GWOSC O1 16 kHz gravitational-wave strain
This dataset contains the 16,384 Hz H1 and L1 strain records released by the
Gravitational Wave Open Science Center for Advanced
LIGO's first observing run (O1). Each detector's 1 Hz data-quality and
hardware-injection masks are included as separate configurations so that
measurements with different cadences remain separate.
Observing run
O1, GPS 1126051217–1137254417
Detectors
H1 (Hanford) and L1 (Livingston)
Strain
16… See the full description on the dataset page: https://huggingface.co/datasets/astro-legacy-archive/gwosc-o1-strain.AwareVLN
AwareVLN Training Dataset
Annotations and compressed frame archives for AwareVLN SFT (DATA_MIXTURE=r2r+rxr+r2rfollow+rxrfollow).
Layout
reason/
r2r/
_anno_cot/annotations_shuffle_uni.json
_anno_cot/cot_new.json
videos.tar.gz # extract -> videos/ (symlink videos_new for training)
rxr/
_anno_cot/...
videos.tar.gz # extract -> videos/
r2rfollow/
_anno_cot/...
videos.tar.gz
rxrfollow/
_anno_cot/...
videos.tar.gz… See the full description on the dataset page: https://huggingface.co/datasets/gwx22/AwareVLN.GWHD
GWHD 2021: Global Wheat Head Dataset (Object Detection)
Unofficial redistribution of the Global Wheat Head Dataset (GWHD) 2021 competition release, reformatted into a standardized YOLO-compatible directory layout.
Disclaimer
This repository is not an official release of the Global Wheat Head Dataset.
GWHD was created by the Global Wheat Head Detection consortium — a multi-institution, multi-country collaboration (David, Serouart, Madec, et al.) — who… See the full description on the dataset page: https://huggingface.co/datasets/dronefreak/GWHD.k562-gwps-rawGWAMgwas-cataloggwosc-o3b-strain
GWOSC O3b 16 kHz strain
Upload in progress. Verified span shards are being added while source spans finish downloading and conversion.
This dataset contains the public Gravitational Wave Open Science Center O3b
strain release at 16,384 Hz for H1, L1, V1. Each detector is represented
independently. A contiguous source span produces three Parquet files:
Strain, DQmask, and Injmask.
Licence and acknowledgement
Creative Commons Attribution 4.0 International
Data… See the full description on the dataset page: https://huggingface.co/datasets/astro-legacy-archive/gwosc-o3b-strain.gwosc-o4b-strain
GWOSC O4b 16 kHz strain
Upload in progress. Verified span shards are being added while source spans finish downloading and conversion.
This dataset contains the public Gravitational Wave Open Science Center O4b
strain release at 16,384 Hz for H1, L1, V1. Each detector is represented
independently. A contiguous source span produces three Parquet files:
Strain, DQmask, and Injmask.
Licence and acknowledgement
Creative Commons Attribution 4.0 International
Data… See the full description on the dataset page: https://huggingface.co/datasets/astro-legacy-archive/gwosc-o4b-strain.dewiki-20230701-chunksstudies
GWAS Catalog Studies
Dataset Description
This dataset contains study-level metadata from the NHGRI-EBI GWAS Catalog, a manually curated repository of published genome-wide association studies (GWAS).
Each record corresponds to a single GWAS publication or study entry curated by the GWAS Catalog. Unlike the GWAS Associations dataset, which represents individual SNP–trait associations, this dataset describes the study itself, including publication metadata, sample… See the full description on the dataset page: https://huggingface.co/datasets/gwascatalog/studies.gw_nsbhgw150914-strain
GW150914 gravitational-wave strain
This dataset contains the 32-second, 4,096 Hz H1 and L1 strain records
released by the Gravitational Wave Open Science Center
for GW150914, together with each detector's data-quality and
hardware-injection masks at their native 1 Hz cadence. The six configurations
preserve the source HDF5 dataset names and keep measurements with different
cadences separate.
Event
GW150914 (GW150914-v3), GPS 1126259462.4
Detectors
H1 (Hanford)… See the full description on the dataset page: https://huggingface.co/datasets/astro-legacy-archive/gw150914-strain.gwosc-o4a-strain
GWOSC O4a 16 kHz strain
Upload in progress. Verified span shards are being added while source spans finish downloading and conversion.
This dataset contains the public Gravitational Wave Open Science Center O4a
strain release at 16,384 Hz for H1, L1. Each detector is represented
independently. A contiguous source span produces three Parquet files:
Strain, DQmask, and Injmask.
Licence and acknowledgement
Creative Commons Attribution 4.0 International
Data from… See the full description on the dataset page: https://huggingface.co/datasets/astro-legacy-archive/gwosc-o4a-strain.sales-transcriptsThis dataset was generated for use with Nile's Sales Assistant example: https://github.com/niledatabase/niledatabase/tree/main/examples/ai/sales_insight
It includes:
Simulated sales conversations for 5 different fictional companies.
Chunked and embedded version of these conversations (embeddings use OpenAI's text-embedding-3-small model).
The chunks and embeddings can be directly loaded to a vector databases and searched using vector similarity methods. The example's ./ingest directory… See the full description on the dataset page: https://huggingface.co/datasets/gwenshap/sales-transcripts.gwanbo-ocr-handoffgw_cosmoThis paper has no data associated.
pgc-psychiatric-gwas-harmonized
PGC Psychiatric GWAS Harmonized Dataset
Overview
This repository contains a harmonized release of public psychiatric GWAS summary statistics assembled from the OpenMed / Psychiatric Genomics Consortium collection.
It is intended as a research substrate for:
heterogeneous graph construction
cross-disorder variant modeling
psychiatric association imputation
temporal and provenance-aware evaluation
secondary Mendelian-randomization analyses
The raw OpenMed/PGC collection… See the full description on the dataset page: https://huggingface.co/datasets/lighteternal/pgc-psychiatric-gwas-harmonized.STdata1repro-incremental-learning-of-sparse-attention-patterns-in-transformers-bundle
Reproduction bundle — Incremental Learning of Sparse Attention Patterns in Transformers
ICML 2026 paper #12503 · OpenReview vSRh1qU5sH · arXiv 2602.19143
Everything needed to re-run the reproduction whose results are recorded in the
Trackio logbook GwendalTsang/repro-incremental-learning-of-sparse-attention-patterns-in-transformers.
Layout
upstream/ the authors' official code, vendored unchanged… See the full description on the dataset page: https://huggingface.co/datasets/GwendalTsang/repro-incremental-learning-of-sparse-attention-patterns-in-transformers-bundle.GWFSS-competition
Introduction
Competition Page
If you want any update on the Global Wheat Dataset Community, go on https://www.global-wheat.com/
Wheat is a cornerstone of global food security, serving as a dietary staple for billions of people worldwide. Detailed analysis of wheat plants can help scientists and farmers cultivate healthier, more resilient, and more productive crops. The Global Wheat Full Semantic Segmentation (GWFSS) task aims to perform pixel-level segmentation of plant components… See the full description on the dataset page: https://huggingface.co/datasets/XIANG-Shuai/GWFSS-competition.mistral-7b-hidden-states-tpu-verification
Mistral-7B TPU hidden-state extractor verification
Verification-only artifact — not a reproduction of the paper's AUROC.
This dataset contains last-token embeddings and hidden states extracted from
1,000 flattened CoQA validation question/reference-answer pairs with
mistralai/Mistral-7B-Instruct-v0.3. It verifies that the memory-bounded TPU
v5e-1 extraction path runs successfully. It does not contain the Mistral
best_answer generations or hallucination labels required to… See the full description on the dataset page: https://huggingface.co/datasets/GwendalTsang/mistral-7b-hidden-states-tpu-verification.mbgfnet-closed-shell-3d-gw-dataset
Closed-shell 3d transition-metal complexes: PBE0 + G0W0 quasiparticle dataset
2,100 closed-shell mononuclear 3d transition-metal complexes (Sc–Zn), each with a DFT (PBE0/cc-pVDZ) and a
one-shot G0W0@PBE0/cc-pVDZ quasiparticle-energy calculation, built to train and benchmark
MBGF-Net (Venturella, Li, Hillenbrand, Zhu, arXiv:2407.20384) — a graph
neural network that predicts the GW self-energy from cheap DFT quantities — on transition-metal chemistry, which
the original paper's… See the full description on the dataset page: https://huggingface.co/datasets/primateria/mbgfnet-closed-shell-3d-gw-dataset.dewiki-20230701-flair-corpus