datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
function-calling-small
数据集内容说明:
包含700+个阿里云OpenAPI的信息;包括Dataworks,EMR，DataLake，Maxcompute，Hologram,实时计算Flink版，QuickBI,DTS等多个产品的公开Open API信息。
样例
{
"systemPrompt": 你是一个函数筛选助理，如果与问题相关的话,您可以使用下面的函数来获取更多数据以回答用户提出的问题:{"function": "UpdateTicketNum", "description": "对用于免登嵌入报表的指定的ticket进行更新票据数量操作。", "arguments": [{"name": "Ticket", "type": "string", "description": "三方嵌入的票据值，即URL中的accessTicket值。"}, {"name": "TicketNum", "type": "integer", "description": "票据数。\n- 取值范围：1~99998，建议值为1。"}]}{"function":… See the full description on the dataset page: https://huggingface.co/datasets/Deepexi/function-calling-small.CUHK-X_Small_Model_Track
CUHK-X — Small Model Track
Multimodal human action recognition (classification).
Given a multimodal clip, predict its action class (action_id, 0–39, 40 classes).
Repository layout
.
├── Training/
│ ├── class_mapping.csv # action_id <-> action_name (40 classes)
│ └── data/
│ └── HAR.z01 … HAR.z08 + HAR.zip # multi-volume zip
│ → HAR/data/<modality>/<action>/<user>/<trial>/<files>
└── Testing/
├── data/
│ └──… See the full description on the dataset page: https://huggingface.co/datasets/Kevin-Pal/CUHK-X_Small_Model_Track.IBM-Transactions-for-Anti-Money-Laundering-HI-Small-Transsmart_contractattackdex-paldeaSingle pokemon datasets containing all the attacks (from levelling or TMs) learnable by the relative monster. All the data refer to the Paldea region and they come from the project discussed in https://medium.com/@virtualmartire/i-built-an-algorithm-that-finds-the-optimal-pokemon-team-01ea152824a9.
random-small-github-repositories
random-small-github-repositories
A collection of 5,613 small-to-medium open-source GitHub repositories, packaged as zipped archives alongside a metadata CSV. Intended as a seed dataset for code retrieval, context engineering, and SWE-bench-style dataset construction tasks.
Contents
seed_small_repos.csv — metadata for each repo (owner, repo_name, stars, license, repo_hash)
repos-zipped/ — one .zip per repo, named {repo_hash}.zip
unzipper.py - unzipping python… See the full description on the dataset page: https://huggingface.co/datasets/AmanPriyanshu/random-small-github-repositories.Low-Carbon-London-Smart-Meter-Cleaned-FeatureReadySmallMinesDS
SmallMinesDS
The gradual expansion of unregularized artisanal small-scale gold mining (ASGM) fuels environmental degradation and poses risk to miners and mining communities. To enforce sustainable mining, support reclamation initiatives and pave the way for understudying the impacts of mining, we present SmallMinesDS, a benchmark dataset for mapping artisanal small-scale gold mining from multi-sensor satellite images. The initial version of the dataset covers five districts in… See the full description on the dataset page: https://huggingface.co/datasets/ellaampy/SmallMinesDS.SMARCA2_VHL_MolecularGlue_Designs_6HAY
SMARCA2–VHL Molecular Glue Designs (PDB 6HAY)
884 small molecules generated de novo by the Technetium TC-43.ai engine (GA-II), conditioned on the SMARCA2 bromodomain–VHL interface of the ternary complex 6HAY (2.24 Å), so that one molecule spans both partners.
Each molecule was constructed against this pocket rather than selected from a compound library — docking (AutoDock Vina) came afterwards, to place and score the generated molecules in the site. Each is supplied as a… See the full description on the dataset page: https://huggingface.co/datasets/Tc-43/SMARCA2_VHL_MolecularGlue_Designs_6HAY.UNSW-NB15-smallindian-government-schemes-2025
Indian Government Schemes Dataset 2026
Dataset Description
The most comprehensive structured dataset of Indian central and state government schemes — 4,693 schemes across all ministries and states, with machine-readable eligibility fields.
Maintained by SmartDuke Technologies · Coimbatore, Tamil Nadu, India
This dataset powers SchemeFit — India's government scheme finder for citizens and businesses.
What Makes This Different
Most existing Indian… See the full description on the dataset page: https://huggingface.co/datasets/smartduketech/indian-government-schemes-2025.chatbot-smalldeepfake-ecg-small
ECG Dataset
This repository contains an small version of the ECG dataset: https://huggingface.co/datasets/deepsynthbody/deepfake_ecg, split into training, validation, and test sets. The dataset is provided as CSV files and corresponding ECG data files in .asc format. The ECG data files are organized into separate folders for the train, validation, and test sets.
Folder Structure
.
├── train.csv
├── validate.csv
├── test.csv
├── train
│ ├── file_1.asc
│ ├── file_2.asc… See the full description on the dataset page: https://huggingface.co/datasets/deepsynthbody/deepfake-ecg-small.hse-acronym-dictionary-2026
Canonical landing page: https://www.smartqhse.com/datasets/hse-acronym-dictionary-2026
HSE Acronym Dictionary 2026
Authoritative reference of 150+ HSE / EHS / occupational-safety acronyms with one-line definitions. Covers metrics (TRIR, LTIFR, DART, EMR, WBGT), regulations (OSHA, RIDDOR, COSHH, CDM, COMAH, PSM, OSHAD-SF), methodologies (HAZOP, HAZID, LOPA, SIL, FMEA, RCA, BBS, ICAM, TapRooT, Tripod Beta), bodies (NEBOSH, IOSH, IIRSM, IOGP, ACGIH, NIOSH, ANSI, ASSP), and… See the full description on the dataset page: https://huggingface.co/datasets/SmartQHSE/hse-acronym-dictionary-2026.reddit_movie_small_v1
Dataset Card for Reddit-Movie-small-V1
Dataset Summary
This dataset contains the recommendation-related conversations in movie domain, only for research use in e.g., conversational recommendation, long-query retrieval tasks.
This dataset is ranging from Jan. 2022 to Dec. 2022. Another larger version dataset (from Jan. 2012 to Dec. 2022) can be found here.
Dataset Processing
We dump Reddit conversations from pushshift.io, converted them into raw text on Reddit… See the full description on the dataset page: https://huggingface.co/datasets/ZhankuiHe/reddit_movie_small_v1.ETT-smallSWE-bench_Verified_Smallnamed-process-safety-incidents-extended-2026
Canonical landing page: https://www.smartqhse.com/datasets/named-process-safety-incidents-extended-2026
Named Process Safety and Industrial Disasters — Extended Reference 2026
Curated reference of 40 named historical process-safety, industrial, and major-fire disasters with dates, fatalities, casual factors, and regulatory consequences. Spans 1917–2024. Covers Bhopal, Piper Alpha, Texas City, Deepwater Horizon, Buncefield, Flixborough, Seveso, Phillips 66 Pasadena, Longford… See the full description on the dataset page: https://huggingface.co/datasets/SmartQHSE/named-process-safety-incidents-extended-2026.hazop-guidewords-reference-2026
Canonical landing page: https://www.smartqhse.com/datasets/hazop-guidewords-reference-2026
HAZOP Guidewords Reference 2026 — IEC 61882 with Node Examples
HAZOP guidewords reference following IEC 61882:2016 and CCPS guidance. 7 standard guidewords (NO/NOT, MORE, LESS, AS WELL AS, PART OF, REVERSE, OTHER THAN) applied to key process parameters (flow, pressure, temperature, level, composition, reaction, rotation, operating mode) with ~20 worked examples each providing: deviation… See the full description on the dataset page: https://huggingface.co/datasets/SmartQHSE/hazop-guidewords-reference-2026.supply_chain_contracts_dataset_smallhse-certification-exam-syllabus-2026
Canonical landing page: https://www.smartqhse.com/datasets/hse-certification-exam-syllabus-2026
HSE Certification Exam Syllabus 2026 — NEBOSH IGC + IOSH MS + OSHA 30
Consolidated topic outlines for the most-recognised HSE qualifications worldwide — NEBOSH International General Certificate (IGC), NEBOSH International Diploma, IOSH Managing Safely, IOSH Working Safely, OSHA 30-Hour General Industry, OSHA 30-Hour Construction, and OSHA 10-Hour General Industry. Each row: course… See the full description on the dataset page: https://huggingface.co/datasets/SmartQHSE/hse-certification-exam-syllabus-2026.Smart_Home_Energy_Usagesma-upper-limb-kinect
SMA Upper-Limb Kinect Dataset and Reach-Intent Benchmark
This repository contains the four supplementary files from a longitudinal Kinect study and a derived reach-intent benchmark.
Publication files
The repository contains the four supplements listed by PLOS:
pone.0170472.s001.pdf: complete analysis report;
pone.0170472.s002.zip: prototype game, R analysis, and Python extraction source code;
pone.0170472.s003.zip: raw data, logs, extracted features, and… See the full description on the dataset page: https://huggingface.co/datasets/YannisTevissen/sma-upper-limb-kinect.openai-formate-function-calling-small
数据集内容说明:
包含700+个阿里云OpenAPI的信息;包括Dataworks,EMR，DataLake，Maxcompute，Hologram,实时计算Flink版，QuickBI,DTS等多个产品的公开Open API信息。
Functions信息与OpenAI functions calling 能力中，functions信息传入的格式保持一致
样例
{
"systemPrompt": 你是一个函数筛选助理，如果与问题相关的话,您可以使用下面的函数来获取更多数据以回答用户提出的问题:{""name"": ""UpdateTicketNum"", ""description"": ""对用于免登嵌入报表的指定的ticket进行更新票据数量操作。"", ""parameters"": {""type"": ""object"", ""properties"": [{""Ticket"": {""type"": ""string"", ""description"":… See the full description on the dataset page: https://huggingface.co/datasets/Deepexi/openai-formate-function-calling-small.hse-incident-investigation-methods-2026
HSE Incident Investigation Methods Reference 2026
Structured reference of 9 well-documented root-cause analysis and incident investigation methods used in health, safety, and environment (HSE) practice.
Details
Publisher: SmartQHSE Ltd (https://www.smartqhse.com)
License: CC BY 4.0
Format: CSV (UTF-8)
DOI: 10.5281/zenodo.20446335
Landing page: https://www.smartqhse.com/datasets/hse-incident-investigation-methods-2026
Citation
SmartQHSE Ltd… See the full description on the dataset page: https://huggingface.co/datasets/SmartQHSE/hse-incident-investigation-methods-2026.Prediction-Smartphone-Addiction-Submission-V2Here's the enhanced version, honest summary of what actually moved the needle:
What improved it:
Feature engineering was the real driver: missingness indicators for every column (missingness itself carries signal here), plus ratio/interaction features like social_to_screen, sleep_deficit, weekday_weekend_diff, screen_per_age, etc.
LightGBM with these new features: OOF AUC 0.9628 (up from 0.9620).
Result:
submission_v2.csv, same valid format (296,302 rows… See the full description on the dataset page: https://huggingface.co/datasets/Qamro/Prediction-Smartphone-Addiction-Submission-V2.iso-45001-2018-clause-reference-2026
ISO 45001:2018 Occupational Health and Safety Management System — Clause Reference 2026
Structured reference of ISO 45001:2018 clauses 4–10, mapping each clause to its intent, key requirements, and PDCA phase for OHS management systems.
Details
Publisher: SmartQHSE Ltd (https://www.smartqhse.com)
License: CC BY 4.0
Format: CSV (UTF-8)
DOI: 10.5281/zenodo.20446739
Landing page: https://www.smartqhse.com/datasets/iso-45001-2018-clause-reference-2026… See the full description on the dataset page: https://huggingface.co/datasets/SmartQHSE/iso-45001-2018-clause-reference-2026.llm-smartrouter-benchmark
LLM SmartRouter & Agent Highway Latency & Cost Benchmark (v1.4.0)
Empirical performance benchmark dataset comparing direct model endpoints (OpenAI, Anthropic Claude, Google Gemini) against the PixelRouter / BLUN SmartRouter proxy layer and Autonomous Agent Web Highway (https://api.pixeloffice.eu/v1).
v1.4.0 Benchmark Highlights
Anthropic Claude Messages API: Sub-35ms proxy routing for native /v1/messages payloads with 94%+ cost savings.
Machine Web Highway… See the full description on the dataset page: https://huggingface.co/datasets/pixeloffice/llm-smartrouter-benchmark.motorcycle-accident-driving-datasets
Dataset Summary
The dataset consisted of 2 types of cases; accident and driving while riding a motorcycle. 68 accident cases and 68 driving cases are prepared. 30 fps and 852x480 by default. It might be helpful when you train a model to infer whether a video is a motorcycle crash or not. One thing you should know about is 'driving videos' are not typically motorcycle driving. Most 'driving videos' are dashcams in the car. However, all the videos about accidents are motorcycle… See the full description on the dataset page: https://huggingface.co/datasets/smart-dashcam/motorcycle-accident-driving-datasets.smart-logistics-delay-split-v0
Smart Logistics delay split v0 (frozen)
The 1,000-row Kaggle Smart Logistics Supply Chain Dataset (user ziya07, listed as CC0 on
https://www.kaggle.com/datasets/ziya07/smart-logistics-supply-chain-dataset when read on
2026-09-03) together with the exact 800/200 ShareGPT-style JSONL split on which
Yuchiwang02/Llama-3.2-1B-DelaySentinel
was fine-tuned in September 2025.
What this dataset makes possible
A complete, worked example of label leakage, small enough to… See the full description on the dataset page: https://huggingface.co/datasets/Yuchiwang02/smart-logistics-delay-split-v0.