datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
open-domain-ranks
Linkheft Open Domain Ranks: free domain authority data for 10.3 million domains
Score your own domain list on the latest release, by API: $5 for 25,000 lookups. Buy now → · API key on screen the moment checkout ends · no subscription · 14-day refund if it doesn't work as described · help: cybermax.tools@gmail.com
Need it fresh, filtered or via API? This free file is a snapshot (the latest Common Crawl + Majestic release for 10.3M domains), last updated 2026-10-10.
Linkheft… See the full description on the dataset page: https://huggingface.co/datasets/CyberMax-tools/open-domain-ranks.atlas-25-sequential-tool-runtime-upgrade
ATLAS report 25: the sequential tool runtime on verl V1
1. Question and links
Read this first. Every stage of the bring-up ran to its evidence; the report is complete for the correctness acceptance of issue 59 and for its performance stack (a second pass: the call parser fixed after an independent judgement, a boundary rollout at a 1024-token cap, one stacked performance ladder whose first tier, a48k, is now the campaign's default) and for its first research use:… See the full description on the dataset page: https://huggingface.co/datasets/t2ance/atlas-25-sequential-tool-runtime-upgrade.us-zip-codes-demographics
Ziplore US ZIP Codes: city, county, coordinates, time zone and Census demographics
Look up any ZIP code's demographics by API instead of loading the file: $5 for 12,000 calls. Buy now → · API key on screen the moment checkout ends · no subscription · 14-day refund if it doesn't work as described · help: cybermax.tools@gmail.com
Need it fresh, filtered or via API? This free file is a snapshot (Census ACS 2020-2024 figures for every US ZIP), last updated 2026-09-24.
Ziplore ZIP… See the full description on the dataset page: https://huggingface.co/datasets/CyberMax-tools/us-zip-codes-demographics.stillshipping-tools
StillShipping: maintenance verdict for every tracked agent tool
One row per tracked AI agent tool, with the nightly maintenance verdict (maintained, slowing or dead), the 0-100 freshness behind it, and every GitHub signal the verdict was computed from.
Rows in this cut
362
One row is
one tool
Cut
2026-10-01
Refreshed
Monthly, on the first of the month
Measured by
StillShipping
Method
https://toolproof.thecompound.tech/methodology
Licence
Creative Commons… See the full description on the dataset page: https://huggingface.co/datasets/kyisaiah47/stillshipping-tools.orbitwren-orbital-compute-tracker
Orbitwren: Orbital Compute & Space Data Center Tracker
State of Orbital Data Centers, Oct 2026: every project, launch calendar and partnership map, all sources cited. 16-page PDF, $19 (free 2-page sample). Buy now → · Download link on screen the moment checkout ends · no subscription · 14-day refund if it doesn't work as described · help: cybermax.tools@gmail.com
Need it fresh, filtered or via API? This free file is a snapshot (today's orbital compute tracker, upcoming… See the full description on the dataset page: https://huggingface.co/datasets/CyberMax-tools/orbitwren-orbital-compute-tracker.ogpo-flow-toolhang-umap-ckpts
OGPO (flow policy) tool_hang checkpoints for the UMAP analysis
Checkpoints of one online-RL run of the public OGPO code (https://github.com/simchowitzlabpublic/OGPO_public),
scripts/ogpo/toolhang.sh defaults: robomimic tool_hang-ph-low_dim, flow-matching policy (10 flow steps, horizon 8),
conservative group advantages (OGPO-CA), 10-head Q ensemble, seed 1.
Wandb: https://wandb.ai/pluralistic-goal-conditioning/OGPO/runs/kshv94if
file
phase
note
params_200000.pkl
end of… See the full description on the dataset page: https://huggingface.co/datasets/shashwatsaxena136/ogpo-flow-toolhang-umap-ckpts.data-tool-momentum
Datamata Data Tool Momentum Index
Cross-signal momentum for open source data tools: GitHub stars, forks and 4-week star growth, PyPI and npm downloads, and active job demand. One row per tool from the most recent weekly snapshot, with a 0-100 momentum score.
Latest snapshot: 2026-10-04
Tools in this release: 26
Updated: weekly
Licence: CC BY 4.0 — free to use and adapt, including commercially, with attribution.
Source & methodology:… See the full description on the dataset page: https://huggingface.co/datasets/datamatastudios/data-tool-momentum.tooldrift-app-rankings
ToolDrift: OpenRouter app usage rankings, captured daily
One row per app per ranking window per capture, with the tool it maps to where ToolDrift tracks one. It is the same series as the model rankings, read from the consumer side.
Rows in this cut
1,181
One row is
one app in one ranking window on one capture day
Cut
2026-10-01
Refreshed
Monthly, on the first of the month
Measured by
ToolDrift
Method
https://toolproof.thecompound.tech/methodology
Licence… See the full description on the dataset page: https://huggingface.co/datasets/kyisaiah47/tooldrift-app-rankings.tooldrift-model-rankings
ToolDrift: OpenRouter model usage rankings, captured daily
One row per model per ranking window per capture: its rank, the tokens and requests behind that rank, and its share of the window. The series shows which models the market actually routes work to, day by day.
Rows in this cut
84,461
One row is
one model in one ranking window on one capture day
Cut
2026-10-01
Refreshed
Monthly, on the first of the month
Measured by
ToolDrift
Method… See the full description on the dataset page: https://huggingface.co/datasets/kyisaiah47/tooldrift-model-rankings.tooldrift-tools
ToolDrift: the AI coding tools under watch
One row per AI coding tool watched nightly: its layer in the stack, its vendor, its licence and pricing model, its default model, and the GitHub maintenance signals beside the OpenRouter usage rank.
Rows in this cut
36
One row is
one tool
Cut
2026-10-01
Refreshed
Monthly, on the first of the month
Measured by
ToolDrift
Method
https://toolproof.thecompound.tech/methodology
Licence
Creative Commons Attribution 4.0… See the full description on the dataset page: https://huggingface.co/datasets/kyisaiah47/tooldrift-tools.ai-tools-radar
Mirror. The canonical, citable record is on Zenodo: series DOI 10.5281/zenodo.22730450 (always the latest edition). Files here are the edition 2026-09, DOI 10.5281/zenodo.23075940. The earlier edition 2026-09-13 is DOI 10.5281/zenodo.22730451 and stays in this repository history. Please cite the Zenodo DOI. Project pages: https://arsentev.ai/github
AI Tools Radar — GitHub and Hugging Face projects selected by arsentev.ai
Edition 2026-09 · built 2026-10-01 · author Evgenii… See the full description on the dataset page: https://huggingface.co/datasets/arsentev-ai/ai-tools-radar.toolproof-indexes
Toolproof: the nine indexes and what each one currently measures
One row per index under the Toolproof masthead: what it measures, the method behind it, the public endpoint its figures come from, and the headline figure that endpoint returned at the moment of the cut.
Rows in this cut
9
One row is
one index
Cut
2026-10-01
Refreshed
Monthly, on the first of the month
Measured by
Toolproof
Method
https://toolproof.thecompound.tech/methodology
Licence… See the full description on the dataset page: https://huggingface.co/datasets/kyisaiah47/toolproof-indexes.asia-health-cost-2024-consolidated
Asia Health Cost 2024 — Consolidated
Consolidated 2024 fiscal-year medical operations & cost dataset for a pan-Asia healthcare enterprise
(China / Japan / India). Created by merging three country-level, de-identified source datasets and
normalising every cost to USD.
Namespace note: the task referenced the source/output under the medi-core namespace, which is not
accessible with the current credentials. The identical pipeline was executed under the toolathon123
namespace:… See the full description on the dataset page: https://huggingface.co/datasets/toolathon123/asia-health-cost-2024-consolidated.freqtrade_ml_toolkit
freqtrade ml_toolkit — shared datasets
Datasets for the ml_toolkit framework in the freqtrade repo. Nothing here is
hand-made: everything is produced by the scripts below and can be regenerated.
Layout
ohlcv/bybit/<PAIR>_1h.feather raw OHLCV, laid out like a --datadir
kronos/bybit_1h/csv/<PAIR>_1h.csv exported fine-tuning corpus
kronos/bybit_1h/csv/split.json train/val boundaries for that corpus
kronos/bybit_1h/*.tar.gz the same corpus… See the full description on the dataset page: https://huggingface.co/datasets/l2533584225/freqtrade_ml_toolkit.lab06-tool-calling
Order the Lab: a tool-calling trace, and what the model said with no tools
Completed by James Seegel for MIS 752 at UNLV.
Based on Dr. Richard Young's teaching notebook.
My takeaways
My main trace reported path_used: native, with zero native tool-calling failures across the four sweep questions. The forced prompt-based run also succeeded with path_used: prompt-json. It used 881 prompt tokens versus 1,019 for native, or 138 fewer, with two model calls in each run.… See the full description on the dataset page: https://huggingface.co/datasets/JamesSeegel/lab06-tool-calling.Nemotron-RL-Agentic-Conversational-Tool-Use-Pivot-v1-prompt-only
Nemotron-RL-Agentic-Conversational-Tool-Use-Pivot-v1-prompt-only
Prompt-only extraction from nvidia/Nemotron-RL-Agentic-Conversational-Tool-Use-Pivot-v1.
Files:
prompts.csv: one prompt extraction record per source row. Records include
prompt, separated system_prompt, and structured tools when the source row
defines available tools. Nested values are JSON-encoded inside CSV cells.
summary.md: source row counts, extracted row counts, count deltas, and failed prompt counts.… See the full description on the dataset page: https://huggingface.co/datasets/jamesdborin/Nemotron-RL-Agentic-Conversational-Tool-Use-Pivot-v1-prompt-only.ToolLenshumanoid_retargeting_tools_resources
Humanoid Retargeting Data
The humanoid retargeting data used in humanoid_retargeting_tools.
# make sure hf CLI is installed
curl -LsSf https://hf.co/cli/install.sh | bash
# download the dataset
hf download wty-yy/humanoid_retargeting_tools_resources --repo-type=dataset --local-dir resources
resources/data/g1/lafan1/: Converted LAFAN1 G1 retargeting dataset in NPZ format.
resources/data/g1/kimodo/: Generate data from kimodo_fock.
resources/data/g1/dailylife/: DailyLife dataset… See the full description on the dataset page: https://huggingface.co/datasets/wty-yy/humanoid_retargeting_tools_resources.mini-vlm-toolkit-data
mini-vlm-toolkit counting & grounding benchmarks
Processed evaluation splits used by
mini-vlm-toolkit.
Each <split>.tsv holds the exact prompts (question) and annotations
(answer plus metadata) we evaluate on; image_path is relative to
images/<folder>/ inside images/<folder>.zip. GLIP.zip holds the ODinW-13
configs and COCO-format val/test annotations used for ODinW AP evaluation.
You normally don't need to download anything by hand: running
python run_benchmark.py --data… See the full description on the dataset page: https://huggingface.co/datasets/bryanzhou008/mini-vlm-toolkit-data.dino-data-vision-tooling-preview
Dino Data Vision Tooling Preview
What This Dataset Is
This dataset is a focused vision-tooling preview built from two Dino Data capability slices:
image context understanding
image tooling
The goal is to train or inspect assistant behavior for image-related tasks where visual context, multimodal interpretation, or tool-aware image handling is relevant.
Included Capability Slices
Source lane
Public task name
What it teaches… See the full description on the dataset page: https://huggingface.co/datasets/DinoDS/dino-data-vision-tooling-preview.project_20260813_014231_4b7f50d9
Oceania Tech Monthly Efficiency Dataset
Monthly operational efficiency metrics for technology & internet companies across Australia and New Zealand, maintained by the APAC R&D data analytics team based in Sydney.
1. Business Background
The Australia & New Zealand (ANZ) region is home to a fast-growing technology and internet ecosystem spanning SaaS, e-commerce, online education (EdTech), fintech, healthtech, martech, data & AI, logistics tech, cybersecurity, HR… See the full description on the dataset page: https://huggingface.co/datasets/toolathon123/project_20260813_014231_4b7f50d9.genai-tools-platforms-data
🧠 Generative AI Tools & Platforms (2025)
Author: Tarek Masryo · KaggleLicense: CC BY 4.0 (Attribution)
A clean, structured catalog of 113 Generative AI tools and platforms released up to 2025.
Each row represents one tool/platform and includes:
Vendor/maintainer
Canonical category and primary modality
API availability and status
Open-source indicator
Release year + derived timeline features
Modality flags and breadth count
Designed for ecosystem mapping, benchmarking, and… See the full description on the dataset page: https://huggingface.co/datasets/tarekmasryo/genai-tools-platforms-data.telco-churn-release
Telco Customer Churn
This dataset contains anonymized customer account records from a telecommunications provider, capturing demographic attributes, subscribed services, account tenure, billing details, and churn status. It is well suited for supervised binary classification tasks aimed at predicting whether a customer will churn (leave the service), as well as for exploratory analysis of customer retention drivers. Each row represents a unique customer account; the target… See the full description on the dataset page: https://huggingface.co/datasets/toolathon123/telco-churn-release.abidhussai512_ai-tools-usage-and-trends-dataset-2026
🚀 AI Tools Usage & Trends Dataset (2026)
AI Tools Usage & Trends Dataset Mapping the Explosive Growth of Artificia
Dataset Info
Source: Kaggle
Original Size: 0.33 MB
Kaggle Downloads: 47
Files: 1
Files
AI_tools_dataset.csv
Mirrored from Kaggle
south-america-ecommerce-ux-monthly
South America E-Commerce UX Monthly Dataset — v2026-08
Longitudinal monthly dataset of e-commerce user experience (UX) signals collected from major
retail platforms in Brazil and Argentina. This is the August 2026 monthly release,
intended for academic reproducibility, cross-month comparison, and the publication of monthly UX
insight reports by the São Paulo (USP) & Buenos Aires (UBA) collaborative research team.
Quick Access
Version tag: v2026-08
Data file:… See the full description on the dataset page: https://huggingface.co/datasets/toolathon123/south-america-ecommerce-ux-monthly.china-cost-2024
China Healthcare Cost Data 2024 (De-identified)
中国2024财年医疗运营与成本数据（去标识化），源命名空间按任务描述应为 medi-core，此处为当前可写命名空间。
Schema (data.csv)
Column
Meaning
患者编号
Patient number (de-identified)
患者姓名
Patient name — direct identifier, to be removed
身份证号
National ID — direct identifier, to be removed
联系电话
Phone number — direct identifier, to be removed
诊断分类
Diagnosis classification
服务类型
Service type
机构编码
Institution/facility code
科室
Department
费用金额
Cost… See the full description on the dataset page: https://huggingface.co/datasets/toolathon123/china-cost-2024.humanoid-tool-usage-screwdriver-dataset-v1Dataset for screwdriver-based tool manipulation.
Description
Grip force, wrist angle, and torque signals mapped to tool usage actions.
Task Description
Helps humanoid robots perform precise tool operations such as aligning, inserting, and tightening screws.
india-cost-2024
India Healthcare Cost Data 2024 (De-identified)
India 2024 fiscal-year medical operations & cost data (de-identified).
Schema (data.csv)
Column
Meaning
patient_id
Patient number (de-identified)
patient_name
Patient name — direct identifier, to be removed
aadhaar_number
National ID (Aadhaar) — direct identifier, to be removed
phone_number
Phone number — direct identifier, to be removed
diagnosis
Diagnosis classification
service_type
Service… See the full description on the dataset page: https://huggingface.co/datasets/toolathon123/india-cost-2024.math-toolcall-tr-benchmark
math-toolcall-tr-benchmark
bilalabic/gemma_4_math-toolcall-tr_lora
LoRA adaptörünü temel Gemma-4 E4B modeliyle karşılaştıran benchmark sonuçları.
Bu depo yalnızca değerlendirme çıktılarını içerir. Eğitim veri seti ayrı olarak
bilalabic/math-toolcall-tr
adresinde yayımlanmaktadır.
Benchmark'lar
Benchmark
Örnek
Ölçülen davranış
Türkçe MMLU
250
Genel bilgi doğruluğu ve eğitim sonrası bilgi kaybı
Matematik Tool-Call
150
Araç seçimi, çekimserlik ve çıktı… See the full description on the dataset page: https://huggingface.co/datasets/bilalabic/math-toolcall-tr-benchmark.project_20260813_014202_00b44b72
EU Health UX – Monthly Health Logs
This repository contains a small-scale, privacy-safe dataset of daily health logs
collected for user-experience (UX) optimization of a personal health management
application.
Overview
Records: 80
Coverage: Most recent month (July 2026)
Update frequency: Monthly
Format: CSV (UTF-8) – health_logs.csv
Data Source
The data was contributed by personal health management pilot users located in
Germany and France. It… See the full description on the dataset page: https://huggingface.co/datasets/toolathon123/project_20260813_014202_00b44b72.