datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
python-toolcallsLogs from run_python_code tool used for benchmarking.
synthetic-math-toolcall-deception
Synthetic Math Tool-Call Deception
200 paired multi-turn math-assistant trajectories (400 rows) for evaluating deception
detectors on mid-trajectory tool-call misreporting.
Each trajectory: a system prompt instructs the model to compute via an execute_python
tool under a stated tool-call limit, and requires every call to carry a running
call_index argument (1 for the first call, 2 for the second, …). The platform enforcing
the limit is said to only see the reported call_index… See the full description on the dataset page: https://huggingface.co/datasets/annahbanannah/synthetic-math-toolcall-deception.G1_Dex1_Organize_ToolsThis dataset was created using LeRobot.
Due to the inability to precisely describe spatial positions, adjust the scene to closely match the first frame of the dataset after installing the hardware as specified in Part 5 of AVP Teleoperation Documentation.
Data collection is not completed in a single session, and variations between data entries exist. Ensure these variations are accounted for during model training.
Dataset Structure
meta/info.json:
{
"codebase_version":… See the full description on the dataset page: https://huggingface.co/datasets/unitreerobotics/G1_Dex1_Organize_Tools.Nemotron-RL-Agentic-Conversational-Tool-Use-Pivot-v1
Dataset Description:
We created an RL dataset for conversational tool-use by utilizing existing expert tool-use trajectories. We pose each assistant step of the trajectory as a separate behavior cloning problem where the policy model is incentivized to match the tool call choices of the expert model. Each trajectory includes the use of tools for authentication, data lookup, servicing (i.e. booking reservations, changing them, getting discounts, etc), and more across 838… See the full description on the dataset page: https://huggingface.co/datasets/nvidia/Nemotron-RL-Agentic-Conversational-Tool-Use-Pivot-v1.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.recallroll-vehicle-recalls
Recallroll: US vehicle safety recalls, last 12 months
Check your own VINs for open recalls, live, by API: $5 for 400 calls of up to 10 VINs. 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 Updated weekly (Mondays), with every column and all history. Need today's data? Recallroll VIN + recall API has it live.
Need it fresh, filtered or via API? This free file is a snapshot… See the full description on the dataset page: https://huggingface.co/datasets/CyberMax-tools/recallroll-vehicle-recalls.kevscope-cve-kev-epss-daily
Kevscope: CVE + CISA KEV + EPSS, joined
Today's KEV + EPSS for your own CVE list, by API: $5 for 2,000 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 Updated weekly (Mondays), with every column and all history. Need today's data? Kevscope CVE priority API has it live.
Need it fresh, filtered or via API? This free file is a snapshot (today's CISA KEV catalog joined… See the full description on the dataset page: https://huggingface.co/datasets/CyberMax-tools/kevscope-cve-kev-epss-daily.tool-use
Tool-use rollouts (Qwen3, think/nothink)
Tool-augmented code-generation rollouts: Qwen3-8B and Qwen3-14B, each in
thinking and non-thinking mode, on DS-1000, LiveCodeBench (Python) and
Multilingual-LCB (OCaml). During generation the model can call a run_code
tool (up to 3 rounds) that executes its candidate in a sandbox (pinned DS-1000
env / LCB public tests / OCaml compile+publics) and returns real output.
Design: 100 samples per instance at temperature 0.6 (bf16, vLLM)… See the full description on the dataset page: https://huggingface.co/datasets/samuki-hf/tool-use.3w_toolkit
Table of Content
Introduction
Release Notes
1.0.0
1.1.0
1.1.1
2.0.0
Introduction
All 3W Dataset data files (files in the subdirectories of the dataset directory) are licensed under the Creative Commons Attribution 4.0 International License.
Release Notes
Each subsection below contains release notes for a specific 3W Dataset version. Differences from the immediately previous version are highlighted.
1.0.0
Release: July 1, 2019.
This was the… See the full description on the dataset page: https://huggingface.co/datasets/rafaelpadilla/3w_toolkit.browsecomp-plus-selected-tools-analysis-v1
BrowseComp-Plus: Selected Tools Analysis
Side-by-side view of selected tool calls from a reference trajectory alongside the new agent trajectory conditioned on those steps.
Retrieval model: Qwen3-Embedding-8BAgent model: gpt-oss-120bRun: traj_summary_ext_selected_tools_gpt-oss-120b_seed0
Columns
Column
Description
query_id
Query identifier
rationale
GPT rationale for why these k steps were selected from the reference trajectory
selected_indices
Step indices… See the full description on the dataset page: https://huggingface.co/datasets/timchen0618/browsecomp-plus-selected-tools-analysis-v1.hf-coding-tools-traces_april26
HuggingFace AI Coding Tools — Agent Traces
This dataset rehydrates the benchmark results from
davidkling/hf-coding-tools-dashboard
into the JSONL session format consumed by the
Hugging Face Agent Trace Viewer.
What's inside
32 sessions, one per (tool, model, effort, thinking) configuration
9,130 query → response turns total (≈18,260 events)
Tools covered: claude_code, codex, copilot, cursor
Models: claude-opus-4-6, claude-sonnet-4-6, claude-sonnet-4.6, composer-2… See the full description on the dataset page: https://huggingface.co/datasets/clem/hf-coding-tools-traces_april26.figurewell-sec-xbrl-financials
Figurewell: SEC XBRL financial statements and key metrics
Need it fresh, filtered or via API? This free file is a snapshot (SEC XBRL financials up to the last refresh), last updated 2026-10-08.
Insidewell on Apify ($0.004 per insider transaction): pulls today's SEC Form 4 trades for your own watchlist, filtered by buy/sell and size, with cluster-buy alerts on a schedule.
Using it at work? Commercial license + support (from $49/year): invoice, PDF licence certificate… See the full description on the dataset page: https://huggingface.co/datasets/CyberMax-tools/figurewell-sec-xbrl-financials.AgiBot-g1_tool_storage
AgiBot-g1_tool_storage
📋 Overview
This dataset uses an extended format based on LeRobot and is fully compatible with LeRobot.
Robot Type: ruantong_a2d
| Codebase Version: v2.1
End-Effector Type: two_finger_gripper
🏠 Scene Types
This dataset covers the following scene types:
home
🤖 Atomic Actions
This dataset includes the following atomic actions:
grasp
place
pick
📊 Dataset Statistics
Metric
Value… See the full description on the dataset page: https://huggingface.co/datasets/RoboCOIN/AgiBot-g1_tool_storage.hf-coding-tools-traces-run-april12
HuggingFace AI Coding Tools — Agent Traces
This dataset rehydrates the benchmark results from
davidkling/hf-coding-tools-dashboard
into the JSONL session format consumed by the
Hugging Face Agent Trace Viewer.
What's inside
31 sessions, one per (tool, model, effort, thinking) configuration
8,875 query → response turns total (≈17,750 events)
Tools covered: claude_code, codex, copilot, cursor
Models: claude-opus-4-6, claude-sonnet-4-6, claude-sonnet-4.6, composer-2… See the full description on the dataset page: https://huggingface.co/datasets/davidkling/hf-coding-tools-traces-run-april12.sec-form4-insider-transactions
Insidewell: SEC Form 4 insider transactions
Today's Form 4 insider trades for your watchlist, minutes after EDGAR: $5 for 2,000 API 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 (SEC Form 4 insider trades up to the last refresh), last updated 2026-09-25.
Insidewell insider trades API (100 free calls… See the full description on the dataset page: https://huggingface.co/datasets/CyberMax-tools/sec-form4-insider-transactions.fipsbook-us-census-geographies
Fipsbook: every US Census geography with its FIPS code, centroid and land area (2025)
ZIP to county, city and demographics by API: $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 geographies and FIPS codes), last updated 2026-09-24.
Pinloft batch geocoding API (100 free a day, $5… See the full description on the dataset page: https://huggingface.co/datasets/CyberMax-tools/fipsbook-us-census-geographies.AgiBot-g1_box_storage_tool
AgiBot-g1_box_storage_tool
📋 Overview
This dataset uses an extended format based on LeRobot and is fully compatible with LeRobot.
Robot Type: ruantong_a2d
| Codebase Version: v2.1
End-Effector Type: two_finger_gripper
🏠 Scene Types
This dataset covers the following scene types:
home
🤖 Atomic Actions
This dataset includes the following atomic actions:
grasp
place
pick
📊 Dataset Statistics
Metric
Value… See the full description on the dataset page: https://huggingface.co/datasets/RoboCOIN/AgiBot-g1_box_storage_tool.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.hf-coding-tools-traces
HuggingFace AI Coding Tools — Agent Traces
This dataset rehydrates the benchmark results from
davidkling/hf-coding-tools-dashboard
into the JSONL session format consumed by the
Hugging Face Agent Trace Viewer.
What's inside
32 sessions, one per (tool, model, effort, thinking) configuration
9,130 query → response turns total (≈18,260 events)
Tools covered: claude_code, codex, copilot, cursor
Models: claude-opus-4-6, claude-sonnet-4-6, claude-sonnet-4.6, composer-2… See the full description on the dataset page: https://huggingface.co/datasets/davidkling/hf-coding-tools-traces.hf-coding-tools-traces-all
HuggingFace AI Coding Tools — Agent Traces
This dataset rehydrates the benchmark results from
davidkling/hf-coding-tools-dashboard
into the JSONL session format consumed by the
Hugging Face Agent Trace Viewer.
What's inside
31 sessions, one per (tool, model, effort, thinking) configuration
9,603 query → response turns total (≈19,206 events)
Tools covered: claude_code, codex, copilot, cursor
Models: claude-opus-4-6, claude-sonnet-4-6, claude-sonnet-4.6, composer-2… See the full description on the dataset page: https://huggingface.co/datasets/davidkling/hf-coding-tools-traces-all.coffermap-federal-spending-by-county
Coffermap: where federal contract and grant dollars go, by state and county
The whole FY2025 county workbook in Excel, with top agencies and contractors: $15 once. Buy now → · Delivered instantly after checkout · 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 (FY2025 federal spending by county), last updated 2026-09-25.
Using it at work? Commercial license +… See the full description on the dataset page: https://huggingface.co/datasets/CyberMax-tools/coffermap-federal-spending-by-county.hf-coding-tools-traces
HuggingFace AI Coding Tools — Agent Traces
This dataset rehydrates the benchmark results from
davidkling/hf-coding-tools-dashboard
into the JSONL session format consumed by the
Hugging Face Agent Trace Viewer.
What's inside
32 sessions, one per (tool, model, effort, thinking) configuration
9,130 query → response turns total (≈18,260 events)
Tools covered: claude_code, codex, copilot, cursor
Models: claude-opus-4-6, claude-sonnet-4-6, claude-sonnet-4.6, composer-2… See the full description on the dataset page: https://huggingface.co/datasets/cfahlgren1/hf-coding-tools-traces.curvewire-us-macro-panel
Curvewire: US Treasury yield curve + BLS macro panel
Every Monday: the rates and macro brief built from this data (PDF + CSVs), $19/month, cancel any time. Buy now → · Delivered instantly after checkout · 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 (US macro series up to the last refresh), last updated 2026-09-24.
US Rates & Macro Brief: Weekly Edition… See the full description on the dataset page: https://huggingface.co/datasets/CyberMax-tools/curvewire-us-macro-panel.hf-coding-tools-traces
HF Coding Tools — Agent Traces
This dataset rehydrates the benchmark run in davidkling/hf-coding-tools-dashboard into the JSONL session format consumed by the Hugging Face Agent Trace Viewer.
What's inside
31 sessions, one per (tool, model, effort, thinking) configuration
8,881 query → response turns total (≈17,762 events)
Tools covered: claude_code, codex, copilot, cursor
Models: claude-opus-4-6, claude-sonnet-4-6, claude-sonnet-4.6 (Copilot), gpt-4.1… See the full description on the dataset page: https://huggingface.co/datasets/clem/hf-coding-tools-traces.swellmeter-google-trending-searches
Swellmeter: what is trending on Google right now, in 30 countries
Today's trending searches plus 30 days of history, by API: $5 for 1,500 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 (Google trending searches at the last refresh), last updated 2026-10-09.
Swellmeter Trending API (50 free calls a… See the full description on the dataset page: https://huggingface.co/datasets/CyberMax-tools/swellmeter-google-trending-searches.haulroll-new-motor-carriers
Haulroll: new US trucking companies (FMCSA new carrier registrations)
Vet your own carriers live by DOT number, by API: $5 for 200 calls of up to 25 carriers. 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 (new FMCSA motor carriers at the last refresh), last updated 2026-09-25.
Haulroll carrier vetting API… See the full description on the dataset page: https://huggingface.co/datasets/CyberMax-tools/haulroll-new-motor-carriers.policywren-us-ai-policy-tracker
Policywren: US AI Policy Tracker
Track what people search on Google about AI policy as it trends, by API: $5 for 1,500 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 (US AI policy documents up to the last refresh), last updated 2026-09-24.
Swellmeter Trending API (50 free calls a day, $5 for 1,500… See the full description on the dataset page: https://huggingface.co/datasets/CyberMax-tools/policywren-us-ai-policy-tracker.eventwren-sec-8k-events
Eventwren: SEC 8-K material events by Item
Live SEC insider trades for the same companies, by API: $5 for 2,000 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 (SEC 8-K events up to the last refresh), last updated 2026-09-24.
Insidewell insider trades API (100 free calls a day, $5 for 2,000 calls, or… See the full description on the dataset page: https://huggingface.co/datasets/CyberMax-tools/eventwren-sec-8k-events.hireheat-career-site-jobs-weekly
HireHeat Jobs: every job posted this week on 10,000+ company career sites
This week's open roles for your own company list, live, by API: $5 for 500 companies. 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 (one week of career-site job postings), last updated 2026-09-24.
HireHeat Jobs on Apify ($0.002 per… See the full description on the dataset page: https://huggingface.co/datasets/CyberMax-tools/hireheat-career-site-jobs-weekly.Qwen-3.6-plus-agent-tool-calling-trajectory
Qwen 3.6 Plus: ToolScale Agent SFT Dataset
Multi-turn tool-calling trajectories generated by Qwen 3.6 Plus via OpenRouter on ToolScale. Both passing and near-passing rollouts are included, allowing users to choose their own quality threshold using reward and score.
Each row is a flattened conversation prefix ending at one assistant turn, ready for next-token SFT. Assistant turns include a reasoning_content field containing the model’s reasoning.
What's inside… See the full description on the dataset page: https://huggingface.co/datasets/zake7749/Qwen-3.6-plus-agent-tool-calling-trajectory.