datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
omnimcp_stealth_browser_scraping_teaser
🔬 INSPECT THE DEEPSEEK-R1 REASONING CHAIN LIVE:
Zero hallucinations. Null syntax errors. 100% AST compiler validated.🌐 Live Interactive Reasoning & Code Inspector: https://emgena.com/trainingslager🎁 Claim your Free Starter Kit (Code: STARTER100): https://emgena.com/trainingslager🏷️ Launch Discount: Get 20 € OFF any 500-incident production suite with code LAUNCH20!
📜 Enterprise Compliance: EU AI Act Articles 50 & 53 certified • 100% DSGVO / GDPR clean • Commercial EULA… See the full description on the dataset page: https://huggingface.co/datasets/emgena/omnimcp_stealth_browser_scraping_teaser.BrowserAgent-SeedData
BrowserAgent-Data
Dataset used in https://github.com/TIGER-AI-Lab/BrowserAgent.
Summary
Total rows: 230,015
Total size: ~29.47 MB
Subsets: 2wiki, bamboogle, hotpot, musique, nq, popqa
Splits and Sizes
2wiki: 22,576 rows (~2.73 MB)
bamboogle: 125 rows (~0.03 MB)
hotpot: 97,852 rows (~14.20 MB)
musique: 12,417 rows (~0.92 MB)
nq: 82,778 rows (~10.14 MB)
popqa: 14,267 rows (~1.45 MB)
Files are stored as Parquet under each subset directory with dev/train/test… See the full description on the dataset page: https://huggingface.co/datasets/TIGER-Lab/BrowserAgent-SeedData.omnimcp_browser_dom_structured_extractor_teaser
🔬 INSPECT THE DEEPSEEK-R1 REASONING CHAIN LIVE:
Zero hallucinations. Null syntax errors. 100% AST compiler validated.🌐 Live Interactive Reasoning & Code Inspector: https://emgena.com/trainingslager🎁 Claim your Free Starter Kit (Code: STARTER100): https://emgena.com/trainingslager🏷️ Launch Discount: Get 20 € OFF any 500-incident production suite with code LAUNCH20!
📜 Enterprise Compliance: EU AI Act Articles 50 & 53 certified • 100% DSGVO / GDPR clean • Commercial EULA… See the full description on the dataset page: https://huggingface.co/datasets/emgena/omnimcp_browser_dom_structured_extractor_teaser.omnimcp_browser_session_pool_rotator_teaser
🔬 INSPECT THE DEEPSEEK-R1 REASONING CHAIN LIVE:
Zero hallucinations. Null syntax errors. 100% AST compiler validated.🌐 Live Interactive Reasoning & Code Inspector: https://emgena.com/trainingslager🎁 Claim your Free Starter Kit (Code: STARTER100): https://emgena.com/trainingslager🏷️ Launch Discount: Get 20 € OFF any 500-incident production suite with code LAUNCH20!
📜 Enterprise Compliance: EU AI Act Articles 50 & 53 certified • 100% DSGVO / GDPR clean • Commercial EULA… See the full description on the dataset page: https://huggingface.co/datasets/emgena/omnimcp_browser_session_pool_rotator_teaser.omnimcp_browser_playwright_stealth_teaser
🔬 INSPECT THE DEEPSEEK-R1 REASONING CHAIN LIVE:
Zero hallucinations. Null syntax errors. 100% AST compiler validated.🌐 Live Interactive Reasoning & Code Inspector: https://emgena.com/trainingslager🎁 Claim your Free Starter Kit (Code: STARTER100): https://emgena.com/trainingslager🏷️ Launch Discount: Get 20 € OFF any 500-incident production suite with code LAUNCH20!
📜 Enterprise Compliance: EU AI Act Articles 50 & 53 certified • 100% DSGVO / GDPR clean • Commercial EULA… See the full description on the dataset page: https://huggingface.co/datasets/emgena/omnimcp_browser_playwright_stealth_teaser.browser-agent-phase1-sft-action-only
Browser Agent Phase 1 SFT Action-Only
What this is
Action-only step-level chat SFT data for browser-agent training.
Each example teaches the model to predict the next BrowserGym action from:
the original generation-time system prompt used for data collection
task goal and URL
short recent history
current observation text and diagnostics
Assistant targets contain only the next action.
Why this format
This is the primary training format for small-model SFT… See the full description on the dataset page: https://huggingface.co/datasets/saital/browser-agent-phase1-sft-action-only.omnimcp_browser_turnstile_solver_teaser
🔬 INSPECT THE DEEPSEEK-R1 REASONING CHAIN LIVE:
Zero hallucinations. Null syntax errors. 100% AST compiler validated.🌐 Live Interactive Reasoning & Code Inspector: https://emgena.com/trainingslager🎁 Claim your Free Starter Kit (Code: STARTER100): https://emgena.com/trainingslager🏷️ Launch Discount: Get 20 € OFF any 500-incident production suite with code LAUNCH20!
📜 Enterprise Compliance: EU AI Act Articles 50 & 53 certified • 100% DSGVO / GDPR clean • Commercial EULA… See the full description on the dataset page: https://huggingface.co/datasets/emgena/omnimcp_browser_turnstile_solver_teaser.agentic_browser_sandbox_guard_teaser
🚀 AI Safety - Agentic Computer Use & Browser-Sandbox Guard (Evaluation Teaser)
⚡ Official Free Evaluation Teaser (50 Verified Multi-Turn Scenarios)🏆 Get the Full Production Package (500 Samples) & Commercial EULA on Gumroad:👉 AI Safety - Agentic Computer Use & Browser-Sandbox Guard on Gumroad🏷️ Use coupon code LAUNCH20 for 20 € off at checkout!
📦 What is Inside the Full Production Package:
500 Verified FAANG v2.0 Scenarios (100% AST-Valid Python)
PyArrow… See the full description on the dataset page: https://huggingface.co/datasets/emgena/agentic_browser_sandbox_guard_teaser.browser-world-models-transitions
Browser World Models — Transitions
(before screenshot, action, after screenshot) transitions from real websites, for training and
evaluating a world model ("simulator") that predicts the consequence of a web action. Part of
the browser-world-models project.
How it was collected
An LLM policy (gpt-5.4-mini) drove vercel-labs/agent-browser
over the WebVoyager task set (642 tasks / 15 sites); the
task questions are the goals. For every action we saved a screenshot… See the full description on the dataset page: https://huggingface.co/datasets/sudac/browser-world-models-transitions.qwen3-browser-agent-processedbrowser-actions
Browser Actions: A Dataset for On-Device Function Calling
The dataset contains conversational traces designed to train models to translate natural language instructions into executable function calls for web browsers
Dataset Format
The dataset is provided in JSONL format. Each line represents a data sample. The
dataset is pre-split into training and evaluation sets. This distinction is
denoted by the metadata field within each sample.
Each JSON object in the file contains… See the full description on the dataset page: https://huggingface.co/datasets/osanseviero/browser-actions.browser-world-models-webarena-reddit
browser-world-models: WebArena reddit transitions
Browser state transitions collected by running the 106 official WebArena reddit tasks
against a self-hosted, reproducible WebArena (Postmill) instance (rootless Apptainer on
SLURM). Each row: before/after screenshots, the Set-of-Marks action between them, the task
goal, and LLM-judge next-state labels in two target formats (free prose and a fixed
CHANGED/NAV/CONTENT/UI/ERROR template).
~726 transitions / 110 trajectories / 1… See the full description on the dataset page: https://huggingface.co/datasets/sudac/browser-world-models-webarena-reddit.browser-agent-phase1-sft-reasoning-action
Browser Agent Phase 1 SFT Reasoning+Action
What this is
Reasoning-plus-action step-level chat SFT data for browser-agent training.
Each example uses the original generation-time system prompt, then appends a short instruction to reason first and output the final action.
Assistant targets contain:
one <think>...</think> block
then one BrowserGym action
Why this format
This is an experimental variant for comparing whether explicit reasoning supervision helps or… See the full description on the dataset page: https://huggingface.co/datasets/saital/browser-agent-phase1-sft-reasoning-action.building-permits-browser-datasakthai-coder-browser
SakThai Coder Browser
Part of the SakThai Model Family.
Dataset Summary
SakThai Coder Browser is a synthetic instruction-tuning dataset for coding assistants and browser agents. It provides multi-turn agent-style conversations with structured tool definitions and expected assistant tool calls, built for training small language models on tool use and grounded code/browser workflows.
Owner: Nanthasit
Format: Parquet
Rows: 247
Columns: messages, tools
Task:… See the full description on the dataset page: https://huggingface.co/datasets/Nanthasit/sakthai-coder-browser.emgena_stealth_browser_scraping_guard_mcp_teaser
🚀 Emgena Stealth Browser Scraping & Anti-Bot MCP Guard (Evaluation Teaser)
⚡ Official Free Evaluation Teaser (50 Verified Scenarios)🏆 Get the Full Production Package & Commercial EULA on Gumroad:👉 Purchase Full Package on Gumroad🏷️ Use coupon code LAUNCH20 for 20 € off at checkout!
🌟 Domain Overview & Features
Turnkey Playwright Fingerprint Leak Auditor, Cloudflare Turnstile Triage & Human Bezier Mouse Trajectories.
100% AST Syntactic Validation (Zero… See the full description on the dataset page: https://huggingface.co/datasets/emgena/emgena_stealth_browser_scraping_guard_mcp_teaser.Online-Mind2Web-Remote-Browserbrowser_playwright_stealth_teaser
🚀 Automation - Playwright Anti-Bot Fingerprint Stealth & Web Scraping Suite (Evaluation Teaser)
⚡ Official Free Evaluation Teaser (50 Verified Scenarios)🏆 Get the Full Production Package & Commercial EULA on Gumroad:👉 Purchase Full Package on Gumroad🏷️ Use coupon code LAUNCH20 for 20 € off at checkout!
🌟 Domain Overview & Features
Navigator webdriver patching, WebGL vendor masking, TLS fingerprint consistency, and stealth browser automation.
100% AST… See the full description on the dataset page: https://huggingface.co/datasets/emgena/browser_playwright_stealth_teaser.