datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
omnimcp_cyber_siem_triage_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_cyber_siem_triage_teaser.TRIAGE_Bench
TRIAGE-Bench: Testing Resolution of Inter-Authority Guideline Evidence
TRIAGE-Bench is a benchmark for evaluating how LLMs resolve conflicts between authoritative clinical knowledge sources. It covers 2,000 items across four conflict types, each with an explicit governing policy that defines policy-consistent correctness.
Key Features
2,000 benchmark items (500 per conflict type) grounded in real guideline and drug-label discrepancies
Four conflict types:… See the full description on the dataset page: https://huggingface.co/datasets/DarrenLoong/TRIAGE_Bench.latentsig-med-triage-router
LatentSig Medical Triage Router Dataset
1,000 verified medical triage tool-call samples — 500 English + 500 Hinglish — for fine-tuning Small Language Models (SLMs) as structured medical triage routers.
Overview
This dataset trains SLMs (1B–3B parameters) to act as reliable structured tool-callers for clinical medical triage. Given a patient symptom description, the model must:
Select the correct tool from 7 available medical tools
Output a valid JSON tool call… See the full description on the dataset page: https://huggingface.co/datasets/fhai50032/latentsig-med-triage-router.legal-statutory-triage-sft
Indian Criminal Legal NLP: Colloquial-to-Statutory BNS Triage Dataset
This repository provides an instruction-tuning and evaluation corpus designed for citizen-facing criminal statutory triage under India's substantive penal code, the Bharatiya Nyaya Sanhita (BNS, 2023), alongside historical cross-referencing to the legacy Indian Penal Code (IPC, 1860).
1. Overview and Scope
With the legislative enactment of the BNS replacing the IPC, citizens and legal aid… See the full description on the dataset page: https://huggingface.co/datasets/legalnlpresearcher/legal-statutory-triage-sft.triage-medical-dataset
Dataset release
Version: 2026-03-19-v1
Published at: 2026-03-19T15:42:16+00:00
Repo: https://huggingface.co/datasets/TimotheeB/triage-medical-dataset
Dataset Card - POC Triage Medical
Fiche unifiee: inventaire des sources, strategie de selection, schema, gouvernance.
1) Description
Dataset bilingue FR/EN pour triage medical initial.
Le pipeline produit deux artefacts principaux:
SFT: paires instruction/reponse pour le fine-tuning supervise.
DPO: paires… See the full description on the dataset page: https://huggingface.co/datasets/TimotheeB/triage-medical-dataset.chsa-triage-medical-bilingual
CHSA Triage — Corpus médical bilingue (SFT + DPO)
Corpus destiné au post-training d'un agent d'aide au triage médical (POC, Centre
Hospitalier Saint-Aurélien). Bilingue français / anglais, anonymisé (RGPD) et
versionné (empreintes SHA-256 dans manifest.json).
⚠️ Usage : aide à la décision destinée à du personnel soignant. Ne pose pas de
diagnostic et ne remplace pas un professionnel de santé.
Contenu
Fichier
Description
Format
sft_train.jsonl /… See the full description on the dataset page: https://huggingface.co/datasets/DagueGG/chsa-triage-medical-bilingual.chsa-triage-medical-bilingue
Dataset de triage médical bilingue — CHSA
Corpus d'entraînement d'un agent d'aide au triage des urgences. À partir d'une
description de patient — motif, symptômes, antécédents, constantes relevées à
l'accueil, en français ou en anglais — le modèle doit produire un niveau de
priorité, une justification clinique et une conduite à tenir, toujours
en français.
Ce jeu de données est produit pour un prototype pédagogique. Il ne contient
aucune donnée patient réelle, et il n'a pas été… See the full description on the dataset page: https://huggingface.co/datasets/BenoitJT-GIRARD/chsa-triage-medical-bilingue.email-triage-v1
Email Triage v1
This dataset contains 1,740 unique email-triage examples produced through Tuned Tensor labeling and hardening workflows. It is the public v1 dataset, de-duplicated from a 2,038-row weighted fine-tuning dataset; 298 intentional weighting duplicates were removed for easier reuse.
The task is operational inbox triage, not security-risk classification. Each row asks a model to label one email-like message and return strict JSON with triage, priority, should_process… See the full description on the dataset page: https://huggingface.co/datasets/tunedtensor/email-triage-v1.CHSA-Triage-Medic-Full-Dataset
CHSA-Triage-Medic-Full-Dataset
Ce dataset a été constitué dans le cadre d'un projet de formation AI Engineer (Projet CHSA). Il est conçu pour entraîner un Assistant Médical Intelligent capable d'effectuer du triage d'urgence et de fournir des raisonnements cliniques.
Le dataset est divisé en 3 sous-ensembles distincts correspondant aux différentes phases d'entraînement (Fine-Tuning Supervisé et Alignement).
Organisation du Dataset
Le repository contient trois… See the full description on the dataset page: https://huggingface.co/datasets/cyrille-elie/CHSA-Triage-Medic-Full-Dataset.bengali-medical-triage-conversations
🩺 Bengali Medical Triage Conversations: Multilingual Clinical Dialogue & Screening Dataset
Bengali-Medical-Triage-Conversations is a medically audited, multi-turn clinical conversation dataset designed for fine-tuning and evaluating healthcare AI assistants and diagnostic triage agents in Bengali (বাংলা), Banglish (Phonetic Romanized Bengali), and English.
It is specifically tailored to address acute tropical, infectious, and primary care presentations prevalent in Bangladesh… See the full description on the dataset page: https://huggingface.co/datasets/Irtisum/bengali-medical-triage-conversations.kafka_schema_registry_deadletter_triage_teaser
🚀 DataOps - Kafka Streaming, Schema Registry Incompatibility & Dead-Letter Triage (Evaluation Teaser)
⚡ Official Free Evaluation Teaser (50 Verified Multi-Turn Scenarios)🏆 Get the Full Production Package (166 Samples) & Commercial EULA on Gumroad:👉 DataOps - Kafka Streaming, Schema Registry Incompatibility & Dead-Letter Triage on Gumroad🏷️ Use coupon code LAUNCH20 for 20 € off at checkout!
📦 What is Inside the Full Production Package:
166 Verified FAANG… See the full description on the dataset page: https://huggingface.co/datasets/emgena/kafka_schema_registry_deadletter_triage_teaser.omnimcp_mcp_brave_web_search_triage_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_mcp_brave_web_search_triage_teaser.marunthagam-tamil-triage
Marunthagam — Tamil Triage Dataset
Multilingual training and evaluation data for the
Marunthagam project — an offline,
Tamil-first triage AI for ASHA workers in rural Tamil Nadu, built on
Gemma 4 E4B for the Gemma 4 Good Hackathon 2026.
Layout
formatted/
triage/
train.jsonl # 351 rows, post-Sprint-2 relabel + post-Sprint-3 derm-move
val.jsonl # 43 rows
test.jsonl # 45 rows (cleaned held-out)
train_v1_pre_relabel.jsonl #… See the full description on the dataset page: https://huggingface.co/datasets/mechramc/marunthagam-tamil-triage.vulnerability-triage
VULNERABILITY_TRIAGE
A preference dataset for VULNERABILITY_TRIAGE, harvested from real, human-labelled sources and curated by an automated harvesting harness with an LLM quality gate.
Format
Standard preference / DPO schema — each row:
column
meaning
prompt
the request (originally prompt)
chosen
the human-preferred response
rejected
a worse response to the same prompt
source
the dataset/URL the row was harvested from
Splits… See the full description on the dataset page: https://huggingface.co/datasets/316usman/vulnerability-triage.triagebench
TriageBench
TriageBench measures whether a clinical AI gives the same triage decision when you change something about the patient that should not affect the answer: their gender, the language they wrote in, or a socioeconomic signal such as a ZIP code. It holds the symptoms identical, swaps one irrelevant detail, and measures how far the decision moves. It scores consistency and makes no claim about which triage call is clinically correct.
Code and harness:… See the full description on the dataset page: https://huggingface.co/datasets/wongqihan/triagebench.finance-ops-triage-v0.1
Finance Ops Triage v0.1 dataset
The original small, illustrative dataset prepared for Ugo Chukwu's first Unsloth fine-tuning and deployment exercise. The examples were provided during a guided ChatGPT experiment; they are not collected operational transaction records or an independently validated finance policy.
Code and experiment report · Model archive
Structure
Each JSONL row has messages containing system, user, and assistant entries. The assistant content is… See the full description on the dataset page: https://huggingface.co/datasets/Etherlabs/finance-ops-triage-v0.1.bfsi-transaction-triage-curated-600
🚀 BFSI / FinTech Tier-1 Autonomous Transaction Triage & Regulatory Disputes
This dataset contains 600 curated training records with in-depth, verbose 4-phase <Thinking> Chain-of-Thought reasoning, 100 frozen evaluation benchmark samples, and 50 frozen regression verification samples formatted in standard ChatML (messages) and Prompt-Target pairs, strictly following the Pioneer / Prometheus research paper 3-slice curriculum design.
📊 Dataset Composition & 3-Slice… See the full description on the dataset page: https://huggingface.co/datasets/StarsMakeGalaxy/bfsi-transaction-triage-curated-600.engineering-log-triage-dataset
Engineering Log Triage Dataset
Summary
This dataset contains synthetic/sanitized engineering-log examples for structured fault triage.
Each example is formatted as a chat-style supervised fine-tuning record. The model input is an unstructured engineering report. The target assistant message is a strict JSON object containing a structured triage result.
This dataset was created for the LoRA-Adapted Engineering Log Triage Service project.
Intended Use… See the full description on the dataset page: https://huggingface.co/datasets/cobra9786/engineering-log-triage-dataset.vllm_sglang_inference_deployment_triage_teaser
🚀 Cloud Infrastructure - Local LLM Inference & vLLM/SGLang Deployment Triage (Evaluation Teaser)
⚡ Official Free Evaluation Teaser (50 Verified Multi-Turn Scenarios)🏆 Get the Full Production Package (500 Samples) & Commercial EULA on Gumroad:👉 Cloud Infrastructure - Local LLM Inference & vLLM/SGLang Deployment Triage on Gumroad🏷️ Use coupon code LAUNCH20 for 20 € off at checkout!
📦 What is Inside the Full Production Package:
500 Verified FAANG v2.0… See the full description on the dataset page: https://huggingface.co/datasets/emgena/vllm_sglang_inference_deployment_triage_teaser.email-safety-triage-10k
Email Safety Triage 10k
This dataset contains 10,000 supervised examples for classifying email and email-adjacent content for operational triage, phishing/spam risk, and prompt-attack filtering.
Each JSONL row has two string fields:
input: an instruction plus email, security-review text, or prompt/email fragment.
output: compact strict JSON with triage, priority, risk, should_process, confidence, and reason.
The dataset is intended for fine-tuning and evaluating classifiers… See the full description on the dataset page: https://huggingface.co/datasets/weijianzhg/email-safety-triage-10k.prometheus-bfsi-tier1-triage
Pioneer BFSI / Fintech Tier-1 Autonomous Triage Dataset
This dataset contains high-grade multi-turn conversational traces (ChatML format) curated according to the Pioneer paper data curation methodology for training and evaluating specialized 8B Small Language Models (SLMs) in the Banking, Financial Services, and Insurance (BFSI) vertical.
Dataset Structure
Train Split (train): 350 traces
75% Gold Standard Tasks: Standard operational workflows across 30… See the full description on the dataset page: https://huggingface.co/datasets/StarsMakeGalaxy/prometheus-bfsi-tier1-triage.verdict-engine-triage-v2
Verdict Engine — SFT v2 (Sonnet-4.6 distilled)
The supervised fine-tuning dataset behind every model in the
Verdict Engine bake-off: four LoRA
fine-tunes (hqt2yotoz/verdict-engine-{qwen3-4b-2507,qwen3-8b,smollm3-3b,qwen2.5-7b}-lora)
that all beat their own base on a blind panel. This is the v2 / "true-distillation"
dataset — the one whose labels come from a genuinely stronger teacher (Claude Sonnet 4.6),
not from the small model labeling itself.
What it teaches… See the full description on the dataset page: https://huggingface.co/datasets/hqt2yotoz/verdict-engine-triage-v2.chsa-triage-medical-qa-fr-en
CHSA Triage POC — corpus médical bilingue SFT et préférences DPO
Jeu de données d'un projet d'étude : Proof of Concept d'assistant de triage médical initial (Qwen3-1.7B-Base, SFT LoRA puis DPO). Code, rapport et preuves : github.com/ppluton/medical-triage-llm-poc.
Usage pédagogique uniquement. Ce jeu n'est ni validé cliniquement ni destiné à un dispositif médical, un diagnostic, une prescription ou une décision clinique. Il ne contient aucun label de priorité de triage.… See the full description on the dataset page: https://huggingface.co/datasets/Pedro1321/chsa-triage-medical-qa-fr-en.bafin_mifid_audit_trail_immutable_ledger_triage_teaser
🚀 Compliance & FinTech - BaFin & MiFID II Immutable Audit Trail Ledger Triage (Evaluation Teaser)
⚡ Official Free Evaluation Teaser (50 Verified Multi-Turn Scenarios)🏆 Get the Full Production Package (500 Samples) & Commercial EULA on Gumroad:👉 Purchase Full Production Master Dataset on Gumroad🏷️ Use coupon code LAUNCH20 for 20 € off at checkout!
🌟 Domain Focus & Capabilities
WORM-compliant storage verification, microsecond clock-drift timestamping, and… See the full description on the dataset page: https://huggingface.co/datasets/emgena/bafin_mifid_audit_trail_immutable_ledger_triage_teaser.