datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
medical-symptom-triage-conversationalopensec-triage
opensec-triage 0.5.0
Synthetic English security alert data for disposition classification, counterfactual evaluation and small model training experiments.
Each example pairs a security observation with contextual evidence and an expected disposition. The task is to classify the supplied evidence rather than infer a disposition from the observable action alone.
Configurations
Configuration
Purpose
Splits
default
Main 50,000 row text classification… See the full description on the dataset page: https://huggingface.co/datasets/tegridydev/opensec-triage.ms_marco_triage_ratedomnimcp_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.adaption-india-medical-triage-safety
This dataset is a remastered version prepared using Adaption's Adaptive Data platform.
adaption-india_medical_triage_safety
This dataset contains prompt-completion pairs for medical triage scenarios specific to India, covering emergencies like seizures, snake bites, and chest pain across various Indian languages. Each entry classifies severity, provides safe response guidance, lists unsafe actions to avoid, and specifies escalation steps such as calling emergency services. The… See the full description on the dataset page: https://huggingface.co/datasets/jadhavmanasi70/adaption-india-medical-triage-safety.triagent
TriAgent: Multi-Agent Committee Predictions for Financial Sentiment
This dataset contains every per-sentence prediction behind TriAgent, a divergence-aware multi-agent routing framework for cost-efficient LLM inference.
Paper (CIKM 2026): doi.org/10.1145/3799682.3839978
arXiv: arxiv.org/abs/2607.19794
Code: github.com/graphuofm/TRIAGENT
Project page: graphuofm.github.io/TRIAGENT
Dataset summary
The dataset holds 25,607 rows across five configurations. For each… See the full description on the dataset page: https://huggingface.co/datasets/dingjiacheng/triagent.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.hospital-triage-and-patient-history-data
Hospital Triage and Patient History Data
Tabular dataset of emergency-department triage records and patient history,
suitable for hospital-admission prediction and clinical-tabular LLM
benchmarking.
Source
This is a re-hosted copy of the dataset released by Hong, Haimovich, and
Taylor (Yale) at https://github.com/yaleemmlc/admissionprediction. The data
has been losslessly converted from the original R .RData (via an
intermediate .feather) to Apache Parquet with zstd… See the full description on the dataset page: https://huggingface.co/datasets/kondratevakate/hospital-triage-and-patient-history-data.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.hw1-paper-triage-multimodal
HW1 Multimodal Paper Triage
Purpose
This dataset supports a classroom exercise in assembling and augmenting multimodal data for a personalized research-paper triage system.
Composition and splits
The dataset begins with 100 original multimodal samples. The original samples were split before augmentation using a fixed random seed and stratification by the binary target.
train: 10,070 samples consisting of 70 training originals and 10,000 augmented… See the full description on the dataset page: https://huggingface.co/datasets/ishaanamahajan/hw1-paper-triage-multimodal.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.Multilingual_medical_symptom_triage
tags:
- medical
- healthcare
- classification
- outbreak-detection
- triage
- multilingual
- adaption
- india
Multilingual Medical Symptom Triage Dataset
Dataset Description
A Mutlilingual medical triage dataset containing 9,064 patient
symptom descriptions in Hindi, English, and Hinglish (code-mixed
Hindi-English), paired with triage recommendations and rich
clinical metadata. Designed for training multilingual triage
classification models and… See the full description on the dataset page: https://huggingface.co/datasets/Tulsiandhare/Multilingual_medical_symptom_triage.medical-symptom-triage-csvtriageiq-dataset
TriageIQ — Customer Support Ticket Classification Dataset
Synthetic dataset of 2,000 customer support tickets, each labeled with three independent classification axes.
Schema
Each example is a JSON object:
{
"text": "I've been charged twice this month, please refund me ASAP.",
"sentiment": "negative", // positive | neutral | negative
"urgency": "high", // low | medium | high
"category": "billing" // billing | technical |… See the full description on the dataset page: https://huggingface.co/datasets/coldstart88/triageiq-dataset.triage-bench
TriageBench: Judging Intervention Priority
TriageBench provides LLM-council judgments of which steps to repair first in failed multi-agent executions. It extends Who&When with candidate rankings, individual judgments, short rationales, and ranking uncertainty, alongside the original decisive-error labels.
This is the dataset accompanying TRIAGE: Severity-Ranked Multi-Agent Failure Attribution, by Xizhi Wang, accepted to AACL 2026 (Main Conference). TRIAGE code is available on… See the full description on the dataset page: https://huggingface.co/datasets/jimmywang585/triage-bench.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.vscode-bug-feature-triage
VS Code Bug vs Feature Request Triage
Dataset summary
1,993 prepared issue records from public microsoft/vscode issues, reduced to one binary task: classify the issue text as bug or feature-request. The splits are a frozen temporal holdout (80/10/10 by created_at within each class, seed 42) used by the GitHub Triage SLM Fine-Tuning Benchmark to compare fine-tuned small models against their base checkpoints on the same test set. Each record carries cleaned issue… See the full description on the dataset page: https://huggingface.co/datasets/Tilakoid/vscode-bug-feature-triage.emgena_python_distributed_celery_rabbitmq_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/emgena_python_distributed_celery_rabbitmq_triage_teaser.audio-event-triage-20260823-dataset
Audio Event Triage Baseline Synthetic Dataset
Summary
This dataset contains 14 training examples and 4
held-out examples for Operations teams need an explainable starting point for classifying alarms, machinery noise, and speech-like events.
Every record is synthetic and includes:
input: query, event, or feature description
label: expected class, route, relation, or evidence category
context: synthetic supporting context
source: fictional source identifier… See the full description on the dataset page: https://huggingface.co/datasets/RKB109/audio-event-triage-20260823-dataset.air-track-triage
AmberTrace — Air Track Triage
ISR airspace triage: certified clear/monitor/escalate decisions over synthetic radar tracks. Features and prompts only — triage answers are obtained live from AmberTrace.
AT = gold — this dataset ships no answers
The AmberTrace verifier is the answer. Every certified-answer column
(gold / oracle / decision / triage_reason / undecidable) has been
stripped from these files: a public (features → certified decision) map
would give the… See the full description on the dataset page: https://huggingface.co/datasets/AmberTraceLabs/air-track-triage.africa-synth-malaria-chw-iccm-triage-all
Synthetic Community Health Worker iCCM Triage Dataset (2-59 months) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - Sector: health - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-malaria-chw-iccm-triage-all.synthetic-chw-iccm-triage-WHO-UNICEF-2-59months
Synthetic Community Health Worker iCCM Triage Dataset (2-59 months) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - Sector: health - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/synthetic-chw-iccm-triage-WHO-UNICEF-2-59months.audio-event-triage-20260902-dataset
Audio Event Triage Baseline Synthetic Dataset
Summary
This dataset contains 14 training examples and 4
held-out examples for Operations teams need an explainable starting point for classifying alarms, machinery noise, and speech-like events.
Every record is synthetic and includes:
input: query, event, or feature description
label: expected class, route, relation, or evidence category
context: synthetic supporting context
source: fictional source identifier… See the full description on the dataset page: https://huggingface.co/datasets/RKB109/audio-event-triage-20260902-dataset.medical-symptom-triageemail-triage-action-seed
Email Triage Action Seed
A small, fully-synthetic seed dataset for fine-tuning small (3–5B) language models on action-oriented email triage — classifying an inbox message into a category, priority, and the actionable decision a triage assistant should take.
The schema goes beyond classification: it asks the model to choose what to do with each email, not just what bucket it falls into.
Schema
Every row is one labelled email with five core fields:
Field
Allowed… See the full description on the dataset page: https://huggingface.co/datasets/weijianzhg/email-triage-action-seed.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.triage-bench
TriageBench
TriageBench tests whether a model can choose the next clinical-triage action from a partial UK patient conversation: ask the right next question, or stop and choose the right assessment.
Leaderboard · Evaluator · Research article
Public v0.2 release
Item
Count
Tasks
100
Ask-another-question decisions
50
Stop-and-assess decisions
50
Next-question selection tasks
40
Assessment selection tasks
40
Stop-or-continue tasks
20
Matched… See the full description on the dataset page: https://huggingface.co/datasets/logarith-ms/triage-bench.kafka_schema_registry_deadletter_triage_teaser
🚀 DataOps - Kafka Streaming, Schema Registry Incompatibility & Dead-Letter Triage (Evaluation Teaser)
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📦 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.adaption-clinical-triage-preferences
This dataset is a remastered version prepared using Adaption's Adaptive Data platform.
adaption-clinical_triage_preferences
Multi-turn conversational preference dataset designed for fine-grained safety and tone calibration in emergency first aid and symptom triage. Each sample pairs a user prompt with chosen and rejected AI responses, contrasting concise, grounded clinical guidance against subtly misleading or overly verbose advice. It supports reward modeling and preference… See the full description on the dataset page: https://huggingface.co/datasets/gimmy256/adaption-clinical-triage-preferences.