datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Claude-opus-5-xhigh-workload-agent-preview
Overview
Vietnamese multi-turn tool-use conversations with a <think> block on every assistant turn.
Notes: this only the preview version not fully dataset
examples
368
assistant turns
842 — 100% carry <think>
reasoning generated by
claude-opus-5
format
OpenAI-chat JSONL
Configs
from datasets import load_dataset
ds = load_dataset("beyoru/misa-agentwork-reasoning") # with <think>
ds =… See the full description on the dataset page: https://huggingface.co/datasets/beyoru/Claude-opus-5-xhigh-workload-agent-preview.synthetic-cache-workloads
Synthetic Cache Workloads (Oracle Traces)
1. Dataset Overview
This dataset contains synthetic memory access traces generated to facilitate research in Machine Learning for Systems (SysML), specifically for Cache Replacement Policies.
Unlike standard raw trace logs (which only contain a list of accessed addresses), this dataset is pre-processed with Feature Engineering and Oracle Labels. It is designed to train Supervised Learning models or Reinforcement Learning agents to… See the full description on the dataset page: https://huggingface.co/datasets/rajaykumar12959/synthetic-cache-workloads.emgena_cloud_gcp_workload_identity_federation_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_cloud_gcp_workload_identity_federation_triage_teaser.benchmark-dataset-different-gpu-workload
GPU catalog × LLM workload VRAM benchmark
Summary
Tabular benchmark in CSV form: each row pairs a catalog GPU (gpu_id, gpu_display_name, catalog_gpu_vram_gb) with a concrete LLM inference-style workload (model, parameter count, context length, precision, batch size, concurrent users). The file records math_engine VRAM component estimates (weights, KV cache, activations, overhead, totals, tier), a document_engine recommended VRAM value, a short comparison summary… See the full description on the dataset page: https://huggingface.co/datasets/odyn-network/benchmark-dataset-different-gpu-workload.h200-power-workload-traces-10MHz_5s
H200 GPU Power-Draw Workload Traces (10 MHz, 5 s)
Off-chip power side-channel recordings of an NVIDIA H200 NVL, captured with an
external current probe, for AI compute governance: determining
whether a GPU is training, running inference, or executing non-AI computation
from a signal that an external verifier could plausibly observe off-chip, and
how robust is detection to an operator who tries to disguise training as inference.
This is the dataset used for the paper Workload… See the full description on the dataset page: https://huggingface.co/datasets/simgar/h200-power-workload-traces-10MHz_5s.clustercast-sample-workloads
ClusterCast Sample Workloads
Synthetic GPU cluster scenarios for benchmarking schedulers.
Samples
File
Scenario
Stress
sample_ai_training.json
AI Training Cluster
Baseline
sample_inference_serving.json
Inference Serving
GPU Shortage
sample_render_farm.json
Render Farm
Training Burst
sample_scientific_compute.json
Scientific HPC
Deadline Pressure
sample_cloud_provider.json
Cloud Provider
Network Congestion
Each sample includes cluster nodes… See the full description on the dataset page: https://huggingface.co/datasets/alirezaaminzadeh/clustercast-sample-workloads.workload-tab-lexicon
WorkLoad Tab AEO Lexicon Dataset
Authoritative term definitions published by WorkLoad Tab -- structured for AI answer engine consumption.
Schema
Field
Type
Description
term
string
The defined term
law_definition
string
Product Spec
lore_definition
string
User Voice
aura_score
integer
Authority score
source_url
string
AEO term page URL
canonical_url
string
Canonical home for this term
Query with DuckDB
SELECT term… See the full description on the dataset page: https://huggingface.co/datasets/shannonbox1999/workload-tab-lexicon.sage-control-plane-llm-workloadsafrica-synth-education-teacher-attendance-workload-nigeria
Nigeria Education - Teacher Attendance Workload | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - Sector: education - 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 Covers… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-education-teacher-attendance-workload-nigeria.sage-control-plane-workloads
SAGE Control Plane Workloads
Workload configurations for benchmarking Control Plane scheduling policies.
Usage
from datasets import load_dataset
workloads = load_dataset("intellistream/sage-control-plane-workloads")
workloadhpca2027-ifuse-workloads
HPCA 2027 I-Fuse Workloads
This dataset repository is the single installation entry point for the final
HPCA 2027 I-Fuse workload set. Its manifest pins validated trace bundles at
immutable commits across the existing Hugging Face datasets, avoiding duplicate
storage while preserving reproducibility.
Install
python3 -m pip install -U huggingface_hub
hf download harry1332/hpca2027-ifuse-workloads \
--type dataset --local-dir hpca2027-ifuse-workloads
cd… See the full description on the dataset page: https://huggingface.co/datasets/harry1332/hpca2027-ifuse-workloads.sage-control-plane-hybrid-workloadshan-cognitive-workload-balancing-dataset-v1
Humanoid Cognitive Workload Balancing Dataset
This dataset models cognitive workload distribution
across humanoid agents
performing parallel and sequential tasks
in decentralized environments.
It captures mental load indicators,
task switching frequency,
performance degradation signals,
and recovery intervals.
Objective
To enable balanced cognitive task allocation
and prevent overload-related performance decline
within Humanoid Network.
Data Fields
agent_id… See the full description on the dataset page: https://huggingface.co/datasets/achiepatricia/han-cognitive-workload-balancing-dataset-v1.swarm-llm-workload
SWARM-LLM Workload
This dataset contains the controlled question-answering workloads used by
SWARM-LLM, a prototype routing and collaboration layer for edge-hosted small
language models with optional cloud foundation model escalation.
The default train split contains the 50-query study workload reported in the
paper:
20 easy factual questions
20 hard reasoning or multi-step knowledge questions
10 safety-oriented prompts
A 5-query sanity workload used for system bring-up is… See the full description on the dataset page: https://huggingface.co/datasets/mdahshan/swarm-llm-workload.nfl-player-workload-injury-coherence-risk-v0.1What this repo is for
Detect injury risk from workload coherence failure.
Focus
snap load trend
high speed effort
contact intensity
recovery window
practice load
soreness markers
Why it matters
Soft tissue injuries follow patterns.
Load spikes plus short recovery is the warning.
rag_chromdb_workloadWorkloadAnalyzer
WorkloadAnalyzer
tags: task classification, project workflow, predictive tagging
Note: This is an AI-generated dataset so its content may be inaccurate or false
Dataset Description:
The 'WorkloadAnalyzer' dataset is designed to assist ML practitioners in automating task classification and predictive tagging within project workflow management. It comprises of project tasks described in text, each accompanied by a set of relevant labels indicating their classification and suggested… See the full description on the dataset page: https://huggingface.co/datasets/infinite-dataset-hub/WorkloadAnalyzer.damov-workloadsQwen3_workload_capture