datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
grug-moe-mix-swarm
Grug-MoE Data-Mix Experiments
The default config contains the original 840-run Fisher-DSP swarm. The harrier_18t75_d768 config contains the Harrier experiments described below.
Fisher-DSP swarm (default)
840 MoE pretraining runs from the Grug-MoE Fisher-DSP data-mixing swarm (d512, TPU / us-central2).
Each run trains on a distinct data mixture over 168 datakit buckets; the swarm is used to regress
mixture weights → eval loss and predict an optimized pretraining… See the full description on the dataset page: https://huggingface.co/datasets/marin-community/grug-moe-mix-swarm.gspc-swarm
GSPC — swarm bank (SwarmBench v2b)
Council of AI measurement bank. Measurement, not certification.
Bank. Frozen split. Live n is the matching axis on GET https://councilof.ai/api/gspc, not a Hub score. Not a certificate. Art 50 (EUR-Lex): 2 August 2026 live; marking grace 2 December 2026.
Live measurement. This bank stands behind the swarm row of the live GSPC board: GET https://councilof.ai/api/gspc?axis=swarm (family, kind, status and n are on that row, never typed here; the… See the full description on the dataset page: https://huggingface.co/datasets/csoai/gspc-swarm.omnimcp_swarm_langgraph_teaser
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📜 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_swarm_langgraph_teaser.SwarmFailure-Intelligence
SwarmFailure-Intelligence v1
A dataset of real AI system failures, diagnoses, and repair strategies.
SwarmFailure-Intelligence is the first structured reliability dataset purpose-built for training LLMs and agents to detect, diagnose, repair, and prevent AI system failures. Every record traces a concrete failure through its full lifecycle -- from the broken execution to root cause analysis to a validated fix.
This is not synthetic noise. Every pair was generated from agent execution… See the full description on the dataset page: https://huggingface.co/datasets/SwarmandBee/SwarmFailure-Intelligence.