swarm
Datasets
All datasets matching “swarm”SwarmEvo
Swarming Morphogenesis Evolution (SwarmEvo)
Forecasting the evolution of bacterial swarming colonies is a challenging task. Unlike conventional natural scenes, swarming expansion is governed by the propagation of irregular, anisotropic morphological fronts rather than by appearance continuity or pixel-level motion. These fronts undergo rapid reorganization, fingering instabilities, and curvature-driven growth, making standard image- or video-based prediction models fundamentally… See the full description on the dataset page: https://huggingface.co/datasets/ShengyouDuan/SwarmEvo.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.swarmworld-data
SwarmWorld paper dataset
This dataset contains the final SwarmWorld experiments used to study how populations
of LLM agents discover, construct, test, operate, exchange, and modify material technologies in a simulated shared world. It includes the authoritative
event traces, exact pre-run manifests, episode summaries, derived analyses, final
figures, and a technology atlas.
Scope and companion repository
This release is the data package. The scripts under scripts/… See the full description on the dataset page: https://huggingface.co/datasets/lamm-mit/swarmworld-data.SwarmuiColabmulti-agent-ouroboros-swarm
Multi-Agent Ouroboros Swarm
Rights & intended use: legacy public research corpus / portfolio
artifact. Hosted frontier-model outputs are research-only inputs under
project policy (synthetic-factory#161):
intended_use: research_only, project_training_policy: blocked. Not
training data for any model-weight update. Machine-readable record:
rights.json.
Release status: The raw, uncurated payload is published under
data/raw/. It is available for inspection and reproducibility, but… See the full description on the dataset page: https://huggingface.co/datasets/rmems/multi-agent-ouroboros-swarm.