Swarm & Bee

Gold Vault

Sovereign training data. Every pair harvested from primary sources, refined through multi-stage audit, graded by specialist models. Ready to fine-tune.

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Harvest

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Refine

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Audit

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Grade

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Deliver

Spinal MRI Interpretations 3,391 gold pairs

Domain: Neuroradiology Avg quality: 8.6 / 10 Base: Qwen2.5-VL-7B

5-dimension specialty rubric 70B cross-validated

Grinding Lumbar Spine Sagittal + Axial
Pharmacology & Drug Safety 667 gold pairs

Domain: Clinical Pharmacology Avg quality: 8.2 / 10 Base: Qwen2.5-7B

DDI, adverse effects, dosing, contraindications

Live Drug Safety PK/PD
Cardiology 315 gold pairs

Domain: Interventional & Clinical Cardiology Base: Qwen2.5-7B

ACS, heart failure, arrhythmia, GDMT protocols

Live ACS Heart Failure Arrhythmia
Sovereign Compute Intelligence 14,400+ gold pairs

Domain: Infrastructure & Edge AI Base: Qwen2.5-7B

GPU provisioning, sovereignty, deployment patterns, cost optimization

Grinding Edge AI Sovereignty Infrastructure
Agent Economy 49 gold pairs

Domain: Autonomous Agent Infrastructure Base: Qwen2.5-7B

Agent routing, tool schemas, payment rails, orchestration

Grinding ERC-8004 x402

Spinal MRI — Neuroradiology

Patient: 57F, chronic low back pain (2 years), onset after repetitive bending. Paraspinal tenderness at L4-L5. Axial T2-weighted MRI at L2/L3.

Findings, L2/L3: Mild disc dehydration with increased T2 signal intensity, suggestive of degenerative change. No focal herniation or significant bulging. Central canal patent without stenosis. Bilateral foramina adequate. No significant neural compression at this level.

Impression: Early degenerative disc disease at L2/L3. No stenosis. Clinical correlation with lower levels recommended given symptom localization at L4-L5.

Quality score: 8.8 / 10 · 70B cross-validated · 5-dimension specialty rubric passed

Starter

$0.99

50 gold pairs. Single domain. Evaluation license.

Professional

$4.99

500 gold pairs. Single domain. Commercial license. HuggingFace delivery.

Institutional

$19.99

Full domain pack. All pairs. Commercial license. Priority access to new grinds.

Real-time inference against our sovereign models. Metered via x402 on Base L1. $0.001 – $0.005 per query. No subscriptions. No minimums.

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