Micro-Model Swarm — lightweight ML ensemble framework. Pure Python, zero dependencies, <1ms inference.

pip install micro-swarm

from micro_swarm import load_preset

# Security — Prompt Injection Detection
swarm = load_preset("security")
result = swarm.predict({"entropy": 0.9, "special_char_ratio": 0.3})
print(f"Score: {result.final_score:.3f}")  # 0.0=safe, 1.0=threat

# Available presets: adtech, security, fraud, strike

Each preset = 3 domain-specialized micro-transformers (~1500 params each):

• AdTech: timing, geo, device
• Security: token_pattern, semantic_shift, behavioral
• Fraud: velocity, amount, pattern
• Strike: stealth_timing, fingerprint, behavioral_mimicry

MIT