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mamba-architecture

Orchestra-Research/AI-Research-SKILLsSkill

State-space model with O(n) complexity vs Transformers' O(n²). 5× faster inference, million-token sequences, no KV cache. Selective SSM with hardware-aware design. Mamba-1 (d_state=16) and Mamba-2 (d_state=128, multi-head). Models 130M-2.8B on HuggingFace.

Scanned · 1 to knowSkillSource: GitHub
13,721 stars Updated 25d ago License MIT Context ≈69 tokens always loaded
77popular

Why this score

Stars22/35
Usage (forks)9/15
Upkeep25/25
License15/15
Owner history6/10

This repo hosts 10 skills, so its 13,721 stars are split between them (about 1,372 each) for scoring.

Popularity score: 77/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank

Security

Scanned Oct 20, 2026 at commit 773a52944ba4, with Cisco's open-source skill-scanner.

What its code does:

  • Uses dependencies without a pinned version A later version of a dependency could change what runs.SKILL.md and 3 more

A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan

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