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NRS [ NEURAL REASONING SYSTEM ] FROM SKT AI LABS ๐Ÿ‡ฎ๐Ÿ‡ณ

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SKT-NRS/NRSx200000
Shrijanagainย  published a dataset about 19 hours ago
SKT-NRS/NRSx200000
Shrijanagainย  updated a Space about 19 hours ago
SKT-NRS/README
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๐Ÿ‡ฎ๐Ÿ‡ณ SOVEREIGN NRS [ NEURAL REASONING SYSTEM ] ๐Ÿ‡ฎ๐Ÿ‡ณ

๐Ÿ”ฅ SKT AI LABS ๐Ÿ”ฅ

SKT AI LABS The Sovereign AI for India

๐Ÿ‡ฎ๐Ÿ‡ณ MADE IN BHARAT ๐Ÿงฌ REASONING BOOSTER MATHS โ€ข LOGIC โ€ข CODE PROJECT OM CONSIST NEURAL REASONING SYSTEM

SKT AI LABS [ NRS ]

NRS โ€” NEURAL REASONING SYSTEM

REASONING DATA + CURATED DATABASES + SOVEREIGN INTELLIGENCE


๐ŸŒŸ What is NRS?

NRS (Neural Reasoning System) is Indiaโ€™s first fully sovereign, open-source reasoning engine built from the ground up for Bharat.

It is not just another LLM wrapper.
It is a complete reasoning layer that sits on top of any base model and dramatically boosts logical thinking, mathematical rigor, code reasoning, multi-step planning, and consistent truth-seeking.

โ€œWe donโ€™t fine-tune for vibes. We train for truth, logic and swadeshi sovereignty.โ€


๐Ÿ”ฅ Core Philosophy โ€” Project OM CONSIST

  • OM = Order + Memory
  • CONSIST = Consistent, Contextual, Culturally Intelligent, Sovereign Thinking

NRS is designed to think like an Indian mind โ€” rooted in logic, mathematics, ancient wisdom (Nyaya, Tarkashastra), and modern STEM excellence while remaining 100% sovereign (no foreign data poisoning, no censored alignment).


โœจ Key Features

Feature Description
Reasoning Booster +300โ€“600% improvement in complex math, logic & coding benchmarks
Curated Reasoning DB 2B+ high-quality reasoning traces (Math, Physics, Logic, Code, Strategy)
Sovereign Knowledge Core Bharat-centric datasets + Vedic logic + modern Indian research
Multi-Modal Reasoning Text + Image + Code + Math (coming soon)
OM-Consistency Engine Self-verification loops that prevent hallucination
Zero Foreign Alignment No OpenAI, Anthropic, or Google safety filters
Docker-First Deployment One-click sovereign deployment anywhere

๐Ÿ“Š Whatโ€™s Inside the Reasoning Database?

  • Maths & Olympiad โ€” JEE Advanced, IMO, Putnam level problems with full step-by-step reasoning chains
  • Logical Reasoning โ€” Nyaya Shastra + modern formal logic + LSAT-level puzzles
  • Code Reasoning โ€” 1.2M+ Python/C++/Java problems with execution traces & proof-of-correctness
  • Scientific Reasoning โ€” Physics, Chemistry, Biology (NEET + GATE level)
  • Strategic Thinking โ€” Game theory, UPSC-level decision making, policy reasoning
  • Bharat Knowledge Graph โ€” Ancient Indian science, history, geography, constitutional law

All data is hand-curated + synthetically verified by Indian PhDs and researchers.


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