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Building India's first Foundational Model and AGI

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TNSA's NGen 3 Series of Models
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🧠 TNSA AI

TNSA AI β™₯️ OpenSource


🌟 About Us

TNSA AI is a frontier research group focused on building open, powerful, and human-aligned Artificial General Intelligence (AGI). From cutting-edge language models to multimodal systems, our mission is to create intelligent systems that empower humanity β€” not just compete with it.

We build from scratch, at scale, and with purpose.

πŸ—οΈ Core Projects

πŸ”¬ Project πŸš€ Description
NGen Series High-performance transformer models (NGen1, NGen2, NGen3, and more)
Tokenize2 Our in-house tokenizer built on optimized Byte-Pair Encoding (BPE)
DiffuseX2 Industry-level Stable Diffusion architecture for powerful image generation
Adhyaapak-2 Personalized Teaching AI powered by LLM + vision/audio understanding
Neura An AGI-grade modular architecture with memory, deliberation & vision modules
ARCH-X 9 ML framework architecture for scalable multimodal development
StellarTTS Text-to-speech engine based on Wi LLM capable of human-like speech synthesis
SongGEN AI music generation engine inspired by OpenAI’s Jukebox

πŸ“¦ Featured Models & Tools

  • TNSA/NGen3-1B
  • TNSA/NGen3-1B-it
  • TNSA/NGen3-7B
  • TNSA/NGen3-13B
  • TNSA/NGen4-100B
  • TNSA/NGen3-140M
  • TNSA/NGen3-140M-Inst
  • TNSA/NGen3-90M
  • TNSA/NGen3-15M

All models are trained or fine-tuned using our custom pipelines and follow the [TNSA Standard].


πŸ”§ Dev Philosophy

  • βœ… Fully open-sourced codebases (no black boxes)
  • πŸ” Reinvent core components when needed
  • πŸ”¬ Prioritize interpretability, capability, and safety
  • πŸ§ͺ Models designed for education, research, and real-world use

πŸ§‘β€πŸ’» Join Our Movement

We’re not a company. We’re a mission.

πŸš€ If you believe in building AGI for collective good β€” not just profit β€” you’re one of us.

πŸ“« Reach out βœ‰οΈ : [email protected]
πŸ”— Website 🌐: TNSA.ai
πŸ”₯ Follow our open work here and contribute!


β€œA mind once stretched by a new idea never returns to its original dimensions.”
β€” TNSA AI