TNSA
AI & ML interests
Building India's first Foundational Model and AGI
Recent Activity
π§ TNSA AI
TNSA AI β₯οΈ OpenSource
π 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.
ποΈ Core Projects
π¬ Project | π 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 OpenAIβs Jukebox |
π¦ 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].
π§ Dev Philosophy
- β Fully open-sourced codebases (no black boxes)
- π Reinvent core components when needed
- π¬ Prioritize interpretability, capability, and safety
- π§ͺ Models designed for education, research, and real-world use
π§βπ» Join Our Movement
Weβre not a company. Weβre a mission.
π If you believe in building AGI for collective good β not just profit β youβre one of us.
π« Reach out βοΈ : [email protected]
π Website π: TNSA.ai
π₯ Follow our open work here and contribute!
βA mind once stretched by a new idea never returns to its original dimensions.β
β TNSA AI
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TNSA/NGen4-Base-Exp-a-05-08-2025-pre
Text Generation β’ 0.1B β’ Updated β’ 1 -
TNSA/NGen4-Base-Exp-b-05-08-2025-pre
Text Generation β’ 0.1B β’ Updated β’ 1 -
TNSA/NGen4-Base-Exp-c-05-08-2025-pre
Text Generation β’ 0.1B β’ Updated β’ 1 -
TNSA/NGen4-Nano-Exp-a-05-09-2025-pre
Text Generation β’ 0.0B β’ Updated β’ 2 β’ 1
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TNSA/NGen4-Base-Exp-a-05-08-2025-pre
Text Generation β’ 0.1B β’ Updated β’ 1 -
TNSA/NGen4-Base-Exp-b-05-08-2025-pre
Text Generation β’ 0.1B β’ Updated β’ 1 -
TNSA/NGen4-Base-Exp-c-05-08-2025-pre
Text Generation β’ 0.1B β’ Updated β’ 1 -
TNSA/NGen4-Nano-Exp-a-05-09-2025-pre
Text Generation β’ 0.0B β’ Updated β’ 2 β’ 1
models
22

TNSA/NGen3-34B

TNSA/NGen2-30M

TNSA/NGen3-10B

TNSA/NGen3-13B-Vision

TNSA/NGen3-7B

TNSA/NGen3-3B

TNSA/NGen4-Large-100B

TNSA/NGen3-1B-it

TNSA/NGen3-1B-Chunked
