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license: other
title: TNSA AI
emoji: 🔥
colorFrom: green
colorTo: blue
pinned: true
thumbnail: >-
https://cdn-uploads.huggingface.co/production/uploads/65dc9b2d90bd042d5bb036e8/CrQg186UiRPigoi2_KFg4.png
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# 🧠 TNSA AI
**TNSA AI ♥️ OpenSource**
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## 🌟 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 — not just compete with it.
We build from scratch, at scale, and with purpose.
## 🏗️ Core Projects
| 🔬 Project | 🚀 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 |
## 📦 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].
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## 🔧 Dev Philosophy
- ✅ Fully open-sourced codebases (no black boxes)
- 🔁 Reinvent core components when needed
- 🔬 Prioritize interpretability, capability, and safety
- 🧪 Models designed for education, research, and real-world use
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## 🧑💻 Join Our Movement
We’re not a company. We’re a **mission**.
🚀 If you believe in building AGI for collective good — not just profit — you’re one of us.
📫 Reach out ✉️ : support@tnsaai.com
🔗 Website 🌐: [TNSA.ai](https://tnsaai.com/)
🔥 Follow our open work here and contribute!
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> “A mind once stretched by a new idea never returns to its original dimensions.”
> — **TNSA AI** |