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title: TNSA AI
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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**