README.md

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title: README
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🧠 **AxionLab**

*Research-driven AI. Fast, smart, and brutally honest.*

AxionLab is an independent lab focused on efficient language models, explicit reasoning, and lean architectures that actually run in the real world.

*Less* marketing. *More* gradient descent. 📉✨

🚀 **What we do**

We create and train AI models with three clear obsessions:

Efficiency: small, fast, and affordable models

Reasoning: *think better > speak more*

Real code: no fragile demos that break outside the laptop

If it doesn't run on common hardware, we question it. If it doesn't reason, we redo it. 🧪⚙️

🧩 **Model Lines**

Axion Series; our core family of models

MiniText → ultra-fast, minimal cost

MiniGPT → balance between performance and lightness

DogeAI-v1.5-Coder → total focus on small programming

DogeAI-v2.0-4B-Reasoning(OUR BRAND NEW THINKING MODEL! TRY NOW!) → *reasoning, logic, and step-by-step thinking*

All focused on open research and incremental learning.

🧪 **AxionLab Philosophy**

Models aren't magic — they're trainable systems

Bigger isn't always better

Explicit reasoning matters

Open-source accelerates science

Benchmarks are guides, not gods

AI gets better when we question assumptions, including our own. 🧠💥

📦 **What you'll find here**

LLM models trained from scratch or fine-tuned

Experimental checkpoints

Ongoing research

Proprietary tokenizers

Strange ideas (some brilliant, some not so much, it's part of the process 😅)

🌍 **Vision**

To build truly accessible, auditable, and intelligent AI, not just impressive loss graphs.

AxionLab *isn't* about hype.

It's about understanding how to think better with machines.

📫 **Contact / Collaborations Pull requests, issues, and crazy ideas are welcome.**

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