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README.md

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-title: README
-emoji: 📉
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+# WithIn Us AI
+
+**non-profit**
+
+*In the training loop — forever.* 🔄
+
+## About
+
+Dedicated to **Recursive Seed AI** and self-improving systems.  
+
+We specialize in:
+- Fine-tuning
+- Model merging
+- Distillation
+- Ablation
+
+with a strong focus on **reasoning**, **coding**, **agentic capabilities**, and **refusal removal**.
+
+Passionate about autonomous AI evolution and high-quality open datasets.
+
+## Focus Areas
+
+- Recursive / self-improving language models
+- High-quality GGUF releases (coding, reasoning & uncensored variants)
+- Distillation of advanced reasoning & narrative data
+- Refusal removal and strong agentic behavior
+
+## Notable Collections
+
+- **WithIn US AI (((GGUF MODELS)))** — LLM models trained, fine-tuned, merged & refusal-removed by WithIn Us AI
+- **“Gemma 4” / “Gemma 3”** series
+- **Recursive Models** series
+
+## Links
+
+- 🤗 Hugging Face: [huggingface.co/WithinUsAI](https://huggingface.co/WithinUsAI)
+- 🐙 GitHub: [github.com/WithInUsAI](https://github.com/WithInUsAI)
+
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-Edit this `README.md` markdown file to author your organization card.
+*Built with ❤️ from the training loop.*