Update README.md

README.md

@@ -4,7 +4,53 @@ emoji: 🏃
 colorFrom: pink
 colorTo: gray
 sdk: static
-pinned: false
+pinned: true
 ---
 
-Edit this `README.md` markdown file to author your organization card.
+# ⚡ Neuronic
+
+**High-Performance Agents for the Edge.**
+
+Neuronic is a specialized AI research and development lab focused on building hyper-optimized, low-parameter models for function calling, tool use, and agentic routing. We believe that intelligence doesn't always require massive compute—it requires precision.
+
+---
+
+## 🎯 Our Focus
+
+*   **Function-Calling Specialists:** We train models to act as deterministic routers, prioritizing strict syntax, reliable JSON output, and accurate tool utilization over general chat.
+*   **Edge Computing:** By optimizing models in the 0.5B to 7B parameter range, we make local, high-speed agentic workflows possible on edge devices, mobile hardware, and consumer GPUs.
+*   **Low Latency:** Designed for environments where every millisecond counts. 
+
+---
+
+## 🚀 Featured Models
+
+### **Nero1-0.5B**
+Our flagship router. A 500-million parameter model fine-tuned specifically for agentic tool use and structural reliability. 
+*   **Base Model:** `Qwen/Qwen2.5-Coder-0.5B-Instruct`
+*   **Dataset:** smirki/Agentic-Coding-Tessa
+*   **Use Case:** Local Python toolkits, fast API routing, and strictly typed outputs.
+
+### **Nero-0.5B-GGUF**
+The quantized versions of Nero for immediate deployment on CPU or low-VRAM environments.
+*   **Formats:** `Q8_0` (Maximum accuracy), `Q4_K_M` (Maximum speed)
+*   **Framework:** Ready for `llama.cpp` and LM Studio.
+
+---
+
+## 🛠️ Usage Guidelines
+
+Neuronic models are heavily biased toward action over conversation. For optimal performance:
+1.  **Use ChatML formatting.**
+2.  **Define tools explicitly** in your system prompt.
+3.  **Keep temperatures low** (`0.1 - 0.3`) to prevent structural hallucinations during complex JSON generation.
+
+---
+
+## 🔗 Links & Resources
+
+*   [GitHub] *(Coming Soon)*
+*   [Documentation] *(Coming Soon)*
+*   [Community Discord](#) *(Coming Soon)*
+
+> *"Precision over parameters."*