Model card DevnexAI Updated

README.md

@@ -1,3 +1,46 @@
----
-license: llama3
----
+---
+license: llama3
+language:
+- en
+- code
+pipeline_tag: text-generation
+tags:
+- python
+- software-architecture
+- clean-code
+- senior-level
+- optimization
+- devnexai
+base_model: meta-llama/Meta-Llama-3-8B
+widget:
+- text: "Refactor this function to use a Decorator for logging execution time and memory usage:"
+- text: "Explain the difference between threading and asyncio in Python with a thread-safe Singleton example."
+---
+
+# 🚀 DevNexAI-v1-Pro: The Senior Python Architect
+
+**Model by [DevNexAi]** | *Part of the DevNexAI Ecosystem*
+
+> **"Stop generating Junior code. Start generating Architecture."**
+
+**DevNexAI-v1-Pro** is a specialized fine-tuned Large Language Model based on **Llama-3-8B**, engineered specifically for Senior Software Engineers, System Architects, and Tech Leads.
+
+Unlike generalist models that prioritize speed or generic scripting, this model has been rigorously trained on a curated dataset of **Senior-Level Python**, focusing on maintainability, performance, and enterprise-grade best practices.
+
+## 🧠 Senior-Level Capabilities
+This model doesn't just write code; it understands the engineering behind it.
+* **🐍 Idiomatic Python (Pythonic):** Expert usage of List Comprehensions, Generators, Context Managers, and Metaclasses.
+* **🏗️ Clean Architecture:** Strict application of SOLID principles, Design Patterns (Factory, Strategy, Observer), and Hexagonal Architecture concepts.
+* **⚡ Optimization & Concurrency:** Correct implementation of `asyncio`, `multiprocessing`, and efficient memory management.
+* **🛡️ Robustness:** Strict Type Hinting, professional Docstrings, and defensive error handling.
+
+## 💻 How to Use (Local Inference)
+
+The most efficient way to run this model locally while keeping your data private is using **Ollama** or **LM Studio**.
+
+### Option A: Ollama (Recommended)
+1. Download the `.gguf` file from this repository.
+2. Create a file named `Modelfile` with the following content:
+   ```dockerfile
+   FROM ./devnexai-v1-pro.Q4_K_M.gguf
+   SYSTEM "You are a Senior Software Architect. You write efficient, documented, and idiomatic Python code. You prefer clean architecture over quick hacks."