πŸš€ 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.
  • πŸ—οΈ 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.
  • πŸ›‘οΈ Robustness: Strict Type Hinting, professional Docstrings, and defensive error handling.

πŸ’» 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:
    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."
    
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