π 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.
π§ Senior-Level Capabilities
This model doesn't just write code; it understands the engineering behind it.
- π Idiomatic Python (Pythonic): Expert usage of List Comprehensions, Generators, Context Managers, and Metaclasses.
- ποΈ Clean Architecture: Strict application of SOLID principles, Design Patterns (Factory, Strategy, Observer), and Hexagonal Architecture concepts.
- β‘ Optimization & Concurrency: Correct implementation of
asyncio,multiprocessing, and efficient memory management. - π‘οΈ Robustness: Strict Type Hinting, professional Docstrings, and defensive error handling.
π» 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)
- Download the
.gguffile from this repository. - Create a file named
Modelfilewith 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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meta-llama/Meta-Llama-3-8B