README.md

---
library_name: transformers
tags:
- unsloth
- azure
- terraform
- bicep
- infrastructure-as-code
base_model: unsloth/Qwen2.5-Coder-7B-Instruct-bnb-4bit
---

# InfraGenie-Azure-Expert

InfraGenie is a specialized AI assistant fine-tuned for Azure Infrastructure management. It is designed to assist DevOps engineers and Architects in generating and reasoning about Cloud Infrastructure.

## Model Details
- **Developed by:** HarshG05
- **Model type:** Causal Language Model (Fine-tuned Qwen2.5-Coder-7B)
- **Language(s):** English, Terraform, Bicep, ARM
- **Finetuned from model:** unsloth/Qwen2.5-Coder-7B-Instruct-bnb-4bit

## Uses
- **Direct Use:** Generating Terraform modules and Bicep templates for Azure.
- **Routing Logic:** Automatically routes simple tasks to Bicep and complex infrastructure patterns to Terraform.

## Training Details
- **Framework:** Unsloth & QLoRA (4-bit quantization)
- **Hardware:** Tesla T4 GPU (Google Colab)
- **Data Sources:** Microsoft Learn, Terraform Registry, Azure Architecture Center

## How to Get Started
1. Download the GGUF file.
2. Create a Modelfile with the following system prompt:
   `SYSTEM "You are an Azure Infrastructure expert. Route simple requests to Bicep and complex ones to Terraform."`
3. Run via Ollama: `ollama create infragenie -f Modelfile`