Bad to Improved Prompt Model
Fine-tuned Llama workflow for upgrading weak image prompts
Overview
Fine-tuned Llama model that rewrites weak image generation prompts into detailed, high-quality ones.
Problem
Image quality often depends more on prompt quality than people expect, yet many users do not know how to expand a vague idea into a precise prompt that a model can use well.
Solution
I fine-tuned a Llama-based system to transform rough prompts into stronger, more descriptive prompt candidates for image generation workflows.
Impact
This reduces prompt-engineering friction and demonstrates a focused LLM use case with clear before-and-after value.
Stack
Built with a practical stack
The stack was chosen around the practical shape of the build: what needed to run in production, what needed to stay readable, and what made iteration faster.