designing-gemma.app

Systematic LLM Evaluation

designing-gemma provides a reproducible, structured methodology to rigorously test and compare the performance of various local Large Language Models (LLMs) running through Ollama.

⚙️ Background & Context

This project originated from the Dev.to contest, providing a necessary structure for evaluating local models. With the rise of local deployment, standardized testing is critical.

The Goal: To provide a repeatable, objective way to benchmark performance against established criteria, leveraging the power of Gemma 4 models locally.

🔬 Experiment Design Philosophy

We structure experiments around defined run cycles and structured review processes. This ensures that evaluations are not arbitrary.

Key Components: A standardized prompt library, defined metrics (e.g., coherence, adherence), and a dedicated voice system for generating comprehensive capstone READMEs.

// Run -> Review -> Iterate

🌐 Experiment Browser

This panel will serve as the central hub for all executed and planned evaluations. It allows quick filtering and comparison of results.

Experiment browser coming soon

Visualize results, compare metrics (BLEU, ROUGE, etc.), and track model evolution across different benchmarks.