A structured framework for evaluating local LLMs using Ollama.
designing-gemma provides a standardized methodology for running reproducible experiments on open-source models, focusing on measurable performance and alignment.
Understanding the context: The rise of open models like Gemma 4, the motivation behind community benchmarking (e.g., Dev.to contests), and the need for reproducible evaluation pipelines.
The core methodology: Structuring experiments with clear run/review cycles, defining evaluation metrics, and establishing voice systems for consistent, objective reporting.
The execution layer: A browser interface where users can access and manage structured experiment runs, results, and comparative analyses.
Experiment browser coming soon