LLM Parameters Explained from a System Design Perspective

Most engineers treat LLM parameters like prompt-level tweaks — sliders you adjust until the output “looks good.” That approach works for demos.It fails the moment the AI system hits production. Parameters like temperature, top-k, top-p, max tokens, p...