Botovodov/llm-engineering-lab

LLM Engineering Lab

An interactive lab where I build and explain the mechanisms behind LLM applications — one module at a time. Each module is a small, hands-on demo with the why under the hood.

Modules

• —🌡️ Temperature & Sampling (live) — one prompt at temperature 0 / 0.7 / 1.2 side by side, with a diversity metric and a custom-temperature slider. Under the hood: temperature scales the logits before softmax — low = sharp (pick the favorite), high = flat (outsiders get a chance).
• —(more modules added as the lab grows: output control, reasoning strategies, structured output, evaluation, …)

Companion write-ups and code live in my LLM Engineering Lab repo.

Note: the public demo shares a free API key on a small daily request quota; if it's exhausted you'll see a rate-limit message rather than a crash.