Finds the maximum safe --max-model-len and --max-num-batched-tokens for a vLLM-served model on a fixed GPU, by climbing a doubling ladder one clean reboot at a time and recording the real KV-cache/concurrency signal from each boot rather than guessing. Use when asked to find max context, tune context length, or push a model to its context ceiling.
2026-06-30