Topic

LLM Serving

Running the model yourself — vLLM, batching, throughput and latency budgets, and the arithmetic behind the surprises.

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  • · LLM Serving · Evaluation & Monitoring · Regulation & Governance · 11 min

    Temperature zero is not deterministic

    Same prompt, same model, different answer. The mechanism behind non-determinism, the arithmetic that kills agent pilots, and what to do about it.