LLMs are basically "deterministic" when using greedy sampling except for either MoE related shenanigans (what historically prevented determinism in ChatGPT) or due to floating point related issues (GPU related). In practice, LLMs are in fact basically "deterministic" except for the sampling/temperature stuff that we add at the very end.
