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Non-determinism in GPT-4 is caused by Sparse MoE

It’s well-known at this point that GPT-4/GPT-3.5-turbo is non-deterministic, even at temperature=0.0. This is an odd behavior if you’re used to dense decoder-only models, where temp=0 should imply greedy sampling which should imply full determinism, because the logits for the next token should be a pure function of…
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AI & Machine LearningSoftware Engineering2023

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Aug 4, 2023Non-determinism in GPT-4 is caused by Sparse MoE by 152334H397181

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