Unverified50% confidenceOpinionExact time
Temperature scheduling strategies and discretization error are the engineering difficulties of differentiable logic gates.
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50%
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Long-term
Relevance
11/3/2026
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UnverifiedTemperature=0（贪心采样）也不能保证模型输出的确定性，至少有三个原因：浮点运算非结合性、MoE路由不确定性、服务端配置漂移76% similarUnverified模拟计算天然受到噪声、温度漂移和器件失配影响，难以达到数字计算的确定性精度76% similarUnverifiedSimply increasing the temperature parameter carries the risk of logical incoherence and factual errors.75% similarVerifiedThe non-determinism of large language models stems from their autoregressive sampling process; even with temperature set to 0, differences in inference frameworks, batch sizes, and hardware floating-point operations can all cause output drift.75% similarVerifiedEven when the temperature is set to 0, some inference frameworks still have non-determinism in underlying floating-point computations, causing output differences across hardware and across batches.73% similar
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