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In typical practice, the temperature parameter T is commonly set between 3 and 10; after distillation training is complete, the student model reverts to the standard T=1 setting at inference time.
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9/21/2026
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UnverifiedIn knowledge distillation, the temperature coefficient T typically ranges from 3 to 20; the higher the temperature, the smoother the probability distribution.76% similarUnverified采样温度T=1时保持原始概率分布，T→0时输出趋于确定性，T>1时分布更平坦、输出更随机74% similarUnverifiedThe Softmax formula with temperature parameter T is P(xᵢ) = exp(zᵢ/T) / Σexp(zⱼ/T); when T→0 it degenerates to argmax, and when T→∞ it approaches a uniform distribution67% similarUnverifiedIn products aimed at general users such as ChatGPT, the default temperature is typically set between 0.7 and 1.0.67% similar
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