⚡ Softmax Calculator
Logits → Probabilities · with temperature scaling
Logits (comma separated)
e.g. 2.0, 1.0, 0.1
Temperature (τ)
low = sharp · high = flat
1.00
# classes
3
max logit
2.00
∑ exp
8.89
📐 Softmax (with temperature)
P(xᵢ) = exp( (xᵢ - max) / τ ) / Σⱼ exp( (xⱼ - max) / τ )
Subtract max for stability
Divide by temperature
Exponentiate & normalize
#
Raw logit
exp( (logit - max)/τ )
Probability
🔁 Real-time update · Numerical stability: subtract max logit before exponentiation.