Numerical Stability
Ensuring computed values don't overflow, underflow, or lose precision.
Ensuring computed values don't overflow, underflow, or lose precision. Online softmax is numerically more stable than naive blockwise softmax. Important for correctness in Ring Attention, especially with float16.