Author

Shi-Ning Zhang

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Preprint Sep 2026

VC-Attention: Value Smoothing and Softmax Casting for Low-bit Attention

VC-Attention is proposed, a training-free low-bit attention framework that addresses diffusion Transformers and quantization scale by pairing Value smoothing with a fused probability Cast, and improves fidelity over low-bit baselines.

Xing-Yang Li, Dong-Yun Zou, Shi-Ning Zhang et al. · 1 citation · ⚡1