QuantWM: Temporally Consistent 2-Bit KV Cache Quantization for Video World Models.

arXiv:2609.26425v3 Announce Type: replace-cross Abstract: Video world models achieve long-range temporal consistency by storing KV cache during generation, but the growing cache makes KV cache memory a major deployment bottleneck, which motivates low-bit quant