ForgeWM: Progressive Causal Training for Few-Step Action-Conditioned Video World Models

Xinye Li, Lingshuai Lin, Lei Wang +8

Action-conditioned video world models require low-latency causal generation and reliable responses to game-native controls. Although causal distillation enables one- or few-step vi…