FPQVAR: Floating Point Quantization for Visual Autoregressive Model with FPGA Hardware Co-design

Renjie Wei, Songqiang Xu, Qingyu Guo +1

Visual autoregressive (VAR) modeling has marked a paradigm shift in image generation from next-token prediction to next-scale prediction. VAR predicts a set of tokens at each step…