• CHEAP, a novel method for compressing protein sequence and structure latent space (ESMFold), achieves up to 128x channel and 8x length compression from sequence input alone
• Uses per-channel normalization, downsampling both the channel and length dimensions with linear projections and attention
• Explores both continuous and discrete compression, evaluated with TM-Score, RMSD, RMSPD, and sequence recovery accuracy