Morpheus combines Morfessor boundary supervision with skip-gram, root-contrastive, and masked-LM objectives; a differentiable Poisson–binomial segmentation lets one forward pass yield both the tokens and the embedding (7.4M parameters). Model: lonewolflab/Morpheus-TR-50K · Code: GitHub · Paper: arXiv:2606.18717