StateSMix: Online Lossless Compression via Mamba State Space Models and Sparse N-gram Context Mixing

Roberto Tacconelli

We present StateSMix, a fully self-contained lossless compressor that couples an online-trained Mamba-style State Space Model (SSM) with sparse n-gram context mixing and arithmetic…