BatchParScale: Sparse Batch-Mixing for Sequence Models.

arXiv:2610.25254v1 Announce Type: cross Abstract: Recent test-time scaling methods improve model performance by increasing inference-time compute. One practical form of this is parallel scaling, where a model samples multiple independent reasoning streams and