Activation-Aware Weight Tensorization: A Calibration-Time Preconditioner for Tensor-Network LLM Compression.

arXiv:2610.10085v1 Announce Type: cross Abstract: Post-training tensor-network compression replaces Transformer linear layers with Tensor Train (TT) or Tree Tensor Network (TTN) operators, but standard decompositions minimize weight-space Frobenius error rathe