127 citations · 259 across the 15 of their papers we have counts for
Showing 2026Show all
2 papers · 1 filter
cs.LG2026
IrekoGPT: Turning Structured Pruning into Post-Hoc Slimmable LLMs
Pietro Moriello, Pietro Buzzega, Angelo Porrello +1
We introduce IrekoGPT, a post-hoc method for converting pretrained LLMs into slimmable models whose width can be adjusted at inference time. Building on SliceGPT, we retain its pro…
cs.AI2026
Dataless Weight Disentanglement in Task Arithmetic via Kronecker-Factored Approximate Curvature
Angelo Porrello, Pietro Buzzega, Felix Dangel +4
Task Arithmetic yields a modular, scalable way to adapt foundation models. Combining multiple task vectors, however, can lead to cross-task interference, causing representation dri…