#Training‑free methods
Latest news articles tagged with "Training‑free methods". Follow the timeline of events, related topics, and entities.
Articles (2)
-
🇺🇸 ReplaceMe: Network Simplification via Depth Pruning and Transformer Block Linearization
[USA]
arXiv:2505.02819v4 Announce Type: replace-cross Abstract: We introduce ReplaceMe, a generalized training-free depth pruning method that effectively replaces transformer blocks with a linear operation...
Related: #Model compression, #Transformer architecture, #Depth pruning, #Performance retention -
🇺🇸 Beyond Learning: A Training-Free Alternative to Model Adaptation
[USA]
arXiv:2602.16189v1 Announce Type: cross Abstract: Despite the continuous research and evolution of language models, they sometimes underperform previous versions. Existing approaches to overcome thes...
Related: #Model adaptation, #Resource efficiency, #Local modules, #Language models