A single differential-inclusion search over masks produces a whole family of pruned transformers at different sparsity levels from one pretrained model.
Problem complexity and method efficiency in optimization
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.LG 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
background 1representative citing papers
citing papers explorer
-
Adaptive Pruning of Pretrained Transformer via Differential Inclusions
A single differential-inclusion search over masks produces a whole family of pruned transformers at different sparsity levels from one pretrained model.