MERGE3 uses IRT-based estimators on a small evaluation subset to make evolutionary model merging 50x cheaper on a single consumer GPU while retaining competitive accuracy.
The first term is ≤ 0 (since ˆθ is a minimizer on ¯D), and the second term is ≤ ϵ
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.NE 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
MERGE$^3$: Efficient Evolutionary Merging on Consumer-grade GPUs
MERGE3 uses IRT-based estimators on a small evaluation subset to make evolutionary model merging 50x cheaper on a single consumer GPU while retaining competitive accuracy.