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PV-Tuning: Beyond Straight-Through Estimation for Extreme LLM Compression.
Vladimir Malinovskii
Denis Mazur
Ivan Ilin
Denis Kuznedelev
Konstantin Burlachenko
Kai Yi
Dan Alistarh
Peter Richtárik
Published in:
CoRR (2024)
Keyphrases
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data compression
image compression
compression scheme
accurate estimation
compression algorithm
estimation algorithm
robust estimation
compression ratio
database
data sets
data structure
video sequences
parameter estimation
straight line
parametric models
rule selection