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Andrei Panferov
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2020 – today
- 2024
- [c1]Vage Egiazarian, Andrei Panferov, Denis Kuznedelev, Elias Frantar, Artem Babenko, Dan Alistarh:
Extreme Compression of Large Language Models via Additive Quantization. ICML 2024 - [i4]Andrei Panferov, Yury Demidovich, Ahmad Rammal, Peter Richtárik:
Correlated Quantization for Faster Nonconvex Distributed Optimization. CoRR abs/2401.05518 (2024) - [i3]Vage Egiazarian, Andrei Panferov, Denis Kuznedelev, Elias Frantar, Artem Babenko, Dan Alistarh:
Extreme Compression of Large Language Models via Additive Quantization. CoRR abs/2401.06118 (2024) - [i2]Armand Nicolicioiu, Eugenia Iofinova, Eldar Kurtic, Mahdi Nikdan, Andrei Panferov, Ilia Markov, Nir Shavit, Dan Alistarh:
Panza: A Personalized Text Writing Assistant via Data Playback and Local Fine-Tuning. CoRR abs/2407.10994 (2024) - [i1]Vladimir Malinovskii, Andrei Panferov, Ivan Ilin, Han Guo, Peter Richtárik, Dan Alistarh:
Pushing the Limits of Large Language Model Quantization via the Linearity Theorem. CoRR abs/2411.17525 (2024)
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