ML Anthology

Chumachenko, Artem

3 publications

ICLR 2026 Trion: FFT-Based Dynamic Subspace Selection for Low-Rank Adaptive Optimization of LLMs Ionut-Vlad Modoranu, Mher Safaryan, Erik Schultheis, Max Ryabinin, Artem Chumachenko, Dan Alistarh
NeurIPS 2023 Distributed Inference and Fine-Tuning of Large Language Models over the Internet Alexander Borzunov, Max Ryabinin, Artem Chumachenko, Dmitry Baranchuk, Tim Dettmers, Younes Belkada, Pavel Samygin, Colin A Raffel
NeurIPSW 2022 Petals: Collaborative Inference and Fine-Tuning of Large Models Alexander Borzunov, Dmitry Baranchuk, Tim Dettmers, Max Ryabinin, Younes Belkada, Artem Chumachenko, Pavel Samygin, Colin Raffel