Artem Chumachenko

According to our database, Artem Chumachenko authored at least 7 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Mashup Learning: Faster Finetuning by Remixing Past Checkpoints.

Sofia Maria Lo Cicero Vaina, Artem Chumachenko, Max Ryabinin

CoRR, March, 2026

2025

Quantifying Knowledge Production Efficiency with Thermodynamics: A Data-Driven Study of Scientific Concepts.

Artem Chumachenko, Brett Buttliere

Entropy, 2025

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

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Petals: Collaborative Inference and Fine-tuning of Large Models.

Alexander Borzunov, Dmitry Baranchuk, Tim Dettmers, Maksim Riabinin, Younes Belkada, Artem Chumachenko, Pavel Samygin, Colin Raffel

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations), 2023

2022

Dynamical entropic analysis of scientific concepts.

Artem Chumachenko, Boris G. Kreminskyi, Iurii L. Mosenkis, Alexander I. Yakimenko

J. Inf. Sci., 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

CoRR, 2022

2020

Dynamics of topic formation and quantitative analysis of hot trends in physical science.

Artem Chumachenko, Boris G. Kreminskyi, Iurii L. Mosenkis, Alexander I. Yakimenko

Scientometrics, 2020