Alexander Borzunov

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 14

Top Topics

Lossless Image Compression

Top Venues

Publications

Tim Dettmers, Ruslan Svirschevski, Vage Egiazarian, Denis Kuznedelev, Elias Frantar, Saleh Ashkboos, Alexander Borzunov, Torsten Hoefler, Dan Alistarh
SpQR: A Sparse-Quantized Representation for Near-Lossless LLM Weight Compression. ICLR (2024)
Tim Dettmers, Ruslan Svirschevski, Vage Egiazarian, Denis Kuznedelev, Elias Frantar, Saleh Ashkboos, Alexander Borzunov, Torsten Hoefler, Dan Alistarh
SpQR: A Sparse-Quantized Representation for Near-Lossless LLM Weight Compression. CoRR (2023)
Alexander Borzunov, Dmitry Baranchuk, Tim Dettmers, Maksim Riabinin, Younes Belkada, Artem Chumachenko, Pavel Samygin, Colin Raffel
Petals: Collaborative Inference and Fine-tuning of Large Models. ACL (demo) (2023)
Max Ryabinin, Tim Dettmers, Michael Diskin, Alexander Borzunov
SWARM Parallelism: Training Large Models Can Be Surprisingly Communication-Efficient. ICML (2023)
Max Ryabinin, Tim Dettmers, Michael Diskin, Alexander Borzunov
SWARM Parallelism: Training Large Models Can Be Surprisingly Communication-Efficient. CoRR (2023)
Alexander Borzunov, Max Ryabinin, Artem Chumachenko, Dmitry Baranchuk, Tim Dettmers, Younes Belkada, Pavel Samygin, Colin A. Raffel
Distributed Inference and Fine-tuning of Large Language Models Over The Internet. NeurIPS (2023)
Alexander Borzunov, Max Ryabinin, Artem Chumachenko, Dmitry Baranchuk, Tim Dettmers, Younes Belkada, Pavel Samygin, Colin Raffel
Distributed Inference and Fine-tuning of Large Language Models Over The Internet. CoRR (2023)
Eduard Gorbunov, Alexander Borzunov, Michael Diskin, Max Ryabinin
Secure Distributed Training at Scale. ICML (2022)
Alexander Borzunov, Dmitry Baranchuk, Tim Dettmers, Max Ryabinin, Younes Belkada, Artem Chumachenko, Pavel Samygin, Colin Raffel
Petals: Collaborative Inference and Fine-tuning of Large Models. CoRR (2022)
Alexander Borzunov, Max Ryabinin, Tim Dettmers, Quentin Lhoest, Lucile Saulnier, Michael Diskin, Yacine Jernite, Thomas Wolf
Training Transformers Together. CoRR (2022)
Michael Diskin, Alexey Bukhtiyarov, Max Ryabinin, Lucile Saulnier, Quentin Lhoest, Anton Sinitsin, Dmitriy Popov, Dmitry Pyrkin, Maxim Kashirin, Alexander Borzunov, Albert Villanova del Moral, Denis Mazur, Ilia Kobelev, Yacine Jernite, Thomas Wolf, Gennady Pekhimenko
Distributed Deep Learning in Open Collaborations. CoRR (2021)
Michael Diskin, Alexey Bukhtiyarov, Max Ryabinin, Lucile Saulnier, Quentin Lhoest, Anton Sinitsin, Dmitry Popov, Dmitry V. Pyrkin, Maxim Kashirin, Alexander Borzunov, Albert Villanova del Moral, Denis Mazur, Ilia Kobelev, Yacine Jernite, Thomas Wolf, Gennady Pekhimenko
Distributed Deep Learning In Open Collaborations. NeurIPS (2021)
Alexander Borzunov, Max Ryabinin, Tim Dettmers, Quentin Lhoest, Lucile Saulnier, Michael Diskin, Yacine Jernite, Thomas Wolf
Training Transformers Together. NeurIPS (Competition and Demos) (2021)
Eduard Gorbunov, Alexander Borzunov, Michael Diskin, Max Ryabinin
Secure Distributed Training at Scale. CoRR (2021)