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Alexander Borzunov
Alexander Borzunov
OpenAI
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Title
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Cited by
Year
SpQR: A sparse-quantized representation for near-lossless llm weight compression
T Dettmers, R Svirschevski, V Egiazarian, D Kuznedelev, E Frantar, ...
arXiv preprint arXiv:2306.03078, 2023
572023
Distributed deep learning in open collaborations
M Diskin, A Bukhtiyarov, M Ryabinin, L Saulnier, A Sinitsin, D Popov, ...
Advances in Neural Information Processing Systems 34, 7879-7897, 2021
372021
Petals: Collaborative inference and fine-tuning of large models
A Borzunov, D Baranchuk, T Dettmers, M Ryabinin, Y Belkada, ...
arXiv preprint arXiv:2209.01188, 2022
282022
Secure distributed training at scale
E Gorbunov, A Borzunov, M Diskin, M Ryabinin
International Conference on Machine Learning, 7679-7739, 2022
132022
SWARM Parallelism: Training Large Models Can Be Surprisingly Communication-Efficient
M Ryabinin, T Dettmers, M Diskin, A Borzunov
arXiv preprint arXiv:2301.11913, 2023
102023
Training transformers together
A Borzunov, M Ryabinin, T Dettmers, Q Lhoest, L Saulnier, M Diskin, ...
NeurIPS 2021 Competitions and Demonstrations Track, 335-342, 2022
92022
Distributed Inference and Fine-tuning of Large Language Models Over The Internet
A Borzunov, M Ryabinin, A Chumachenko, D Baranchuk, T Dettmers, ...
Advances in Neural Information Processing Systems 36, 2024
22024
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