Articles by Alexander Borzunov | Synthical

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7

GPT-4o System Card

25 October 2024 by Openai and others

Computation and Language, Artificial Intelligence

Distributed Inference and Fine-tuning of Large Language Models Over The Internet

13 December 2023 by Alexander Borzunov and others

Machine Learning, Distributed, Parallel, and Cluster Computing

SWARM Parallelism: Training Large Models Can Be Surprisingly Communication-Efficient

29 June 2023 by Max Ryabinin and others

Distributed, Parallel, and Cluster Computing, Machine Learning

SpQR: A Sparse-Quantized Representation for Near-Lossless LLM Weight Compression

5 June 2023 by Tim Dettmers and others at

Higher School of Economics

Computation and Language, Machine Learning

Petals: Collaborative Inference and Fine-tuning of Large Models

2 March 2023 by Alexander Borzunov and others at

Higher School of Economics

Machine Learning, Distributed, Parallel, and Cluster Computing

Training Transformers Together

7 July 2022 by Alexander Borzunov and others

Machine Learning, Distributed, Parallel, and Cluster Computing

Distributed Deep Learning in Open Collaborations

8 November 2021 by Michael Diskin and others

Machine Learning, Distributed, Parallel, and Cluster Computing

Secure Distributed Training at Scale

7 October 2021 by Eduard Gorbunov and others

Machine Learning, Distributed, Parallel, and Cluster Computing

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Machine Learning Distributed, Parallel, and Cluster Computing Computation and Language Optimization and Control