Ruslan Svirschevski

According to our database, Ruslan Svirschevski authored at least 4 papers in 2024.

Collaborative distances:

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

2024

Accurate Compression of Text-to-Image Diffusion Models via Vector Quantization.

Vage Egiazarian, Denis Kuznedelev, Anton Voronov, Ruslan Svirschevski, Michael Goin, Daniil Pavlov, Dan Alistarh, Dmitry Baranchuk

CoRR, 2024

SpecExec: Massively Parallel Speculative Decoding for Interactive LLM Inference on Consumer Devices.

Ruslan Svirschevski, Avner May, Zhuoming Chen, Beidi Chen, Zhihao Jia, Max Ryabinin

CoRR, 2024

Sequoia: Scalable, Robust, and Hardware-aware Speculative Decoding.

Zhuoming Chen, Avner May, Ruslan Svirschevski, Yuhsun Huang, Max Ryabinin, Zhihao Jia, Beidi Chen

CoRR, 2024

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

Tim Dettmers, Ruslan Svirschevski, Vage Egiazarian, Denis Kuznedelev, Elias Frantar, Saleh Ashkboos, Alexander Borzunov, Torsten Hoefler, Dan Alistarh

Proceedings of the Twelfth International Conference on Learning Representations, 2024