Ruslan Svirschevski

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 4

Top Topics

Massively Parallel

Main Idea Consists

Compression Ratio

Data 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)
Zhuoming Chen, Avner May, Ruslan Svirschevski, Yuhsun Huang, Max Ryabinin, Zhihao Jia, Beidi Chen
Sequoia: Scalable, Robust, and Hardware-aware Speculative Decoding. CoRR (2024)
Ruslan Svirschevski, Avner May, Zhuoming Chen, Beidi Chen, Zhihao Jia, Max Ryabinin
SpecExec: Massively Parallel Speculative Decoding for Interactive LLM Inference on Consumer Devices. CoRR (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)