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Torsten Hoefler

29 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3
  • middle author9
  • last author16

Across the 28 of 29 papers where every author was matched, so the position is known.

fields
  • cs.DC11
  • cs.LG6
  • cs.PL2
  • cs.AR1
  • cs.CL1
  • cs.CR1
ORCID 0000-0002-1333-9797
same name
  • Torsten Hoefler — 2 papers
  • Torsten Hoefler — 1 paper
  • Torsten Hoefler — 1 paper
  • Torsten Hoefler — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20162025
most citedSpQR: A Sparse-Quantized Representation for Near-Lossless LLM Weight Compression

26 citations · 71 across the 29 of their papers we have counts for

collaborators
Showing cs.CLShow all

1 paper · 1 filter

cs.CL2023★ 26 cited

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

Tim Dettmers, Ruslan Svirschevski, Vage Egiazarian +6

Recent advances in large language model (LLM) pretraining have led to high-quality LLMs with impressive abilities. By compressing such LLMs via quantization to 3-4 bits per paramet…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.