SeedLM: Compressing LLM Weights into Seeds of Pseudo-Random Generators

Rasoul Shafipour, David Harrison, Maxwell Horton, Jeffrey Marker, Houman Bedayat +4 more
2/12/2026

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@article{shafipour2026seedlm,
  title  = {SeedLM: Compressing LLM Weights into Seeds of Pseudo-Random Generators},
  author = {Rasoul Shafipour and David Harrison and Maxwell Horton and Jeffrey Marker and Houman Bedayat and Sachin Mehta and Mohammad Rastegari and Mahyar Najibi and Saman Naderiparizi},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:b2a3c183f29f2f0b406791a650962691a12ab891},
  journal = {ICLR 2025 2025}
}

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