Spector, Benjamin Frederick

5 publications

ICLR 2025 LoLCATs: On Low-Rank Linearizing of Large Language Models Michael Zhang, Simran Arora, Rahul Chalamala, Benjamin Frederick Spector, Alan Wu, Krithik Ramesh, Aaryan Singhal, Christopher Re

ICLR 2025 Scaling Laws for Precision Tanishq Kumar, Zachary Ankner, Benjamin Frederick Spector, Blake Bordelon, Niklas Muennighoff, Mansheej Paul, Cengiz Pehlevan, Christopher Re, Aditi Raghunathan

ICLR 2025 ThunderKittens: Simple, Fast, and $\textit{Adorable}$ Kernels Benjamin Frederick Spector, Simran Arora, Aaryan Singhal, Arjun Parthasarathy, Daniel Y Fu, Christopher Re

ICMLW 2024 Low-Rank Linearization of Large Language Models Michael Zhang, Aaryan Singhal, Benjamin Frederick Spector, Simran Arora, Christopher Re

ICMLW 2023 Accelerating LLM Inference with Staged Speculative Decoding Benjamin Frederick Spector, Christopher Re