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cs.CL2024
RESTOR: Knowledge Recovery in Machine Unlearning
Keivan Rezaei, Khyathi Chandu, Soheil Feizi +3
Large language models trained on web-scale corpora can memorize undesirable data containing misinformation, copyrighted material, or private or sensitive information. Recently, sev…
cs.CL2024
Endor: Hardware-Friendly Sparse Format for Offloaded LLM Inference
Donghyeon Joo, Ramyad Hadidi, Soheil Feizi +1
The increasing size of large language models (LLMs) challenges their usage on resource-constrained platforms. For example, memory on modern GPUs is insufficient to hold LLMs that a…