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TOOL · CL_294555 · Oct 12 · 04:00

New sampling methods improve LLM fine-tuning with heavy-tailed noise

Researchers have developed three new methods for stochastic gradient Langevin Monte Carlo (SG-LMC) sampling, designed to handle state-dependent heavy-tailed noise. These methods, R-LMC, A-LMC, and RA-LMC, relax common a…