Ternary virtual machines and compilers produce bytecode that can benefit from the same class of optimizations as traditional compilers — dead code removal, constant propagation, peephole patterns — ...

I still think this is surreal. Faktorial.ai is currently doing optimization work on JsEngine. Two things it has been working on recently is 1) a bytecode VM, 2) tail-call optimization. Today I woke up ...

Abstract: Reliability optimization aims at maximizing system reliability and related metrics, while minimizing the cost allocated to maximize the reliability and respecting other design constraints ...

Abstract: Recently, bilevel optimization (BLO) has taken center stage in some very exciting developments in the area of signal processing (SP) and machine learning (ML). Roughly speaking, BLO is a ...

Given the various inquiries about SimPO, we provide a list of tips to help you reproduce our paper results and achieve better outcomes for running SimPO on your own tasks. Our released Llama3 models ...