DeepSeek released DSpark on June 27, a speculative decoding framework that accelerates per-user generation speeds by 60% to 85% on its DeepSeek-V4 Flash model and 57% to 78% on the Pro variant. DSpark ...

Abstract: Large-scale battery energy storage systems (BESSs) are accelerating the clean energy transition and enhancing energy resilience. They require optimal power management (OPM) to minimize power ...

Current Diffusion Language Models (DLMs) have been studied at a smaller scale compared to their autoregressive (AR) counterparts and lack fair comparison on language modeling benchmarks. Additionally, ...

Abstract: The conventional geo-electromagnetic data inversions are mostly based on gradient optimization methods. However, this type of method can only provide a single “optimal” inverse model under ...

# Map indices to categorical values: {0:'a', 1:'b', 2:'c', 3:'d'} # Then map to s values: {'a':10, 'b':5, 'c':7.5, 'd':6} s_values = [10.0, 5.0, 7.5, 6.0 ...