DSpark can make decoding faster, but acceptance quality still determines how much speed the system actually realizes.
NVIDIA diffusion language model Nemotron TwoTower achieves 2.42x LLM inference throughput without a full retraining run, ...
Any engineer currently running Eagle3 or a multi-token-prediction setup to speed up their LLM inference now has a compelling reason to look at the alternative NVIDIA's research team published Tuesday.
description [ICLR2026][LLM Safety][Automatic Red-Teaming] Auto-RT models the discovery of "jailbreak vulnerabilities in LLMs" as a sequential decision problem, utilizing Reinforcement Learning to ...
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