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NVIDIA Research

别名:nvidia

英伟达研究部门,专注于GPU、AI和深度学习技术研发。

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Long video generation is a systems problem.

Introducing LongLive-2.0 from NVIDIA Research: an end-t...

NVIDIA Research releases LongLive-2.0 system that adopts end-to-end NVFP4 training and inference architecture to solve long video generation problems, eliminating model deployment gaps through unified training-inference precision alignment while improving speed and memory efficiency.

入选理由:LongLive-2.0采用NVFP4低精度训练推理架构

FeaturedTweet#NVIDIA#Video Generation#Low Precision Computing#AI Systems英文
RL post-training is hitting a rollout bottleneck. 

This new paper from #NVIDIAResearch shows how sp...

NVIDIA 研究提出将 speculative decoding 引入 NeMo-RL + vLLM 架构,实现 RL 后训练 rollout 阶段无损加速:8B 模型吞吐提升 1.8 倍,235B 模型端到端预计提速 2.5 倍。

入选理由:RLHF/RLAIF 后训练的 rollout 阶段已成为性能瓶颈

FeaturedTweet#RLHF#speculative decoding#vLLM#NeMo-RL#NVIDIA中英混合

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