LongLive-2.0: An NVFP4 Parallel Infrastructure for Long Video Generation
Fuente:
arXiv
Saved in:
| Main Authors: | Chen, Yukang, Wang, Luozhou, Huang, Wei, Yang, Shuai, Zhang, Bohan, Xiao, Yicheng, Chu, Ruihang, Mao, Weian, Hu, Qixin, Liu, Shaoteng, Zhao, Yuyang, Mao, Huizi, Chen, Ying-Cong, Xie, Enze, Qi, Xiaojuan, Han, Song |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
LongLive: Real-time Interactive Long Video Generation
by: Yang, Shuai, et al.
Published: (2025)
by: Yang, Shuai, et al.
Published: (2025)
Optimizing Long-context LLM Serving via Fine-grained Sequence Parallelism
by: Li, Cong, et al.
Published: (2025)
by: Li, Cong, et al.
Published: (2025)
TriAttention: Efficient Long Reasoning with Trigonometric KV Compression
by: Mao, Weian, et al.
Published: (2026)
by: Mao, Weian, et al.
Published: (2026)
LoongTrain: Efficient Training of Long-Sequence LLMs with Head-Context Parallelism
by: Gu, Diandian, et al.
Published: (2024)
by: Gu, Diandian, et al.
Published: (2024)
SPPO:Efficient Long-sequence LLM Training via Adaptive Sequence Pipeline Parallel Offloading
by: Chen, Qiaoling, et al.
Published: (2025)
by: Chen, Qiaoling, et al.
Published: (2025)
InternEvo: Efficient Long-sequence Large Language Model Training via Hybrid Parallelism and Redundant Sharding
by: Chen, Qiaoling, et al.
Published: (2024)
by: Chen, Qiaoling, et al.
Published: (2024)
SiPipe: Bridging the CPU-GPU Utilization Gap for Efficient Pipeline-Parallel LLM Inference
by: He, Yongchao, et al.
Published: (2025)
by: He, Yongchao, et al.
Published: (2025)
PipeLive: Efficient Live In-place Pipeline Parallelism Reconfiguration for Dynamic LLM Serving
by: Bai, Xu, et al.
Published: (2026)
by: Bai, Xu, et al.
Published: (2026)
SparseServe: Unlocking Parallelism for Dynamic Sparse Attention in Long-Context LLM Serving
by: Zhou, Qihui, et al.
Published: (2025)
by: Zhou, Qihui, et al.
Published: (2025)
HelixPipe: Efficient Distributed Training of Long Sequence Transformers with Attention Parallel Pipeline Parallelism
by: Zhang, Geng, et al.
Published: (2025)
by: Zhang, Geng, et al.
Published: (2025)
Literature Study on Operational Data Analytics Frameworks in Large-scale Computing Infrastructures
by: Suman, Shekhar, et al.
Published: (2026)
by: Suman, Shekhar, et al.
Published: (2026)
TawPipe: Topology-Aware Weight Pipeline Parallelism for Accelerating Long-Context Large Models Training
by: Wu, Houming, et al.
Published: (2025)
by: Wu, Houming, et al.
Published: (2025)
HL-DPoS: An Enhanced Anti-Long-Range Attack DPoS Algorithm
by: Li, Yang, et al.
Published: (2023)
by: Li, Yang, et al.
Published: (2023)
Communication-Efficient Serving for Video Diffusion Models with Latent Parallelism
by: Wu, Zhiyuan, et al.
Published: (2025)
by: Wu, Zhiyuan, et al.
Published: (2025)
AB-Sparse: Sparse Attention with Adaptive Block Size for Accurate and Efficient Long-Context Inference
by: Liu, Di, et al.
Published: (2026)
by: Liu, Di, et al.
Published: (2026)
Accelerating Long-Tail Generation in Synchronous RLHF Training via Adaptive Tensor Parallelism
by: Zhao, Long, et al.
Published: (2026)
by: Zhao, Long, et al.
Published: (2026)
DCP: Addressing Input Dynamism In Long-Context Training via Dynamic Context Parallelism
by: Jiang, Chenyu, et al.
Published: (2025)
by: Jiang, Chenyu, et al.
Published: (2025)
FastSet: Parallel Claim Settlement
by: Chen, Xiaohong, et al.
Published: (2025)
by: Chen, Xiaohong, et al.
Published: (2025)
Analysis and Optimized CXL-Attached Memory Allocation for Long-Context LLM Fine-Tuning
by: Liaw, Yong-Cheng, et al.
Published: (2025)
by: Liaw, Yong-Cheng, et al.
Published: (2025)
Man-Made Heuristics Are Dead. Long Live Code Generators!
by: Dwivedula, Rohit, et al.
Published: (2025)
by: Dwivedula, Rohit, et al.
Published: (2025)
InfiniPipe: Elastic Pipeline Parallelism for Efficient Variable-Length Long-Context LLM Training
by: Wang, Shiju, et al.
Published: (2025)
by: Wang, Shiju, et al.
Published: (2025)
LoongServe: Efficiently Serving Long-Context Large Language Models with Elastic Sequence Parallelism
by: Wu, Bingyang, et al.
Published: (2024)
by: Wu, Bingyang, et al.
Published: (2024)
AdaPtis: Reducing Pipeline Bubbles with Adaptive Pipeline Parallelism on Heterogeneous Models
by: Guo, Jihu, et al.
Published: (2025)
by: Guo, Jihu, et al.
Published: (2025)
RAFI -- A Ray/Work Forwarding Infrastructure for Data Parallel Multi-Node/Multi-GPU Computing
by: Wald, Ingo, et al.
Published: (2026)
by: Wald, Ingo, et al.
Published: (2026)
Matryoshka: Optimization of Dynamic Diverse Quantum Chemistry Systems via Elastic Parallelism Transformation
by: Wang, Tuowei, et al.
Published: (2024)
by: Wang, Tuowei, et al.
Published: (2024)
DGRO: Diameter-Guided Ring Optimization for Integrated Research Infrastructure Membership
by: Wu, Shixun, et al.
Published: (2024)
by: Wu, Shixun, et al.
Published: (2024)
ElasWave: An Elastic-Native System for Scalable Hybrid-Parallel Training
by: Kang, Xueze, et al.
Published: (2025)
by: Kang, Xueze, et al.
Published: (2025)
Model Parallelism on Distributed Infrastructure: A Literature Review from Theory to LLM Case-Studies
by: Brakel, Felix, et al.
Published: (2024)
by: Brakel, Felix, et al.
Published: (2024)
AutoSP: Unlocking Long-Context LLM Training Via Compiler-Based Sequence Parallelism
by: Gupta, Ahan, et al.
Published: (2026)
by: Gupta, Ahan, et al.
Published: (2026)
S-HPLB: Efficient LLM Attention Serving via Sparsity-Aware Head Parallelism Load Balance
by: Liu, Di, et al.
Published: (2026)
by: Liu, Di, et al.
Published: (2026)
Paradigm Shift in Infrastructure Inspection Technology: Leveraging High-performance Imaging and Advanced AI Analytics to Inspect Road Infrastructure
by: Wu, Du, et al.
Published: (2025)
by: Wu, Du, et al.
Published: (2025)
NanoCP: Request-Level Dynamic Context Parallelism for Data-Expert Parallel Decoding
by: Chen, Jiefei, et al.
Published: (2026)
by: Chen, Jiefei, et al.
Published: (2026)
Boosting Blockchain Throughput: Parallel EVM Execution with Asynchronous Storage for Reddio
by: Qi, Xiaodong, et al.
Published: (2025)
by: Qi, Xiaodong, et al.
Published: (2025)
A System for Microserving of LLMs
by: Jin, Hongyi, et al.
Published: (2024)
by: Jin, Hongyi, et al.
Published: (2024)
Balancing Pipeline Parallelism with Vocabulary Parallelism
by: Yeung, Man Tsung, et al.
Published: (2024)
by: Yeung, Man Tsung, et al.
Published: (2024)
AIBrix: Towards Scalable, Cost-Effective Large Language Model Inference Infrastructure
by: The AIBrix Team, et al.
Published: (2025)
by: The AIBrix Team, et al.
Published: (2025)
Resource-efficient Parallel Split Learning in Heterogeneous Edge Computing
by: Zhang, Mingjin, et al.
Published: (2024)
by: Zhang, Mingjin, et al.
Published: (2024)
Efficient Long Context Fine-tuning with Chunk Flow
by: Yuan, Xiulong, et al.
Published: (2025)
by: Yuan, Xiulong, et al.
Published: (2025)
Optimizing View Change for Byzantine Fault Tolerance in Parallel Consensus
by: Xie, Yifei, et al.
Published: (2026)
by: Xie, Yifei, et al.
Published: (2026)
HyperParallel: A Supernode-Affinity AI Framework
by: Zhang, Xin, et al.
Published: (2026)
by: Zhang, Xin, et al.
Published: (2026)
Similar Items
-
LongLive: Real-time Interactive Long Video Generation
by: Yang, Shuai, et al.
Published: (2025) -
Optimizing Long-context LLM Serving via Fine-grained Sequence Parallelism
by: Li, Cong, et al.
Published: (2025) -
TriAttention: Efficient Long Reasoning with Trigonometric KV Compression
by: Mao, Weian, et al.
Published: (2026) -
LoongTrain: Efficient Training of Long-Sequence LLMs with Head-Context Parallelism
by: Gu, Diandian, et al.
Published: (2024) -
SPPO:Efficient Long-sequence LLM Training via Adaptive Sequence Pipeline Parallel Offloading
by: Chen, Qiaoling, et al.
Published: (2025)