A Preliminary Study on the Promises and Challenges of Native Top-$k$ Sparse Attention

Documenti analoghi

• Ltri-LLM: Streaming Long Context Inference for LLMs with Training-Free Dynamic Triangular Attention Pattern
  di: Tang, Hongyin, et al.
  Pubblicazione: (2024)
• Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention
  di: Yuan, Jingyang, et al.
  Pubblicazione: (2025)
• NOSA: Native and Offloadable Sparse Attention
  di: Huang, Yuxiang, et al.
  Pubblicazione: (2025)
• Node Classification via Semantic-Structural Attention-Enhanced Graph Convolutional Networks
  di: Zhu, Hongyin
  Pubblicazione: (2024)
• Optimizing Native Sparse Attention with Latent Attention and Local Global Alternating Strategies
  di: Hu, Yuxuan, et al.
  Pubblicazione: (2025)