#Inference-acceleration

thu-ml

SageAttention

[ICLR2025, ICML2025, NeurIPS2025 Spotlight] Quantized Attention achieves speedup of 2-5x compared to FlashAttention, without losing end-to-end metrics across language, image, and video models.

thu-ml

SpargeAttn

[ICML2025] SpargeAttention: A training-free sparse attention that accelerates any model inference.

autonomi-ai

nos

⚡️ A fast and flexible PyTorch inference server that runs locally, on any cloud or AI HW.