Tagged "blockchainnews"
3 articles tagged blockchainnews, 11 May 2026 to 28 June 2026. Newest first.
-
TriAttention Solves KV Cache Memory Bottleneck in Local LLM Inference
TriAttention presents a solution to the KV cache memory bottleneck that constrains local LLM inference speed and hardware requirements. This breakthrough addresses one of the most significant performance limitations in on-device language model deployment.
-
Ray Serve LLM Achieves 24x Performance Improvement in Distributed Inference
Ray Serve LLM has demonstrated significant performance enhancements in distributed inference scenarios, delivering up to 24x faster throughput for locally-hosted model serving.
-
DFlash Speculative Decoding Delivers 8.5x Speed Improvement for LLM Inference
A new speculative decoding technique achieves dramatic speedups in local LLM inference without sacrificing output quality. This optimization is particularly impactful for latency-sensitive applications and resource-constrained deployments.