๐ฆReddit r/LocalLLaMAโขRecentcollected in 5h
llama.cpp Hot Expert Cache Speeds MoE 27%
๐ก27% faster MoE tokens on single 4090 via llama.cpp expert cache
โก 30-Second TL;DR
What Changed
Dynamic cache tracks hot experts every N tokens
Why It Matters
Unlocks faster single-GPU MoE inference for consumer hardware, bridging gap to unified memory systems. Critical for local deployment of massive models like Qwen3.5-122B.
What To Do Next
Clone github.com/ParmesanParty/llama.cpp and benchmark hot expert cache on your MoE model.
Who should care:Developers & AI Engineers
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Original source: Reddit r/LocalLLaMA โ