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Local LLMs & Systems Engineering

Running small language models (SLMs) locally and at the edge: memory bandwidth constraints, KV cache compression, and hardware acceleration.

1 Field Note
💻Local LLMs & Systems Engineering
11 min readAdvanced

Multi-Token Prediction (MTP) & Speculative Decoding in Local LLM Inference

How breaking the single-token autoregressive bottleneck unlocks 2.5x speedups on edge hardware and local workstations.

#Local LLM#Inference#MTP
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