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2 articles found per "ollama"

Mac Studio M5 Ultra: practical 512GB guide - models that fit and GGUF setup

What actually fits in the 512GB Mac Studio M5 Ultra: the 4-bit rule for MoE (active vs total params), three GGUF setup paths (Ollama, LM Studio, llama.cpp), why the KV cache is the real bottleneck, and when the $9,999 pays back against APIs.

iaLocale TeamOctober 20, 2026

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vLLM: serving models fast

vLLM is the open-source engine that turns a local model into a concurrent server: PagedAttention, continuous batching, installation and the key concepts for choosing when to use it instead of Ollama.

iaLocale TeamSeptember 20, 2026