Issue 2026-11-01 · Industry · 应用 · 研究
64GB no longer a dead zone for local AI agents
A user reports running Qwen3 27B for agentic coding on a 64GB M4 Max, using about 48GB at 256k context. A 93% prompt cache hit rate means each turn processes only ~1k new tokens instead of 160k, avoiding a 20-minute prefill. With agents, context costs as much as weights, making 64GB a sweet spot.
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