What's newI used to recommend the M4 MacBook Pro as a cheaper alternative to the M5 model, but as of February 2026, it's no longer available in new condition at any third-party retailers. (The Apple Store discontinued it right when the M5 MacBook Pro came out.) As such, I've removed all mentions of it from this guide.
Lambert 还指出了一个技术层面很少被外界提及的问题：不同模型之间存在微妙的数据分布差异。
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If the A* calculation for a shortcut (in Step 3) finds it's now impassable, or if its actual detailed cost is significantly different (e.g., 20%) from the pre-calculated shortcut value:
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Single layers beat two layers at equivalent parameter budgets (for trained models)，这一点在夫子中也有详细论述
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