The Kimi K3 Home Kit — What It Actually Takes to Run the Strongest Open Model Yourself

The companion to the video. Kimi K3 — 2.78 trillion parameters, the strongest open-weights model ever released — is a free download, and almost nobody can run it. This kit is the honest, copy-paste path to trying anyway. INSIDE: (1) ALL SIX UNSLOTH DYNAMIC QUANTS — sizes verified byte-for-byte against the Hugging Face repo (1-bit UD-IQ1_S at 594 GB / 78.9% accuracy up to lossless Q8 at 1.56 TB), with the RAM+VRAM rule that decides which one you can actually use. (2) THE HARDWARE MATH, NO WISHFUL THINKING — what real machines bring to the 610 GB line (today's biggest Mac Studio: 256 GB; the 512 GB option Apple pulled in March 2026; the B200 and used-server routes that genuinely clear it). (3) PATH A: UNSLOTH STUDIO — the two-command install that detects your hardware and tells you if a model fits BEFORE a 600 GB download. (4) PATH B: LLAMA.CPP — the full four-step build straight from Unsloth's docs, including the PR-48 vision branch, the Mac/Metal flag, the mmproj vision file everyone forgets, and Moonshot's official run settings. (5) THE DECISION TABLE — the tested best local model at every memory tier from 8 GB to 610+ GB, from our own 7-model head-to-head battery, plus the disk-offload escape hatch for proving a frontier model runs on your metal. All numbers verified July 30, 2026 from primary sources. Independent kit from Hyperautomation Labs — not affiliated with Moonshot AI or Unsloth.

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