← AI Hashrate 中文

Can MacBook Neo A18 Pro 8GB run Kimi-K2.7-Code?

Apple · 8 GB LPDDR5X · 60 GB/s bandwidth · Moonshot · 1030.0B (active 32.0B) · MoE · model ctx up to 256K

❌ No — Kimi-K2.7-Code Q4 needs 584.47 GB, card only has 8 GB
VRAM: 584.47 GB needed of 8 GB
FF · No FitComposite score: VRAM headroom × 0.5 + tok/s speed × 0.5. Q4 @ 8K context.
METAL
Your GPU won't fit Kimi-K2.7-Code, but runs these similar models: Qwen3-4B-Thinking-2507, Nanbeige4.2-3Bor☁️ Rent on RunPod from ~$0.50/hr
Estimates from memory-bandwidth formula; rows marked "measured" override. Methodology.

Fit & speed by quant and context

QuantContextVRAM neededFits?tok/s (decode)
Q44K584.47 GBNo—
Q48K default591.14 GBNo—
Q432K631.18 GBNo—
FP164K2067.67 GBNo—
FP168K default2074.34 GBNo—
FP1632K2114.38 GBNo—

Fits = weights + KV(ctx) + 0.5 GB overhead ≤ 95% of VRAM. Measured anchors are context-agnostic; the fit verdict is recomputed per context. A missing tok/s means the model is far beyond this card (offload-only territory).

VRAM breakdown at 8K context

QuantWeightsKV cacheOverheadTotal neededMacBook Neo A18 Pro 8GB VRAM
Q4576.8 GB13.34 GB0.5 GB591.14 GB8 GB
FP162060.0 GB13.34 GB0.5 GB2074.34 GB8 GB

Other GPUs that run Kimi-K2.7-Code

No catalog GPU fully fits Kimi-K2.7-Code at Q4/8K — see the model page for offload estimates. model page

All GPUs for Kimi-K2.7-Code →

Other models for the MacBook Neo A18 Pro 8GB

All models on the MacBook Neo A18 Pro 8GB →