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Can MacBook Neo A18 Pro 8GB run Solar Open 2?

Apple · 8 GB LPDDR5X · 60 GB/s bandwidth · Upstage · 250.0B (active 15.0B) · MoE · model ctx up to 1024K

❌ No — Solar Open 2 Q4 needs 138.69 GB, card only has 8 GB
VRAM: 138.69 GB needed of 8 GB
FF · No FitComposite score: VRAM headroom × 0.5 + tok/s speed × 0.5. Q4 @ 8K context.
METAL
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Estimates from memory-bandwidth formula; rows marked "measured" override. Methodology.

Fit & speed by quant and context

QuantContextVRAM neededFits?tok/s (decode)
Q44K138.69 GBNo
Q48K default138.88 GBNo
Q432K140.0 GBNo
FP164K501.19 GBNo
FP168K default501.38 GBNo
FP1632K502.5 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
Q4137.5 GB0.38 GB0.5 GB138.88 GB8 GB
FP16500.0 GB0.38 GB0.5 GB501.38 GB8 GB

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