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Can MacBook Neo A18 Pro 8GB run Qwen3.6-35B-A3B?

Apple · 8 GB LPDDR5X · 60 GB/s bandwidth · Alibaba · 36.0B (active 3.0B) · MoE · model ctx up to 256K

❌ No — Qwen3.6-35B-A3B Q4 needs 21.24 GB, card only has 8 GB
VRAM: 21.24 GB needed of 8 GB
Speed: ~2.6 tok/s (estimated)
FF · No FitComposite score: VRAM headroom × 0.5 + tok/s speed × 0.5. Q4 @ 8K context.
METAL
Your GPU won't fit Qwen3.6-35B-A3B, but runs these similar models: Qwen2.5-7B-Instruct, gemma-4-E2B-itor☁️ 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)
Q44K21.24 GBNo2.6 ± est.
Q48K default21.32 GBNo2.6 ± est.
Q432K21.79 GBNo2.4 ± est.
FP164K73.08 GBNo
FP168K default73.16 GBNo
FP1632K73.62 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
Q420.16 GB0.16 GB0.5 GB21.32 GB8 GB
FP1672.0 GB0.16 GB0.5 GB73.16 GB8 GB

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