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Can MacBook Pro M1 Max 64GB run DeepSeek-V4-Pro?

Apple · 64 GB LPDDR5 · 400 GB/s bandwidth · DeepSeek · 861.6B (active 49B) · MoE · model ctx up to 1000K

FF · No FitComposite score: VRAM headroom × 0.5 + tok/s speed × 0.5. Q4 @ 8K context.
METAL

No — DeepSeek-V4-Pro at Q4 needs ≈ 475.49 GB even at 4K context, beyond the MacBook Pro M1 Max 64GB's 64 GB LPDDR5. It would only run with heavy CPU/disk offload. FP16 needs ≈ 1725.42 GB — does not fit on this card. Estimates come from memory-bandwidth math; rows tagged measured override estimates. Relative ranking is more reliable than absolute tok/s. Methodology.

Cheapest GPU that can: DGX Spark (GH200 480GB) See fit details →or☁️ Rent on RunPod from ~$0.50/hr

Fit & speed by quant and context

QuantContextVRAM neededFits?tok/s (decode)
Q44K475.49 GBNo
Q48K default476.11 GBNo
Q432K479.78 GBNo
FP164K1724.81 GBNo
FP168K default1725.42 GBNo
FP1632K1729.1 GBNo

Fits = weights + KV(ctx) + 1 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 Pro M1 Max 64GB VRAM
Q4473.88 GB1.23 GB1 GB476.11 GB64 GB
FP161723.2 GB1.23 GB1 GB1725.42 GB64 GB

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