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Can MacBook Pro M3 Max 128GB run Qwen3-Coder-480B-A35B-Instruct?

Apple · 128 GB LPDDR5 · 400 GB/s bandwidth · Alibaba · 480.2B (active 35B) · MoE · model ctx up to 256K

No — Qwen3-Coder-480B-A35B-Instruct at Q4 needs ≈ 268.61 GB even at 4K context, beyond the MacBook Pro M3 Max 128GB's 128 GB LPDDR5. It would only run with heavy CPU/disk offload. Decode at Q4/8K: ≈ 4.6 tok/s (estimated, batch 1). FP16 needs ≈ 968.4 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.

Fit & speed by quant and context

QuantContextVRAM neededFits?tok/s (decode)
Q44K268.61 GBNo4.7 est.
Q48K default272.11 GBNo4.6 est.
Q432K293.11 GBNo4.0 est.
FP164K964.9 GBNo
FP168K default968.4 GBNo
FP1632K989.4 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 M3 Max 128GB VRAM
Q4264.11 GB7.0 GB1 GB272.11 GB128 GB
FP16960.4 GB7.0 GB1 GB968.4 GB128 GB

Other GPUs that run Qwen3-Coder-480B-A35B-Instruct

No catalog GPU fully fits Qwen3-Coder-480B-A35B-Instruct at Q4/8K — see the model page for offload estimates.

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