← AI Hashrate 中文

Can MacBook Pro M1 Max 32GB run Mistral-Small-4-119B-2603?

Apple · 32 GB LPDDR5 · 400 GB/s bandwidth · Mistral · 119.0B (active 6.5B) · MoE · model ctx up to 256K

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

No — Mistral-Small-4-119B-2603 at Q4 needs ≈ 67.1 GB even at 4K context, beyond the MacBook Pro M1 Max 32GB's 32 GB LPDDR5. It would only run with heavy CPU/disk offload. Decode at Q4/8K: ≈ 24.9 tok/s (estimated, batch 1). FP16 needs ≈ 240.3 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: H100 80GB SXM5 See fit details →or☁️ Rent on RunPod from ~$0.50/hr

Fit & speed by quant and context

QuantContextVRAM neededFits?tok/s (decode)
Q44K67.1 GBNo25.4 ± est.
Q48K default67.75 GBNo24.9 ± est.
Q432K71.65 GBNo22.3 ± est.
FP164K239.65 GBNo
FP168K default240.3 GBNo
FP1632K244.2 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 32GB VRAM
Q465.45 GB1.3 GB1 GB67.75 GB32 GB
FP16238.0 GB1.3 GB1 GB240.3 GB32 GB

Other GPUs that run Mistral-Small-4-119B-2603

All GPUs for Mistral-Small-4-119B-2603 →

Other models for the MacBook Pro M1 Max 32GB

All models on the MacBook Pro M1 Max 32GB →