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DeepSeek R1 Distill Qwen 32B on Apple M3 Pro (18GB Unified)

Apple M3 Pro (18GB Unified) cannot run DeepSeek R1 Distill Qwen 32B at any quantization level. The 18 GB of VRAM is insufficient.

Model Size

32.5B

Device VRAM

18 GB

Bandwidth

150 GB/s

Quantizations Tested

1

Performance by Quantization

Each row shows DeepSeek R1 Distill Qwen 32B performance at a different quality level on Apple M3 Pro (18GB Unified).

QuantizationSpeedTTFTFits in VRAMRatingConfidence
Q3_K_M✗ OffloadNot Viableestimated

Notes

Q3_K_M

32B exceeds 14GB effective. Doesn't fit.

About DeepSeek R1 Distill Qwen 32B

DeepSeek R1 Distill Qwen 32B (32.5B) is a reasoning, coding, chat model. Distilled reasoning model with strong coding and chat capabilities.

View all DeepSeek R1 Distill Qwen 32B hardware options →

About Apple M3 Pro (18GB Unified)

Apple M3 Pro (18GB Unified) has 18 GB at 150 GB/s. Available in MacBook Pro 14", MacBook Pro 16".

See all models Apple M3 Pro (18GB Unified) can run →

Source: MLX performance estimates (2026-03-15)

Data last updated: 2026-03-15