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DeepSeek R1 Distill Qwen 32B on Apple M4 Max (64GB Unified)

Apple M4 Max (64GB Unified) handles DeepSeek R1 Distill Qwen 32B well at 17 tok/s at Q4_K_M. A solid choice for this model.

Model Size

32.5B

Device VRAM

64 GB

Bandwidth

546 GB/s

Quantizations Tested

1

Performance by Quantization

Each row shows DeepSeek R1 Distill Qwen 32B performance at a different quality level on Apple M4 Max (64GB Unified).

QuantizationSpeedTTFTFits in VRAMRatingConfidence
Q4_K_M17 tok/s520ms✓ YesGoodestimated

Notes

Q4_K_M

Q4 fits in 64GB with headroom. Good reasoning quality on Mac.

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 M4 Max (64GB Unified)

Apple M4 Max (64GB Unified) has 64 GB at 546 GB/s. Available in MacBook Pro 16", Mac Studio.

See all models Apple M4 Max (64GB Unified) can run →

Source: MLX performance estimates (2026-03-01)

Data last updated: 2026-03-15