Can DeepSeek R1 Distill 14B run on MacBook Pro M4 Max 96GB?

YES — Runs Great

A71Great

Estimated from fit model

DeepSeek R1 Distill 14B needs ~22.7 GB VRAM. MacBook Pro M4 Max 96GB has 69.1 GB. With Q4_K_M quantization, expect ~38 tok/s.

Runtime: llama.cppCapacity: RoomyBandwidth: MediumStack: StandardBottleneck: Balanced

Operating mode

Choose the run profile you care about

Interactive favors responsiveness, while light API and scale-out lean harder on serving readiness. The fit stays the same, but the recommendation lens changes.

Current mode

Balanced

Balanced for general local use. Keeps the ranking neutral across personal and serving workflows.

Capabilities:

Select quantization to explore

Q4_K_M (Medium quality) — 22.7 GB, 38.3 tok/s, Runs well

22.7 GB required69.1 GB available

33% VRAM used

Fit status

Runs well

Decode

38.3 tok/s

TTFT

5057 ms

Safe context

33K

Memory

22.7 GB / 69.1 GB

Memory breakdown

Weights8.5 GB

KV Cache2.9 GB

Runtime0.9 GB

Headroom10.4 GB

See how fast it feels

See how fast it feelsDeepSeek R1 Distill 14B on MacBook Pro M4 Max 96GB
1st promptCold start — includes initialization
>Solve: If a train travels at 60 mph for 2.5 hours, how far does it go?
Let me work through this step by step.

Given information:
  - Speed = 60 mph (miles per hour)
  - Time  = 2.5 hours

Formula: Distance = Speed x Time

Calculation:
  Distance = 60 mph x 2.5 h
           = 150 miles

The train travels 150 miles.

Double-check: at 60 mph the train covers 60 miles each hour. In half an hour it covers 30 miles. So in 2.5 hours: 60 + 60 + 30 = 150 miles. Confirmed.
2nd promptWarm — model ready, no init overhead
>What if the train stops for 20 minutes halfway?
The stop doesn't change the total distance covered while moving, but it affects total trip time.

Breakdown:
  - First half: 1.25 hours at 60 mph = 75 miles
  - Stop: 20 minutes (no distance)
  - Second half: 1.25 hours at 60 mph = 75 miles

Total distance: 150 miles (same)
Total time: 2.5 h + 0.33 h = 2.83 hours
Average speed: 150 / 2.83 = 53 mph

The distance stays the same but average speed drops to 53 mph because of the stop.
Estimated: 38.3 tok/s decode · 5.1s TTFT (warm) · 96 tok/s prefill

What limits this setup

This setup is broadly balanced for this model.

Shared-memory contention still exists

The OS, browser, and inference runtime all compete for the same physical memory pool, so real-world headroom is less forgiving than raw capacity suggests.

Best improvement path

Performance by workload

Workload	Grade	Fit	Decode	TTFT	Context
Chat	A	Runs well	38.3 tok/s	2759 ms	33K
Coding	A	Runs well	38.3 tok/s	5057 ms	33K
Agentic Coding	A	Runs well	38.3 tok/s	7356 ms	33K
Reasoning	A	Runs well	38.3 tok/s	5977 ms	33K
RAG	A	Runs well	38.3 tok/s	9195 ms	33K

Quantization options

How DeepSeek R1 Distill 14B (14B params) fits at each quantization level on MacBook Pro M4 Max 96GB (69.1 GB usable).

Quant	Bits	VRAM	Quality	Fit
Q2_K	2	5.5 GB	Low	B65
Q3_K_S	3	6.9 GB	Low	B65
NVFP4	4	7.8 GB	Medium	B65
Q4_K_M	4	8.5 GB	Medium	B65
Q5_K_M	5	10.1 GB	High	B65
Q6_K	6	11.5 GB	High	B66
Q8_0	8	15.0 GB	Very High	B66
F16Best for your GPU	16	28.7 GB	Maximum	B69

Get started

Copy-paste commands to run DeepSeek R1 Distill 14B on your machine.

Run

ollama run deepseek-r1

Your hardware

More models your MacBook Pro M4 Max 96GB can run

Model	Params	Grade	Decode
Qwen3-Coder 30B A3B Instruct	30.5B	S	52 tok/s
Qwen 3.5 27B	27B	S	36.1 tok/s
Qwen 3.6 27B	27B	S	27.4 tok/s
Qwen 3.6 35B A3B	35B	S	43.7 tok/s
Qwen3-VL 30B A3B Instruct	30B	S	53.8 tok/s

Frequently asked questions

Can MacBook Pro M4 Max 96GB run DeepSeek R1 Distill 14B?

Yes, MacBook Pro M4 Max 96GB can run DeepSeek R1 Distill 14B with a A grade (Runs well). Expected decode speed: 38.3 tok/s.

How much VRAM does DeepSeek R1 Distill 14B need?

DeepSeek R1 Distill 14B (14B parameters) requires approximately 22.7 GB of memory with Q4_K_M quantization.

What is the best quantization for DeepSeek R1 Distill 14B?

The recommended quantization for DeepSeek R1 Distill 14B is Q4_K_M, which balances quality and memory efficiency.

What speed will DeepSeek R1 Distill 14B run at on MacBook Pro M4 Max 96GB?

On MacBook Pro M4 Max 96GB, DeepSeek R1 Distill 14B achieves approximately 38.3 tokens per second decode speed with a time-to-first-token of 5057ms using Q4_K_M quantization.

Can MacBook Pro M4 Max 96GB run DeepSeek R1 Distill 14B for coding?

For coding workloads, DeepSeek R1 Distill 14B on MacBook Pro M4 Max 96GB receives a A grade with 38.3 tok/s and 33K context.

What context window can DeepSeek R1 Distill 14B use on MacBook Pro M4 Max 96GB?

On MacBook Pro M4 Max 96GB, DeepSeek R1 Distill 14B can safely use up to 33K tokens of context. The model's official context limit is 33K, but available memory constrains the safe maximum.

Is unified memory on MacBook Pro M4 Max 96GB as fast as VRAM for DeepSeek R1 Distill 14B?

Not always. MacBook Pro M4 Max 96GB can often fit larger models thanks to unified memory, but a discrete GPU with dedicated high-bandwidth VRAM may still decode faster once the model fits. For this combination, the important distinction is capacity versus sustained throughput.

See all results for MacBook Pro M4 Max 96GB See all hardware for DeepSeek R1 Distill 14B

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