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Can Apple M4 Pro run Mistralai Mistral Large Instruct 2411?

Mistralai Mistral Large Instruct 2411 speed on Apple M4 Pro and quantization-level VRAM fit.

Runs Q464GB VRAM availableRequires 62GB+

Apple M4 Pro meets the minimum VRAM requirement for Q4 inference of Mistralai Mistral Large Instruct 2411. Review the quantization breakdown below to see how higher precision settings impact VRAM and throughput.

Buy options for Apple M4 ProBest GPU guidesCompare prebuilt systems
Short answer: Apple M4 Pro can run Mistralai Mistral Large Instruct 2411 at Q4 with an estimated 7 tok/s.
Estimated speed
7 tok/s
VRAM needed
62GB
VRAM headroom
+2GB

What this means for you

Apple M4 Pro can run Mistralai Mistral Large Instruct 2411 with Q4 quantization. At approximately 7 tokens/second, you can expect Low speed - consider quantization or stronger GPU.

VRAM usage will be very close to your GPU's limit. Consider closing other applications or using Q3 quantization for more margin.

Quantization breakdown

QuantizationVRAM neededVRAM availableEstimated speedVerdict
Q462GB64GB7.32 tok/s✅ Fits comfortably
Q8123GB64GB5.13 tok/s❌ Not recommended
FP16246GB64GB2.78 tok/s❌ Not recommended

Suitable alternatives

AMD Instinct MI300X
192GB
152.65 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check Mistralai Mistral Large Instruct 2411 on AMD Instinct MI300X
NVIDIA H200 SXM 141GB
141GB
137.85 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check Mistralai Mistral Large Instruct 2411 on NVIDIA H200 SXM 141GB
NVIDIA H100 SXM5 80GB
80GB
99.01 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check Mistralai Mistral Large Instruct 2411 on NVIDIA H100 SXM5 80GB
AMD Instinct MI250X
128GB
95.51 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check Mistralai Mistral Large Instruct 2411 on AMD Instinct MI250X
NVIDIA H100 PCIe 80GB
80GB
62.85 tok/s
Price: —
Fit note: higher estimated speed than the baseline option.
Check Mistralai Mistral Large Instruct 2411 on NVIDIA H100 PCIe 80GB

GPU buying guides

Need a GPU with 62GB+ VRAM? These guides match your requirements.

Best GPU for 70B Models
High-VRAM options for the largest open models.
Read guide →
Best GPU for Deep Learning
Professional GPUs for training and inference at scale.
Read guide →

Compare purchase paths

Direct GPU buy options

Check current pricing links for Apple M4 Pro and similar cards.

Open Apple M4 Pro buy links →
Curated best GPU guides

Use workload-focused recommendations before committing to a purchase.

Browse best GPU guides →
Prebuilt AI systems

Compare complete systems if you want ready-to-run hardware.

Compare prebuilt systems →

Try before you buy

Rent cloud GPUs by the hour — no upfront hardware cost.

Vast.aiFrom $0.20/hr · Pay as you goRent GPU →RunPodFrom $0.30/hr · Secure cloudRent GPU →Lambda LabsFrom $0.50/hr · Enterprise-gradeRent GPU →

More questions

Apple M4 Pro buy options & pricingFull guide for Mistralai Mistral Large Instruct 2411Best GPU guides for this modelCompare prebuilt local AI systemsBrowse all model + GPU compatibility checksMistralai Mistral Large Instruct 2411 Q4 requirementsMistralai Mistral Large Instruct 2411 Q4_K_M requirementsCan AMD Instinct MI300X run Mistralai Mistral Large Instruct 2411?Can NVIDIA H200 SXM 141GB run Mistralai Mistral Large Instruct 2411?Can NVIDIA H100 SXM5 80GB run Mistralai Mistral Large Instruct 2411?

Compatibility FAQ

Can Apple M4 Pro run Mistralai Mistral Large Instruct 2411?

Apple M4 Pro can run Mistralai Mistral Large Instruct 2411 at Q4 with an estimated 7 tok/s.

How much VRAM is needed for Mistralai Mistral Large Instruct 2411 on Apple M4 Pro?

Q4 inference is estimated to need about 62GB VRAM on this page, while Apple M4 Pro has 64GB available.

What if Apple M4 Pro is not enough for Mistralai Mistral Large Instruct 2411?

If you need more speed or context headroom, compare alternative GPUs below and check higher-tier VRAM options.