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CALCULATED MAMILENS HARDWARE PROFILE

Best Local AI Models for an M3 Max Mac With 64GB Memory

Calculated local AI model fits for an Apple M3 Max Mac with 64GB unified memory.

QUICK ANSWER · CALCULATED, NOT MEASURED

Yes. A computer with 64GB RAM can run small local AI models. A safe first choice from the current MamiLens list is Qwen 2.5 14B. This is a memory-fit estimate, not a speed promise.

The device we checked

System RAM64 GB
GraphicsApple M3 Max unified GPU
WorkloadReasoning and maths
ContextAbout 32K

MamiLens keeps 8GB for the operating system and background work. That leaves a working model budget of about 56GB.

Best models to start with

#1 · Recommended to test

Qwen 2.5 14B

Qwen 2.5 14B is a curated dense profile for general, writing, coding workloads.

Calculated weights
9 GB
Estimated total RAM
50 GB
RAM left
14 GB
Expected path
Unified memory
Speed
15 to 29 tokens/s estimate
Evidence
Calculated estimate
ollama run qwen2.5:14bOpen evidence-labelled model profile →
#2 · Recommended to test

Qwen 3 14B

Qwen 3 14B is a curated dense profile for general, coding, reasoning workloads.

Calculated weights
9.3 GB
Estimated total RAM
51 GB
RAM left
13 GB
Expected path
Unified memory
Speed
15 to 28 tokens/s estimate
Evidence
Calculated estimate
ollama run qwen3:14bOpen evidence-labelled model profile →
#3 · Recommended to test

DeepSeek R1 14B

DeepSeek R1 14B is a curated dense profile for reasoning, math, coding workloads.

Calculated weights
9 GB
Estimated total RAM
50 GB
RAM left
14 GB
Expected path
Unified memory
Speed
15 to 29 tokens/s estimate
Evidence
Calculated estimate
ollama run deepseek-r1:14bOpen evidence-labelled model profile →
#4 · Recommended to test

Cogito v1 Preview 14B

A text assistant with an optional extended reasoning mode for writing, coding, mathematics and tools. Follow its published system instruction to enable reasoning.

Calculated weights
9 GB
Estimated total RAM
50 GB
RAM left
14 GB
Expected path
Unified memory
Speed
15 to 29 tokens/s estimate
Evidence
Calculated estimate
ollama run cogito:14bOpen evidence-labelled model profile →
#5 · Recommended to test

Phi-4 Reasoning 14B

A reasoning-focused Phi-4 variant for difficult math, science and coding tasks.

Calculated weights
11 GB
Estimated total RAM
53 GB
RAM left
11 GB
Expected path
Unified memory
Speed
12 to 24 tokens/s estimate
Evidence
Calculated estimate
ollama run phi4-reasoning:14bOpen evidence-labelled model profile →

Recommended inference engine

LM Studio or MLX LM

Both can use Apple unified memory. LM Studio is easier; MLX LM gives Apple-native control.

Unified memory helps model access, but chip generation still changes speed.

How accurate is this result?

This page uses the same calculator rules as the live MamiLens tool. It includes model weights, runtime overhead, operating-system reserve, context reserve and simultaneous-user cache when selected. A displayed speed range is calculated from published memory bandwidth. It is not a benchmark from this exact computer.

Start with the first model. Test a normal task, record response speed and watch memory use before using it for important work.

Other common hardware checks