Can the Apple M3 Max (64GB) run Gemma 3 27B?

Apple M3 Max (64GB) × Gemma 3 27B8K context
YesRuns fully on the GPU
Memory at Q8_033.9 GB of 48 GB
Weights 29.1 GBKV cache 4.2 GBRuntime 0.6 GB
QuantQ8_0Near-lossless
Memory33.9 GBof 48 GB usable
Speed~8tokens per second
  1. FP16
  2. Q8_0
  3. Q6_K
  4. Q5_K_M
  5. Q4_K_M
  6. Q3_K_M
  7. Q2_K

Yes. The Apple M3 Max (64GB) can run Gemma 3 27B fully in unified memory at Q8_0 (near-lossless), using about 33.9 GB of the 48 GB available, at roughly 8 tokens/second.

Run it with Ollama

With Ollama installed, one command downloads and starts Gemma 3 27B:

ollama run gemma3:27b

Ollama's default download is Q4_K_M (about 21.4 GB here). You have room for Q8_0, which is near-lossless: pick that GGUF in LM Studio or from Hugging Face.

New to this? Step-by-step setup for the Apple M3 Max (64GB)

Run it in the cloud

No Apple M3 Max (64GB)? Run Gemma 3 27B in the cloud.

Rent a cloud GPU by the hour. No upfront cost, stop any time.

Memory needed by quantization

At 8,192 tokens of context. The black line marks the 48 GB the Apple M3 Max (64GB) can use. macOS lets the GPU use about 48 GB of the 64 GB unified memory by default.

QuantQualityMemoryFits?Speed
FP16Full quality59.6 GBToo big—
Q8_0Near-lossless33.9 GBFits~8 tok/s
Q6_KExcellent27.2 GBFits~11 tok/s
Q5_K_MVery good24.2 GBFits~12 tok/s
Q4_K_MGood, most popular21.4 GBFits~14 tok/s
Q3_K_MNoticeably degraded18.2 GBFits~18 tok/s
Q2_KHeavily degraded15 GBFits~23 tok/s

Frequently asked questions

Can Apple M3 Max (64GB) run Gemma 3 27B?

Yes. The Apple M3 Max (64GB) can run Gemma 3 27B fully in unified memory at Q8_0 (near-lossless), using about 33.9 GB of the 48 GB available, at roughly 8 tokens/second.

How much VRAM does Gemma 3 27B need?

About 21.4 GB at Q4_K_M with 8,192 tokens of context, and about 59.6 GB at full FP16 precision.

How fast is Gemma 3 27B on the Apple M3 Max (64GB)?

Roughly 8 tokens per second at Q8_0, estimated from the Apple M3 Max (64GB)'s 400 GB/s memory bandwidth.