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text model · Qwen2.5-Coder · iOS

Can I run Qwen2.5 Coder 3B on iPhone 15 Pro?

Compatibility verdict VRAM threshold engine
Yes, it runsusable speed

Yes. Qwen2.5 Coder 3B runs on iPhone 15 Pro at Q4_K_M (~3 GB of ~4.5 GB usable).

Needs ~3 GB Device usable ~4.5 GB

Runs at Q4_K_M using ~3 GB of ~4.5 GB usable. You have room for Q8_0 for higher quality.

Q4_K_M needed
~3 GB
Usable on device
~4.5 GB
Device memory
8 GB
Best quant
Q4_K_M

How to run it

On iOS use Apple Foundation Models (Built into iOS 26, ~3B on-device model, zero download, fully private.). Phones realistically run 1B-4B class models. Anything larger thermally throttles or OOMs.

Model Qwen2.5-Coder
Parameters
3.09B
Q4_K_M size
1.8 GB
Q8_0 size
3.06 GB
Context
32k
Ollama tag
qwen2.5-coder:3b
Full Qwen2.5 Coder 3B requirements →
Device iOS
Memory
8 GB unified
Usable for weights
~4.5 GB
Best runtime
llama.cpp + Metal (via PocketPal or Off Grid app)
Best models for iPhone 15 Pro →

You could also run

Run Qwen2.5 Coder 3B on other hardware

FAQ

Can iPhone 15 Pro run Qwen2.5 Coder 3B?

Yes. Qwen2.5 Coder 3B runs on iPhone 15 Pro at Q4_K_M (~3 GB of ~4.5 GB usable).

How much memory does Qwen2.5 Coder 3B need?

iPhone 15 Pro has room to spare. At Q4_K_M the weights are ~1.8 GB; with KV cache and runtime overhead, budget ~3 GB at a 4k context.

What is the best tool to run Qwen2.5 Coder 3B on iOS?

On iPhone and iPad, Apple Foundation Models (Built into iOS 26, ~3B on-device model, zero download, fully private.) is the standard choice. Phones realistically run 1B-4B class models. Anything larger thermally throttles or OOMs.

Sources

Memory figures are estimates. See methodology.