Can Nemotron 3 Nano 4B run on iPhone 17 Pro?

YESRuns great
Grade S · 93/100 · formula estimate

What this means

Our estimate says Nemotron 3 Nano 4B should fit comfortably on your iPhone 17 Pro.

Download the Q4_K_M version, which is about 2.8 GB. We expect it to use about 3.8 GB of the roughly 7.8 GB available to a model on this phone.

At the estimated speed, a roughly 300-word answer may take about 33 seconds to finish.

This result is calculated from the phone and model specifications. It has not been measured on this exact phone and setup.

12.3tokens/s
estimated · faster than you read
3.8GB
needed at Q4_K_M
Q4_K_M
quant checked
S
grade · 93/100
needs 3.8 GBusable 7.8 GB
Apple A19 Pro12 GB RAMMetal

See how fast it feels

Estimated at 12.3 tokens/s — faster than you read. A ~300-word reply takes about 33 seconds on this phone.

Live demo · 12.3 tokens/s

Where the memory goes

ComponentDetailGB
Model weightsQ4_K_M GGUF (2.8 GB) + mmap overhead2.9
KV cache4K context window0.3
Runtimellama.cpp + app overhead0.6
Total neededat Q4_K_M, 4K context3.8
Usable on iPhone 17 Pro12 GB RAM − iOS reserve (jetsam limit)7.8
Headroomleft for the OS and your other apps4

Pick your quant

QuantDownloadVerdictSpeed
Q4_K_M BEST HERE2.8 GB Runs great~12.3 tokens/s

Get it running in 3 steps

1
Install PocketPal from the App Store — free, no account needed.
2
Download "Nemotron 3 Nano 4B Q4_K_M" in the in-app model hub — 2.8 GB, use Wi-Fi. Search Hugging Face for nvidia/NVIDIA-Nemotron-3-Nano-4B-GGUF and pick the Q4_K_M file.
3
Set context to 4K and enable Metal — expect ~12.3 tokens/s on this phone.

Related checks

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