Can Llama 3.2 3B run on OnePlus 15?

YESRuns great
Grade S · 100/100 · formula estimate

What this means

Our estimate says Llama 3.2 3B should fit comfortably on your OnePlus 15.

Download the Q4_K_M version, which is about 2 GB. We expect it to use about 2.9 GB of the roughly 12 GB available to a model on this phone.

At the estimated speed, a roughly 300-word answer may take about 21 seconds to finish.

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

19.1tokens/s
estimated · instant
2.9GB
needed at Q4_K_M
Q4_K_M
quant checked
S
grade · 100/100
needs 2.9 GBusable 12 GB
Snapdragon 8 Elite Gen 516 GB RAMCPU / GPUalso sold with 12 GB

See how fast it feels

Estimated at 19.1 tokens/s — instant. A ~300-word reply takes about 21 seconds on this phone.

Live demo · 19.1 tokens/s

Where the memory goes

ComponentDetailGB
Model weightsQ4_K_M GGUF (2 GB) + mmap overhead2.1
KV cache4K context window0.2
Runtimellama.cpp + app overhead0.6
Total neededat Q4_K_M, 4K context2.9
Usable on OnePlus 1516 GB RAM − Android system reserve12
Headroomleft for the OS and your other apps9.1

Pick your quant

QuantDownloadVerdictSpeed
IQ4_XS 1.8 GB Runs great~21.2 tokens/s
Q4_0 1.9 GB Runs great~20.1 tokens/s
Q4_K_S 1.9 GB Runs great~20.1 tokens/s
Q4_K_M BEST HERE2 GB Runs great~19.1 tokens/s
Q5_K_M 2.3 GB Runs great~16.6 tokens/s
Q6_K 2.6 GB Runs great~14.7 tokens/s
Q8_0 3.4 GB Runs great~11.2 tokens/s

Get it running in 3 steps

1
Install PocketPal from the Play Store — free, no account needed.
2
Download "Llama 3.2 3B Q4_K_M" in the in-app model hub — 2 GB, use Wi-Fi. Search Hugging Face for bartowski/Llama-3.2-3B-Instruct-GGUF and pick the Q4_K_M file.
3
Set context to 4K — expect ~19.1 tokens/s on this phone.

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