Can Ternary Bonsai 1.7B run on Moto G Stylus (2025)?

YESRuns great
Grade S · 100/100 · formula estimate

What this means

Our estimate says Ternary Bonsai 1.7B should fit comfortably on your Moto G Stylus (2025).

Download the PQ2_0 version, which is about 0.5 GB. We expect it to use about 1.2 GB of the roughly 6 GB available to a model on this phone.

At the estimated speed, a roughly 300-word answer may take about 17 seconds to finish.

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

23tokens/s
estimated · instant
1.2GB
needed at PQ2_0
PQ2_0
quant checked
S
grade · 100/100
needs 1.2 GBusable 6 GB
Snapdragon 6 Gen 38 GB RAMCPU / GPU

See how fast it feels

Estimated at 23 tokens/s — instant. A ~300-word reply takes about 17 seconds on this phone.

Live demo · 23 tokens/s

Where the memory goes

ComponentDetailGB
Model weightsPQ2_0 GGUF (0.5 GB) + mmap overhead0.5
KV cache4K context window0.1
Runtimellama.cpp + app overhead0.6
Total neededat PQ2_0, 4K context1.2
Usable on Moto G Stylus (2025)8 GB RAM − Android system reserve6
Headroomleft for the OS and your other apps4.8

Pick your quant

QuantDownloadVerdictSpeed
PQ2_0 BEST HERE0.5 GB Runs great~23 tokens/s
Q2_0 0.5 GB Runs great~23 tokens/s

Get it running in 3 steps

1
Install PocketPal from the Play Store — free, no account needed.
2
Download "Ternary Bonsai 1.7B PQ2_0" in the in-app model hub — 0.5 GB, use Wi-Fi. Search Hugging Face for prism-ml/Ternary-Bonsai-1.7B-gguf and pick the PQ2_0 file.
3
Set context to 4K — expect ~23 tokens/s on this phone.

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