Can Ternary Bonsai 8B run on Xiaomi 17?

YESRuns great
Grade S · 100/100 · formula estimate

What this means

Our estimate says Ternary Bonsai 8B should fit comfortably on your Xiaomi 17.

Download the PQ2_0 version, which is about 2.2 GB. We expect it to use about 3.5 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 23 seconds to finish.

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

17.3tokens/s
estimated · instant
3.5GB
needed at PQ2_0
PQ2_0
quant checked
S
grade · 100/100
needs 3.5 GBusable 12 GB
Snapdragon 8 Elite Gen 516 GB RAMCPU / GPUalso sold with 12 GB

See how fast it feels

Estimated at 17.3 tokens/s — instant. A ~300-word reply takes about 23 seconds on this phone.

Live demo · 17.3 tokens/s

Where the memory goes

ComponentDetailGB
Model weightsPQ2_0 GGUF (2.2 GB) + mmap overhead2.3
KV cache4K context window0.6
Runtimellama.cpp + app overhead0.6
Total neededat PQ2_0, 4K context3.5
Usable on Xiaomi 1716 GB RAM − Android system reserve12
Headroomleft for the OS and your other apps8.5

Pick your quant

QuantDownloadVerdictSpeed
PQ2_0 BEST HERE2.2 GB Runs great~17.3 tokens/s
Q2_0 2.2 GB Runs great~17.3 tokens/s

Get it running in 3 steps

1
Install PocketPal from the Play Store — free, no account needed.
2
Download "Ternary Bonsai 8B PQ2_0" in the in-app model hub — 2.2 GB, use Wi-Fi. Search Hugging Face for prism-ml/Ternary-Bonsai-8B-gguf and pick the PQ2_0 file.
3
Set context to 4K — expect ~17.3 tokens/s on this phone.

Related checks

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