Can Bonsai 27B (1-bit) run on HONOR Magic7 Pro?

YESRuns great
Grade A · 84/100 · formula estimate

What this means

Our estimate says Bonsai 27B (1-bit) should fit comfortably on your HONOR Magic7 Pro.

Download the Q1_0 version, which is about 3.8 GB. We expect it to use about 6.5 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 44 seconds to finish.

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

9.1tokens/s
estimated · faster than you read
6.5GB
needed at Q1_0
Q1_0
quant checked
A
grade · 84/100
needs 6.5 GBusable 12 GB
Snapdragon 8 Elite16 GB RAMCPU / GPUalso sold with 12 GB

See how fast it feels

Estimated at 9.1 tokens/s — faster than you read. A ~300-word reply takes about 44 seconds on this phone.

Live demo · 9.1 tokens/s

Where the memory goes

ComponentDetailGB
Model weightsQ1_0 GGUF (3.8 GB) + mmap overhead4
KV cache4K context window1.9
Runtimellama.cpp + app overhead0.6
Total neededat Q1_0, 4K context6.5
Usable on HONOR Magic7 Pro16 GB RAM − Android system reserve12
Headroomleft for the OS and your other apps5.5

Pick your quant

QuantDownloadVerdictSpeed
Q1_0 BEST HERE3.8 GB Runs great~9.1 tokens/s

Get it running in 3 steps

1
Install PocketPal from the Play Store — free, no account needed.
2
Download "Bonsai 27B (1-bit) Q1_0" in the in-app model hub — 3.8 GB, use Wi-Fi. Search Hugging Face for prism-ml/Bonsai-27B-gguf and pick the Q1_0 file.
3
Set context to 4K — expect ~9.1 tokens/s on this phone.

Related checks

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