Can Bonsai 27B (1-bit) run on Huawei Mate X6?

YESRuns great
Formula estimate

What this means

Our estimate says Bonsai 27B (1-bit) should fit comfortably on your Huawei Mate X6.

Download the Q1_0 version, which is about 3.8 GB. We expect it to use about 4.8 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 49 seconds to finish.

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

8.1tokens/s
estimated · faster than you read
4.8GB
needed at Q1_0
Q1_0
quant checked
needs 4.8 GBusable 12 GB
Kirin 902016 GB RAMCPU / GPUAlso sold with 12 GB

See how fast it feels

Estimated at 8.1 tokens/s — faster than you read. A ~300-word reply takes about 49 seconds on this phone.

Live demo · 8.1 tokens/s

Where the memory goes

ComponentDetailGB
Model weightsQ1_0 GGUF (3.8 GB) + mmap overhead4
KV cache4K context window0.3
Runtimellama.cpp + app overhead0.6
Total neededat Q1_0, 4K context4.8
Working budget16 GB RAM Android system reserve12
Headroomremaining inside the working budget7.2

Pick your quant

QuantDownloadVerdictSpeed
Q1_0 BEST HERE3.8 GB Runs great~8.1 tokens/s

Run it on this Huawei phone

Use PocketPal's official APK. This manual route is for Huawei phones that still run Android APKs. HarmonyOS NEXT devices cannot use Android apps.
1
Open PocketPal's official GitHub Release. Use the developer's release page, expand Assets, and download app-prod-release.apk. Do not use an APK mirror or a similarly named third-party site.
2
Install that downloaded APK. Android may ask you to allow installs from your browser or Files app. Allow it only for this install, then turn that permission off again. If the phone says Android APKs are unsupported, stop there.
3
Add the exact model in PocketPal. Open Models → + → Add from Hugging Face, then paste prism-ml/Bonsai-27B-gguf.
4
Choose Bonsai-27B-Q1_0.gguf. The download is about 3.8 GB. Use Wi-Fi, keep the app open, and avoid mmproj, vision-projector, or other helper files.
5
Tap Download, then Load. Start with a 4K (4096-token) context and the default Android backend. Send “Explain why the sky is blue in three sentences.”
6
Check offline use and future updates. Turn on airplane mode and ask again. If it replies, the model is local. For later updates, return to PocketPal's official GitHub Releases page.

Related checks

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Bonsai 27B (1-bit) on other phones
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