Can Bonsai 27B (1-bit) run on HONOR Robot Phone?

YESRuns great
Formula estimate

What this means

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

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 40 seconds to finish.

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

10tokens/s
estimated · faster than you read
4.8GB
needed at Q1_0
Q1_0
quant checked
needs 4.8 GBusable 12 GB
Snapdragon 8 Elite Gen 516 GB RAMCPU / GPU

See how fast it feels

Estimated at 10 tokens/s — faster than you read. A ~300-word reply takes about 40 seconds on this phone.

Live demo · 10 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~10 tokens/s

Get your first offline chat working

1
Install or update PocketPal from Google Play. It is free and does not require an account. Use a current version so its loader supports newer model architectures.
2
Open the exact model. Tap Open in PocketPal. If that does not open the app, go to Models → + → Add from Hugging Face and paste prism-ml/Bonsai-27B-gguf.
3
Choose Bonsai-27B-Q1_0.gguf. The download is about 3.8 GB, so use Wi-Fi and keep the app open. Do not choose F16, mmproj, mtp, or dspark helper files.
4
Tap Download, then Load. Start with a 4K (4096-token) context. Keep the app’s default Android backend for the first run.
5
Send a simple first prompt. Try “Explain why the sky is blue in three sentences.” This page estimates about 10 tokens/s, but that number is not a PocketPal measurement unless it carries a ✓ Verified label.
6
Confirm it is really offline. After the first reply, turn on airplane mode and ask a second question. If it still answers, the model is running on your phone.
If it does not work
  • Model not listed: update PocketPal and paste the exact repository prism-ml/Bonsai-27B-gguf.
  • App closes while loading: close other apps, restart the phone, and try 2K context. If it still closes, choose a smaller model.
  • No offline reply: confirm that Bonsai-27B-Q1_0.gguf is loaded in the chat rather than a remote model.

Related checks

More on HONOR Robot Phone
Qwen3 0.6BQwen3 1.7BQwen3 4BLlama 3.2 1BLlama 3.2 3B
Bonsai 27B (1-bit) on other phones
OPPO Find X8 Provivo X200 ProGalaxy S26Galaxy S26+Galaxy S26 Ultra