Can Ternary Bonsai 27B run on Pixel 10 Pro XL?
YES — Runs, barely
Grade A · 71/100 · formula estimate
What this means
Our estimate says Ternary Bonsai 27B should fit, but replies are likely to arrive slowly.
Download the PQ2_0 version, which is about 7.2 GB. We expect it to use about 10.1 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 2 minutes to finish.
This result is calculated from the phone and model specifications. It has not been measured on this exact phone and setup.
4.3tokens/s
estimated · reading pace
10.1GB
needed at PQ2_0
PQ2_0
quant checked
A
grade · 71/100
needs 10.1 GBusable 12 GB
Google Tensor G516 GB RAMCPU / GPU
Make it bearable
1
Drop context to 2K — saves ~1 GB of KV cache and a little speed.
2
Close every other app before loading — the 1.9 GB headroom is real; Android may kill the app otherwise.
3
Expect throttling after ~10 min of sustained generation on a phone chassis.
See how fast it feels
Estimated at 4.3 tokens/s — reading pace. A ~300-word reply takes about 93 seconds on this phone.
Where the memory goes
| Component | Detail | GB |
|---|---|---|
| Model weights | PQ2_0 GGUF (7.2 GB) + mmap overhead | 7.6 |
| KV cache | 4K context window | 1.9 |
| Runtime | llama.cpp + app overhead | 0.6 |
| Total needed | at PQ2_0, 4K context | 10.1 |
| Usable on Pixel 10 Pro XL | 16 GB RAM − Android system reserve | 12 |
| Headroom | left for the OS and your other apps | 1.9 |
Pick your quant
| Quant | Download | Verdict | Speed |
|---|---|---|---|
| PQ2_0 BEST HERE | 7.2 GB | ! Runs, barely | ~4.3 tokens/s |
| Q2_0 | 7.2 GB | ! Runs, barely | ~4.3 tokens/s |
Get it running in 3 steps
1
Install PocketPal from the Play Store — free, no account needed.
2
Download "Ternary Bonsai 27B PQ2_0" in the in-app model hub — 7.2 GB, use Wi-Fi. Search Hugging Face for
prism-ml/Ternary-Bonsai-27B-gguf and pick the PQ2_0 file.3
Set context to 4K — expect ~4.3 tokens/s on this phone.
Related checks
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TERNARY BONSAI 27B ON OTHER PHONES