Can Bonsai 27B (1-bit) run on iPhone Air?
YES — Runs great
Grade A · 77/100 · formula estimate
What this means
Our estimate says Bonsai 27B (1-bit) should fit comfortably on your iPhone Air.
Download the Q1_0 version, which is about 3.8 GB. We expect it to use about 6.5 GB of the roughly 7.8 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 · 77/100
needs 6.5 GBusable 7.8 GB
Apple A19 Pro12 GB RAMMetal
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.
Where the memory goes
| Component | Detail | GB |
|---|---|---|
| Model weights | Q1_0 GGUF (3.8 GB) + mmap overhead | 4 |
| KV cache | 4K context window | 1.9 |
| Runtime | llama.cpp + app overhead | 0.6 |
| Total needed | at Q1_0, 4K context | 6.5 |
| Usable on iPhone Air | 12 GB RAM − iOS reserve (jetsam limit) | 7.8 |
| Headroom | left for the OS and your other apps | 1.3 |
Pick your quant
| Quant | Download | Verdict | Speed |
|---|---|---|---|
| Q1_0 BEST HERE | 3.8 GB | ✓ Runs great | ~9.1 tokens/s |
Get it running in 3 steps
1
Install PocketPal from the App 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 and enable Metal — expect ~9.1 tokens/s on this phone.
Related checks
MORE ON IPHONE AIR
BONSAI 27B (1-BIT) ON OTHER PHONES