Can Ternary Bonsai 8B run on Moto G (2026)?
NO — Won't fit
Grade F · 8/100 · formula estimate
What this means
None of the versions we checked fit safely on this phone. The checked version needs about 3.5 GB, while we estimate that the model can use about 2 GB.
Try a smaller model, or use this model on a device with more memory.
This result is calculated from the phone and model specifications. It has not been measured on this exact phone and setup.
−1.5GB short
memory that doesn't exist here
3.5GB
needed at PQ2_0
PQ2_0
quant checked
F
grade · 8/100
needs 3.5 GBusable 2 GB · short 1.5 GB
Dimensity 63004 GB RAMCPU / GPU
Three ways forward
1
Try a smaller quant
No quant of Ternary Bonsai 8B fits this phone — even the smallest is too big. Options 2 and 3 are your real choices.
2
Same family, smaller
Ternary Bonsai 1.7B · PQ2_0 · 0.5 GB
✓ ~15.4 tokens/s here
check Ternary Bonsai 1.7B →3
Run it in the cloud
The full Ternary Bonsai 8B, no download, at data-center speed — pay per token.
provider recommendations coming later
Where the memory goes
| Component | Detail | GB |
|---|---|---|
| Model weights | PQ2_0 GGUF (2.2 GB) + mmap overhead | 2.3 |
| KV cache | 4K context window | 0.6 |
| Runtime | llama.cpp + app overhead | 0.6 |
| Total needed | at PQ2_0, 4K context | 3.5 |
| Usable on Moto G (2026) | 4 GB RAM − Android system reserve | 2 |
| Headroom | missing — this memory doesn't exist | −1.5 |
Pick your quant
| Quant | Download | Verdict | Speed |
|---|---|---|---|
| PQ2_0 | 2.2 GB | ✕ Won't fit | won't fit |
| Q2_0 | 2.2 GB | ✕ Won't fit | won't fit |
Related checks
MORE ON MOTO G (2026)
TERNARY BONSAI 8B ON OTHER PHONES