Can OneJev 4B run on Moto G (2026)?

Weights exceed this memory budget · custom workflow required

Weight fit is not phone app support

The tracked Q4_K_M weights are 3.1GB; the generic working-memory estimate is 4.1GB against 2GB usable. Image inputs need additional projector memory.

OneJev scores typed decisions in a single forward pass, not chat replies. The decode estimates below are not measured decision latency. The publisher's qev server and System One client are required; AICanRun has not verified a phone app route.

−2.1GB short
memory that doesn't exist here
4.1GB
needed at Q4_K_M
Q4_K_M
quant checked
needs 4.1 GBusable 2 GB · short 2.1 GB
Dimensity 63004 GB RAMCPU / GPU

Three ways forward

1
Try a smaller quant
No quant of OneJev 4B fits this phone — even the smallest is too big. Options 2 and 3 are your real choices.
2
Best model that fits
Qwen3 0.6B · Q8_0 · 0.6 GB
✓ ~12.8 tokens/s here
check Qwen3 0.6B →
3
Run it in the cloud
The full OneJev 4B, no download, at data-center speed — pay per token.
provider recommendations coming later

Where the memory goes

ComponentDetailGB
Model weightsQ4_K_M GGUF (3.1 GB) + mmap overhead3.3
KV cache4K context window0.3
Runtimellama.cpp + app overhead0.6
Total neededat Q4_K_M, 4K context4.1
Working budget4 GB RAM − Android system reserve2
Headroommemory shortfall−2.1

Pick your quant

QuantDownloadVerdictSpeed
Q2_K 2.1 GB✕ Won't fitwon't fit
Q3_K_M 2.5 GB✕ Won't fitwon't fit
IQ4_XS 2.9 GB✕ Won't fitwon't fit
Q4_K_S 2.9 GB✕ Won't fitwon't fit
Q4_K_M 3.1 GB✕ Won't fitwon't fit
Q5_K_M 3.5 GB✕ Won't fitwon't fit
Q6_K 4 GB✕ Won't fitwon't fit
Q8_0 5.2 GB✕ Won't fitwon't fit

Related checks

More on Moto G (2026)
Ternary Bonsai 1.7BQwen3 0.6BOvisOCR2 0.8BOneJev 0.8BGemma 3 1B
OneJev 4B on other phones
Xiaomi 18 FoldOPPO Find X8 Provivo X200 ProGalaxy S26Galaxy S26+