Can OneJev 9B run on vivo Y600i?

Weights exceed this memory budget · custom workflow required

Weight fit is not phone app support

The tracked Q4_K_M weights are 5.6GB; the generic working-memory estimate is 7.1GB against 4GB 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.

−3.1GB short
memory that doesn't exist here
7.1GB
needed at Q4_K_M
Q4_K_M
quant checked
needs 7.1 GBusable 4 GB · short 3.1 GB
Snapdragon 4 Gen 26 GB RAMCPU / GPU

Three ways forward

1
Try a smaller quant
No quant of OneJev 9B 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 9B, no download, at data-center speed — pay per token.
provider recommendations coming later

Where the memory goes

ComponentDetailGB
Model weightsQ4_K_M GGUF (5.6 GB) + mmap overhead5.9
KV cache4K context window0.6
Runtimellama.cpp + app overhead0.6
Total neededat Q4_K_M, 4K context7.1
Working budget6 GB RAM − Android system reserve4
Headroommemory shortfall−3.1

Pick your quant

QuantDownloadVerdictSpeed
Q2_K 3.8 GB✕ Won't fitwon't fit
Q3_K_M 4.6 GB✕ Won't fitwon't fit
IQ4_XS 5.2 GB✕ Won't fitwon't fit
Q4_K_S 5.4 GB✕ Won't fitwon't fit
Q4_K_M 5.6 GB✕ Won't fitwon't fit
Q5_K_M 6.5 GB✕ Won't fitwon't fit
Q6_K 7.4 GB✕ Won't fitwon't fit
Q8_0 9.5 GB✕ Won't fitwon't fit

Related checks

More on vivo Y600i
Ternary Bonsai 1.7BQwen3 0.6BOvisOCR2 0.8BOneJev 0.8BLlama 3.2 1B
OneJev 9B on other phones
Xiaomi 18 FoldOPPO Find X8 Provivo X200 ProGalaxy S26 UltraXiaomi 17