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Can I run MiniCPM-V 4.6 on Generic Android Phone (8GB RAM)?

Compatibility verdict VRAM threshold engine
Yes, it runs usable speed

Yes. MiniCPM-V 4.6 runs on Generic Android Phone (8GB RAM) at Q4_K_M (~1.6 GB of ~4.5 GB usable).

Needs ~1.6 GB Device usable ~4.5 GB

Runs at Q4_K_M using ~1.6 GB of ~4.5 GB usable. You have room for FP16 for higher quality.

That figure is at a 4k context and moves about ±15% as context length changes. Generic Android Phone (8GB RAM) leaves ~2.9 GB of headroom, room to step up to FP16 for higher quality.

Q4_K_M needed
~1.6 GB
Usable on device
~4.5 GB
Device memory
8 GB
Best quant
Q4_K_M
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Which quant fits

Quant ladder vs ~4.5 GB usable
Q2_K
~1.6 GB
Q3_K_M
~1.7 GB
Q4_K_M
~1.6 GB
Q5_K_M
~2 GB
Q6_K
~2.2 GB
Q8_0
~1.9 GB
FP16
~2.6 GB
The line marks Generic Android Phone (8GB RAM)'s ~4.5 GB budget; rungs past it are too large.

How to run it

On Android use PocketPal AI (Polished app, download GGUF and run offline.).

Model MiniCPM
Parameters
1.3B
Q4_K_M size
0.53 GB
Q8_0 size
0.81 GB
Context
256k
Ollama tag
minicpm-v4.6
Full MiniCPM-V 4.6 requirements →
Device Android
Memory
8 GB ram
Usable for weights
~4.5 GB
Best runtime
llama.cpp (PocketPal or SmolChat)
Best models for Generic Android Phone (8GB RAM) →

You could also run

Run MiniCPM-V 4.6 on other hardware

FAQ

Can Generic Android Phone (8GB RAM) run MiniCPM-V 4.6?

Yes. MiniCPM-V 4.6 runs on Generic Android Phone (8GB RAM) at Q4_K_M (~1.6 GB of ~4.5 GB usable).

How much memory does MiniCPM-V 4.6 need?

Generic Android Phone (8GB RAM) has room to spare. At Q4_K_M the weights are ~0.53 GB; with KV cache and runtime overhead, budget ~1.6 GB at a 4k context.

What is the best tool to run MiniCPM-V 4.6 on Android?

On Android, PocketPal AI (Polished app, download GGUF and run offline.) is the go-to option. NPU acceleration is limited and chip-specific; most apps run on CPU. Expect 1B-4B class.

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Sources

Weights are measured from GGUF files; KV cache and overhead are computed, so totals can vary ~15% with context and runtime. Any tok/s is a bandwidth estimate. See methodology.