Can grug 9B (ProCreations) run on AQUOS sense9?

YESRuns, barely
Grade C · 52/100 · formula estimate

What this means

Our estimate says grug 9B (ProCreations) should fit, but there is very little memory left for the operating system and other apps.

Download the Q2_K version, which is about 4.1 GB. We expect it to use about 5.6 GB of the roughly 6 GB available to a model on this phone.

At the estimated speed, a roughly 300-word answer may take about 2 minutes to finish.

This result is calculated from the phone and model specifications. It has not been measured on this exact phone and setup.

2.8tokens/s
estimated · slower than you read
5.6GB
needed at Q2_K
Q2_K
quant checked
C
grade · 52/100
needs 5.6 GBusable 6 GB
Snapdragon 7s Gen 28 GB RAMCPU / GPUAlso sold with 6 GB

Make it bearable

1
Drop context to 2K — saves ~0.4 GB of KV cache and a little speed.
2
Close every other app before loading — the 0.4 GB headroom is real; Android may kill the app otherwise.
3
Expect throttling after ~10 min of sustained generation on a phone chassis.

See how fast it feels

Estimated at 2.8 tokens/s — slower than you read. A ~300-word reply takes about 143 seconds on this phone.

Live demo · 2.8 tokens/s

Where the memory goes

ComponentDetailGB
Model weightsQ2_K GGUF (4.1 GB) + mmap overhead4.3
KV cache4K context window0.7
Runtimellama.cpp + app overhead0.6
Total neededat Q2_K, 4K context5.6
Usable on AQUOS sense98 GB RAM − Android system reserve6
Headroomleft for the OS and your other apps0.4

Pick your quant

QuantDownloadVerdictSpeed
Q2_K BEST HERE4.1 GB! Runs, barely~2.8 tokens/s
Q3_K_M 4.9 GB Won't fitwon't fit
IQ4_XS 5.2 GB Won't fitwon't fit
Q4_0 5.5 GB Won't fitwon't fit
Q4_K_S 5.6 GB Won't fitwon't fit
Q4_K_M 5.9 GB Won't fitwon't fit
Q5_K_M 6.9 GB Won't fitwon't fit
Q6_K 7.7 GB Won't fitwon't fit
Q8_0 9.5 GB Won't fitwon't fit

Get it running in 3 steps

1
Install PocketPal from Google Play — free, no account needed.
2
Download "grug 9B (ProCreations) Q2_K" in the in-app model hub — 4.1 GB, use Wi-Fi. Search Hugging Face for bartowski/ProCreations_grug-9b-GGUF and pick the Q2_K file.
3
Set context to 4K — expect ~2.8 tokens/s on this phone.

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