Can Ternary Bonsai 27B run on Galaxy A56 5G?

YESRuns, barely
Formula estimate

What this means

Our estimate says Ternary Bonsai 27B should fit, but replies are likely to arrive slowly.

Download the Q2_0 version, which is about 7.2 GB. We expect it to use about 8.4 GB of the roughly 9 GB available to a model on this phone.

At the estimated speed, a roughly 300-word answer may take about 4 minutes to finish.

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

1.6tokens/s
estimated · slower than you read
8.4GB
needed at Q2_0
Q2_0
quant checked
needs 8.4 GBusable 9 GB
Exynos 158012 GB RAMCPU / GPUAlso sold with 8 GB

Make it bearable

1
Drop context to 2K — saves ~0.2 GB of KV cache and a little speed.
2
Close every other app before loading — the 0.6 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 1.6 tokens/s — slower than you read. A ~300-word reply takes about 250 seconds on this phone.

Live demo · 1.6 tokens/s

Where the memory goes

ComponentDetailGB
Model weightsQ2_0 GGUF (7.2 GB) + mmap overhead7.6
KV cache4K context window0.3
Runtimellama.cpp + app overhead0.6
Total neededat Q2_0, 4K context8.4
Working budget12 GB RAM Android system reserve9
Headroomremaining inside the working budget0.6

Pick your quant

QuantDownloadVerdictSpeed
Q2_0 BEST HERE7.2 GB! Runs, barely~1.6 tokens/s
Q2_g64 7.6 GB! Runs, barely~1.5 tokens/s

Use the supported phone path

The model fits in memory, but this exact download is not a PocketPal model.

The current App Store and Play Store versions of PocketPal cannot load this tracked ternary file. Memory fit does not make this exact download beginner-ready.

For the same kind of chat in PocketPal, use this supported build instead:

Check Bonsai 27B (1-bit)

Related checks

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