Can Llama 3.1 8B run on Galaxy S24?

YESRuns, barely
Grade A · 77/100 · formula estimate

What this means

The checked Q4_K_M version should run, but replies are likely to arrive slowly. The smaller Q2_K version is the safer choice.

Download the Q2_K version, which is about 3.2 GB. We expect it to use about 4.5 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 42 seconds to finish.

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

6.2tokens/s
estimated · reading pace
6.3GB
needed at Q4_K_M
Q4_K_M
quant checked
A
grade · 77/100
needs 6.3 GBusable 9 GB
Samsung Exynos 240012 GB RAMCPU / GPUalso sold with 8 GB

Make it bearable

1
Drop to Q2_K (3.2 GB) — it runs comfortably here at ~9.5 tokens/s. Recommended over Q4_K_M.
2
Drop context to 2K — saves ~0.3 GB of KV cache and a little speed.
3
Close every other app before loading — the 2.7 GB headroom is real; Android may kill the app otherwise.
4
Expect throttling after ~10 min of sustained generation on a phone chassis.

See how fast it feels

Estimated at 6.2 tokens/s — reading pace. A ~300-word reply takes about 65 seconds on this phone.

Live demo · 6.2 tokens/s

Where the memory goes

ComponentDetailGB
Model weightsQ4_K_M GGUF (4.9 GB) + mmap overhead5.1
KV cache4K context window0.6
Runtimellama.cpp + app overhead0.6
Total neededat Q4_K_M, 4K context6.3
Usable on Galaxy S2412 GB RAM − Android system reserve9
Headroomleft for the OS and your other apps2.7

Pick your quant

QuantDownloadVerdictSpeed
Q2_K BEST HERE3.2 GB Runs great~9.5 tokens/s
Q3_K_M 4 GB! Runs, barely~7.6 tokens/s
IQ4_XS 4.4 GB! Runs, barely~6.9 tokens/s
Q4_0 4.7 GB! Runs, barely~6.4 tokens/s
Q4_K_S 4.7 GB! Runs, barely~6.4 tokens/s
Q4_K_M 4.9 GB! Runs, barely~6.2 tokens/s
Q5_K_M 5.7 GB! Runs, barely~5.3 tokens/s
Q6_K 6.6 GB! Runs, barely~4.6 tokens/s
Q8_0 8.5 GB Won't fitwon't fit

Get it running in 3 steps

1
Install PocketPal from the Play Store — free, no account needed.
2
Download "Llama 3.1 8B Q2_K" in the in-app model hub — 3.2 GB, use Wi-Fi. Search Hugging Face for bartowski/Meta-Llama-3.1-8B-Instruct-GGUF and pick the Q2_K file.
3
Set context to 4K — expect ~9.5 tokens/s on this phone.

Related checks

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