Can GRM 3.2 Cliff 9B run on Huawei Mate X7?
YES — Runs, barely
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 4.1 GB. We expect it to use about 5.6 GB of the roughly 16 GB available to a model on this phone.
At the estimated speed, a roughly 300-word answer may take about 48 seconds to finish.
This result is calculated from the phone and model specifications. It has not been measured on this exact phone and setup.
5.9tokens/s
estimated · reading pace
7.5GB
needed at Q4_K_M
Q4_K_M
quant checked
needs 7.5 GBusable 16 GB
Kirin 9030 Pro20 GB RAMCPU / GPUAlso sold with 12/16 GB
Make it bearable
1
Drop to Q2_K (4.1 GB) — it runs comfortably here at ~8.4 tokens/s. Recommended over Q4_K_M.
2
Drop context to 2K — saves ~0.4 GB of KV cache and a little speed.
3
Close every other app before loading — the 8.5 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 5.9 tokens/s — reading pace. A ~300-word reply takes about 68 seconds on this phone.
Where the memory goes
| Component | Detail | GB |
|---|---|---|
| Model weights | Q4_K_M GGUF (5.9 GB) + mmap overhead | 6.2 |
| KV cache | 4K context window | 0.7 |
| Runtime | llama.cpp + app overhead | 0.6 |
| Total needed | at Q4_K_M, 4K context | 7.5 |
| Working budget | 20 GB RAM − Android system reserve | 16 |
| Headroom | remaining inside the working budget | 8.5 |
Pick your quant
| Quant | Download | Verdict | Speed |
|---|---|---|---|
| Q2_K BEST HERE | 4.1 GB | ✓ Runs great | ~8.4 tokens/s |
| Q3_K_M | 4.9 GB | ! Runs, barely | ~7.1 tokens/s |
| IQ4_XS | 5.2 GB | ! Runs, barely | ~6.6 tokens/s |
| Q4_0 | 5.5 GB | ! Runs, barely | ~6.3 tokens/s |
| Q4_K_S | 5.6 GB | ! Runs, barely | ~6.2 tokens/s |
| Q4_K_M | 5.9 GB | ! Runs, barely | ~5.9 tokens/s |
| Q5_K_M | 6.9 GB | ! Runs, barely | ~5 tokens/s |
| Q6_K | 7.7 GB | ! Runs, barely | ~4.5 tokens/s |
| Q8_0 | 9.5 GB | ! Runs, barely | ~3.6 tokens/s |
Run it on this Huawei phone
Use PocketPal's official APK. This manual route is for Huawei phones that still run Android APKs. HarmonyOS NEXT devices cannot use Android apps.
1
Open PocketPal's official GitHub Release. Use the developer's release page, expand Assets, and download
app-prod-release.apk. Do not use an APK mirror or a similarly named third-party site.2
Install that downloaded APK. Android may ask you to allow installs from your browser or Files app. Allow it only for this install, then turn that permission off again. If the phone says Android APKs are unsupported, stop there.
3
Add the exact model in PocketPal. Open Models → + → Add from Hugging Face, then paste
bartowski/OrionLLM_GRM-3.2-Cliff-GGUF.4
Choose the Q2_K GGUF file. The download is about 4.1 GB. Use Wi-Fi, keep the app open, and avoid mmproj, vision-projector, or other helper files.
5
Tap Download, then Load. Start with a 4K (4096-token) context and the default Android backend. Send “Explain why the sky is blue in three sentences.”
6
Check offline use and future updates. Turn on airplane mode and ask again. If it replies, the model is local. For later updates, return to PocketPal's official GitHub Releases page.
Related checks
More on Huawei Mate X7
GRM 3.2 Cliff 9B on other phones