Benchmarks & Hardware Profiling
Empirical latency, memory footprint, and big.LITTLE core scaling benchmarks on Exynos and Snapdragon devices.
| Device & Chipset | Model Preset | Quantization | Steps | Inference Latency | Peak RAM |
|---|---|---|---|---|---|
| Samsung Galaxy A34 (Exynos 1380) | "sdxs" |
Q4_0 (450 MB) | 2 | 2 min 24 sec | 1.2 GB |
| Samsung Galaxy A34 (Exynos 1380) | "turbo" |
Q4_0 (1.20 GB) | 1 | 3 min 50 sec | 1.8 GB |
| Samsung Galaxy A34 (Exynos 1380) | "speed" |
Q4_1 (1.59 GB) | 10 | 14 min 30 sec | 2.1 GB |
| Samsung Galaxy A34 (Exynos 1380) | "realistic" |
Q4_K (1.62 GB) | 10 | 24 min 10 sec | 2.2 GB |
| Snapdragon 8 Gen 3 (Adreno GPU) | "sdxs" (Vulkan) |
Q4_0 (450 MB) | 2 | ~38 sec | 1.1 GB |