community pool / model answer
Qwen3-8B-GGUF
chat · Qwen/Qwen3-8B-GGUF
56.6 tok/s · model median · 7 runs in the model record.
| Reference rig | Quantization | Median result | Basis | TTFT (ms) | Peak VRAM | Max context | Engines |
|---|---|---|---|---|---|---|---|
| M3 Ultra 512GB | 4-bit | 88.3 tok/s | reported | 5,802 | - GB | 8,192 | llama.cpp |
| RTX 3060 12GB ×2 | 4-bit | 53.8 tok/s | measured | 1,894 | 7.1 GB | 32,768 | llama.cpp |
Context tested
The table above is the tested context for each exact rig and quantization cell. Empty fields remain empty rather than being filled with an estimate.