community pool / model answer
Mellum2-12B-A2.5B-Instruct-GGUF-Q4_K_M
chat · JetBrains/Mellum2-12B-A2.5B-Instruct-GGUF-Q4_K_M
51.4 tok/s · model median · 10 runs in the model record.
| Reference rig | Quantization | Median result | Basis | TTFT (ms) | Peak VRAM | Max context | Engines |
|---|---|---|---|---|---|---|---|
| RTX 5070 12GB | 4-bit | 261.4 tok/s | reported | 68 | - GB | 2,048 | llama.cpp |
| RX 570 4GB ×2 | 4-bit | 51 tok/s | measured | 90 | - GB | 2,048 | 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.