community pool / model answer
Ornith-1.5-9B-GGUF
chat · ornith-ai/Ornith-1.5-9B-GGUF
73.9 tok/s · model median · 4 runs in the model record.
| Reference rig | Quantization | Median result | Basis | TTFT (ms) | Peak VRAM | Max context | Engines |
|---|---|---|---|---|---|---|---|
| Arc Pro B70 32GB | 8-bit | 49.6 tok/s | reported | - | - GB | 8,192 | llama.cpp |
| RTX 3060 12GB | 4-bit | 65 tok/s | reported | 60 | - GB | 65,536 | llama.cpp |
| RTX 3080 12GB | 5-bit | 92 tok/s | reported | 762 | 9.5 GB | 262,144 | llama.cpp |
| RTX 3080 12GB | 6-bit | 82.8 tok/s | reported | 800 | 8.5 GB | 131,072 | 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.