community pool / model answer
DeepSeek-V4-Flash-0731-GGUF
chat · unsloth/DeepSeek-V4-Flash-0731-GGUF
33.9 tok/s · model median · 7 runs in the model record.
| Reference rig | Quantization | Median result | Basis | TTFT (ms) | Peak VRAM | Max context | Engines |
|---|---|---|---|---|---|---|---|
| RTX 3090 24GB ×4 | 2-bit | 41 tok/s | reported | 18,774 | 90.3 GB | 131,072 | llama.cpp |
| RTX 3090 24GB ×7 | 4-bit | 42.4 tok/s | reported | 916 | 146.5 GB | 262,144 | llama.cpp |
| RTX 5090 32GB | 1-bit | 17.8 tok/s | reported | 250 | - GB | 2,048 | llama.cpp |
| RTX 5090 32GB | 8-bit | 10.4 tok/s | reported | 271 | - 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.