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DeepSeek-V4-Flash-0731
chat · deepseek-ai/DeepSeek-V4-Flash-0731
48.7 tok/s · model median · 41 runs in the model record.
| Reference rig | Quantization | Median result | Basis | TTFT (ms) | Peak VRAM | Max context | Engines |
|---|---|---|---|---|---|---|---|
| GB10 Grace Blackwell 256GB | 8-bit | 24.9 tok/s | measured | 185 | - GB | 2,048 | vllm |
| Radeon AI Pro R9700 32GB | 2-bit | 60.6 tok/s | reported | 2,009 | 25.2 GB | 8,192 | lucebox |
| Radeon AI Pro R9700 32GB | 4-bit | 50.5 tok/s | reported | 6,063 | 28.1 GB | 32,768 | llama.cpp |
| Radeon AI Pro R9700 32GB ×3 | 1-bit | 37.3 tok/s | measured | 1,880 | - GB | 32,768 | llama.cpp |
| RTX 3090 24GB ×8 | 8-bit | 93.3 tok/s | reported | 191 | 184.4 GB | 327,680 | vllm |
| RTX PRO 6000 Blackwell 96GB ×2 | 8-bit | 257.4 tok/s | reported | 83 | 94.5 GB | 262,144 | vllm |
| RTX PRO 6000 Blackwell 96GB ×4 | 4-bit | 231.5 tok/s | reported | 50 | - GB | 2,048 | vllm |
| RTX PRO 6000 Blackwell 96GB ×4 | 8-bit | 296.7 tok/s | measured | 90 | - GB | 2,048 | vllm |
| Ryzen AI Max 395 128GB | 1-bit | 21.8 tok/s | reported | 3,305 | - GB | 782 | llama.cpp |
| Ryzen AI Max 395 128GB | 2-bit | 28.3 tok/s | reported | 15,107 | - GB | 782 | lucebox |
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.