DeepSeek V4 Flash is a 304.18B-parameter mixture-of-experts model (13B active per token). At UD-IQ1_M it needs about 87.7 GB of memory. The CPU-only (Ryzen 9 9950X, 96GB DDR5) has 89 GB usable, so it fits entirely in memory. Expect about 15 tokens/sec (13–17), with the first token after 0.6 s for a short prompt. This estimate is interpolated from benchmarks of similar setups.
| Quantization | File size | Memory | Generation | First token | Source |
|---|---|---|---|---|---|
| UD-IQ1_S | 82.5 GB | Fits | 15 tok/s | 0.6 s | Derived |
| UD-IQ1_M | 86.9 GB | Fits | 15 tok/s | 0.6 s | Derived |
| UD-IQ2_XXS | 90.9 GB | Partial offload | 19 tok/s | 1.8 s | Projected |
| UD-IQ2_M | 90.9 GB | Partial offload | 19 tok/s | 1.8 s | Projected |
| UD-Q2_K_XL | 96.8 GB | Partial offload | 18 tok/s | 1.8 s | Projected |
| UD-IQ3_XXS | 104.2 GB | Partial offload | 16 tok/s | 1.8 s | Projected |
| UD-IQ3_S | 116.1 GB | Partial offload | 14 tok/s | 1.8 s | Projected |
| UD-Q3_K_M | 128.1 GB | Partial offload | 13 tok/s | 1.8 s | Projected |
| UD-Q3_K_XL | 128.2 GB | Partial offload | 13 tok/s | 1.8 s | Projected |
| UD-IQ4_XS | 136.7 GB | Partial offload | 12 tok/s | 1.8 s | Projected |
| UD-IQ4_NL | 136.7 GB | Partial offload | 12 tok/s | 1.8 s | Projected |
| UD-Q4_K_XL | 155.1 GB | Partial offload | 10 tok/s | 1.8 s | Projected |
| UD-Q8_K_XL | 161.9 GB | Partial offload | 9.9 tok/s | 1.8 s | Projected |
All models on the CPU-only (Ryzen 9 9950X, 96GB DDR5) · DeepSeek V4 Flash on all hardware
Estimates for a short prompt on a single device. Measured numbers come from community benchmarks (r/LocalLLaMA, localscore.ai and more); others are derived from similar setups or projected from specs. Open source on GitHub.