Ministral-3-14B-Reasoning-2512
1recorded run
89.4best tok/s
0verified
What the Ministral-3-14B-Reasoning-2512 numbers mean
The fastest result on our board is 89.4 output tok/s on an RTX 5090 at Q8_0 with a 2048-token context. That is about 11.2 ms per generated token — 500 tokens takes roughly 5.6 seconds. Prompt processing on the same record runs at 3183.6 tok/s, so a 2,000-token prompt is read in about 0.6 seconds.
How much VRAM does Ministral-3-14B-Reasoning-2512 need?
Ministral-3-14B-Reasoning-2512 has 14.0B parameters. These estimates use the same formula as the VRAM calculator: weights, plus about 15% for a moderate-context KV cache and runtime overhead, plus a small engine floor.
| Quantisation | Estimated VRAM | Smallest card that fits |
|---|---|---|
| Q4_K_M (4-bit) | 9.9 GB | 12 GB |
| Q8_0 (8-bit) | 17.9 GB | 24 GB |
| FP16 (16-bit) | 33.0 GB | 48 GB |
Fastest GPUs for this model (best tok/s)
- RTX 509089.4
Models with a similar footprint
| Model | Params | Q4_K_M weights |
|---|---|---|
| InternVL3-14B | 14B | 7.9 GB |
| Qwen3-14B | 14B | 7.9 GB |
| DeepSeek-R1-Distill-Qwen-14B | 15B | 8.4 GB |
| Nemotron-Cascade-14B-Thinking | 15B | 8.4 GB |
| phi-4 | 15B | 8.4 GB |
| Phi-4-reasoning | 15B | 8.4 GB |