Qwen3.6-27B-MTP
4recorded runs
60.1best tok/s
3verified
What the Qwen3.6-27B-MTP numbers mean
The fastest verified result on our board is 60.1 output tok/s on an RTX PRO 6000 Blackwell at Q6_K with a 131072-token context. That is about 16.6 ms per generated token — 500 tokens takes roughly 8.3 seconds. Prompt processing on the same record runs at 1856.7 tok/s, so a 2,000-token prompt is read in about 1.1 seconds. Across the 4 records we hold for this model the range is 28.3–60.1 tok/s on 4 GPUs, because quantisation, context length and the engine build all move the number.
How much VRAM does Qwen3.6-27B-MTP need?
Qwen3.6-27B-MTP has 28.0B 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) | 18.9 GB | 24 GB |
| Q8_0 (8-bit) | 35.0 GB | 48 GB |
| FP16 (16-bit) | 65.2 GB | 80 GB |
Fastest GPUs for this model (best tok/s)
- RTX PRO 6000 Blackwell60.1
- RTX 309041.2
- Intel Arc Pro B7036.0
- RTX 509028.3
Models with a similar footprint
| Model | Params | Q4_K_M weights |
|---|---|---|
| Bonsai-27B | 28B | 15.8 GB |
| Godoter-27B | 28B | 15.8 GB |
| Huihui-Qwen3.8-27B-abliterated | 28B | 15.8 GB |
| Qwen3.5-27B | 28B | 15.8 GB |
| Qwen3.6-27B | 28B | 15.8 GB |
| Qwen3.6-27B-i1 | 28B | 15.8 GB |
| GPU | Model | Quant | Backend | Ctx | tok/s | prompt tok/s | VRAM GB | Source |
|---|---|---|---|---|---|---|---|---|
| RTX PRO 6000 Blackwell · 96 GB | Qwen3.6-27B-MTP | Q6_K | llama.cpp 10355 | 131072 | 60.1 ✓ | 1856.7 | — | src |
| Intel Arc Pro B70 · 32 GB | Qwen3.6-27B-MTP | Q8_0 | llama.cpp 10298 (15586e2d7) local Intel SYCL V… | 32768 | 36.0 ✓ | — | — | src |
| RTX 5090 · 32 GB | Qwen3.6-27B-MTP | Q5_K_M | llama.cpp 10085 (b4aa7dd47) | 131072 | 28.3 ✓ | 2581.2 | 31.3 | src |
| RTX 3090 · 24 GB | Qwen3.6-27B-MTP | Q4_K_M | llama.cpp — | 2048 | 41.2 … | 1309.1 | — | src |