Qwen3.6-35B-A3B-MTP
2recorded runs
222.9best tok/s
1verified
What the Qwen3.6-35B-A3B-MTP numbers mean
The fastest verified result on our board is 222.9 output tok/s on an RTX 5090 at Unsloth-Dynamic-IQ4_XS with a 65536-token context. That is about 4.5 ms per generated token — 500 tokens takes roughly 2.2 seconds. Prompt processing on the same record runs at 54.4 tok/s, so a 2,000-token prompt is read in about 36.8 seconds. Peak VRAM was measured at 28.6 GB. Across the 2 records we hold for this model the range is 109.5–222.9 tok/s on 2 GPUs, because quantisation, context length and the engine build all move the number.
How much VRAM does Qwen3.6-35B-A3B-MTP need?
Qwen3.6-35B-A3B-MTP has 35.0B 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) | 23.4 GB | 32 GB |
| Q8_0 (8-bit) | 43.6 GB | 64 GB |
| FP16 (16-bit) | 81.3 GB | 96 GB |
Fastest GPUs for this model (best tok/s)
- RTX 5090222.9
- RX 7900 XTX x2109.5
Models with a similar footprint
| Model | Params | Q4_K_M weights |
|---|---|---|
| Apodex-1.1-mini | 35B | 19.7 GB |
| badtheorylabs_BTL-4 | 35B | 19.7 GB |
| BTL-4-Compact | 35B | 19.7 GB |
| KAT-Coder-V2.5-Dev-AWQ-W4A16-ASYM | 35B | 19.7 GB |
| Kwaipilot_KAT-Coder-V2.5-Dev | 35B | 19.7 GB |
| MiniCPM-V 4.7-35B-A3B | 35B | 19.7 GB |
| GPU | Model | Quant | Backend | Ctx | tok/s | prompt tok/s | VRAM GB | Source |
|---|---|---|---|---|---|---|---|---|
| RTX 5090 · 32 GB | Qwen3.6-35B-A3B-MTP | Unsloth-Dynamic-IQ4_XS | llama.cpp 10156 | 65536 | 222.9 ✓ | 54.4 | 28.6 | src |
| RX 7900 XTX x2 · 24 GB | Qwen3.6-35B-A3B-MTP | UD-Q4_K_XL | llama.cpp — | 2048 | 109.5 … | 175.3 | — | src |