Huihui-Qwen3.8-27B-abliterated
1recorded run
117.7best tok/s
1verified
What the Huihui-Qwen3.8-27B-abliterated numbers mean
The fastest verified result on our board is 117.7 output tok/s on an RTX 5090 at NVFP4 with a 172800-token context. That is about 8.5 ms per generated token — 500 tokens takes roughly 4.2 seconds. Prompt processing on the same record runs at 7466.2 tok/s, so a 2,000-token prompt is read in about 0.3 seconds.
How much VRAM does Huihui-Qwen3.8-27B-abliterated need?
Huihui-Qwen3.8-27B-abliterated 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 5090117.7
Models with a similar footprint
| Model | Params | Q4_K_M weights |
|---|---|---|
| Bonsai-27B | 28B | 15.8 GB |
| Godoter-27B | 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 |
| Qwen3.6-27B-MTP | 28B | 15.8 GB |