---

license: other

license_name: swift-open-license-1.0

license_link: LICENSE

base_model:

• Qwen/Qwen3.8-27B
• ukisai/Swift-1.5-Qwen3.8-27b
• Jackrong/Qwopus3.8-27B-Flash
• TeichAI/Qwen3.8-27B-Fable-Distill
• DavidAU/Qwen3.8-27B-TURBO-Fable-Cold-Fusion-735-882-Heretic-Uncensored-NM-DAU
• huihui-ai/Huihui-Qwen3.8-27B-abliterated
• ukisai/Swift-Qwen3.8-27b

base_model_relation: merge

library_name: gguf

pipeline_tag: text-generation

tags: [gguf, merge, qwen3.8, winery, llama.cpp, soup, reasoning, 27b]

---

<p align="center"><a href="https://huggingface.co/WineryLabs"><img src="https://winery-api-zandy.zocomputer.io/card/m/27b.svg" alt="Winery Qwen3.8-27B Grand Cru" width="100%"/></a></p>

🍷 Winery Qwen3.8 27B · Grand Cru

The biggest dense bottle in the cellar: a weighted soup of Qwen3.8-27B and six of its best fine-tunes: Swift 1.5 and Swift 1.0, Qwopus Flash, two Fable-5 distills and Huihui's abliterated build. Every tensor was streamed straight from the donors' bf16 weights and averaged in fp32, then quantised once to Q8_0. 28.6 GB.

Tasting notes

Winery quick eval (0-shot, thinking off; same harness as every Winery model):

| | MMLU | ARC-Challenge | GSM8K | Avg |

|---|---|---|---|---|

| 27B Grand Cru | 76.5 | 98.0 | 81.7 | 85.4 |

| 9B Assemblage | 73.0 | 97.3 | 88.3 | 86.2 |

| 9B Grand Cru | 70.0 | 96.7 | 90.0 | 85.6 |

Grapes (linear soup, fp32 from bf16)

| Donor | Weight |

|---|---|

| Qwen/Qwen3.8-27B (base) | 0.5 |

| ukisai/Swift-1.5-Qwen3.8-27b | 1.0 |

| Jackrong/Qwopus3.8-27B-Flash | 1.0 |

| TeichAI/Qwen3.8-27B-Fable-Distill | 0.9 |

| DavidAU/Qwen3.8-27B-TURBO-Fable-Cold-Fusion | 0.7 |

| huihui-ai/Huihui-Qwen3.8-27B-abliterated | 0.5 |

| ukisai/Swift-Qwen3.8-27b | 0.5 |

All 850 language-model tensors line up across the seven checkpoints. The MTP head is dropped. Config in recipe.json.

Use

Turn thinking off for straight answers (chat_template_kwargs: {"enable_thinking": false}).

llama-server -hf WineryLabs/Winery-Qwen3.8-27B-GrandCru-GGUF -c 32768
ollama run hf.co/WineryLabs/Winery-Qwen3.8-27B-GrandCru-GGUF

Needs about 30 GB of VRAM + RAM combined; llama.cpp's --fit spreads it across a 16 GB GPU and system RAM. Works in llama.cpp (recent builds with Qwen3.8 support), Jan, LM Studio and the Winery app.

Licence

The Swift weights carry the Swift Open License v1.0 (LICENSE); Qwen3.8-27B and the other donors are Apache 2.0 (LICENSE-APACHE-2.0). Attribution in NOTICE.

Copyright 2026 UkisAI. Swift Contribution licensed under the Swift Open License v1.0 (https://huggingface.co/ukisai/Swift-1.5-Qwen3.8-27b/blob/main/LICENSE). Derivative of Qwen3.8-27B, Copyright 2026 Alibaba Cloud, Apache License 2.0.