---

license: other

license_name: lfm1.0

license_link: https://huggingface.co/LiquidAI/LFM2.5-1.2B-Instruct/blob/main/LICENSE

base_model:

• LiquidAI/LFM2.5-1.2B-Instruct
• huihui-ai/Huihui-LFM2.5-1.2B-Instruct-abliterated
• LiquidAI/LFM2.5-1.2B-Base
• yasserrmd/GLM4.7-Distill-LFM2.5-1.2B
• DavidAU/LFM2.5-1.2B-Instruct-Thinking-Claude-High-Reasoning
• DavidAU/LFM2.5-1.2B-MEGABRAIN-Thinking-Claude-Polaris-Deepseek-GLM

base_model_relation: merge

library_name: gguf

pipeline_tag: text-generation

tags: [gguf, merge, lfm2.5, liquid, winery, llama.cpp, breadcrumbs]

---

<p align="center"><a href="https://huggingface.co/WineryLabs"><img src="https://winery-api-zandy.zocomputer.io/card/m/lfm.svg" alt="Winery LFM2.5-1.2B-GrandCru" width="100%"/></a></p>

🍷 Winery LFM2.5 1.2B · Liquid Grand Cru

A Breadcrumbs merge of five LFM2.5-1.2B fine-tunes on top of LiquidAI's Instruct, blended with the Winery fusion compiler. It's 1.17B params and 1.25 GB at Q8_0. LFM2.5's hybrid conv/attention design makes it one of the fastest models in its class on phone CPUs.

Recipe

Breadcrumbs (density 0.85) over LiquidAI/LFM2.5-1.2B-Instruct, norms averaged linearly:

| Donor | Weight |

|---|---|

| huihui-ai/Huihui-LFM2.5-1.2B-Instruct-abliterated | 1.00 |

| LiquidAI/LFM2.5-1.2B-Base | 0.80 |

| yasserrmd/GLM4.7-Distill-LFM2.5-1.2B | 0.55 |

| DavidAU/LFM2.5-1.2B-Instruct-Thinking-Claude-High-Reasoning | 0.50 |

| DavidAU/LFM2.5-1.2B-MEGABRAIN-Thinking-Claude-Polaris-Deepseek-GLM | 0.45 |

name Liquid Grand Cru
out q8_0
default breadcrumbs 0.85 1.0,0.8,0.55,0.5,0.45
tensor *norm* linear

Scores (local quick bench, 0-shot chat)

MMLU 200 / ARC-Challenge 150 / GSM8K 60 questions, run through llama-server.

| Model | MMLU | ARC-C | GSM8K | Avg |

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

| Liquid Grand Cru (this) | 40.0 | 62.0 | 78.3 | 60.1 |

| Best donor (Huihui abliterated) | | | | 57.5 |

| LiquidAI/LFM2.5-1.2B-Base | | | | 56.3 |

| LiquidAI/LFM2.5-1.2B-Instruct (stock) | | | | 52.1 |

Small-sample numbers from our own harness, so treat them as directional only.

Use

Works in llama.cpp (builds with LFM2 support), Jan, LM Studio and the Winery app.

llama-cli -m Winery-LFM2.5-1.2B-GrandCru-Q8_0.gguf -cnv

Licensed under the LFM Open License v1.0 inherited from LiquidAI. One donor is abliterated, so it refuses less than stock.