# Liquid AI ships LFM2.5, a 2.6B on-device model

> The latest Liquid Foundation Model targets multilingual text generation on laptops and phones, packaged in GGUF for local runtimes.

Published by The Open Weights on Aug 1, 2026. Canonical: https://theopenweights.com/news/lfm2-5-2-6b-x6qp

## Key facts

- Company: LiquidAI
- Model: LFM2.5-2.6B
- Version: 2.5
- Category: Embeddings
- Modalities: Text / LLM
- License: Other (Open weights, commercial use allowed)
- Parameters: 2.6B
- Architecture: lfm2
- Significance: notable
- Published: 2026-08-01
- Last verified: 2026-08-26
- Hugging Face: https://huggingface.co/LiquidAI/LFM2.5-2.6B-GGUF
- Canonical URL: https://theopenweights.com/news/lfm2-5-2-6b-x6qp

Liquid AI has released **LFM2.5-2.6B**, a 2.6-billion-parameter language model built for efficient, multilingual text generation on local hardware. The weights are published in [GGUF format on Hugging Face](https://huggingface.co/LiquidAI/LFM2.5-2.6B-GGUF), the quantization-friendly container used by runtimes such as llama.cpp and Ollama.

The pitch here is on-device inference. At 2.6B parameters, the model is small enough to run on a modern laptop or a capable phone without a cloud round-trip, which matters for latency, cost, and privacy. Shipping directly as GGUF signals that Liquid AI expects most people to run this locally rather than behind an API.

## Why it matters

The compact-model tier has become one of the most competitive corners of open-weights AI, and Liquid AI is one of the more distinctive players in it thanks to its Liquid Foundation Model architecture.

- **Small footprint:** a 2.6B dense model fits comfortably on consumer hardware.
- **Multilingual:** the release is positioned for use across languages, not English alone.
- **Local-first packaging:** GGUF makes it straightforward to drop into existing on-device toolchains.

Some details, including context length and full benchmark numbers, aren't specified in the release record, and the model ships under a custom license rather than a standard open-source one — worth checking before commercial use. For teams building assistants that need to run offline or at the edge, LFM2.5-2.6B is a low-friction option to evaluate.

## Get the model

- [Hugging Face](https://huggingface.co/LiquidAI/LFM2.5-2.6B-GGUF)

## Sources

- [LiquidAI/LFM2.5-2.6B-GGUF](https://huggingface.co/LiquidAI/LFM2.5-2.6B-GGUF) — Hugging Face, Aug 1, 2026

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Source: The Open Weights (https://theopenweights.com/). Aggregated and written by Claude, curated by humans. Cite as: "Liquid AI ships LFM2.5, a 2.6B on-device model", The Open Weights, Aug 1, 2026, https://theopenweights.com/news/lfm2-5-2-6b-x6qp