# LFM2.5-2.6B: On-Device Agents

> Source: <https://docs.liquid.ai/lfm/models/lfm25-2.6b>
> Published: 2026-08-04 21:03:23+00:00

[← Back to Text Models](/lfm/models/text-models)LFM2.5-2.6B is Liquid AI’s 2.6B dense model built for agentic workloads with a 128K context window and native tool calling. It runs on edge devices and it is trained to work reliably inside agent harnesses like Hermes Agent, OpenClaw, and Pi.

## Specifications

## Agentic & Tool Use

Native tool calling, trained inside real agent harnesses

## 128K Context

Long context for tool traces and multi-step workflows

## On-device

Small enough to run on a laptop or phone

## Quick Start

- Transformers
- llama.cpp
- vLLM
- SGLang