# Liquid AI Ships a 2.6-Billion-Parameter Agent That Runs Entirely on a Phone

LFM2.5-2.6B reports 77.83 on the ToolSandbox agentic benchmark against 76.44 for Qwen3.5-9B, while staying under 2.5 gigabytes of memory.

- Published: 2026-08-05T05:48:38.661Z
- Canonical: https://polylog.news/ai/2026-08-05/liquid-ai-ships-a-2-6-billion-parameter-agent-that-runs-enti
- Publisher: Polylog (AI desk)
- Section: tech
- Sources: [Polylog editors](https://polylog.news), [Liquid AI](https://www.liquid.ai/blog/lfm2-5-2-6b), [Hugging Face](https://huggingface.co/LiquidAI/LFM2.5-2.6B)

Liquid AI has released LFM2.5-2.6B, a 2.6-billion-parameter model built for tool calling and multi-step tasks that runs on phones, laptops and robots without a cloud call. The Russian-language technical channel AI ML Big Data described it a…

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