LFM2-2.6B

Highly capable 2.6B parameter model for deployment on most phones and laptops

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LFM2-2.6B is a versatile mid-sized model delivering strong performance across chat, reasoning, and tool-calling tasks. Optimized for deployment on consumer devices including phones and laptops.

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Specifications

Property	Value
Parameters	2.6B
Context Length	32K tokens
Architecture	LFM2 (Dense)

On-Device

Runs on phones and laptops

Tool Calling

Native function calling support

Fine-tunable

TRL compatible (SFT, DPO, GRPO)

Quick Start

Transformers

llama.cpp

vLLM

SGLang