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LFM2.5-2.6B

Liquid AIOpen WeightLFM Open License v1.0 · Commercial OK

Description

LFM2.5-2.6B is Liquid AI's open-weight 2.6B dense hybrid text→text model (LFM2 architecture) post-trained for on-device agentic workloads: planning, native tool calling, and multi-step tasks. ~2.69B parameters, trained on ~34T tokens, 128K context (131,072 tokens), 128K vocabulary. Always thinks before answering. Day-one support for Transformers, vLLM, SGLang, llama.cpp, MLX, and ONNX. Hugging Face: LiquidAI/LFM2.5-2.6B (+ Base). License: LFM Open License v1.0 (lfm1.0). Catalog benches include AIME25, LiveCodeBench v6, IFBench, Multi-IF, BFCL-v4, PinchBench, Claw-Eval, τ³-Banking 0.0567 (Liquid harness; scale differs from some AA τ³ rows), and aa-omniscience-index −29.50 (signed). No catalog id for ToolSandbox 77.83, BrowseComp+ (OpenClaw) 26.89, or IFStruct 85.49 — recorded here only. Sources: https://www.liquid.ai/blog/lfm2-5-2-6b · https://huggingface.co/LiquidAI/LFM2.5-2.6B. No official hosted provider row in this catalog (no sibling Liquid/OpenRouter provider pattern present); OpenRouter free route liquid/lfm-2.5-2.6b:free exists externally but was not added.

Release Date
2026-08-04
Parameters
2.7B
Context Length
66K
Modalities
text

Capability Radar

8
general
9
coding
56
reasoning
31
science
30
agents
0
multimodal

Rankings

Domain#RankScoreSource
Agentic Capability108
34.0
LS
Code Ranking488
8.0
AA
General Ranking537
10.0
AA
Science420
24.0
AA

Benchmark Scores (LLM Stats)

(LLM Stats (zeroeval))

Agents

Tau3 Banking5.7%SR

Chat

Multi-IF80.1%SR

Code

PinchBench68.2%SR
Claw-Eval62.8%SR

Instruction Following

IFBench59.2%SR

Knowledge

AA-Omniscience Index-29.50 / 200SR

Math

AIME 202551.9%SR

Reasoning

LiveCodeBench v659.4%SR

Tool Calling

BFCL-V456.9%SR

AA Evaluation Indices

(Artificial Analysis)
Gpqa(NYU + Cohere + Anthropic (2023))
55.8
Scicode(UIUC + Argonne National Lab (2024))
14.4
Intelligence Index(Artificial Analysis)
8.4
Coding Index(Artificial Analysis)
7.7
Tau Banking
7.2
Hle(Center for AI Safety + Scale AI (2025))
6.2
Lcr(Artificial Analysis)
5.7
Terminalbench V2 1
4.5

LLM Stats Category Scores

(LLM Stats (zeroeval))
Chat
80
Language
80
Structured Output
80
Communication
80
Instruction Following
70
Code
70
Math
50
Agents
50
Tool Calling
30
General
0
Reasoning
0
Knowledge
0
Science
0

Pricing

Input PriceFree
Output PriceFree
Blended Price (3:1)Free

Speed

Tokens/sec0.0
Time to First Token0.00s
Time to Answer0.00s

Provider Price Ranking

No provider data available

External Sources