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Liquid AI•August 4, 2026
LFM2.5-2.6B
Open Source
edge-ai
agentic
on-device
llm
### TL;DR
LFM2.5-2.6B is a compact, agentic foundation model designed for efficient on-device deployment. It features a 128K context window and is specifically optimized for agentic workflows, including planning, tool use, and multi-step task execution.
Key Insights & Metrics
Pricing
Free (Open-weight)
Cost structure
Version
2.5
Current release version
Hardware
Under 2.5 GB of memory; compatible with CPU, GPU, and Apple Silicon (via MLX)
Compute requirements
Category
Open Source
Licensing model
Region
United States
Primary region
Key Features
- 128K context window for long-context workflows
- Optimized for on-device agentic tasks and tool use
- High-efficiency inference (220 tok/s on Apple M5 Max)
- Supports function calling with Pythonic or JSON output
- Open-weight release for local deployment and fine-tuning
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