LFM2.5

LFM2.5

Liquid AI
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About

Liquid AI’s LFM2.5 is the next generation of on-device AI foundation models designed to deliver high-performance, efficient AI inference on edge devices such as phones, laptops, vehicles, IoT systems, and embedded hardware without relying on cloud compute. It extends the previous LFM2 architecture by significantly increasing the pretraining scale and reinforcement learning stages, yielding a family of hybrid models around 1.2 billion parameters that balance instruction following, reasoning, and multimodal capabilities for real-world agentic use cases. The LFM2.5 family includes Base (for fine-tuning and customization), Instruct (general-purpose instruction-tuned), Japanese-optimized, Vision-Language, and Audio-Language variants, all optimized for fast, on-device inference under tight memory constraints and available as open-weight models deployable via frameworks like llama.cpp, MLX, vLLM, and ONNX.

About

​Moondream is an open source vision language model designed for efficient image understanding across various devices, including servers, PCs, mobile phones, and edge devices. It offers two primary variants, Moondream 2B, a 1.9-billion-parameter model providing robust performance for general-purpose tasks, and Moondream 0.5B, a compact 500-million-parameter model optimized for resource-constrained hardware. Both models support quantization formats like fp16, int8, and int4, allowing for reduced memory usage without significant performance loss. Moondream's capabilities include generating detailed image captions, answering visual queries, performing object detection, and pinpointing specific items within images. Its design emphasizes versatility and accessibility, enabling deployment across a wide range of platforms. ​

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Developers and organizations building on-device AI applications and intelligent agents that need efficient, high-quality AI models capable of running locally on consumer, edge, or embedded hardware

Audience

Developers and researchers in search of a solution for integrating advanced image understanding into applications across diverse devices

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version
Free Trial

Pricing

Free
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Liquid AI
Founded: 2023
United States
www.liquid.ai/blog/introducing-lfm2-5-the-next-generation-of-on-device-ai

Company Information

Moondream
Founded: 2024
United States
moondream.ai/

Alternatives

Alternatives

SmolVLM

SmolVLM

Hugging Face
Pixtral Large

Pixtral Large

Mistral AI
HunyuanOCR

HunyuanOCR

Tencent
Mistral Small

Mistral Small

Mistral AI
MedGemma

MedGemma

Google DeepMind
Qwen2

Qwen2

Alibaba
GLM-4.1V

GLM-4.1V

Zhipu AI

Categories

Categories

Integrations

Amazon Bedrock
ElevenLabs
Gemma 3
Gemma 4
Hugging Face
LEAP
Lens
Llama
Llama 3.2
Photon
Qwen3

Integrations

Amazon Bedrock
ElevenLabs
Gemma 3
Gemma 4
Hugging Face
LEAP
Lens
Llama
Llama 3.2
Photon
Qwen3
Claim LFM2.5 and update features and information
Claim LFM2.5 and update features and information
Claim Moondream and update features and information
Claim Moondream and update features and information