LFM2.5

LFM2.5

Liquid AI
LFM2.5 ModelMatch

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LFM2.5:

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.
ModelMatch:

About

​ModelMatch is an online platform that allows users to compare top open source vision-language models for image-understanding tasks without the need for coding. Users can upload up to four images and input specific prompts to receive detailed analyses from multiple models simultaneously. It evaluates models ranging from 1 billion to 12 billion parameters, all of which are open source with commercial licenses. For each model, ModelMatch provides a quality score (1-10) based on the model's performance for the given use case, processing time metrics, and real-time status updates during processing.
LFM2.5:

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Supported
iPad Supported
Android Supported
Chromebook Not Supported
ModelMatch:

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported
LFM2.5:

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
ModelMatch:

Audience

Data scientists and machine learning engineers requiring a tool to evaluate and compare open source vision-language models for image analysis tasks
LFM2.5:

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported
ModelMatch:

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported
LFM2.5:

API

Offers API Not Supported
ModelMatch:

API

Offers API Not Supported
LFM2.5:

Screenshots and Videos

ModelMatch:

Screenshots and Videos

LFM2.5:

Pricing

Free
Free Version Supported
Free Trial Supported
ModelMatch:

Pricing

Free
Free Version Supported
Free Trial Not Supported
LFM2.5:

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
ModelMatch:

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
LFM2.5:

Training

Documentation Supported
Webinars Not Supported
Live Online Supported
In Person Not Supported
ModelMatch:

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported
LFM2.5:

Company Information

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

Company Information

ModelMatch
www.findbestmodel.app/
LFM2.5:

Alternatives

LFM3

LFM3

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ModelMatch:

Alternatives

LFM2.5:
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Muse Spark Open

Meta
5.0 out of 5 stars
ModelMatch:
Pixtral Large

Pixtral Large

Mistral AI
LFM2.5:
ModelMatch:
GLM-4.1V

GLM-4.1V

Z.ai
LFM2.5:
Qwen2

Qwen2

Alibaba
ModelMatch:
LFM2.5:
Recursive Flint

Recursive Flint

Recursive
ModelMatch:
ModelScope

ModelScope

Alibaba Cloud
LFM2.5:

Categories

AI Models Supported
ModelMatch:

Categories

AI Tools Supported
LFM2.5:

Integrations

Llama 3.2 Supported
Amazon Bedrock Supported
ElevenLabs Supported
Gemma 3 Supported
Gemma 4 Supported
Hugging Face Supported
Janus-Pro-7B Not Supported
LEAP Supported
Llama Supported
Pixtral Large Not Supported
Qwen3 Supported
ModelMatch:

Integrations

Llama 3.2 Supported
Amazon Bedrock Not Supported
ElevenLabs Not Supported
Gemma 3 Not Supported
Gemma 4 Not Supported
Hugging Face Not Supported
Janus-Pro-7B Supported
LEAP Not Supported
Llama Not Supported
Pixtral Large Supported
Qwen3 Not Supported
LFM2.5:
Claim LFM2.5 and update features and information
Claim LFM2.5 and update features and information
ModelMatch:
Claim ModelMatch and update features and information
Claim ModelMatch and update features and information