Why Liquid

AI that works where you need it, how you need it.

Private, accessible, scalable

We engineered our models to deliver high-performance AI without ever relying on the cloud— so your data is safe.

Built for the edge

Our models are tailored for compute-constrained environments, with low memory usage and costs.

Real-time performance, no latency

We deliver real-time performance by removing cloud dependencies and instantly processing multi-modal inputs.

SLMs

Optimized for low-power, high-efficiency, CPU-only.

Performance

Best-in-class performance, 
across all modalities.

Liquid Small Language Models outperforms leading SLMs, even those slightly larger.

Explore our models

Head to head evaluation of chat capabilities in English*

LFM-1BLFM-1B
*Based on a collection of 1,000 real conversations

Head to head evaluation of chat capabilities in English*

LFM-3BLFM-3B
*Based on a collection of 1,000 real conversations

Head to head evaluation of chat capabilities in English*

LFM-7BLFM-7B
*Based on a collection of 1,000 real conversations
Purpose-built

Built for efficient inference at the edge.

Our models are memory-optimized and tuned for real-time deployment on constrained hardware.

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Fig.1. Total inference memory footprint of different language models vs. the input+generation length.
Fig.1. Total inference memory footprint of different language models vs. the input+generation length.
Efficient

Ultra-low Time to First Token.

Liquid AI is engineered for ultra-low Time to First Token (TTFT) and high throughput (tok/sec) across all modalities.

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On mid-range mobile

< 1 s

Time to First Token (TTFT)

On high-end mobile SoCs

< 400 ms

Time to First Token (TTFT)

Co-development

We help your team build the ideal solution.

We manage the complete model lifecycle, so your team can focus on strategic objectives rather than operational complexity.

Data generation and curation

We generate synthetic, labeled, or multimodal data at scale, ensuring high-quality data optimized for your use case.

Model training and evaluation

We rapidly develop and rigorously validate custom models, guaranteeing performance aligned with your requirements.

Optimization for production

We optimize models precisely for your hardware environment, including CPUs, GPUs, automotive-grade chips, mobile devices, and edge deployments.

Collaborative partnership

We work transparently, enabling your teams to extend or adapt models independently via fine-tuning, Retrieval-Augmented Generation (RAG), or custom integration.

Proven track record

We have successfully delivered specialized LFM solutions to leading global enterprises, demonstrating clear improvements at all levels.

Clear return on investment

Our pricing model offers predictable costs and demonstrable ROI through reduced inference expenses, accelerated project timelines, and superior model accuracy.

Learn more about how we can work with your team.

Contact us
Fine-tuning

Fine-tune Liquid Models on your own terms, from your own premise.

The power of model customization, directly into your hands.

Whether you're optimizing for domain accuracy, response style, or hardware footprint, FT CLI gives your team direct access to the internals of Liquid’s small, fast models — from prompt adapters to fully custom fine-tunes.

The power of model customization, directly into your hands.
Deployment

AI that fits your hardware and your business.

Run real-time models on-device. No cloud, no delay, no GPU needed.

Our adaptive inference engines are optimized for performance, memory efficiency, and minimal latency across all environments.

Smartphone

Laptop

Automotive

Run real-time models on-device. No cloud, no delay, no GPU needed.
Customer stories

Real results. Real customers. Powered by Liquid.

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Power your business, workflows, and engineers with Liquid AI

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