Text Models
LFMs deliver powerful performance in a lightweight, customizable, and compute-efficient footprint for deployment in any environment.
Liquid Foundation Models
Models built for real-world constraints.
We’ve redefined what’s possible with our proprietary architecture, designed for efficiency, speed, and real-world deployment on any device.
From wearables to robotics, phones, laptops, cars, and more, LFMs run seamlessly on GPUs, CPUs, or NPUs, making intelligence accessible everywhere.
Explore LFMs
All our models leverage Liquid Neural Networks, a proprietary architecture rooted in dynamical systems and signal processing, to deliver frontier-grade intelligence at a fraction of the compute, on any hardware, on or off the cloud.
Every LFM is free to download, run, and fine-tune — including commercially — until your company passes $10M in annual revenue. See pricing & licensing
Vision-Language Models
Multimodal models using vision and text inputs and outputs with capabilities designed for low latency and device aware deployment.
Audio Model
End-to-end foundation model for audio and text generation. Designed for low latency, it enables responsive, high-quality conversations with only 1.5 billion parameters.
Nano Models
Tiny customized models for specific tasks and knowledge.
- LFM2.5-1.2B-Instruct
- LFM2.5-Embedding-350M
- LFM2.5-ColBERT-350M
- LFM2.5-VL-450M-Extract
- LFM2.5-VL-1.6B-Extract
- LFM2-2.6B-Exp
- LFM2-350M-Math
- LFM2-350M-PII-Extract-JP
- LFM2-2.6B-Transcript
- LFM2-350M-ENJP-MT
- LFM2-350M-ExtractDeprecated
- LFM2-1.2B-ExtractDeprecated
- LFM2-1.2B-RAGDeprecated
- LFM2-ColBERT-350MDeprecated
- LFM2-1.2B-ToolDeprecated
- ShieldFlow (LFM PII)
- LFM2-2.6B-MMAI
Custom Models
Purpose-built LFMs shaped around your data, use case, and constraints.
- Don’t see the model you need?Request a model
- Want to train an LFM on your own data?Explore fine-tuning
Built for efficient inference everywhere you need it.
Unmatched speed, quality, and memory-efficiency on the edge, or in the cloud.
Whether deploying on smartphones, laptops, vehicles, or any other device, LFMs run efficiently on CPU, GPU, and NPU hardware. Designed for millisecond latency, on-device resilience, and data privacy, LFMs unlock the full potential of local, cloud, and hybrid AI across industries.
Decode throughput on Galaxy S26 Ultra · SM8850 · CPU · llama.cpp b9050 · Android · Q4_K_M
Each device runs its platform's native runtime config.
