Liquid Foundation Models

Models built for real-world constraints.

We’ve redefined what’s possible, 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

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.

Text Models

LFMs deliver powerful performance in a lightweight, customizable, and compute-efficient footprint for deployment in any environment.

• LFM2.5-2.6B

• LFM2.5-1.2B-Instruct

• LFM2.5-1.2B-Thinking

• LFM2.5-230M

• LFM2.5-350M

• LFM2.5-8B-A1B

• LFM2.5-1.2B-JP-202606

• LFM2-700M

• LFM2-24B-A2B

Vision-Language Models

Multimodal models using vision and text inputs and outputs with capabilities designed for low latency and device aware deployment.

• LFM2.5-VL-3B

• LFM2.5-VL-1.6B

• LFM2.5-VL-450M

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.

• LFM2.5-Audio-1.5B

• LFM2.5-Audio-1.5B-JP

Nano Models

Tiny customized models for specific tasks and knowledge.

• LFM2.5-Encoder-350M

• LFM2.5-Encoder-230M

• LFM2.5-Embedding-350M

• LFM2.5-ColBERT-350M

• LFM2.5-VL-450M-Extract

• LFM2.5-VL-1.6B-Extract

• LFM2-350M-Math

• LFM2-350M-PII-Extract-JP

• LFM2-2.6B-Transcript

• LFM2-350M-ENJP-MT

Custom Models

Purpose-built LFMs shaped around your data, use case, and constraints.

• We’ll help you build the model you need.
• 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.