Liquid Foundation Models

A powerful enterprise-scale model, built for zero-shot accuracy across cloud and on-prem GPU deployments. Designed for high-throughput AI tasks, but not meant for fine-tuning or CPU deployment.

Vision, voice and predictive AI

Multilingual

Fine-tuning support

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BioLFM

Our specialized biotech model, designed for protein engineering, molecular modeling, and drug discovery applications.

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Scalable, high-performance AI across all environments.

Model

LFM-1.3B

LFM-3B

LFM-7B

LFM-40B

Purpose

Ideal for embedded devices.

The smallest language foundation model to be fine-tuned for narrow use-cases.

Ideal for smartphones.

A mid-sized language foundation model able to be fine-tuned for narrow use-cases.

Ideal for laptops.

Our largest language foundation model to be fine-tuned for narrow use-cases.

Ideal for targeting GPUs  for cloud and on-prem.

A powerful language foundation model built to deliver top-tier zero-shot accuracy and unparalleled performance.

Fine-tuning CLI Support

Edge Deployment Stack

not meant to be finetuned

Edge Deployment Stack

CPU

On-prem Deployment Stack

CPU

not meant to be deployed on CPU

On-prem Deployment Stack

GPU

Fine-tuning CLI Support

GPU

Languages

in base model

Languages

in base model

English

English, Spanish, German, French, Arabic, Japanese, Korean, Chinese

English, Spanish, German, French, Arabic, Japanese, Korean, Chinese, Brazilian Portuguese

Models that excel across category sizes, unlocking new uses.

Benchmarks

Our new generation of generative AI models achieves state-of-the-art performance at every scale.

Models

LFM-1.3B

LFM-3B

LFM-7B

LFM-40B

Context length
(tokens)

32k

MMLU
(5-shot)

58.55

66.16

69.34

78.76

MMLU-Pro
(5-shot)

30.65

38.41

42.42

55.63

Hellaswag
(10-shot)

67.28

71.31

83.07

82.07

ARC-C
(25-shot)

54.95

57.94

70.56

67.24

GSM8K
(5-shot)

55.34

44.28

76.04

Fig.1. Performance of LLMs across automated benchmarks.

Performance

The best performance-to-size tradeoff across all categories.

Fig.2.LFMs offer a new best performance/size tradeoff in the 1B, 3B, and 12B (active parameters) categories.

Memory efficiency

Liquid models are over 3x more memory efficient than leading providers as input increases.

Fig.3.Total inference memory footprint of different language models vs. the input+generation length.

Frequently asked questions.

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Faster, smarter, leaner AI models.

A model for every scale, every deployment.

LFM-1.3B

LFM-3B

LFM-7B

LFM-40B (A12B)

BioLFM

Not sure which model could work for you? We’re here to help.

Scalable, high-performance AI across all environments.

Models that excel across category sizes, unlocking new uses.

Our new generation of generative AI models achieves state-of-the-art performance at every scale.

The best performance-to-size tradeoff across all categories.

Liquid models are over 3x more memory efficient than leading providers as input increases.

Frequently asked questions.

Power your business, workflows, and engineers with Liquid AI

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