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Liquid AI开发高效的AI系统,使用灵活的神经网络灵感源自C. elegans。

4.5 (6)
Daniel Nikulshyn审阅者 Daniel Nikulshyn·更新 2026年6月

概览

Liquid AI 使用受秀丽线虫启发的液态神经网络,研发高效的 AI 系统。它们致力于在各个规模实现通用 AI,并关注效率与可部署性。Liquid AI 提供 Liquid Foundation Models(LFMs),可在不同运行时进行微调和部署。其 LEAP SDK 使 AI 模型的快速定制和部署成为可能。 他们的目标是在不同领域(如手机、笔记本电脑、汽车,甚至太空)为智能设备和系统提供动力,同时解决延迟、隐私和硬件约束。公司已与包括 Mercedes-Benz 在内的其他组织合作,以扩大嵌入式智能的应用规模。 Liquid AI 还探索人工智能研究前沿,公开发表关于液态神经网络、状态空间模型以及新的训练方法的论文。 它们的模型被设计为可以在任何环境中运行,从边缘到云端,并已针对特定用例进行优化,支持快速定制以实现最佳性能。

主要功能

  • Liquid Foundation Models (LFMs)
  • LEAP SDK用于快速定制和部署
  • 精细调优AI模型
  • 支持各种运行时
  • 与合作伙伴企业进行整合

价格

模型
Contact for pricing
评分
4.5 / 5 (6)

使用场景

边缘AI模型

将紧凑的灵活神经网络模型部署到边缘设备,在计算、内存和功耗受限的环境中进行部署。

适应性时序建模

使用灵活网络分析连续、动态数据流源于C. elegans神经元架构。

生物灵感AI研究

探索超越传统Transformer神经网络的替代结构,用于学术和实用AI研究。

优点 & 缺点

优点

  • 高效的AI系统
  • 可部署在各种运行时
  • 快速定制使用LEAP SDK
  • 与组织像大众汽车展开合作
  • 开源研究报告

缺点

  • 有关具体用例的有限信息
  • 没有清晰的价格或定价模型信息

对决战绩

在万神殿中参与了 1 对决。

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Last battle

评测

4.5

6 个评分的平均值。

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登录以留下评测。

Ahmed Saleh

Ahmed Saleh

Apr 11, 2026

Years in this space

I've evaluated a lot of these over the years. What stands out here is the integrations — handled better than most — and the value for money is strong. Pricing gets steep at scale is my one real gripe. Worth the time if this is your use case.

MB

Marcus Bell

Apr 5, 2026

Does the job

Pretty happy overall. The automation just works and it saves real time. The mobile experience lags can be annoying, but no dealbreakers — I'd recommend it to a friend without hesitating.

Robert Ainsworth

Robert Ainsworth

Feb 2, 2026

Compared a few options

Evaluated this against two competitors. Where it wins: the core workflow and the value for money is strong. On balance the feature set — especially the automation — justifies the 5 stars for our use case.

NP

Nadia Petrova

Dec 16, 2025

Does the job

Pretty happy overall. The dashboard just works and it saves real time. but no dealbreakers — I'd recommend it to a friend without hesitating.

Aaliyah Johnson

Aaliyah Johnson

Nov 3, 2025

Skeptical, then convinced

I went in skeptical — most tools in this space overpromise. It actually delivers on the dashboard, and it is genuinely easy to set up caught me off guard. A few rough edges remain is why this isn't a perfect score, still, I'd recommend giving it a real trial.

Liam O’Connor

Liam O’Connor

Oct 22, 2025

Skeptical, then convinced

I went in skeptical — most tools in this space overpromise. It actually delivers on the API, and it is genuinely easy to set up caught me off guard. still, I'd recommend giving it a real trial.

问答

Does Liquid offer any self-service enterprise packages?

We do not currently offer a hosted API of our own. We offer certain models on playground (free with rate limits) and Openrouter (paid with higher limits). For businesses looking to further build self-service with our models, all of our models are available for direct download on Hugging Face. In addition, the majority of our models are offered for customization and deployment through our LEAP platform. If you would like customized support please get in touch with our sales team.

Asked by Kwabena Asante · Sep 22, 2025

What type of support does Liquid offer for its models and products?

Join our Discord, follow us on X and LinkedIn for announcements for more live training and support opportunities through our hackathons or ask me anything sessions. Or get in touch with us via our contact form, we do our best to respond promptly.

Asked by Ulrik Madsen · Sep 18, 2025

Can I use Liquid’s open source tools to create commercial products?

All organizations who wish to use LFMs for commercial should get in touch with our sales team to define terms. We offer custom pricing based on use case for businesses generating more than $10M per year in annual revenue. We offer exemptions for organizations that do not exceed $10M in annual revenue each year.

Asked by Wanjiru Kamau · Sep 11, 2025

Do you provide tools or a platform to specialize and deploy non-Liquid models?

Liquid provides everything you need to build edge AI applications, from model selection to inference, in one cohesive toolchain. With Liquid Edge AI Platform (LEAP), you easily find the best Liquid model for your task and constraints, customize it to your task, evaluate it, and test it instantly on your device.

Asked by Lorenzo Bianchi · Sep 5, 2025

Where can I learn more about Liquid Foundation Models?

Read more about our research on various aspects of LFMs on our Research page, and follow us on X and LinkedIn.

Asked by Odalys Reyes · Jul 26, 2025

提问

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