FAQ

Frequently asked questions.

  • 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.

  • We offer on-demand support via our documents portal, accessible to everyone. Customized individual support is available via our startups program and enterprise engagements

    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.

  • 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. 

  • 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.

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

  • Yes. We have built an on-prem LFM customization stack available for purchase to enterprises. LFMs can be rapidly fine-tuned, specialized, and optimized for local, private, safety-critical, and latency-bound use cases for enterprise applications – all within the security of your enterprise firewall.

  • Yes. Get in touch with our team to license or purchase LFMs from our library of best-in-class models.

    LFMs also come with two software stacks for deployment and customization: 1) LFM inference stack and 2) LFM customization stack. We currently prioritize working with clients on enabling edge and on-prem use cases. Connect with our team to learn more about our business model.

  • Our models are open source. See our license.

  • Liquid Foundation Models (LFMs) solve for latency, privacy, and cost. That covers real-time mobile assistants, private enterprise apps, safety-critical systems, and high-volume workloads where cloud API pricing doesn't scale. See our use case demos at https://demos.liquid.ai or browser our solutions.

  • Our models can be tested via Chat on Liquid Playground. We are offering API access to LFMs for select partners. Please contact our sales team to learn more.