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Average Ratings 0 Ratings
Description
LFM3 represents Liquid AI's suite of streamlined, open-weight foundational models designed for a variety of applications, including text, vision, audio, and multimodal tasks. This lineup features variants for text generation, vision-language processing, audio, omni tasks, and decision-making models. Developers have the option to download the model weights, customize the supported models via fine-tuning, and deploy them on local edge hardware, or alternatively, utilize Liquid AI’s hosted API for access. Potential applications encompass conversational agents, tool invocation, speech transcription and synthesis, understanding of images and videos, document extraction, classification, routing, and robotics functionalities. LFM3 aims to cater to developers, researchers, and organizations focused on creating tailored AI solutions that require adaptable deployment options, including the ability for local inference. Furthermore, the open-weight models operate under Liquid AI’s LFM Open License, where the eligibility for commercial use and its associated terms are contingent upon the annual revenue of the organization. This flexibility allows users to tailor their AI implementations precisely to their needs, enhancing the overall utility of the models.
Description
Overshoot offers a comprehensive developer infrastructure for applications that require real-time video comprehension with minimal delay. Developers can initiate a stream and share inputs from cameras, screens, or videos via LiveKit, while also being able to query specific frames or time segments through hosted vision-language models via an OpenAI-compatible chat-completions interface. The platform efficiently manages the processes of live video ingestion, model serving, routing, stream lifecycle, and multimodal preprocessing. This allows applications to obtain either natural-language responses or structured JSON outputs without the need to maintain a dedicated GPU fleet or create a bespoke real-time video inference system. Overshoot is particularly well-suited for use cases in robotics, physical security, gaming, sports analytics, screen comprehension, industrial automation, and camera-based agents, making it a versatile tool for various industries. By simplifying the integration of live video processing, it empowers developers to focus on innovation rather than infrastructural complexities.
API Access
Has API
Yes
API Access
Has API
No
Screenshots View All
No images available
Integrations
Hugging Face
Yes
Hugging Face Transformers
Yes
LM Studio
Yes
Ollama
Yes
OpenRouter
Yes
Unsloth
Yes
Vercel AI Gateway
Yes
vLLM
Yes
Integrations
Hugging Face
No
Hugging Face Transformers
No
LM Studio
No
Ollama
No
OpenRouter
No
Unsloth
No
Vercel AI Gateway
No
vLLM
No
Pricing Details
$0.08/MTok
LFM3-1.7B API usage is $0.08 per million input tokens, $0.02 per million cached input tokens, and $0.20 per million output tokens. New organizations receive $2 in API credit. Open-weight models can be used in production free by developers, researchers, nonprofits, and businesses with less than $10 million in annual revenue; businesses above that threshold require a paid license.
Free Trial
No
Free Version
Yes
Pricing Details
Usage-based pricing
Free Trial
No
Free Version
No
Deployment
Web-Based
Yes
On-Premises
Yes
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Vendor Details
Company Name
Liquid AI
Founded
2023
Country
United States
Website
www.liquid.ai/blog/lfm3
Vendor Details
Company Name
Overshoot
Founded
2025
Country
United States
Website
overshoot.ai/