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Average Ratings 0 Ratings

Total
ease
features
design
support

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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

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/

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