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What is NeuroSplit?

NeuroSplit represents a groundbreaking advancement in adaptive-inferencing technology that uses an innovative "slicing" technique to dynamically divide a neural network's connections in real time, resulting in the formation of two coordinated sub-models; one that handles the initial layers locally on the user's device and the other that transfers the remaining layers to cloud-based GPUs. This strategy not only optimizes underutilized local computational resources but can also significantly decrease server costs by up to 60%, all while ensuring exceptional performance and precision. Integrated within Skymel’s Orchestrator Agent platform, NeuroSplit adeptly manages each inference request across a range of devices and cloud environments, guided by specific parameters such as latency, financial considerations, or resource constraints, while also automatically implementing fallback solutions and model selection based on user intent to maintain consistent reliability amid varying network conditions. Furthermore, its decentralized architecture enhances security by incorporating features such as end-to-end encryption, role-based access controls, and distinct execution contexts, thereby ensuring a secure experience for users. To augment its functionality, NeuroSplit provides real-time analytics dashboards that present critical insights into performance metrics like cost efficiency, throughput, and latency, empowering users to make data-driven decisions. Ultimately, by merging efficiency, security, and user-friendliness, NeuroSplit establishes itself as a premier choice within the field of adaptive inference technologies, paving the way for future innovations and applications in this growing domain.

What is LEAP?

The LEAP Edge AI Platform provides an all-encompassing on-device AI toolchain enabling developers to construct edge AI applications, covering aspects from model selection to direct inference on the device itself. This innovative platform includes a best-model search engine that efficiently identifies the ideal model tailored to specific tasks and hardware constraints, alongside a variety of pre-trained model bundles available for quick download. Furthermore, it offers fine-tuning capabilities, complete with GPU-optimized scripts, allowing for the customization of models such as LFM2 to meet specific application needs. With its support for vision-enabled features across multiple platforms including iOS, Android, and laptops, the platform also integrates function-calling capabilities that enable AI models to interact with external systems via structured outputs. For effortless deployment, LEAP provides an Edge SDK that allows developers to load and query models locally, simulating cloud API functions while working completely offline. Additionally, its model bundling service simplifies the process of packaging any compatible model or checkpoint into an optimized bundle for edge deployment. This extensive array of tools guarantees that developers are well-equipped to efficiently and effectively build and launch advanced AI applications, ensuring a streamlined development process that caters to modern technological demands.

Media

Media

Integrations Supported

JavaScript
Liquid AI
Python
Swift

Integrations Supported

JavaScript
Liquid AI
Python
Swift

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

Free
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Skymel

Company Location

United States

Company Website

skymel.com/neurosplit.html

Company Facts

Organization Name

Liquid AI

Date Founded

2023

Company Location

United States

Company Website

leap.liquid.ai/platform

Categories and Features

Categories and Features

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