Building xybrid

github

Glenn Sonna  • Peerlist

<h3>Xybrid - Hybrid On-Device AI</h3>Xybrid is the operating layer for on-device AI that scales. It provides a unified API for any backend, enabling models to be shipped over the air and run on any platform and fallback to the cloud when necessary. It's a privacy-first, cost-optimized solution for running ML models, supporting any model on any platform.<ul><li>Hybrid Execution: Models can run on-device or in the cloud with intelligent routing based on factors like model size, available memory, battery life, and latency budget.</li><li>Zero Infrastructure: Eliminates the need for managing complex cloud infrastructure.</li><li>Privacy-First: Data stays on-device by default, with telemetry being opt-in and aggregated.</li><li>Cost-Optimized: Significantly reduces inference costs compared to cloud-only solutions, with on-device execution being free.</li><li>Broad Platform Support: Offers native SDKs for iOS, macOS, watchOS, tvOS, visionOS, Android, Flutter, Unity, Linux/Edge, and more.</li><li>Over-the-Air (OTA) Model Updates: Deploy new models without code changes, with options for canary, region-scoped, or fleet-wide rollouts.</li><li>Fleet Operations: A console interface allows for operating and monitoring AI model fleets at scale, including telemetry, device management, and model registry.</li><li>Extensive Model Support: Built for leading open-weight models, with day-0 support for new state-of-the-art models and automated artifact generation for various mobile and edge platforms.</li></ul>Key features include:<ul><li>One API for Every Backend: Seamlessly integrate AI models across diverse platforms.</li><li>Hybrid Routing: Dynamically route requests between on-device and cloud execution.</li><li>OTA Model Updates: Effortlessly update models without app store reviews.</li><li>Evals Across Runtimes: Compare model performance across different hardware and OS versions.</li><li>Per-Model Optimization: Automatically tune prompts for optimal performance on various backends.</li></ul>The Xybrid runtime is open source, providing flexibility and transparency. The platform offers additional features for fleet management and operations, with a generous free tier for smaller teams.

Xybrid - Hybrid On-Device AI

Hiragana Easy

Project realised in partnership with the Ministry of Culture and the INRIA (French Institute for Research in Computer Science and Automation). The goal was to design and implement innovative interfaces and navigations using "Joconde" the web-semantic database of the Ministry.  With my team we developed an interface that allows the user to view their research path and relate them to each other in order to discover some interesting and unexpected facts about the objects in the database (paintings, artists, sculpting).

JocondeLab

Pancakes news is an iOS providing a new efficient and innovative way to read articles through dynamic contents, enriching your reading.

Pancakes News

Quark

A mobile edutainment (Educational entertainment) application which implements augmented reality.

Scolaire+

Wipo is an edutainment (Educational entertainment) application which implements augmented reality. It intends to help pupils to better understand subjects hard to visualize by augmenting them in 3D and making them evolve in real space.