Synaptic Delta Sync (SDS)

Synaptic-Delta-Sync (SDS) is a high-performance, production-grade infrastructure library designed for atomic, secure, and zero-downtime neural network weight updates.

Why use SDS?

In modern AI environments, updating models often requires a full restart, leading to service disruption. SDS bridges this gap by enabling hot-swapping of weights directly into live inference engines without stopping the process.

Quick Start

```bash pip install synaptic-delta-sync