Merge branch 'master' of https://github.com/Eamon2009/Quadtrix.cpp

Author: Eamon2009

README.md

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 # Quadtrix.cpp
 
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+<h1 align="center">
   <img width="785" height="261" alt="image" src="https://github.com/user-attachments/assets/7bd2d8c6-d1e3-4ca0-96c0-0161d3cf235a" />
+</h1><br>
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   [![Release](https://github.com/Eamon2009/Quadtrix.cpp/actions/workflows/release.yml/badge.svg)](https://github.com/Eamon2009/Quadtrix.cpp/actions/workflows/release.yml)  [![Package](https://github.com/Eamon2009/Quadtrix.cpp/actions/workflows/docker-publish.yml/badge.svg)](https://github.com/Eamon2009/Quadtrix.cpp/actions/workflows/docker-publish.yml)
   [![CI](https://github.com/Eamon2009/Quadtrix.cpp/actions/workflows/ci.yml/badge.svg)](https://github.com/Eamon2009/Quadtrix.cpp/actions/workflows/ci.yml)
-</p>
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 A local large language model with a modular, multi-path execution architecture. Train, run inference, and serve a chat interface — all from a single repository, across bare-metal C++, PyTorch, and a React frontend.