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1. Quadtrix.cpp Quadtrix.cpp Public

   AI engine built in C++ and python to run Language Models directly on your own computer. It skips the need for expensive hardware by optimizing

   C++ 31 4

2. Quadtrix Quadtrix Public

   A language model built from scratch . No pre-trained weights. No fine-tuning.

   Jupyter Notebook 18 4

3. Core-Transformer-Engine Core-Transformer-Engine Public

   A character-level transformer built from scratch in PyTorch.

   Python 5 3

4. AI-Agent-plus AI-Agent-plus Public

   A tool-calling AI agent

   Python 6 2

5. AI-agent AI-agent Public

   A lightweight Python-based AI Agent that blends voice commands with GPT intelligence. It listens via microphone, speaks back via TTS, and automates desktop tasks.

   Python 3 1

6. mini-quadtrix mini-quadtrix

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   '''A single-file, minimal GPT implementation covering training, evaluation, and inference end-to-end.

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   Defines tokenizer, transformer (multi-head attention) .

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   Everything beyond this is optimization—the full algorithm is contained here.

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   '''

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