Qelm is a quantum‑inspired LLM: multi‑block quantum attention, sub‑bit encoding, and entropy‑mixed gates for richer signal per qubit. Parameter‑shift training, modern Chat UI, MB‑scale models. Runs on CPU/GPU—IBM optional.
Quanta is a Python-based Quantum Calculator. It enables users to perform various quantum computations, including observing qubits, calculating error rates, applying quantum gates, calculating spin, and running Grover's algorithm.
Qubit Python-based quantum computing simulation tool, developed as an advanced module for testing quantum neurons in simulated environments. Initially designed as a key component of the QELM system, but works as a standalone project.
Twit is a Python GUI application that allows you to schedule tweets, generate tweets using AI and manage scheduled tweets. It integrates via Tweepy and supports multi-line tweets from a file, AI-generated tweets, and scheduling with an intuitive interface.
Sonic is a simple python program (now also available as an .exe) that allows the user to adjust the sound emitted to the connected speaker or device between the levels of 0 - 100,000 Hz.
Leveraging qubits and TensorFlow, this project merges quantum computing with sophisticated language models to revolutionize NLP. It offers powerful AI solutions by harnessing quantum-enhanced machine learning for superior performance and innovation.
