Qelm - Quantum Enhanced Language Model

Qelm - Quantum Enhanced Language Model

More Meaning per Qubit, Run Quantum‑Inspired NLP on CPU/GPU.

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Qelm v0.1.1 is a quantum‑inspired LLM you can run today. Multi‑block transformer layers with multi‑head quantum attention, sub‑bit encoding, and entropy‑mixed gates pack more signal per qubit. Train with parameter‑shift gradients on Qiskit Aer, then chat in a modern UI or use ready executables. Using CPU/GPU or simulation w/IBM optional QPU backends. Benchmark table + example workflows included. See how quantum‑style compression changes small‑model NLP.