cff-version: 1.2.0
title: "Q-TensorFormer: Quantum-Enhanced Tensor Network LLM Compression Engine"
message: "If you use this software in your research, please cite it using the metadata below."
authors:
  - given-names: Premchan369
    affiliation: ""
repository-code: "https://huggingface.co/Premchan369/q-tensorformer"
url: "https://huggingface.co/Premchan369/q-tensorformer"
abstract: >-
  Q-TensorFormer is a hybrid transformer architecture that compresses feed-forward
  layers using Tensor-Train (TT) decomposition and enhances token representations
  via real quantum circuits, with adaptive TT-rank scheduling guided by attention
  entropy. It achieves 50-70% parameter reduction at equivalent perplexity.
keywords:
  - tensor networks
  - quantum machine learning
  - model compression
  - transformer
  - language modeling
  - efficient deep learning
license: Apache-2.0
version: 3.0.0
date-released: 2026-05-06