---
base_model: Qwen/Qwen2.5-3B-Instruct
library_name: transformers
model_name: quantum-circuit-qubo-3B
tags:
- generated_from_trainer
- trl
- sft
- quantum
- qasm
licence: license
license: mit
datasets:
- linuzj/graph-data-quantum-tokenized_sft
---

# Model Card for quantum-circuit-qubo-3B

This model is the one discussed in the paper [Fine-Tuning Large Language Models on Quantum Optimization Problems for Circuit Generation](https://arxiv.org/abs/2504.11109).

This model is a fine-tuned version of [Qwen/Qwen2.5-3B-Instruct](https://huggingface.co/Qwen/Qwen2.5-3B-Instruct).
It has been trained using [TRL](https://github.com/huggingface/trl).

## Quick start

See general documentation.

### Framework versions

- TRL: 0.15.2
- Transformers: 4.48.3
- Pytorch: 2.5.1
- Datasets: 3.2.0
- Tokenizers: 0.21.1

## Citations



Cite this model as:
    
```bibtex
@misc{jern2025finetuninglargelanguagemodels,
      title={Fine-Tuning Large Language Models on Quantum Optimization Problems for Circuit Generation}, 
      author={Linus Jern and Valter Uotila and Cong Yu and Bo Zhao},
      year={2025},
      eprint={2504.11109},
      archivePrefix={arXiv},
      primaryClass={quant-ph},
      url={https://arxiv.org/abs/2504.11109}, 
}
```