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1from transformers import pipeline
2
3question = "If you had a time machine, but could only go to the past or the future once and never return, which would you choose and why?"
4generator = pipeline("text-generation", model="AMindToThink/GEMMA-2-2B-FT-ORPO-ISAERFT_gemma-2-2b-lr2.8e-05-beta0.2-20250301-0514", device="cuda")
5output = generator([{"role": "user", "content": question}], max_new_tokens=128, return_full_text=False)[0]
6print(output["generated_text"])
1@article{hong2024orpo,
2 title = {{ORPO: Monolithic Preference Optimization without Reference Model}},
3 author = {Jiwoo Hong and Noah Lee and James Thorne},
4 year = 2024,
5 eprint = {arXiv:2403.07691}
6}1@misc{vonwerra2022trl,
2 title = {{TRL: Transformer Reinforcement Learning}},
3 author = {Leandro von Werra and Younes Belkada and Lewis Tunstall and Edward Beeching and Tristan Thrush and Nathan Lambert and Shengyi Huang and Kashif Rasul and Quentin Gallouédec},
4 year = 2020,
5 journal = {GitHub repository},
6 publisher = {GitHub},
7 howpublished = {\url{https://github.com/huggingface/trl}}
8}