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+ ---
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+ base_model: trl-lib/pythia-1b-deduped-tldr-sft
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+ library_name: transformers
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+ model_name: pythia-1b-tldr-online-dpo-mark-peft
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+ tags:
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+ - generated_from_trainer
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+ - trl
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+ - online-dpo
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+ licence: license
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+ ---
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+
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+ # Model Card for pythia-1b-tldr-online-dpo-mark-peft
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+
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+ This model is a fine-tuned version of [trl-lib/pythia-1b-deduped-tldr-sft](https://huggingface.co/trl-lib/pythia-1b-deduped-tldr-sft).
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+ It has been trained using [TRL](https://github.com/huggingface/trl).
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+
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+ ## Quick start
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+
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+ ```python
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+ from transformers import pipeline
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+
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+ question = "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?"
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+ generator = pipeline("text-generation", model="ikimhope/pythia-1b-tldr-online-dpo-mark-peft", device="cuda")
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+ output = generator([{"role": "user", "content": question}], max_new_tokens=128, return_full_text=False)[0]
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+ print(output["generated_text"])
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+ ```
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+
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+ ## Training procedure
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+
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+ [<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="150" height="24"/>](https://wandb.ai/ikimhope-el/huggingface/runs/46biac5f)
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+
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+ This model was trained with Online DPO, a method introduced in [Direct Language Model Alignment from Online AI Feedback](https://huggingface.co/papers/2402.04792).
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+
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+ ### Framework versions
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+
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+ - TRL: 0.12.0.dev0
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+ - Transformers: 4.45.1
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+ - Pytorch: 2.4.1
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+ - Datasets: 3.0.1
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+ - Tokenizers: 0.20.0
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+
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+ ## Citations
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+
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+ Cite Online DPO as:
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+
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+ ```bibtex
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+ @article{guo2024direct,
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+ title = {{Direct Language Model Alignment from Online AI Feedback}},
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+ author = {Shangmin Guo and Biao Zhang and Tianlin Liu and Tianqi Liu and Misha Khalman and Felipe Llinares and Alexandre Ram{'{e}} and Thomas Mesnard and Yao Zhao and Bilal Piot and Johan Ferret and Mathieu Blondel},
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+ year = 2024,
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+ eprint = {arXiv:2402.04792}
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+ }
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+ ```
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+
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+ Cite TRL as:
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+
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+ ```bibtex
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+ @misc{vonwerra2022trl,
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+ title = {{TRL: Transformer Reinforcement Learning}},
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+ 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},
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+ year = 2020,
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+ journal = {GitHub repository},
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+ publisher = {GitHub},
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+ howpublished = {\url{https://github.com/huggingface/trl}}
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+ }
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+ ```