leideng/Dolci-Think-DPO-7B-4K-Plus
收藏Hugging Face2026-04-19 更新2026-04-26 收录
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https://hf-mirror.com/datasets/leideng/Dolci-Think-DPO-7B-4K-Plus
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---
dataset_info:
features:
- name: prompt
dtype: string
- name: chosen
list:
- name: content
dtype: string
- name: role
dtype: string
- name: rejected
list:
- name: content
dtype: string
- name: role
dtype: string
- name: chosen_model
dtype: string
- name: rejected_model
dtype: string
- name: dataset_source
dtype: string
- name: id
dtype: string
- name: preference_type
dtype: string
splits:
- name: train
num_bytes: 3313519858
num_examples: 150000
download_size: 1391142373
dataset_size: 3313519858
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
license: odc-by
---
# Dolci Think 7B DPO Mixture
This dataset is licensed under ODC-BY. It is intended for research and educational use in accordance with Ai2's [Responsible Use Guidelines](https://allenai.org/responsible-use).
The Dolci Think 7B DPO mixture was used to preference tune Olmo 3 Think 7B. It contains 150,000 preference pairs created with the preference heuristic described in [Delta Learning](https://arxiv.org/abs/2507.06187) (Geng et al. 2025).
## Citation
```
@misc{olmo2025olmo3,
title={Olmo 3},
author={Team Olmo and Allyson Ettinger and Amanda Bertsch and Bailey Kuehl and David Graham and David Heineman and Dirk Groeneveld and Faeze Brahman and Finbarr Timbers and Hamish Ivison and Jacob Morrison and Jake Poznanski and Kyle Lo and Luca Soldaini and Matt Jordan and Mayee Chen and Michael Noukhovitch and Nathan Lambert and Pete Walsh and Pradeep Dasigi and Robert Berry and Saumya Malik and Saurabh Shah and Scott Geng and Shane Arora and Shashank Gupta and Taira Anderson and Teng Xiao and Tyler Murray and Tyler Romero and Victoria Graf and Akari Asai and Akshita Bhagia and Alexander Wettig and Alisa Liu and Aman Rangapur and Chloe Anastasiades and Costa Huang and Dustin Schwenk and Harsh Trivedi and Ian Magnusson and Jaron Lochner and Jiacheng Liu and Lester James V. Miranda and Maarten Sap and Malia Morgan and Michael Schmitz and Michal Guerquin and Michael Wilson and Regan Huff and Ronan Le Bras and Rui Xin and Rulin Shao and Sam Skjonsberg and Shannon Zejiang Shen and Shuyue Stella Li and Tucker Wilde and Valentina Pyatkin and Will Merrill and Yapei Chang and Yuling Gu and Zhiyuan Zeng and Ashish Sabharwal and Luke Zettlemoyer and Pang Wei Koh and Ali Farhadi and Noah A. Smith and Hannaneh Hajishirzi},
year={2025},
eprint={2512.13961},
archivePrefix={arXiv},
primaryClass={cs.CL},
url={https://arxiv.org/abs/2512.13961},
}
```
提供机构：
leideng
