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Sponsored by
APIMart
AiAF / Mistral-7B-Instruct-v0.2_DPO-training-test
Model's Last Updated: August 22 2025
text-generation
Introduction of Mistral-7B-Instruct-v0.2_DPO-training-test
Model Details of Mistral-7B-Instruct-v0.2_DPO-training-test
Model Card for Mistral-7B-Instruct-v0.2_DPO-training-test
This model is a fine-tuned version of mistralai/Mistral-7B-Instruct-v0.2 . It has been trained using TRL .
Quick start
from transformers import pipeline
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?"
generator = pipeline("text-generation", model="AiAF/Mistral-7B-Instruct-v0.2_DPO-training-test", device="cuda")
output = generator([{"role": "user", "content": question}], max_new_tokens=128, return_full_text=False)[0]
print(output["generated_text"])
Training procedure
This model was trained with DPO, a method introduced in Direct Preference Optimization: Your Language Model is Secretly a Reward Model .
Framework versions
- TRL: 0.21.0
- Transformers: 4.55.2
- Pytorch: 2.7.1+cu126
- Datasets: 4.0.0
- Tokenizers: 0.21.4
Citations
Cite DPO as:
@inproceedings{rafailov2023direct,
title = {{Direct Preference Optimization: Your Language Model is Secretly a Reward Model}},
author = {Rafael Rafailov and Archit Sharma and Eric Mitchell and Christopher D. Manning and Stefano Ermon and Chelsea Finn},
year = 2023,
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023},
url = {http://papers.nips.cc/paper_files/paper/2023/hash/a85b405ed65c6477a4fe8302b5e06ce7-Abstract-Conference.html},
editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine},
}
Cite TRL as:
@misc{vonwerra2022trl,
title = {{TRL: Transformer Reinforcement Learning}},
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 Gallou{\'e}dec},
year = 2020,
journal = {GitHub repository},
publisher = {GitHub},
howpublished = {\url{https://github.com/huggingface/trl}}
}
Runs of AiAF Mistral-7B-Instruct-v0.2_DPO-training-test on huggingface.co
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More Information About Mistral-7B-Instruct-v0.2_DPO-training-test huggingface.co Model
Url of Mistral-7B-Instruct-v0.2_DPO-training-test
Mistral-7B-Instruct-v0.2_DPO-training-test huggingface.co Url
Provider of Mistral-7B-Instruct-v0.2_DPO-training-test huggingface.co
Other API from AiAF
Updated:May 08 2026
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