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[D] Seeking advice on curating a DPO dataset for a 7B model
April 10, 2024, 3:29 a.m. | /u/aadityaura
Machine Learning www.reddit.com
I am curating a dataset for a specific domain (finance) and need to create a DPO dataset for a custom 7B model. I was wondering if anyone could share their experience or advice on the best practices for creating DPO datasets.
As a starting point, I was thinking of using GPT-4 answers as the "chosen" responses and the 7B model's answers as the "rejected" ones. However, I am concerned that if I choose accepted answers from a different …
advice best practices dataset datasets domain experience finance machinelearning practices
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