# Dataset Preparation for Q&A FineTuning

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**Category:** Beginners\
**Created:** [September 28, 2023, 6:41am UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fdataset-preparation-for-q-a-finetuning%2F56663 "2023-09-28T06:41:49Z")\
**Posts on this page:** 1\
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**Author:** ![ReadySpinach](https://avatars.discourse-cdn.com/v4/letter/r/bc8723/32.png) [@ReadySpinach](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2FReadySpinach)%5C
**Post date:** [September 28, 2023, 6:41am UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fdataset-preparation-for-q-a-finetuning%2F56663%2F1 "2023-09-28T06:41:50Z")

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Hi all, this is my first post! Happy to join the community here.

On Q&A Pretrained models, i was studying the Datasets especially used for popular models, and the pre-processing of the datasets seems highly important.

take for example

> **[squad\_v2 · Datasets at Hugging Face](https://huggingface.co/datasets/squad_v2/viewer/squad_v2/train?row=0)**
>
> We’re on a journey to advance and democratize artificial intelligence through open source and open science.

In the answers column, how does one direct the answer: to the exact token? are there some steps i am missing, was looking through all the relevant tutorials but i reckon this maybe a beginner problem. Any help is appreciated!