---
license: cc
language:
- en
tags:
- alignment
- personas
- personalization
pretty_name: PRISM-Filter
size_categories:
- 1K<n<10K
---

# Dataset Card for PERSONAS (Synthetic-Personas)

<!-- Provide a quick summary of the dataset. -->

This dataset is a restricted subset of PRISM, focusing primarily on a questions where different personas could possibly have different answers. This dataset is to be treated as a research artifact, and should be used in tandem with the rest of the PERSONA dataset. The full PERSONA dataset is available here: https://huggingface.co/datasets/SynthLabsAI/PERSONA

## Dataset Details

### Dataset Description

The construction process for this dataset is outlined in the PERSONA (Prism Filter) dataset, but we'll copy it here for brevity.


### Dataset Sources 

As mentioned, the dataset is synthetically constructed. All prompts used can be found in the technical report. 
We also have a working benchmark that leverages the results of the paper to perform a personification evaluation.

- **Paper:** https://www.synthlabs.ai/research/persona

## Uses

This dataset is intended to be used for personification research and data analysis into a wide spectrum of synthetic persona annotated preferences.
We showed in our paper that there is a strong correlation between the dataset we present here and real human preferences, 
and as such we hope that this dataset can act as a surrogate into a number of more controversial human preferences.

## Dataset Structure

This dataset follows a similar structure to the PRISM dataset --  every row is a different question found in the prism dataset. Answers are removed as they were not relevant to our study.

## Dataset Creation

Please review our technical report for a thorough description of the dataset's construction.