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--- |
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license: cc |
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language: |
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- en |
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tags: |
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- alignment |
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- personas |
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- personalization |
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pretty_name: PERSONAS (Synthetic-Personas) |
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size_categories: |
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- n<1K |
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--- |
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# Dataset Card for PERSONAS (Synthetic-Personas) |
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<!-- Provide a quick summary of the dataset. --> |
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PERSONA (Synthetic-Personas) is the dataset of personas found in the PERSONA (Prism Filter) dataset, available for download here. https://huggingface.co/datasets/SynthLabsAI/PERSONA |
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## Dataset Details |
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### Dataset Description |
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The construction process for this dataset is outlined in the PERSONA (Prism Filter) dataset, but we'll copy it here for brevity. |
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### Dataset Sources |
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As mentioned, the dataset is synthetically constructed. All prompts used can be found in the technical report. |
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We also have a working benchmark that leverages the results of the paper to perform a personification evaluation. |
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- **Paper:** https://www.synthlabs.ai/research/persona |
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## Uses |
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This dataset is intended to be used for personification research and data analysis into a wide spectrum of synthetic persona annotated preferences. |
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We showed in our paper that there is a strong correlation between the dataset we present here and real human preferences, |
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and as such we hope that this dataset can act as a surrogate into a number of more controversial human preferences. |
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## Dataset Structure |
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This dataset consists of 1k personas. Every row of this dataset is a unique and distinct persona. |
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## Dataset Creation |
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Please review our technical report for a thorough description of the dataset's construction. |
