Dataset Card for Helpful Instructions

Dataset Description

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• Repository:
• Paper:
• Leaderboard:
• Point of Contact: Lewis Tunstall

Dataset Summary

Helpful Instructions is a dataset of (instruction, demonstration) pairs that are derived from public datasets. As the name suggests, it focuses on instructions that are "helpful", i.e. the kind of questions or tasks a human user might instruct an AI assistant to perform. You can load the dataset as follows:

from datasets import load_dataset

# Load all subsets
helpful_instructions = load_dataset("HuggingFaceH4/helpful_instructions")

# Load a single subset
helpful_instructions_subset = load_dataset("HuggingFaceH4/helpful_instructions", data_dir="data/helpful-anthropic-raw")

Supported Tasks and Leaderboards

This dataset can be used to fine-tune pretrained language models to follow instructions.

Languages

English

Dataset Structure

Data Instances

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Data Fields

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Data Splits

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Dataset Creation

Curation Rationale

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Source Data

Initial Data Collection and Normalization

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Who are the source language producers?

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Annotations

Annotation process

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Who are the annotators?

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Personal and Sensitive Information

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Considerations for Using the Data

Social Impact of Dataset

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Discussion of Biases

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Other Known Limitations

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Additional Information

Dataset Curators

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Licensing Information

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Citation Information

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Contributions

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