databricks_dolly

• Description:

databricks-dolly-15k is an open source dataset of instruction-following records used in training databricks/dolly-v2-12b that was generated by thousands of Databricks employees in several of the behavioral categories outlined in the InstructGPT paper, including brainstorming, classification, closed QA, generation, information extraction, open QA, and summarization.

This dataset can be used for any purpose, whether academic or commercial, under the terms of the Creative Commons Attribution-ShareAlike 3.0 Unported License.

• Homepage: https://github.com/databrickslabs/dolly

• Source code: tfds.datasets.databricks_dolly.Builder

• Versions:

  • 1.0.0 (default): Initial release.

• Download size: 12.60 MiB

• Dataset size: 12.69 MiB

• Auto-cached (documentation): Yes

• Splits:

Split	Examples
'train'	15,014

• Feature structure:

FeaturesDict({
    'category': Text(shape=(), dtype=string),
    'context': Text(shape=(), dtype=string),
    'instruction': Text(shape=(), dtype=string),
    'response': Text(shape=(), dtype=string),
})

• Feature documentation:

Feature	Class	Shape	Dtype	Description
	FeaturesDict
category	Text		string
context	Text		string
instruction	Text		string
response	Text		string

• Supervised keys (See as_supervised doc): None

• Figure (tfds.show_examples): Not supported.

• Examples (tfds.as_dataframe):

• Citation: