sablo/dolly_curated

Dolly 15k Curated

Dataset Details

Dataset Description

A filtered and curated dataset version of https://huggingface.co/datasets/databricks/databricks-dolly-15k. Saved in HF Chat format. The result is a high quality dataset for SFT.

• Created by: dctanner and the team at Sablo AI
• License: CC BY-SA 3.0

Dataset Structure

We structure the dataset using the format commonly used as input into Hugging Face Chat Templates. Where present, the context field text has been appending to the instruction in OpenAI style Text: """...""" format.

[
   {"role": "user", "content": "Hello, how are you?"},
   {"role": "assistant", "content": "I'm doing great. How can I help you today?"}
]

Dataset Creation

Source Data

• Source Dataset: https://huggingface.co/datasets/argilla/databricks-dolly-15k-curated-multilingual and https://huggingface.co/datasets/databricks/databricks-dolly-15k

Data Collection and Processing

We started with https://huggingface.co/datasets/argilla/databricks-dolly-15k-curated-multilingual (en split only) which is a manually curated version of https://huggingface.co/datasets/databricks/databricks-dolly-15k.

As well as formatting to fit HF Chat style, we removed many duplicates based on the instruction text. This ensures the dataset is diverse and not repetitive.

License

• License: CC BY-SA 3.0

This dataset is usable for commercial purposes. Certain categories of material in the dataset include materials from the following sources, licensed under the CC BY-SA 3.0 license:

• Wikipedia (various pages) - https://www.wikipedia.org/ - Copyright © Wikipedia editors and contributors.
• Databricks (https://www.databricks.com) - Copyright © Databricks

Contact

Created by dctanner and the team at Sablo AI