dataset_info:
features:
- name: messages
list:
- name: content
dtype: string
- name: role
dtype: string
- name: category
dtype: string
splits:
- name: train
num_bytes: 11515591
num_examples: 13952
- name: test
num_bytes: 573809
num_examples: 735
download_size: 7032039
dataset_size: 12089400
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
- split: test
path: data/test-*
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.
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