metadata
dataset_info:
features:
- name: messages
list:
- name: content
dtype: string
- name: role
dtype: string
- name: category
dtype: string
splits:
- name: train
num_bytes: 11527805
num_examples: 13978
- name: test
num_bytes: 573583
num_examples: 736
download_size: 7037564
dataset_size: 12101388
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:
[
{"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/databricks/databricks-dolly-15k
Data Collection and Processing
We started with https://huggingface.co/datasets/databricks/databricks-dolly-15k.
Filtering and curation was done to remove conversations with:
- Duplicate or very similar responses
- Responses where the AI was actually responding like a person (present in this dataset as the responses are created by humans pretending to be an AI, and no everyone followed these instructions closely)
- Profanity or inappropriate responses for an AI
- Very short response lengths (often below 50 or 200 characters)
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