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---
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.
- **Created by:** [dctanner](https://huggingface.co/dctanner) and the team at [Sablo AI](https://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](https://huggingface.co/docs/transformers/chat_templating). 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](https://huggingface.co/dctanner) and the team at [Sablo AI](https://sablo.ai) |