README.md

---
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)