SulthanAbiyyu/anak-baik

task_categories:

• text-generation
  language:
• id
  tags:
• ethics
• harmful
  pretty_name: anak-baik
  size_categories:
• 1K<n<10K
  configs:
• config_name: default
  data_files:
  • split: train
    path: "train.csv"
  • split: test
    path: "test.csv"

Anak-Baik Dataset: Overview

Anak-Baik dataset is a collection of instruction-output pairs in Bahasa Indonesia, designed for Supervised Fine-Tuning (SFT) tasks. The dataset contains examples of both harmful and harmless outputs, aimed at promoting ethical AI development (hence the name; anak baik == good boy :D). The dataset consists of pairs of instructions and their corresponding outputs, categorized as either harmful or harmless and their topics. This structure enables models to learn to differentiate and generate appropriate responses in a safe and ethical manner.

Dataset Details

Task Categories: Text Generation
Language: Bahasa Indonesia (id)
Tags: Ethics, Harmful
Size: 5298

Dataset Schema

1. instruction (String): Describes the instructional content or task.
2. output (String): Expected output of the instruction.
3. split (String): Indicates whether the data belongs to the training or test set (train, test).
4. type (String): Categorization of the instruction type (harmless, toxic, umum, etc.).
5. topic (String): Specifies the subject or theme of the instruction.

Usage

from datasets import load_dataset

dataset = load_dataset("SulthanAbiyyu/anak-baik")

References

@misc{alpaca,
  author = {Rohan Taori and Ishaan Gulrajani and Tianyi Zhang and Yann Dubois and Xuechen Li and Carlos Guestrin and Percy Liang and Tatsunori B. Hashimoto },
  title = {Stanford Alpaca: An Instruction-following LLaMA model},
  year = {2023},
  publisher = {GitHub},
  journal = {GitHub repository},
  howpublished = {\url{https://github.com/tatsu-lab/stanford_alpaca}},
}

@misc{bhardwaj2023redteaming,
      title={Red-Teaming Large Language Models using Chain of Utterances for Safety-Alignment}, 
      author={Rishabh Bhardwaj and Soujanya Poria},
      year={2023},
      eprint={2308.09662},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}


Susanto, L., Wijanarko, M. I., Pratama, P. A., Hong, T., Idris, I., Aji, A. F., & Wijaya, D.
(2024, June 27). IndoToxic2024: A Demographically-Enriched Dataset of Hate Speech and
Toxicity Types for Indonesian Language. arXiv.org. https://arxiv.org/abs/2406.19349