README.md

---
language:
  - ms
  - en
license: apache-2.0
task_categories:
  - text-generation
tags:
  - malay
  - bahasa-malaysia
  - function-calling
  - tool-use
  - toolace
size_categories:
  10K<n<100K
---

# ToolACE (Malay)

A Malay (Bahasa Malaysia) edition of [Team-ACE/ToolACE](https://huggingface.co/datasets/Team-ACE/ToolACE) — a large-scale synthetic function-calling corpus with 11,300 multi-turn conversations.

Original format preserved: `system` (function-composition instruction + tool JSON) and `conversations` (`user`/`assistant`/`tool` turns, assistant calls written as `[API_Name(param=value)]`).

In this edition:

- System instructions, user queries, and assistant prose are in Malay
- Tool and parameter **descriptions** are in Malay
- **API call syntax (`[API(...)]`), tool result JSON, tool names, parameter names/types are unchanged** — calls remain well-formed against the same tools
- Malformed source records are passed through unchanged

## Attribution

Derived from [Team-ACE/ToolACE](https://huggingface.co/datasets/Team-ACE/ToolACE). Please cite the original work:

```bibtex
@article{liu2024toolace,
  title={ToolACE: Winning the Points of LLM Function Calling},
  author={Liu, Hao and Wang, Yue and Zhang, Hu and others},
  journal={arXiv preprint arXiv:2409.00920},
  year={2024}
}
```

## License

Apache License 2.0, inherited from the original dataset.