| --- |
| language: |
| - ms |
| - en |
| license: apache-2.0 |
| task_categories: |
| - text-generation |
| tags: |
| - malay |
| - bahasa-malaysia |
| - function-calling |
| - benchmark |
| - bfcl |
| - evaluation |
| size_categories: |
| 1K<n<10K |
| configs: |
| - config_name: simple |
| data_files: |
| - split: test |
| path: BFCL_V3/BFCL_v3_simple.json |
| - config_name: multiple |
| data_files: |
| - split: test |
| path: BFCL_V3/BFCL_v3_multiple.json |
| - config_name: parallel |
| data_files: |
| - split: test |
| path: BFCL_V3/BFCL_v3_parallel.json |
| - config_name: parallel_multiple |
| data_files: |
| - split: test |
| path: BFCL_V3/BFCL_v3_parallel_multiple.json |
| - config_name: irrelevance |
| data_files: |
| - split: test |
| path: BFCL_V3/BFCL_v3_irrelevance.json |
| - config_name: java |
| data_files: |
| - split: test |
| path: BFCL_V3/BFCL_v3_java.json |
| - config_name: javascript |
| data_files: |
| - split: test |
| path: BFCL_V3/BFCL_v3_javascript.json |
| - config_name: rest |
| data_files: |
| - split: test |
| path: BFCL_V3/BFCL_v3_rest.json |
| - config_name: sql |
| data_files: |
| - split: test |
| path: BFCL_V3/BFCL_v3_sql.json |
| - config_name: live_simple |
| data_files: |
| - split: test |
| path: BFCL_V3/BFCL_v3_live_simple.json |
| - config_name: live_multiple |
| data_files: |
| - split: test |
| path: BFCL_V3/BFCL_v3_live_multiple.json |
| - config_name: live_parallel |
| data_files: |
| - split: test |
| path: BFCL_V3/BFCL_v3_live_parallel.json |
| - config_name: live_parallel_multiple |
| data_files: |
| - split: test |
| path: BFCL_V3/BFCL_v3_live_parallel_multiple.json |
| - config_name: live_relevance |
| data_files: |
| - split: test |
| path: BFCL_V3/BFCL_v3_live_relevance.json |
| - config_name: live_irrelevance |
| data_files: |
| - split: test |
| path: BFCL_V3/BFCL_v3_live_irrelevance.json |
| - config_name: chatable |
| data_files: |
| - split: test |
| path: BFCL_V3/BFCL_v3_chatable.json |
| - config_name: multi_turn_base |
| data_files: |
| - split: test |
| path: BFCL_V3/BFCL_v3_multi_turn_base.json |
| - config_name: multi_turn_composite |
| data_files: |
| - split: test |
| path: BFCL_V3/BFCL_v3_multi_turn_composite.json |
| - config_name: multi_turn_long_context |
| data_files: |
| - split: test |
| path: BFCL_V3/BFCL_v3_multi_turn_long_context.json |
| - config_name: multi_turn_miss_func |
| data_files: |
| - split: test |
| path: BFCL_V3/BFCL_v3_multi_turn_miss_func.json |
| - config_name: multi_turn_miss_param |
| data_files: |
| - split: test |
| path: BFCL_V3/BFCL_v3_multi_turn_miss_param.json |
| --- |
| |
| # BFCL v3 — Malay (Bahasa Malaysia) Edition |
|
|
| A Malay edition of the [Berkeley Function-Calling Leaderboard (BFCL) v3](https://huggingface.co/datasets/gorilla-llm/Berkeley-Function-Calling-Leaderboard) — the standard benchmark for evaluating LLM function/tool calling. |
|
|
| **5,011 test entries across 21 categories** (simple, multiple, parallel, parallel_multiple, irrelevance, java, javascript, rest, sql, live_*, chatable, multi_turn_*), with ground-truth answer files unchanged so the official [BFCL scoring harness](https://gorilla.cs.berkeley.edu/leaderboard.html) runs unmodified. |
|
|
| What is translated to Malay: |
|
|
| - User questions / prompts |
| - Function descriptions |
| - Parameter descriptions |
|
|
| What is unchanged (by design, for scoring compatibility): |
|
|
| - Function and parameter **names, types, enums, required lists** |
| - **Ground truth** (`possible_answer/`) — byte-identical to the original |
| - Multi-turn environment state (`initial_config`), execution paths, ids |
| - A small number of entries (23, mostly short live-irrelevance prompts) are kept in English |
|
|
| | Coverage | Count | |
| |---|---| |
| | Entries with Malay questions | 4,988 / 5,011 (99.5%) | |
| | Function descriptions translated | 8,896 / 8,896 | |
| | Parameter descriptions translated | 32,093 / 32,101 | |
|
|
| ## Usage |
|
|
| Evaluate a chat model by pointing the BFCL harness at these entry files in place of the originals: prompts are Malay, expected calls are unchanged, so AST/exe validation and irrelevance detection measure Malay-prompt function calling directly. |
|
|
| ## Attribution |
|
|
| Derived from [gorilla-llm/Berkeley-Function-Calling-Leaderboard](https://huggingface.co/datasets/gorilla-llm/Berkeley-Function-Calling-Leaderboard). Please cite the original work: |
|
|
| ```bibtex |
| @article{patil2023gorilla, |
| title={Gorilla: Large Language Model Connected with Massive APIs}, |
| author={Patil, Shishir G and Zhang, Tianjun and Wang, Xin and Gonzalez, Joseph E}, |
| journal={arXiv preprint arXiv:2305.15334}, |
| year={2023} |
| } |
| ``` |
|
|
| ## License |
|
|
| Apache License 2.0, inherited from the original dataset. |
|
|
