Datasets:
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 — 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 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. Please cite the original work:
@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.