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6e641b6 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 | name: Berkeley Function Calling Leaderboard
description: >
BFCL evaluates Large Language Models on function calling (tool use) across
diverse scenarios including single function, parallel function, multiple
function, REST API, multi-turn conversations, and live API execution.
It contains 4,000+ samples spanning Python, Java, JavaScript, SQL, and REST
APIs, with both AST-matching and execution-based scoring.
The benchmark covers three major releases (v1, v2 live, v3 multi-turn)
with increasing complexity from simple function calls to multi-step
agentic interactions.
evaluation_framework: nemo-evaluator
tasks:
- id: bfclv3
config: default
split: test
- id: bfclv2
config: default
split: test
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