needle-board · sub-1B function-calling leaderboard
— models — with BFCL — on-device

Which tiny model actually routes tools?

Berkeley's BFCL is dominated by frontier models. needle-board is scoped to sub-1B function-calling specialists — the slice that fits on phones, glasses, and background agents. Every score is fetched live from HuggingFace and BFCL. No synthesized numbers.

# Model Params BFCL q4 MB On-dev License Downloads Updated
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