Tool use / function calling

Less-is-More

Less is More: Optimizing Function Calling for LLM Execution on Edge Devices

Superseded baseline#37 of 55 most-superseded · first seen Nov 23, 2024

Cited as a baseline — critiqued by newer work, not yet beaten on a benchmark here

1 papers critique it · 0 beat it on benchmarks

What papers say

Verbatim critique sentences, each from a paper that cites Less-is-More as a baseline.

However, this method relies on a three-level offline clustering mechanism, creating scalability issues.
CarbonCall: Sustainability-Aware Function Calling for Large Language Models on Edge Devices

What to use instead

Recent methods in the same sub-problem, not yet superseded in the knowledge base — arXiv benchmark leaders, not vetted production recommendations.