Method Drift›Tool use / function calling
Superseded baseline#37 of 55 most-superseded
Less-is-More
Less is More: Optimizing Function Calling for LLM Execution on Edge DevicesTool use / function calling · first seen Nov 23, 2024
superseded — cited as a baseline and beaten by newer methods
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
Newer alternatives
Recent methods in the same sub-problem, not yet superseded in the knowledge base.