/u/ParaboloidalCrest
View original ↗Develop an automated benchmark framework to compare open-weight models against GPT-4o specifically on long-context retention and tool-use reliability. This will help quantify the 'Toyota Tacoma' effect by measuring degradation over extended conversations and complex instruction sets.
Suggested repo: ReliabilityBench
"Stop guessing which model is actually stable—quantify reliability over long context windows."
Estimated effort: 40h