AirbnbDifficulty: Advanced
From weeks to a day: how we made LLM evaluation fast enough to iterate on
Optimizing LLM evaluation pipelines to reduce iteration time from weeks to a single day through performance improvements and infrastructure scaling.
Interview angle
How would you design a system to rapidly iterate on and evaluate large language models at scale?
- Failure / topic
Slow LLM evaluation cycles limiting development velocity
- Concept tags
- Source
- medium.com