Every LLM Eval Fix Needs a Regression Check
📰 Medium · LLM
Learn why regression checks are crucial for LLM evaluation fixes and how to implement them
Action Steps
- Identify the failed cases in your LLM evaluation
- Run regression checks to verify the fixes
- Compare the results before and after the fixes
- Test the model with new data to ensure the fixes didn't introduce new issues
- Apply regression checks to all future LLM evaluation fixes
Who Needs to Know This
Machine learning engineers and researchers working with LLMs need to understand the importance of regression checks to ensure their models are reliable and accurate
Key Insight
💡 Regression checks are essential to prevent introducing new issues when fixing failed cases in LLM evaluation
Share This
🚨 Don't just fix failed cases, run regression checks to ensure your LLMs are reliable! 💡
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