evaluation

The latest news, opinions and technical guides from ZenML.
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The Annotated Guide to the Maven Evals Course (by way of the LLMOps Database)

Lessons from the Maven Evals course are combined with 50+ real-world case studies from ZenML's LLMOps Database to show how companies like Discord, GitHub, and Coursera implement the Three Gulfs model and Analyze-Measure-Improve lifecycle to transform failing LLM systems into production-ready applications.
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LLMOps in Production: 287 More Case Studies of What Actually Works

287 latest curated summaries of LLMOps use cases in industry, from tech to healthcare to finance and more. This blog also highlights some of the trends observed across the case studies.
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