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LLM Tutorials
LLM evaluations
Run different LLM evaluation methods.
Check the video walkthough and code tutorial.
Tutorial
Description
Code example
Video
LLM Evaluation Methods
Tutorial with an overview of methods.
Part 1. Anatomy of a single evaluation. Covers basic LLM evaluation API and setup.
Part 2. Reference-based evaluation: exact match, semantic similarity, BERTScore, and LLM judge.
Part 3. Reference-free evaluation: text statistics, regex, ML models, LLM judges, and session-level evaluators.
Open Notebook
Video 1
Video 2
Video 3
Tutorials and guides
RAG evals
Assistant
Responses are generated using AI and may contain mistakes.