2.3. Tutorial on LLM evaluation methods: Reference-free evals.
Автор: Evidently AI
Загружено: 2025-05-11
Просмотров: 1045
Notebook example: https://github.com/evidentlyai/commun...
Part 1: • 2.3. Tutorial on LLM evaluation methods: R...
Part 2: • 2.2. Tutorial on LLM evaluation methods: R...
00:02 Intro and data prep
01:00 Regular expressions
02:44 Text statistics
04:20 Semantic similarity (proxy for Relevance and Hallucinations)
06:09 Using ML models (Sentiment and Topic detection)
09:20 LLM as a judge: custom helpfulness criteria
11:02 LLM as a judge: session-level evals
13:40 Recap
COURSE PLAYLIST
Full playlist: • Course: LLM evaluation for builders
Instructor: Elena Samuylova, CEO Evidently AI.
LINKS:
https://www.evidentlyai.com/llm-guide... LLM evaluation methods and metrics
EVIDENTLY
Sign up for Evidently Cloud https://www.evidentlyai.com/register
Support Evidently on GitHub https://github.com/evidentlyai/evidently
Доступные форматы для скачивания:
Скачать видео mp4
-
Информация по загрузке: