1. Introduction to LLM evaluations in 10 key ideas

Описание: 00:03 Intro
00:24 LLM evals ≠ benchmarking
01:03 LLM evals are a tool, not a task
02:26 LLM evals ≠ software testing
03:36 Manual + automated evals
04:31 Use reference-based and -free evals
05:40 Think in datasets, not unit tests
06:30 LLM-as-a-judge is a key method
07:30 Use custom criteria, not generic metrics
09:12 Start with analytics
10:05 Evaluation is a moat

LINKS
Intro playlist mentioned in the video:    • LLM evaluation course  
LLM evaluation guides:
LLM Benchmarks https://www.evidentlyai.com/llm-guide...
Intro to LLM evals https://www.evidentlyai.com/llm-guide...
Test datasets https://www.evidentlyai.com/llm-guide...

COURSE PLAYLIST
Full playlist:    • Course: LLM evaluation for builders  
Instructor: Elena Samuylova, CEO Evidently AI.

EVIDENTLY
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