Inspect - A LLM Eval Framework Used by Anthropic, DeepMind, Grok and More.

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YouTube Excerpt: Get the Book "Evals for AI Engineers" here: ordnl.link/HgmVThx . JJ Allaire on Inspect AI Evals for LLMs JJ Allaire, founder of RStudio (Posit), presents Inspect AI, a Python-based framework for flexible and scalable LLM evaluations created at the UK AI Security Institute. Allaire highlights its extensive use in academia and industry, its open-source nature, and its design for handling complex evaluation tasks, including solvers and scores. The discussion covers its integration capabilities, user contributions, and its compatibility with production systems, providing a comprehensive tool for evaluating and improving language models. 00:00 Introduction and Guest Speaker Introduction 00:03 JJ Allaire's Background and Contributions 01:11 Introduction to Inspect AI Framework 01:55 Features and Capabilities of Inspect AI 07:01 High-Level and Low-Level API Overview 08:45 Advanced Use Cases and Examples 17:26 Agent Bridge and Production Integration 21:54 Inspect Evals and Practical Applications 22:36 Introduction to Reproducing Evals 22:51 Foundation Model Evals 23:43 Scoring and Benchmarks 24:33 Production and Logging Tools 25:18 Web Publishing and Visualization 26:42 Sandbox Environments 28:43 Community and Contributions 29:29 Web Search and Browser Tools 31:30 Questions and Answers 35:07 Annotation Tools and Future Plans 39:21 Experiment Tracking and Analysis 42:20 Final Remarks and Wrap-Up

Get the Book "Evals for AI Engineers" here: ordnl.link/HgmVThx . JJ Allaire on Inspect AI Evals for LLMs JJ Allaire, founder of RStudio (Posit),...

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