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Building an LLM Judge Agreement App: 7 Iterations from Basic to Full Functionality 7 дней назад


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Building an LLM Judge Agreement App: 7 Iterations from Basic to Full Functionality

Watch as I walk through the development process of an LLM Judge Agreement app built with FastHTML. This app helps evaluate 1,350 LLM Judge scores across different tiny model completions, implementing agreement/disagreement functionality and comment tracking for qualitative analysis. The video demonstrates 7 incremental development iterations: Starting with basic CSV loading and data display Adding data classes and custom formatting Implementing navigation (previous/forward buttons) Developing agreement/disagreement scoring functionality Integrating automatic progression to speed up evaluation Adding comment boxes with auto-save Each iteration focuses on getting something working correctly before moving forward. The final version features two-way persistence, immediate navigation after scoring, and comment persistence for later analysis using Claude. The completed app is available in the TinyScaleLab repository as llm_judge_agreement.py: https://github.com/vishalbakshi/TinyS... This walkthrough demonstrates practical FastHTML development patterns and incremental feature building for evaluation tools. Making these development videos helps deepen my understanding of the code significantly!

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