LLM Scoring

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The LLM Book explores the world of Artificial Intelligence and Large Language Models, examining their capabilities, technology, and adaptation.

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Beyond Frontier Models: Testing Lightweight LLMs for Document Processing in RAG

Karol Piekarski February 4, 2026

Structured extraction is one of the most effective ways to enhance Retrieval-Augmented Generation systems, enabling everything from metadata filtering to Graph RAG. By enriching walls of text with summaries and […]

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Choosing the right LLM model for the job

Bartosz Adam Gonczarek March 28, 2025

We get it; it’s hard to decide which large language model should be used for a specific business application. Many new ones are coming out each month, and without being […]

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