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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

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Daniel Omar Perez

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Preprint Sep 2026

Technical Manual for Toolkit for Confidence-Corpus Consistency, Corpus Absorption and Rule Learning via Fine-Tuning on a Fabricated Corpus

This manual documents version 2.0 of an open toolkit for fine-tuning small causal language models on fabricated and rule-governed arithmetic corpora and measuring what they take up from them, and describes and justifies each stage of the pipeline.

José Luciano Verçosa Marques, Frederico Jorge Heitmann, Daniel Omar Perez et al. · 0 citations

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