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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Ramesh B. Paramkusham

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#small language model Open access Oct 2026

Replication package: Small Language Models for Triaging Breaking Dependency Upgrades — An Empirical Study on 571 Reproduced Upgrade Failures

Code, data and predictions for the paper. Includes the BUMP-derived dataset builder, log condensation, rule and learned baselines, retrieval, prompting and QLoRA fine-tuning code for five small language models and a 32B reference, evaluation and statistics scripts, a Google Colab notebook for the GPU experiments, and e...

Ramesh B. Paramkusham · 0 citations

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