<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>Elgun Hasanov — Blog</title><link>https://elgun.si/blog/</link><description>Guides and research notes on building and evaluating AI systems.</description><language>en</language><item><title>Fine-tuning a small language model with LoRA</title><link>https://elgun.si/blog/fine-tuning-a-small-language-model-with-lora/</link><guid isPermaLink="true">https://elgun.si/blog/fine-tuning-a-small-language-model-with-lora/</guid><description>A practical starting point for supervised fine-tuning: define the task, prepare data, train an adapter, and evaluate the result.</description><pubDate>Fri, 25 Sep 2026 00:00:00 GMT</pubDate></item><item><title>A leakage-safe evaluation checklist for machine learning</title><link>https://elgun.si/blog/a-leakage-safe-evaluation-checklist/</link><guid isPermaLink="true">https://elgun.si/blog/a-leakage-safe-evaluation-checklist/</guid><description>How to keep information from the test set out of preprocessing, model selection, and reported results.</description><pubDate>Thu, 24 Sep 2026 00:00:00 GMT</pubDate></item><item><title>What changes when a model meets a new dataset?</title><link>https://elgun.si/blog/when-a-model-meets-a-new-dataset/</link><guid isPermaLink="true">https://elgun.si/blog/when-a-model-meets-a-new-dataset/</guid><description>A practical way to think about external validation, distribution shift, and the limits of internal scores.</description><pubDate>Wed, 23 Sep 2026 00:00:00 GMT</pubDate></item><item><title>What trustworthy mental-health AI requires</title><link>https://elgun.si/blog/what-trustworthy-mental-health-ai-requires/</link><guid isPermaLink="true">https://elgun.si/blog/what-trustworthy-mental-health-ai-requires/</guid><description>Reliability, causal sensitivity, and interpretation matter alongside predictive performance.</description><pubDate>Thu, 20 Aug 2026 00:00:00 GMT</pubDate></item></channel></rss>