<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>Aadit Suryawanshi</title><description>I build language models from first principles, experiment with ML systems, and write about the engineering lessons along the way.</description><link>https://aadit032.github.io/</link><item><title>Building a 25M Parameter GPT from Scratch</title><link>https://aadit032.github.io/portfolio/blog/litegpt-25m/</link><guid isPermaLink="true">https://aadit032.github.io/portfolio/blog/litegpt-25m/</guid><description>Architecture choices, tokenizer mistakes, training issues, and lessons from training LiteGPT on FineWeb and TinyStories.</description><pubDate>Sat, 04 Jul 2026 00:00:00 GMT</pubDate></item></channel></rss>