<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:content="http://purl.org/rss/1.0/modules/content/"><channel><title>Fine-Tune on Jake's Insights</title><link>https://jakeinsight.com/tags/fine-tune/</link><description>Recent content in Fine-Tune on Jake's Insights</description><generator>Hugo -- 0.154.5</generator><language>en-us</language><lastBuildDate>Sun, 09 Aug 2026 19:53:21 +0900</lastBuildDate><atom:link href="https://jakeinsight.com/tags/fine-tune/index.xml" rel="self" type="application/rss+xml"/><item><title>Fine-Tune LLM on Laptop GPU: Is It Actually Worth It in 2026</title><link>https://jakeinsight.com/buying-guide/2026-08-09-fine-tune-llm-laptop-gpu-worth-2026/</link><pubDate>Sun, 09 Aug 2026 19:53:21 +0900</pubDate><guid>https://jakeinsight.com/buying-guide/2026-08-09-fine-tune-llm-laptop-gpu-worth-2026/</guid><description>Fine-tune LLM on laptop GPU in 2026 using QLoRA and Unsloth&amp;#39;s 2–5x speed gains — but should you? Here&amp;#39;s when local training actually makes sense.</description></item></channel></rss>