<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>ATIQ Labs Blog</title><description>Local AI consulting: on-premises LLM deployment, hybrid AI infrastructure, model fine-tuning, and production AI workflows. Own your token pipeline end to end.</description><link>https://atiqlabs.com/</link><item><title>Self-Hosted vs API: The Real Cost Breakdown Nobody Shows You</title><link>https://atiqlabs.com/blog/self-hosted-vs-api-the-real-cost-breakdown-nobody-shows-you/</link><guid isPermaLink="true">https://atiqlabs.com/blog/self-hosted-vs-api-the-real-cost-breakdown-nobody-shows-you/</guid><description>Comparing self-hosted LLM costs to commercial APIs honestly: break-even math, hidden costs on both sides, and why hybrid pipelines win for most teams.</description><pubDate>Sat, 22 Aug 2026 00:00:00 GMT</pubDate></item><item><title>How Much GPU Do You Actually Need to Self-Host an LLM?</title><link>https://atiqlabs.com/blog/how-much-gpu-do-you-actually-need-to-self-host-an-llm/</link><guid isPermaLink="true">https://atiqlabs.com/blog/how-much-gpu-do-you-actually-need-to-self-host-an-llm/</guid><description>A practical VRAM sizing guide for running large language models locally: model size, quantization, context length, and concurrency — with real numbers instead of guesswork.</description><pubDate>Sat, 22 Aug 2026 00:00:00 GMT</pubDate></item></channel></rss>