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How Do LLMs Work?

AI summary

This video, titled "How Do LLMs Work?", is sponsored by Micro Center. It includes a link to an article titled "Part 2.5: Do Floats Dream of Real Numbers?" on lttlabs.com, which discusses LLM quantization. The video also promotes various products and services, including lttstore.com, PIA VPN, and Floatplane, and lists sponsors, affiliates, and partners.

Time & source

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PublishedOffset at this time: UTC+0Sep 18, 2026, 23:13 UTC

IngestedOffset at this time: UTC+0Sep 19, 2026, 08:00 UTC

Published
Sep 18, 2026, 23:13
Ingested
Sep 19, 2026, 08:00
Source type
Unclassified
Source status
Healthy
Breakout verdict
Basis
Running about 2.1× the median of this source's recent listed items
Triggering item
How Do LLMs Work?
Metric comparison
117.6K vs median 55.6K (20 baseline samples)
Detected
09/19, 14:00

Thanks to Micro Center for sponsoring this video! Check them out below:

Shop Build. Upgrade. Save. Event: https://micro.center/5364b3 Shop Micro Center’s Clearance Event: https://micro.center/636245 Sign Up for a FREE 128 gig Flash Drive at Micro Center’s Austin location: https://micro.center/c4413a

Visit Micro Center News: https://micro.center/0aac38

When you talk to AI it can feel like there's a real person talking back to you, but it's actually a computer program known as A Large Language Model. In this video, we break down how these models work at a very high level. Huge thanks to Colin Kealty, Senior Machine Learning Engineer at Red Hat for helping with this video - https://huggingface.co/bartowski

Want to go deeper? Utkarsh J. at LTT Labs wrote a truly amazing series on the topic:

- LLM Quantization Part 1: What Even is an LLM? - https://www.lttlabs.com/articles/2026/06/19/llm-quantization-part-1-what-even-is-an-llm

- Part 2: You're Gonna Need a Bigger VRAM - https://www.lttlabs.com/articles/2026/07/10/llm-quantization-part-2-youre-gonna-need-a-bigger-vram

- Part 2.5: Do Floats Dream of Real Numbers? - https://www.lttlabs.com/articles/2026/07/21/llm-quantization-part-2-5-do-floats-dream-of-real-numbers

- Part 3: Honey, I Shrunk the Numbers! - https://www.lttlabs.com/articles/2026/08/13/llm-quantization-part-3-honey-i-shrunk-the-numbers

Leave a reply with your requests for future episodes.

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