Why Faster Inference Means Fewer Machines Can Run Your Model

Dense, accurate technical content — six correctly explained model formats, a specific and verified vLLM behavior, and a real open-source tool (SIE) with accurate feature description. This is well-researched, substantive material.

The "Google and Anthropic both agree" opener is an unsourced authority hook with no evidence behind it, and the closing engagement bait ("Find the GitHub repo in the replies," "Share this if you found this insightful ♻️," follow-me pitch) is standard LinkedIn scaffolding that doesn't add technical value.