
Transformer World: A Deep Dive into the Building Blocks of LLMs
A hands-on walkthrough of Transformer-based LLM internals — from each module’s role to key optimization techniques.

A hands-on walkthrough of Transformer-based LLM internals — from each module’s role to key optimization techniques.

We explore the technical principles behind NVIDIA’s ICMS — a new storage tier designed to solve the KV cache capacity bottleneck in LLMs — and the Bluefield-4 DPU that manages it.