What Actually Happens Between Your Prompt and the Next Token?
A deep technical guide to LLM internals, from raw text to token generation, with Python implementations from scratch.
Topic
Neural networks, training them well, and knowing when they are worth it.
A deep technical guide to LLM internals, from raw text to token generation, with Python implementations from scratch.
KV cache, prefix cache and prompt caching inside LLM inference: how they differ, what they cost in GPU memory, and how to design prompts for reuse.

Vellore Institute of Technology (VIT), Chennai · Chennai