Hi Product Hunt community! 👋 I built LLM Unboxed because I was tired of seeing AI explained in two extreme ways: either as "mystical digital magic" or through pages of intimidating math formulas. Most people learn best visually. I wanted to create an open playground where anyone can actually *watch* the engine turn—seeing text get tokenized, projected onto semantic coordinate maps, routed through attention networks, and evaluated through sampling pools step-by-step. **A few key highlights:** • Beginner-Friendly UI: We re-framed complex Machine Learning jargon into intuitive concepts like *Word Meaning Mapper* (Embeddings), *Context Connector* (Self-Attention), and *Working Memory* (KV Cache). • Visualizing Hallucinations: One of my favorite scenarios demonstrates real-time *Topic Drift*—showing how attention blips stray into adjacent node clusters until the model confidently outputs a false fact. • Zero Friction: No sign-ups, no setup, and no API keys required. You can jump right in and explore how language models generate text in seconds. I’d love for you to give it a try! Which pipeline stage or scenario did you find most insightful? Thanks for checking it out!

LLM Unboxed

See inside Large Language Models-no math or magic required.

See inside Large Language Models-no math or magic required.