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Sebastian Raschka’s LLM Architecture Gallery: Essential Reference for AI

Sebastian Raschka is one of the most respected voices in ML/AI education. And he just shipped something quietly brilliant. πŸ‘‰ An LLM Architecture Gallery β€” a single, browsable reference that maps the internal design of modern open-weight models. This isn’t a blog post. This is a research-grade artifact, made freely accessible. πŸ” What’s inside? A structured breakdown of architectures across the frontier: πŸ”Ή GPT-2 XL (1.5B) πŸ”Ή Llama 3 / 3.2 / 4 Maverick πŸ”Ή Qwen family (4B β†’ 997B) πŸ”Ή DeepSeek V3 / R1 (671B) πŸ”Ή Gemma 3, Mistral variants, Grok 2.5 πŸ”Ή GLM series, MiniMax, Kimi, Nemotron πŸ”Ή …and many more scaling up to trillion-parameter regimes 🧠 What makes this exceptional? For each model, you get: β†’ Original technical reports β†’ Verified config.json files (no guesswork) β†’ From-scratch implementations where available This is not curated hype β€” it’s verifiable, inspectable engineering detail. βš™οΈ The real differentiator He doesn’t stop at diagrams. He layers in concept explainers so you actually understand what you’re seeing: β€’ GQA (Grouped Query Attention) β€’ MLA (Multi-head Latent Attention) β€’ SWA (Sliding Window Attention) β€’ QK-Norm β€’ NoPE (No Positional Encoding) β€’ Gated DeltaNet This turns the gallery into a learning system, not just a reference. πŸ—οΈ Why this matters We’ve moved from: β†’ isolated model papers to: β†’ an ecosystem of architectural patterns This resource makes that evolution legible. It compresses what used to take: πŸ“š multiple textbooks πŸ“„ dozens of papers ⏳ countless hours of reverse engineering …into a single navigable interface. πŸ’‘ Bottom line If you're: β€’ building LLM systems β€’ researching architectures β€’ or trying to understand where this field is heading πŸ‘‰ This is a must-bookmark resource. πŸ”— Follow my communities and personal initiatives: β€’ Amazing AI, Data, Quantum Computing & Emerging Technologies β€” drdebashisdutta.com/ β€’ Research & Innovation – Quantum, AI & Advanced Systems β€” researchedge.org/ #AI #LLM #MachineLearning #DeepLearning #AIResearch #GenAI #ArtificialIntelligenc

β†’ View original post on X β€” @debashis_dutta, 2026-03-29 16:02 UTC

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