Jon-Paul Walton

Specialized Model Evaluations – Deep Comparative Guide 🏆 Model Showdown Claude 3.5 · GPT‑4o · Gemini 1.5 Pro Claude Code: ⭐⭐⭐⭐⭐ Creative: ⭐⭐⭐⭐⭐ GPT‑4o Code:…

The Future of Small Language Models (SLMs) – Deep Dive 📱 Small Language Models Big power in tiny packages (1B–10B parameters) 📱 Phone 💻 Laptop…

Open‑Source vs. Proprietary Models – Deep Strategic Guide 🔓 vs 🔒 Open‑Source vs Proprietary Control · Privacy · Cost · Performance Open‑weight Llama · Mistral…

What Is RAG? A Gentle Introduction – Jon Paul Walton If you’ve spent any time with large language models, you’ve probably heard the term RAG…

What Is RAG? A Gentle Introduction – Jon Paul Walton If you’ve spent any time with large language models, you’ve probably heard the term RAG…

Serverless AI – Deep Guide to Deploying Models Without GPUs ⚡ Serverless AI Deploy models without managing GPUs Auto‑scale → Replicate · Modal · Banana…

Building a RAG Pipeline – Deep Tutorial 🔁 RAG Pipeline Retrieval‑Augmented Generation – Step by Step Documents Chunk & Embed Vector DB LLM + Prompt…

The Anatomy of an LLM – Deep Dive (Simple Explanations) 🧠 Inside an LLM Self‑attention · Transformer blocks · Token flow Q K V Token…

The Complete Online LLM Rankings — Every Model, Every Price, What Works Right Now The Complete Online LLM Rankings — Every Model, Every Price, What…

AI Model Rankings by Job — What Works Right Now | Jon Paul Walton AI Benchmarks · Updated Daily A living scoreboard of which AI…