What Are Reasoning Tokens? How Extended Thinking Works in Modern LLMs
Understanding the difference between inference steps, chain-of-thought budgets, and standard token generation.
AI Explainers & Deep Dives
Clear, non-hype technical breakdowns of complex AI concepts: reasoning tokens, context windows, quantization, and local RAG.
Local LLM Quantization Guide: GGUF, FP16, INT4 & Memory Requirements
How to choose the right model precision for your local hardware and VRAM budget.