Skill Closet

Calculate the exact VRAM requirements for 70B models like Llama 3.1 70B. Covers quantization, KV cache, GPU offloading, and a buying guide for 16GB to […]

Learn how WebGPU browser AI enables GPU-accelerated machine learning inference in JavaScript with zero server costs. Includes working code, benchmarks, and practical deployment guidance. Continue

Learn how to set up local LLM code completion in VS Code using Ollama and the Continue extension. Keep your code private with fully offline

Ollama vs vLLM compared with benchmark data at 1 and 50 concurrent users. A decision framework to know when Ollama’s simplicity becomes a liability and

Learn how to run local LLMs on consumer hardware in 2026. Covers open-weight models, GPU requirements, Ollama vs vLLM vs LM Studio vs Jan, setup

A React 19 compiler vs Svelte 5 benchmark comparing TTI, INP, memory, and frame budget on a 10,000-row stock ticker with high-frequency updates. Full results

Learn how WebGPU browser AI enables client-side LLM inference with zero server GPU costs. Includes benchmarks, a hands-on tutorial with Transformers.js, and fallback strategies. Continue

Learn how to set up local LLM code completion in VS Code using Ollama and Continue. Get Copilot-like autocomplete with full privacy — no cloud,