AI-Capabilities-Overview

AI Capabilities Overview· WarningThis guide is a work in progress. Also, there has been ongoing progress with software quality and performance so plea...

GLM 4.5-Air-106B and Qwen3-235B on AMD “Strix Halo” AI Ryzen MAX+ 395 (HP Z2 G1a Mini Workstation)

In this video, I show how to run large language models like Qwen3-235B in Q3_K_XL and GLM 4.5-Air-106B in Q6_K_XL on any AMD Ryzen AI MAX “Strix Halo”...

Run GPT-OSS-120b with this grammar file to avoid inference issues

User compares HP G1a with AMD Ryzen AI Max+ 395 and 128GB unified RAM against Lenovo ThinkPad P16 Gen 3 with Intel Core Ultra 9 275HX, 128GB RAM, and ...

How to Secure Environment Variables for LLMs, MCPs, and AI Tools Using 1Password or Doppler

Stop hardcoding API keys in MCP configs and AI tool settings. Learn how to use 1Password CLI or Doppler to inject secrets just-in-time for Claude, Cur...

How to setup the Java SDK and use JavaFX with macOS/Windows

A modern guide to setting up Java development with JavaFX on macOS and Windows using IntelliJ IDEA or VS Code. While setting `JAVA_HOME` is still usef...

Setting Up a Modern Spring Boot Web Server with REST API & Web Content (2025 Guide)

How to create a Spring Boot application with RESTful APIs and static web content using Maven and IntelliJ IDEA in modern Java.

The RLHF Book

Nathan Lambert

This is a guide to reinforcement learning from human feedback (RLHF), alignment, and post-training for Large Language Models (LLMs). Author Nathan Lam...