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Unsloth officially supports AMD GPUs across RDNA 3-4, Strix Halo, and MI300 series, delivering 2x training speedup and 70% VRAM savings on 500+ models with RL and vLLM weight sharing support.

Confused about choosing between VS Code, Jupyter, Google Colab, and Anaconda for ML? This guide clarifies each tool's role and recommends a zero-cost beginner setup to help you start learning fast.

Termexo is a local AI coding workbench for Windows that integrates Claude Code and Codex agents, offering multi-terminal grid layouts, session recovery, approval notifications, and model switching—no account required.

An in-depth guide to installing, configuring, and extending OpenCode, the terminal AI coding assistant. Covers desktop and WSL installation, model config, MCP integration, and custom Agents.

A comprehensive guide to OpenCode, the open-source AI coding tool — covering installation (desktop/WSL), model config, rules files, custom commands, MCP extensions, and Agent SQL capabilities.

A complete guide to reproducing GitHub projects from scratch: due diligence, virtual environments, dependency installation, script interpretation, and breakpoint debugging — helping grad students and junior developers run others' code efficiently.

A systematic guide to OpenCode, the open-source terminal AI coding tool: installation methods (including WSL), model configuration, rules files, Agent types, custom commands, and MCP tool extensions.
TutorialsStep-by-step tutorial to deploy Hermes Agent with Qwen3.6 open-source LLM locally. Covers WSL setup, model download, Telegram bot integration for a zero-cost private AI Agent.
TutorialsComplete guide to deploying vLLM and SGLang locally. Compare performance vs LM Studio, deploy in 3 steps with Docker + AI assistant. Covers SGLang vs vLLM selection, 5090 VRAM optimization, and Cherry Studio integration.
TutorialsComplete WSL2 installation tutorial covering enabling Windows features, installing Ubuntu 22.04, and migrating to a non-system drive. Includes PowerShell commands and user configuration for AI developers.
TutorialsStabilityMatrix is an open-source cross-platform Stable Diffusion package manager supporting one-click installation of WebUI, ComfyUI, and more, with unified model management and version control. 8,100+ GitHub Stars.