QWE AI Academy Install Meta SAM 2.1: A Real-World Deployment Guide
Deploy Meta's segmentation model SAM 2.1 locally: real install commands, CUDA gotchas, checkpoint setup, and the post-processing fix nobody mentions.
AI Tools
Deployment guides, installation tutorials, and setup instructions for AI tools.
Deploy Mixtral 8x7B Locally: Open Source MoE Guide
Install Mixtral 8x7B - the open source MoE model - locally with Ollama or vLLM. Real RAM specs, quant choices, and fixes for the OOM traps.
Install LeRobot v0.5.0: The Real Setup Guide
Deploy Hugging Face LeRobot v0.5.0 the right way - pip vs source vs Docker, the ffmpeg traps, and verified fixes for the libtorchcodec error.
Python MCP Server with FastMCP 3.3.1: Real Install Guide
Deploy a Python MCP server with FastMCP 3.3.1. Real install commands, the dependencies kwarg trap, slim vs full package, and verified upgrade fixes.
Install RFdiffusion for Protein Design AI (2025 Guide)
Step-by-step install for RFdiffusion protein design AI: Docker vs source, CUDA gotchas, model weights, and verified test run on a fresh GPU box.
Deploy Flowise v3.1.2: LLM Workflow Builder Setup Guide
Step-by-step install of Flowise v3.1.2, the open-source LLM workflow builder, with Docker, auth setup, and fixes for the most common deployment errors.
MCP Setup Guide: Deploy Your First Server (Spec 2025-11-25)
Deploy a Model Context Protocol server using the 2025-11-25 spec. Covers Docker vs npx verdict, real install errors, the .mcpb bundle format, and the breaking change most upgrades miss.
Seldon Core 2.10 Install Guide: Enterprise ML Serving
Deploy Seldon Core 2.10 for enterprise ML serving on Kubernetes. Real Helm commands, Kafka gotchas, the SSE4.2 CPU trap, and verification steps.
Install RDKit 2026.03.2: Cheminformatics Library Setup Guide
Step-by-step guide to install RDKit 2026.03.2, the cheminformatics library. Pip, conda, and source builds covered, plus Boost error fixes and verification.
OpenRouter Setup Guide: Multi Model Router in 10 Minutes
Deploy OpenRouter as a multi model router: API key setup, OpenAI SDK swap, fallback config, and the rate-limit traps competitors skip.
Anthropic MCP Setup Guide: Deploy Servers the Right Way (2026)
Install Anthropic MCP servers on Claude Desktop with the .mcpb format and JSON config - covers the silent Windows MSIX config trap and async Tasks.
Deploy AutoGPT v0.6.59: Autonomous AI Agent Setup Guide
Step-by-step deploy guide for AutoGPT v0.6.59 - the self-hosted autonomous AI agent platform. Real commands, real gotchas, real fixes.