QWE AI Academy How to Deploy MLflow 3.12 for Experiment Tracking ML
Install MLflow 3.12.0 for experiment tracking ML - backend config, the uvicorn timeout fix, and the gotchas every other tutorial skips.
AI Tools
214 toolsInstall ZeroClaw v0.7.4: The Rust OpenClaw Runtime
Deploy ZeroClaw v0.7.4, the Rust OpenClaw alternative, in under 10 minutes. Real commands, real gotchas, and the WhatsApp build trap nobody mentions.
Text to 3D Open Source: Deploy TripoSR (2026 Guide)
Step-by-step guide to deploying TripoSR locally for text-to-3D pipelines, with fixes for the infamous torchmcubes build errors that block most installs.
vLLM v0.20.2 Deploy Guide: High Throughput LLM Inference
Deploy vLLM v0.20.2 for high throughput LLM inference. Real install commands, the v0.20.1 torch trap, OOM fixes, and verification steps.
BoltzGen Install Guide: Run Protein Binder Generation Locally
How to deploy BoltzGen for protein binder generation: install steps, GPU requirements, YAML config, verification, and the gotchas no tutorial mentions.
Best Vector DB? Deploy Qdrant v1.17 in Docker [2026 Guide]
Deploy Qdrant v1.17 - the best vector DB for self-hosted RAG. Docker install, port gotchas, API key setup, and upgrade traps explained.
Install Wan 2.2: Open Source Video Generation Setup Guide
Step-by-step guide to deploy Wan 2.2, Alibaba's open source video generation model, with real install commands, flash-attn fixes, and VRAM tips.
Install Weights & Biases 0.26.1: The ML Experiment Platform Guide
Deploy Weights & Biases 0.26.1 as your ML experiment platform - install steps, real errors from GitHub issues, and the v0.24.0 trap to avoid.
AnimeGAN AI Cartoon Filter: Install AnimeGANv3 (ONNX Guide)
Install the AnimeGAN AI cartoon filter via the AnimeGANv3 ONNX route. Real commands, real GitHub URLs, and the version traps nobody warns you about.
Install AutoGPT Platform v0.6.56: Self-Host Guide (2026)
A practical install guide for the AutoGPT open source AI agent platform - Docker setup, the supabase-db trap, and the Raspberry Pi page-size fix.
Open Source Voice Cloning: Install XTTS v2 (2026 Guide)
Deploy XTTS v2 for open source voice cloning using the maintained idiap fork. Install steps, the 250-char trap, and fixes for common errors.
Install scikit-learn 1.8.0: A Practical Deploy Guide
Deploy scikit-learn 1.8.0 the right way: Python 3.11+ requirements, venv setup, GPU dispatch, version verification, and the install errors nobody warns you about.