QWE AI Academy SDXL Deployment Guide: Install Stable Diffusion XL 1.0 Locally
A practical deployment guide for Stable Diffusion XL 1.0: ComfyUI setup, real VRAM numbers, and the memory gotcha that kills 8GB installs.
AI Tools
Deployment guides, installation tutorials, and setup instructions for AI tools.
Deploy Lawma 8B: Legal LLM Install Guide (2026)
Step-by-step deployment of Lawma, the fine-tuned Llama 3 legal LLM that beats GPT-4 on 95% of legal classification tasks. Real commands, real gotchas.
Text to SQL Open Source: Deploy Vanna AI 2.0 (2026 Guide)
Install Vanna AI 2.0, the open-source text to SQL agent framework. Real commands, the pip v0.1.0 trap, and a working local setup in under 15 minutes.
Deploy MCP Servers in 2026: The Stateless HTTP Way
Deploy MCP servers with the 2026-07-28 stateless spec, Python SDK v2, and Docker. Real commands, real config paths, real errors.
Deploy DeepSeek R1 Locally (2026): Real VRAM Math + Setup
Deploy DeepSeek R1 locally with the real VRAM numbers that include the KV cache, Ollama commands for every distill size, and the storage trap most guides skip.
ONNX Setup Guide: Install v1.21 + Runtime v1.28 Right
Install ONNX 1.21 and ONNX Runtime 1.28 without the CUDA/opset traps most guides skip. Real commands, real errors, real fixes.
Self Hosted ChatGPT: Install Open WebUI v0.11.0 Guide
Deploy a self hosted ChatGPT with Open WebUI v0.11.0 using Docker, plus the install traps every tutorial skips - hf.co blocks, DB migrations.
Deploy OpenVLA: Vision Language Action Model Setup Guide
A hands-on install guide for OpenVLA, the 7B open-source vision language action model - with real commands, VRAM math, and the flash-attn traps.
Deploy NVIDIA FourCastNet NIM 2.0.0: Weather AI Guide
Deploy NVIDIA weather AI (FourCastNet NIM 2.0.0 with FCN3) locally via Docker. Real hardware specs, commands, and the errors nobody warns you about.
TotalSegmentator v2.15.0: Deploy CT Body Segmentation
Install TotalSegmentator v2.15.0 for CT whole body segmentation locally. Real commands, GPU vs CPU trade-offs, and the errors nobody warns you about.
Install Demucs v4 for Vocal Remover AI: Real Setup Guide
Deploy Demucs v4 as a local vocal remover AI. Covers Python 3.10+ setup, the torchaudio 2.1 trap, CUDA OOM fixes, and the maintained fork you should actually use.
Install LexNLP 2.3.0: Legal NLP Library Setup Guide
Deploy LexNLP 2.3.0, the legal NLP library from LexPredict. Full install, dependency pinning, common errors, and verification commands.