QWE AI Academy nnU-Net v2.8.0 Install Guide: Medical Image Segmentation
Deploy nnU-Net v2.8.0 for medical image segmentation without the usual PyTorch overwrite trap. Real commands, real errors, real fixes.
AI Tools
224 toolsQLoRA Fine-Tuning with Unsloth: December 2025 Install Guide
Deploy Unsloth's December 2025 release for QLoRA fine-tuning. Docker + pip paths, real dependency fixes, and the 4-bit trap most guides skip.
Mem0 v1.0 Install Guide: AI Long Term Memory Setup
Deploy Mem0 for AI long term memory in under 10 minutes. Real install commands, the hardcoded 1536-dim Qdrant bug that breaks Ollama, and a Docker self-host walkthrough.
Browser Use v0.13.2: Deploy the Open Source Browser Agent
Install Browser Use v0.13.2, the open source browser agent with 79k+ GitHub stars. Real commands, dependencies, and the Playwright gotcha nobody warns you about.
Install LightGBM 4.6.0: Deploy Microsoft’s Gradient Boosting
Deploy LightGBM 4.6.0, the Microsoft gradient boosting framework, with pip, Conda, or source builds. Includes GPU setup, libomp fixes, and verification.
Install NVIDIA BioNeMo v2.6.3: Biopharma AI Framework Guide
Deploy the NVIDIA BioNeMo biopharma AI framework v2.6.3 on your own GPU. Docker setup, NGC keys, verification, and the install traps nobody warns you about.
Deploy RT-X Robot Foundation Model: Real Install Guide 2026
Install the RT-1-X robot foundation model from Open X-Embodiment. Covers real GCS buckets, checkpoint paths, common tfds errors and disk-space traps.
Install Continue v2.0.0: Open Source Copilot Setup Guide
Install Continue v2.0.0, the open source Copilot that was frozen after the Cursor acquisition but still works locally with Ollama or any LLM.
Install Ollama v0.31.1: Local AI Chatbot Setup Guide
Deploy Ollama v0.31.1 to run a local AI chatbot on your own hardware. Real commands, GPU gotchas competitors miss, and verified upgrade steps.
Self-Host LanguageTool 6.7: Open Source Grammarly Guide
Deploy LanguageTool 6.7 as your own open source Grammarly alternative with Docker. Real commands, memory settings, and the n-gram trap most guides skip.
SadTalker Install Guide: Talking Head AI from v0.0.2
Install SadTalker v0.0.2 to generate talking head AI videos from one image and audio. Real commands, GPU gotchas, and fixes for the errors nobody warns you about.
Install FAISS v1.13.0: Vector Search Setup Guide
Deploy FAISS v1.13.0 for Facebook-style vector search in under 10 minutes. Includes SIMD gotchas, the three conda packages explained, and Docker fixes.