QWE AI Academy Deploy vLLM v0.23.0: LLM Serving Framework Setup Guide
Install vLLM v0.23.0 with the uv-based workflow, fix the OOM trap most tutorials skip, and verify your LLM serving setup actually works.
AI Tools
Deployment guides, installation tutorials, and setup instructions for AI tools.
How to Install SAM 3.1 (Segment Anything): 2026 Deploy Guide
Deploy Meta's Segment Anything Model (SAM 3.1) from scratch - gated checkpoints, CUDA pitfalls, flash-attn-3, and the version trap that breaks 80% of installs.
Deploy FinGPT (Open Source Finance LLM): A 2025 Install Guide
Step-by-step deploy guide for FinGPT, the open source finance LLM from AI4Finance. Covers v3 LoRA setup, RTX 3090 inference, and fixes for known PEFT errors.
Deploy Evidently AI v0.7.12: ML Model Monitoring Setup Guide
Step-by-step install of Evidently AI v0.7.12 for ML model monitoring - pip setup, UI launch, breaking changes, and fixes for the API migration.
WhisperX v3.8.6: Speaker Diarization Install Guide
Deploy WhisperX v3.8.6 for speaker diarization. Covers the community-1 model migration most tutorials missed, CUDA 12.8 setup, HF token gotchas, and Pascal GPU pitfalls.
Install Self-Operating Computer v1.5.8: Open Source Computer Use Guide
Deploy the Self-Operating Computer Framework v1.5.8 locally with OCR or Set-of-Mark modes. Real commands, real gotchas, no recycled docs.
F5-TTS Zero Shot TTS: Install & Deploy v1.1.x Guide
Deploy F5-TTS for zero shot TTS voice cloning. Real install commands, GPU specs, the numpy 2.x conflict, Gradio freeze fix, and Docker setup.
Install GraphCast v0.1.1: AI Weather Forecast Setup Guide
Deploy DeepMind's GraphCast v0.1.1 for AI weather forecasting. Real GPU memory numbers, JAX gotchas, OOM fixes, and the ECMWF plugin path that actually works.
LiteLLM Proxy v1.89.3 Setup Guide: LLM Gateway Install
Deploy LiteLLM proxy v1.89.3 as a unified LLM gateway. Real install commands, Prisma fixes, the 1.82.x security gotcha, and production sizing.
Install MetaGPT v0.8.2: Deploy an AI Software Engineer
Deploy MetaGPT v0.8.2 - the multi-agent AI software engineer that turns a one-line prompt into a working repo. Install, config, and gotchas.
Install XTTS v2 with Coqui-TTS Fork: A 2026 Guide
Install XTTS v2 in 2026 using the maintained coqui-tts fork. Real commands, the PyTorch 2.6 weights_only fix, and a working verification step.
Deploy Chroma 1.5.9: Lightweight Vector DB Setup Guide
Install Chroma 1.5.9 the right way. Step-by-step Docker and pip setup for a lightweight vector DB, plus fixes for the SQLite error everyone hits.