QWE AI Academy Deploy Aurora 1.8.0: Atmospheric Foundation Model Setup
Install Microsoft's Aurora 1.8.0 atmospheric foundation model: pip setup, 40GB GPU requirement, ERA5 batch prep, and the gotchas the docs skip.
AI Tools
Deployment guides, installation tutorials, and setup instructions for AI tools.
Deploy Chai-1 v0.6.1: Open Cofolding Model Guide
Step-by-step guide to deploying Chai-1 v0.6.1 locally - GPU requirements, install commands, MSA setup, and fixes for the chaiassets.com connection error.
OpenHands 1.0: Install the Open Source Devin (2026 Guide)
Deploy OpenHands 1.0 - the open source Devin alternative - locally with uv or Docker. Real commands, system requirements, and the gotchas nobody mentions.
Fine Tune LLM Open Source: Install Axolotl v0.14.0 Guide
Step-by-step Axolotl v0.14.0 install guide for fine tune LLM open source workflows. Real commands, real errors, and the flash-attn build trap.
Deploy LLaVA Open Source Vision Model: 2026 Install Guide
Step-by-step LLaVA-1.5 install on Ubuntu + CUDA, with VRAM specs, real GitHub URLs, and fixes for the flash-attn errors most guides skip.
Install Meta AudioCraft v1.3.0: Working Setup Guide
Deploy Meta AudioCraft v1.3.0 locally with MusicGen, AudioGen, and EnCodec - install commands, GPU specs, and fixes for the xformers errors that break most setups.
Deploy Qwen 3 Locally: Install Guide for the Alibaba LLM
Install Qwen 3 locally with Ollama or vLLM. Real VRAM numbers, the CUDA 12.9 gotcha, and fixes for the OOM error every guide skips.
Install PaperQA2 v2026.3.18: AI Literature Review Setup
Deploy PaperQA2 v2026.3.18 for AI literature review. Real install commands, Rust/tantivy fix, Ollama config, and the OPENAI_API_KEY=EMPTY workaround.
Install OpenAI Whisper v20250625: Open Source Speech Recognition Guide
Deploy OpenAI's Whisper v20250625 locally for open source speech recognition. Real install commands, VRAM specs, and the GPU bug nobody warns you about.
Install PaddleOCR 3.6: Modern OCR AI Deploy Guide
Deploy PaddleOCR 3.6 locally with modern OCR AI models. Real commands, the dependency-group trick most guides skip, and fixes for the install errors that actually happen.
Install Gemma 4 Locally: A Deployment Guide (2026)
Deploy Google's Gemma 4 open-weight LLM on your own hardware. Covers VRAM math, Ollama setup, the float16 trap, and Apache 2.0 licensing fine print.
Deploy NVIDIA Nemotron 3 Nano: Open Source LLM Setup Guide
Step-by-step deployment of NVIDIA's Nemotron 3 Nano open source LLM with vLLM - covers GPU requirements, the mamba_ssm_cache flag, and real install gotchas.