QWE AI Academy Deploy mini-SWE-agent v2.4.2: Setup Guide
Install mini-SWE-agent (the successor to SWE-agent) in under 5 minutes. Covers pipx, uv, source install, model keys, and the docker gotchas nobody warns you about.
AI Tools
Deployment guides, installation tutorials, and setup instructions for AI tools.
DPO Training with TRL v1.7: A Deployment Guide
Deploy TRL v1.7 for DPO training. Install commands, DPOConfig defaults, PEFT reference-model gotcha, and OOM fixes from real GitHub issues.
Install OpenFold3: Complete Deployment Guide (2026)
Deploy OpenFold3 the open-source AlphaFold3 alternative. Real pip commands, GPU requirements, and fixes for the CUTLASS and evoformer errors that break most installs.
OpenJarvis 1.0.3: Local-First AI Assistant Install Guide
Deploy OpenJarvis 1.0.3, the Stanford-built local-first AI assistant. Complete install, config, and troubleshooting for macOS, Linux, and Windows WSL2.
Chat With DataFrame: Deploy PandasAI 3.0.0 (2025 Guide)
Install PandasAI 3.0.0 to chat with your dataframe in natural language. Real commands, version pitfalls, and the LLM setup most tutorials skip.
Deploy Perplexica (Vane) v1.12.1: Self-Hosted AI Search Guide
Install Perplexica (now Vane) v1.12.1 with one Docker command. Hook up Ollama, OpenAI, or Groq - plus fixes for the most common connection error.
Install Stable Diffusion Locally (A1111 v1.10.1 Guide)
Deploy Stable Diffusion locally with AUTOMATIC1111 v1.10.1 - system specs, exact commands, real errors from GitHub issues, and the SD3 sampler trap most guides skip.
OpenScholar Install Guide: Academic Search AI on Your GPU
Deploy OpenScholar locally for academic search AI. Step-by-step install of the Ai2 + UW retrieval-augmented model with real config and gotchas.
Install Isaac Lab 2.3 (Robot Learning Framework Guide)
Deploy Isaac Lab 2.3 - NVIDIA's GPU-accelerated robot learning framework - with the pip route, Isaac Sim 5.1, Python 3.11, and verified commands.
Argos Translate 1.11: Self-Host AI Translation Open Source
Install Argos Translate 1.11.0 for offline AI translation open source - Python setup, language packs, GPU mode, and the install errors nobody warns about.
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.
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.