QWE AI Academy 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.
AI Tools
Deployment guides, installation tutorials, and setup instructions for AI tools.
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.
Type Safe AI Agent with Pydantic AI v1.104 Install Guide
Install Pydantic AI v1.104.0 and run your first type safe AI agent in under 10 minutes - with the slim vs full trade-offs nobody explains.
Steel Browser v0.5.1-beta: Open Source AI Browser Setup
Install Steel Browser v0.5.1-beta, the open source AI browser API for agents. Docker setup, real RAM budgets, M1 fix, and verification in under 10 minutes.
VS Code AI Agent: Install Cline v3.81 (2026 Guide)
Deploy Cline v3.81 as your VS Code AI agent. Real install steps, Plan/Act setup, common errors, and the OOM fix nobody documents until v3.80.
Install ProRNA3D-single: RNA Protein Complex AI Guide
Step-by-step deployment of ProRNA3D-single, the single-sequence RNA protein complex AI that outperforms AlphaFold 3 when MSAs are scarce.
Install Meta SAM 2.1: A Real-World Deployment Guide
Deploy Meta's segmentation model SAM 2.1 locally: real install commands, CUDA gotchas, checkpoint setup, and the post-processing fix nobody mentions.
Deploy Mixtral 8x7B Locally: Open Source MoE Guide
Install Mixtral 8x7B - the open source MoE model - locally with Ollama or vLLM. Real RAM specs, quant choices, and fixes for the OOM traps.
Install LeRobot v0.5.0: The Real Setup Guide
Deploy Hugging Face LeRobot v0.5.0 the right way - pip vs source vs Docker, the ffmpeg traps, and verified fixes for the libtorchcodec error.
Python MCP Server with FastMCP 3.3.1: Real Install Guide
Deploy a Python MCP server with FastMCP 3.3.1. Real install commands, the dependencies kwarg trap, slim vs full package, and verified upgrade fixes.
Install RFdiffusion for Protein Design AI (2025 Guide)
Step-by-step install for RFdiffusion protein design AI: Docker vs source, CUDA gotchas, model weights, and verified test run on a fresh GPU box.
Deploy Flowise v3.1.2: LLM Workflow Builder Setup Guide
Step-by-step install of Flowise v3.1.2, the open-source LLM workflow builder, with Docker, auth setup, and fixes for the most common deployment errors.