Qwen-VL Deploy Guide: Install Qwen3-VL Open Source VLM
Deploy the Qwen-VL open source multimodal model locally. Covers Qwen3-VL install, VRAM specs, transformers 4.57.0 trap, and real error fixes.
Deploy the Qwen-VL open source multimodal model locally. Covers Qwen3-VL install, VRAM specs, transformers 4.57.0 trap, and real error fixes.
Deploy Hunyuan3D 2.1 locally with PBR textures, Python 3.10, and CUDA 12.4. Real commands, VRAM thresholds, and fixes for the rasterizer build.
Install PicoClaw v0.2.4 - the <10MB Go-based embedded AI agent. Docker steps, config gotchas, port 18800 fixes, and edge-device deployment notes.
Step-by-step install guide for Boltz-2 v2.2.1, the open-source biomolecular structure AI that predicts protein-ligand binding affinity at 1000x FEP speed.
Step-by-step guide to deploying Kotaemon v0.11.2, an open source RAG search tool, with Docker, scripts, real install errors, and fixes.
Install Cerebellum v0.2.3 for AI browser automation, plus the deprecation notice every tutorial buries and what to migrate to next.
Deploy MuJoCo 3.8.0 for physics simulation AI in under 10 minutes. Pip install, viewer test, headless rendering fix, and the mjpython gotcha on macOS.
Step-by-step deployment of Vicuna v1.5, the open source chatbot from LMSYS. GPU specs, install commands, real errors from GitHub issues, and fixes.
Deploy IOPaint v1.6.0 (the renamed Lama Cleaner) locally to remove watermarks from images. Step-by-step install with the real gotchas nobody mentions.
Deploy GPT-OSS, OpenAI's open-weight GPT alternative, on your own hardware with Ollama. Real commands, hardware specs, and the harmony format gotcha that breaks JSON output.
Deploy PandasAI 3.0 in minutes - covers the new LiteLLM extension, the PANDABI_API_KEY rename, Docker sandbox setup, and the v2-to-v3 migration traps.
Deploy vLLM with PagedAttention the right way: install commands, block-size tuning, the batch-size-1 latency trap, and OOM fixes most guides skip.