Deployment guides, installation tutorials, and setup instructions for AI tools.
A hands-on guide to deploying Falcon 180B with Text Generation Inference, covering hardware reality, Docker commands, the gated-repo token trap, and the quantization tradeoffs nobody warns you about.
Install Ray 2.55.1 for distributed ML workloads. Real commands, the shm-size trap, dashboard port gotchas, and verification steps that actually work.
Install Jan v0.7.9, the open-source local AI app for Mac. Real benchmarks (MLX vs GGUF), the M-series gotcha most guides miss, and clean uninstall steps.
How to self-host MemFree, the open source hybrid AI search engine. Real commands, env setup, and the Bun gotcha that breaks first installs.
Deploy LangGraph 1.1 for agent orchestration with checkpointers, the prebuilt version trap, and the langgraph dev gotchas competitors skip.
Deploy LangChain v1.0 with the right Python version, the create_agent flow, and fixes for the langchain-classic migration. Step-by-step install.
Deploy Blackstone, the legal spaCy pipeline from ICLR&D, in 2026. Real install steps, the spaCy 2.1.8 trap, and the config.cfg fix.
Deploy OpenAI Whisper v20250625 locally for offline speech-to-text. Real install commands, model size tradeoffs, and the setuptools_rust fix nobody warns you about.
Install Kotaemon v0.11.2 - the open-source document AI chat tool. Docker, uv script, real install errors, and the .env trap nobody warns you about.
Install Hugging Face PEFT v0.19.1, configure your first LoRA adapter, and dodge the target_modules trap that breaks half of beginner runs.
Install Ollama v0.22 on Mac, Linux, or Windows, then run Qwen3 or Gemma3 offline with the right VRAM math, GPU detection, and config from day one.
Deploy AutoGluon 1.5.0, the open source AutoML framework from AWS. Real install commands, the conda vs pip trap, GPU setup, and fixes for common errors.
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