Serve a Local Model to Your Team (September 2026)
Auth, reverse proxy, HTTPS, concurrency and audit: how a small team shares one local model without exposing it to the public internet.
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Auth, reverse proxy, HTTPS, concurrency and audit: how a small team shares one local model without exposing it to the public internet.
Practical patterns for letting two to six people in one home share one local model on one machine, with the right chat UI, bind address, and overlay network.
There is no single crossover figure. The cost components on each side, the arithmetic shape, and why every price in it carries a date.
None of the mainstream inference servers ask for a password, and vLLM binds every interface by default. The safe pattern for household serving.
Ollama, LM Studio, Jan, llama.cpp and vLLM compared: licences, engines, OpenAI-compatible APIs, multi-user serving, and which to install first.
Stop paying Midjourney $30 a month. Set up FLUX on your own hardware with ComfyUI and generate unlimited images with zero content filters and full privacy.
Chat with your own documents locally - no cloud, no subscriptions, no data leaving your machine. Step-by-step setup guide.
A practical guide to running fully local audio transcription with whisper.cpp and faster-whisper - no API keys, no subscriptions, no data leaving your machine.
A step-by-step guide to running a fully local, private AI code completion setup in VS Code that costs nothing and sends zero data to the cloud.
After the Perplexity class-action over leaked chats to Meta and Google, here's how to run a citation-grounded AI answer engine on your own hardware with Ollama and SearXNG.
Step-by-step guide to setting up Immich, the open-source Google Photos alternative with AI face recognition and smart search — all running on your own hardware.
Cloud video generators charge by the second. Open models like Wan 2.2, LTX-2.3, and HunyuanVideo-1.5 run on a single consumer GPU. The honest 2026 setup.
An 82-million parameter model that runs on a CPU, sounds nearly as good as ElevenLabs, and costs nothing. Here's how to set it up.
AI2's MolmoWeb lets you automate any browser task locally. It outperforms proprietary agents and costs nothing to run.
Step-by-step guide to deploying Tabby, the open-source AI coding assistant that keeps your code private and costs nothing after setup.
Mistral releases a 4B parameter text-to-speech model that clones voices from 3 seconds of audio, runs locally on 16GB GPUs, and beats ElevenLabs in human evaluations.
Benchmark comparison of open-source OCR tools you can run locally. Surya, PaddleOCR, OlmOCR-2, and Tesseract tested on real documents.
Run commercial-grade AI music generation on your own hardware. ACE-Step 1.5 needs just 4GB VRAM and produces songs in under 10 seconds.
Generate 4K AI videos locally with LTX-Video 0.9.8. No subscriptions, no cloud uploads, no per-generation fees. Works on GPUs from 12GB to 24GB VRAM.
Voicebox is a free, open-source desktop app for voice cloning. Five TTS engines, 23 languages, timeline editor. All offline, zero cloud uploads.
Build a completely private AI assistant that can chat with your documents. No cloud uploads, no subscriptions, no data leaks.
Set up Paperless-ngx with local AI to automatically OCR, tag, and organize all your documents without sending a byte to the cloud
Stop paying $100/year for cloud transcription. Run Scriberr on your own hardware for free, private meeting notes with speaker identification.
Set up Fooocus on your own computer for unlimited AI image generation with no subscriptions, no data collection, and Midjourney-quality results.