Local LLM · GGUF · PL + EN

Local LLM Studio Guide

Install Text-Generation-WebUI, load GGUF models offline, and run a private local API — bilingual PL + EN, step by step.

16 diagrams PL+EN guides 2 platforms
Local LLM Studio Guide cover showing Text-Generation-WebUI workflow
Private local inferenceLinux + Windows
What you will build

One local studio, four practical capabilities.

A structured route through installation, models, chat and API — designed to get you to a working result without guessing the missing steps.

Complete bilingual package

GUIDE-PL.md and GUIDE-EN.md, 16 diagrams, launcher, environment example and a model-selection checklist in one ZIP.

guide/ → install → model → chat → API

Windows + Linux

Separate, explicit steps for both platforms, including CUDA and CPU-only recovery paths.

GGUF model decisions

VRAM-oriented guidance for Mistral, Llama and Qwen families, from a 6 GB GPU to a 24 GB setup.

OpenAI-compatible local API

Turn the same private model into a local endpoint for your own scripts and tools.

POST http://127.0.0.1:5000/v1/chat/completions
Visual workflow

See the whole path before you start.

The guide connects every dependency and decision so setup does not turn into a trail of unrelated commands.

Installation workflow from clone and virtual environment to GGUF model, WebUI and local API
Clone → venv → dependencies → GGUF → WebUI → local API
Inside the ZIP

Everything has a clear job.

No filler bundle: guides for learning, diagrams for orientation and starter files for getting the environment running.

  • GUIDE-PL.mdPolish guide
  • GUIDE-EN.mdEnglish guide
  • 16 diagramsVisual workflows
  • MODELS-CHECKLIST.mdGGUF selection
  • start_webui.shLinux launcher
  • .env.exampleSafe config template
Practical outcomes

Finish with a system you understand.

  • Install and launch Text-Generation-WebUI on Linux or Windows.
  • Choose a GGUF quantization that fits the available hardware.
  • Recover from common CUDA, dependency and CPU-only problems.
  • Connect a local client to the OpenAI-compatible API endpoint.

Build your local LLM studio.

Get the bilingual guide, visual workflows and starter files in one immediate download.

Get instant access