LocalAI Deployment: Run LLMs Locally with Zero API Costs

๐Ÿ“˜ Tutorials 2026-07-19 1 min read

Every month, OpenAI's bill runs into the hundreds. I want to switch to a local model to save money, but I'm worried it'll be too much of a hassle. Is there a tool that can deploy local AI with one click and still be compatible with OpenAI's API format?

💡 What You Will Learn

Every month, OpenAI's bill runs into the hundreds. I want to switch to a local model to save money, but I'm worried it'll be too much of a hassle. Is there a tool that can deploy local AI with one cli

📜 Table of Contents

LocalAIWhat Is

# DockerStart
docker run -p 8080:8080 \
  -v $PWD/models:/models \
  -e MODELS_PATH=/models \
  localai/localai:latest
# Linux/Mac
curl -sSf https://localai.io/install.sh | bash

# Start http://localhost:8080
# models/qwen.yaml
name: qwen2.5-7b
backend: llama-cpp
parameters:
  model: https://huggingface.co/Qwen/Qwen2.5-7B-Instruct-GGUF/resolve/main/qwen2.5-7b-instruct-q4_k_m.gguf
curl http://localhost:8080/v1/chat/completions \
  -H "Content-Type: application/json" \
  -d '{
    "model": "qwen2.5-7b",
    "messages": [{"role": "user", "content": ""}]
  }'

|:-------:|:-------:|:--------:|:---:| | 3B-7B | 8GB RAM | RTX 3060 || | 13B | 16GB RAM | RTX 4090 || | 30B+ | 32GB+ |||

Summary

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