LocalAI Deployment: Run LLMs Locally with Zero API Costs
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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