How to run Llama 3 locally with Ollama
Quick answer
Use
Ollama to run Llama 3 locally by installing the ollama CLI, pulling the llama-3 model, and running it with simple commands. This enables local inference without cloud dependencies.PREREQUISITES
macOS or Linux systemPython 3.8+ (optional for scripting)Install <code>ollama</code> CLI from https://ollama.com/downloadBasic terminal/command line usage
Setup Ollama and Llama 3
First, install the ollama CLI from the official site. Then, pull the llama-3 model to your local machine using the CLI. This prepares the environment for local inference.
brew install ollama
ollama pull llama-3 output
Downloading llama-3 model... Model llama-3 pulled successfully.
Run Llama 3 locally with Ollama CLI
After setup, run the llama-3 model locally by invoking ollama run llama-3. You can pass prompts interactively or via command line arguments.
ollama run llama-3 --prompt "Hello, how can I use Llama 3 locally?" output
Llama 3 response: "You can run me locally using Ollama CLI for fast inference without internet."
Run Llama 3 locally with Python
Use Python to interact with the local Llama 3 model via subprocess calls to the ollama CLI for automation and integration in your projects.
import subprocess
prompt = "Explain how to run Llama 3 locally with Ollama."
result = subprocess.run([
"ollama", "run", "llama-3", "--prompt", prompt
], capture_output=True, text=True)
print(result.stdout) output
Llama 3 response: "To run Llama 3 locally, install Ollama CLI, pull the model, and use the CLI or subprocess calls in Python."
Common variations and troubleshooting
- Use
ollama run llama-3 --interactivefor interactive sessions. - If the model fails to pull, check your internet connection and disk space.
- Update
ollamaCLI regularly for latest features and bug fixes.
Key Takeaways
- Install Ollama CLI and pull Llama 3 model to run it locally without cloud dependency.
- Use Ollama CLI commands or Python subprocess calls for local inference with Llama 3.
- Interactive mode and troubleshooting tips improve your local Llama 3 experience.