How to Run Llama 3 70B Locally with Ollama and Build No-Code AI Apps

Artificial intelligence is transforming the way we approach problem-solving, creativity, and automation. In this guide, we’ll walk you through running the powerful Llama 3 70B language model on your local machine using Ollama. Additionally, we’ll show you how to create custom AI apps effortlessly with Merlio’s no-code platform.

Running Llama 3 70B with Ollama

Ollama is a free, open-source application designed to run large language models like Llama 3 locally, even on machines with limited hardware capabilities. Here's a step-by-step guide to get started:

Installing Ollama

Ollama supports Windows, macOS, and Linux. Follow these steps to install it:

Windows Installation

Visit the Ollama website and download the Windows installer.

Run the installer and follow the on-screen instructions.

Launch Ollama from the Start menu or by typing ollama in your terminal.

macOS Installation

Download the macOS installer from the Ollama website.

Double-click the downloaded file to extract the application.

Drag the Ollama application into the Applications folder and launch it.

Linux Installation

Download the Linux installer from the Ollama website.

Extract the archive, open a terminal, and navigate to the extracted folder.

Run the installation script: sudo ./install.sh.

Downloading and Running Llama 3 70B

After installing Ollama, follow these steps to run the Llama 3 70B model:

ollama run llama3:70b

This command downloads and loads the Llama 3 70B model. Depending on your hardware, the process may take some time. Once loaded, a chat interface will launch, allowing you to interact with the model.

Optimizing Performance

If performance is slow, consider these options:

• Run a smaller model: Use ollama run llama3:8b to load a lighter version.
• Adjust quantization: Run ollama run llama3:70b-instruct-q2_K for optimized performance.
• Upgrade hardware: Add more RAM or a GPU to your system for better handling of large models.

Building AI Apps with Merlio

Merlio provides an intuitive no-code platform to create custom AI apps in minutes. Here's how to harness its potential:

Creating an Account

Go to Merlio’s website and sign up for a free account.

Access your personal workspace to start building apps.

Building a Quick App

Follow these steps to create an AI-powered app:

In your workspace, click “Add or Create an App.”

Select “Quick App” and name your project.

Define input fields like “Prompt” or “Topic.”

Choose the desired AI model.

Test the app and refine its output.

Customizing Your App

Enhance your app by:

• Adding parameters like “Tone” or “Length.”
• Modifying the output format to suit your needs.

Using Pre-Made Apps

Explore Merlio’s library of ready-to-use AI apps:

Browse or search for specific apps.

Clone and customize them to fit your requirements.

Integrate pre-made apps into your workflow effortlessly.

Sharing Your App

Publish your app to Merlio’s marketplace:

Go to your app settings and select “Publish.”

Fill out details like name, description, and icon.

Share the generated link to allow others to access your app.

Integrating AI with Merlio’s API

Merlio’s API empowers developers to integrate AI functionality into their projects seamlessly. Follow these steps:

Generating an API Token

Navigate to the “Integration” section.

Create a new token by clicking “Manage Token.”

Save the token securely as it will only be shown once.

Using the API

Here’s an example of a Quick App API request:

curl --location --request POST 'https://api.merlio.ai/v1/quickapps/{{appId}}/runs' \ --header 'Authorization: Bearer YOUR_API_ACCESS_TOKEN' \ --header 'Content-Type: application/json' \ --data-raw '{ "inputs": { "Topic": "Sustainable Living" } }'

Refer to the API documentation for more details and advanced use cases.

Conclusion

By leveraging Ollama to run Llama 3 70B locally and Merlio’s no-code platform, you can unlock the full potential of AI without technical expertise. These tools make it easier than ever to develop innovative solutions tailored to your needs.

FAQs

What is the Llama 3 70B model?

Llama 3 70B is a large language model with 70 billion parameters, designed for advanced natural language processing tasks.

Can I run Llama 3 70B on a standard laptop?

Yes, but performance may vary. For optimal results, consider using smaller versions like Llama 3 8B or upgrading your hardware.

Is Merlio’s platform beginner-friendly?

Absolutely! Merlio’s intuitive interface allows anyone to build and customize AI apps without coding.

How can I monetize apps built on Merlio?

Publish your apps in the Merlio marketplace to share with others and earn credits when users interact with your creations.

Does Merlio support multiple AI models?

Yes, Merlio integrates various models, including GPT-4, Stable Diffusion, and more, to cater to diverse needs.