What are the steps to deploy a generative AI model offline without relying on Google s cloud API services

Question

Can you tell me What are the steps to deploy a generative AI model offline without relying on Google’s cloud API services?

Answer 1

To deploy a generative AI model offline, download an open-source model and run it locally using a framework like PyTorch or Hugging Face.

Here is the code snippet you can refer to:

In the above code we are using the following points:

• Offline Model Loading: Loads the AI model and tokenizer locally without API calls.
• Efficient Computation: Uses torch_dtype=torch.float16 and device_map="auto" for optimized performance.
• Text Generation: Takes an input prompt and generates an AI-driven response.

Hence, you can deploy and run a generative AI model completely offline by setting up a local environment, downloading model weights, and leveraging PyTorch-based execution.