Newsletter #4 - News & Local LLMs
Here are three key considerations for incorporating AI into the consumer shopping experience:
Microsoft has unveiled its latest innovation in AI language models with Phi-3-mini. This lightweight model is designed to operate locally, offering a range of benefits for users. Unlike traditional large language models, Phi-3-mini is simpler and more cost-effective, making it accessible even on smartphones without an internet connection.
The Microsoft Phi-3-Mini is a fictional device, so I'll provide a hypothetical example of Python code that could theoretically be used to interface with a generic AI chip or device. The example will demonstrate how to send a simple operation command to the device and retrieve its response.
Google Gemma AI Models
Gemma is a new family of open models by Google. It is light and advanced. It is made for safe AI making.
It comes in two sizes, Gemma 2B and Gemma 7B. They have different uses. Gemma helps make AI safe. It is used everywhere and works well with JAX, PyTorch, and TensorFlow.
Create an image of Gemma, the state-of-the-art open model, showcasing her advanced features and capabilities as the newest addition to your tech arsenal. Show her in action, surrounded by cutting-edge technology and equipment, with a sleek and modern design that highlights her superiority over other models. Use cool and futuristic colors to convey a sense of innovation and sophistication, and include subtle details that emphasize her power and precision.
Example of how to use Google Gemma locally.
First, you'll need to install the necessary libraries. You can do this using pip:
Here's how to run a simple text generation model locally:
Alternatively, if you want to classify text:
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