Large language models like ChatGPT are all the rage, but smaller, task-specific models can sometimes outperform them. Explore the benefits, limitations, and practical applications of both. Learn how to choose the right tool for your AI needs and why bigger isn't always better.
In this tutorial, I will be demonstrating using TransformersPHP to perform one of the most common Natural Language Processing (NLP) tasks - zero shot text classification. There are so many examples and applications of this task, like sentiment analysis for comments, spam detection, ticket classification, etc. But for this tutorial, I chose to show how to use it in Laravel with a simple example - automatically tagging posts. It might not exactly be the most practical example, but it's a good starting point to demonstrate the power of TransformersPHP.
Empower your PHP projects with the capabilities of state-of-the-art machine learning models using TransformersPHP. This library provides access to pre-trained models for tasks like text generation, summarization, translation, etc.