Unlocking Gemma's Power: Multi-Task Movie Review on TPUs with JAX

Summary:

This notebook demonstrates how to leverage TPUs and JAX for data-parallel inference with the Gemma large language model.
Use-case:- We will explore how to perform various tasks to review a movie like character identification, plot summarization, and genre classification – all within a single prompt executed in parallel for super-fast results.
This approach showcases the versatility of Gemma and its ability to handle multiple NLP tasks concurrently. Beyond movies, this use case can be extended to power real-world applications with data parallelism, such as review analysis for recommendations, content creation for marketing, interactive learning tools, and more.
Try it free on Colab:- gemma_in_jax_colab_tpu.ipynb